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        "paper_index": "https://mianzhang.org/papers/",
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        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/Portfolio.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/Portfolio.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/Portfolio.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/Portfolio.md",
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        "paper_index": "https://mianzhang.org/papers/",
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      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P00.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P00.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P00.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P00.md",
          "relation": "isSupplementedBy",
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P00.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P00.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
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        "zenodo_api_record": "https://zenodo.org/api/records/19793250",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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    {
      "paper_id": "P01-current",
      "title": "Cognitive Immunity",
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      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint_current_p01",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P01-current.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-current.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-current.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P01-current.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-current.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-current.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P01-current.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-current.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-current.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/19791688",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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      "evidence_level": "legacy_record",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P01-legacy.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-legacy.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-legacy.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P01-legacy.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-legacy.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-legacy.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P01-legacy.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P01-legacy.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P01-legacy.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
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    {
      "paper_id": "P02",
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      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P02.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P02.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P02.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P02.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P02.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P02.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P02.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P02.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P02.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
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        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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    },
    {
      "paper_id": "P03",
      "title": "The Intelligence-Wisdom Gap",
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      "doi_url": "https://doi.org/10.5281/zenodo.19793366",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P03.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P03.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P03.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P03.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P03.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P03.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P03.md",
          "relation": "isSupplementedBy",
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          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P03.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
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        {
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          "relation": "isSupplementedBy",
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
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        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P04.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P04.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P04.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P04.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P04.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P04.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P04.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P04.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P04.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/19895990",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P05",
      "title": "Physical Second Scaling Law",
      "doi": "10.5281/zenodo.20028053",
      "doi_url": "https://doi.org/10.5281/zenodo.20028053",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_embodied_evidence_record",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P05.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P05.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P05.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P05.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P05.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P05.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P05.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P05.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P05.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20028053",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P06",
      "title": "WisdomBench-Embodied RLBench",
      "doi": "10.5281/zenodo.20028470",
      "doi_url": "https://doi.org/10.5281/zenodo.20028470",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_embodied_evidence_record",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P06.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P06.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P06.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P06.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P06.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P06.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P06.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P06.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P06.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20028470",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P07",
      "title": "WisdomBench-Embodied LIBERO / VLA",
      "doi": "10.5281/zenodo.20028518",
      "doi_url": "https://doi.org/10.5281/zenodo.20028518",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_embodied_evidence_record",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P07.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P07.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P07.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P07.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P07.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P07.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P07.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P07.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P07.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20028518",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P08",
      "title": "Representation Genesis",
      "doi": "10.5281/zenodo.20028566",
      "doi_url": "https://doi.org/10.5281/zenodo.20028566",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "workshop_route_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P08.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P08.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P08.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P08.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P08.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P08.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P08.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P08.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P08.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20028566",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P09",
      "title": "Embodied Failure Immunity",
      "doi": "10.5281/zenodo.20028687",
      "doi_url": "https://doi.org/10.5281/zenodo.20028687",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "robot_safety_route_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P09.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P09.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P09.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P09.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P09.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P09.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P09.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P09.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P09.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20028687",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P10",
      "title": "Cybernetic Teaching",
      "doi": "10.5281/zenodo.20094848",
      "doi_url": "https://doi.org/10.5281/zenodo.20094848",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P10.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P10.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P10.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P10.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P10.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P10.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P10.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P10.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P10.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20094848",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P11",
      "title": "Social Calibration",
      "doi": "10.5281/zenodo.20094832",
      "doi_url": "https://doi.org/10.5281/zenodo.20094832",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P11.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P11.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P11.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P11.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P11.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P11.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P11.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P11.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P11.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20094832",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P12",
      "title": "Supra-Body Architecture",
      "doi": "10.5281/zenodo.20096775",
      "doi_url": "https://doi.org/10.5281/zenodo.20096775",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P12.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P12.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P12.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P12.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P12.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P12.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P12.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P12.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P12.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20096775",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P13",
      "title": "Reflexive Counter-Autonomy",
      "doi": "10.5281/zenodo.20096812",
      "doi_url": "https://doi.org/10.5281/zenodo.20096812",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint_boundary",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P13.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P13.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P13.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P13.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P13.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P13.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P13.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P13.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P13.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20096812",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P14",
      "title": "Reflexive Swarm Civic Safety",
      "doi": "10.5281/zenodo.20096871",
      "doi_url": "https://doi.org/10.5281/zenodo.20096871",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P14.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P14.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P14.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P14.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P14.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P14.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P14.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P14.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P14.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20096871",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P15/P16",
      "title": "Causal-Unknown and Compact Evidence Benchmarks",
      "doi": "10.5281/zenodo.20097429",
      "doi_url": "https://doi.org/10.5281/zenodo.20097429",
      "current_public_status": "PUBLIC_ZENODO_DATASET_RECORD",
      "evidence_level": "dataset_only",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P15_P16.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P15_P16.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P15_P16.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P15_P16.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P15_P16.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P15_P16.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P15_P16.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P15_P16.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P15_P16.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20097429",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P17",
      "title": "Cognitive Sovereignty",
      "doi": "10.5281/zenodo.20097466",
      "doi_url": "https://doi.org/10.5281/zenodo.20097466",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P17.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P17.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P17.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P17.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P17.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P17.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P17.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P17.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P17.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20097466",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P18",
      "title": "Evolutionary Digital Twins",
      "doi": "10.5281/zenodo.20097501",
      "doi_url": "https://doi.org/10.5281/zenodo.20097501",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P18.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P18.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P18.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P18.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P18.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P18.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P18.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P18.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P18.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20097501",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P19",
      "title": "Gaia Reflex",
      "doi": "10.5281/zenodo.20097537",
      "doi_url": "https://doi.org/10.5281/zenodo.20097537",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "ai_for_science_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P19.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P19.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P19.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P19.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P19.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P19.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P19.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P19.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P19.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20097537",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P20",
      "title": "Counter-Reflexive Evidence Integrity",
      "doi": "10.5281/zenodo.20097570",
      "doi_url": "https://doi.org/10.5281/zenodo.20097570",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "workshop_first_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P20.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P20.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P20.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P20.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P20.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P20.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P20.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P20.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P20.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20097570",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P21",
      "title": "Reflexive Co-Embodiment",
      "doi": "10.5281/zenodo.20110472",
      "doi_url": "https://doi.org/10.5281/zenodo.20110472",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "public_preprint",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P21.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P21.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P21.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20110472",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P21-evidence",
      "title": "Co-Embodiment evidence dataset",
      "doi": "10.5281/zenodo.20110671",
      "doi_url": "https://doi.org/10.5281/zenodo.20110671",
      "current_public_status": "PUBLIC_ZENODO_DATASET_RECORD",
      "evidence_level": "evidence_dataset",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P21-evidence.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21-evidence.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21-evidence.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P21-evidence.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21-evidence.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21-evidence.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P21-evidence.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P21-evidence.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P21-evidence.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20110671",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P22",
      "title": "The Wisdom Closure Theorems: A Formal Theory of Failure-Learning Architectures",
      "doi": "10.5281/zenodo.20582195",
      "doi_url": "https://doi.org/10.5281/zenodo.20582195",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "formal_theory_public_record",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P22.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P22.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P22.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P22.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P22.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P22.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P22.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P22.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P22.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20582195",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "W0",
      "title": "The Wisdom Standard",
      "doi": "10.5281/zenodo.20502488",
      "doi_url": "https://doi.org/10.5281/zenodo.20502488",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "meta_layer_standard",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/W0.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/W0.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/W0.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/W0.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/W0.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/W0.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/W0.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/W0.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/W0.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20502488",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P23",
      "title": "Bounded Reflexive Self-Modification",
      "doi": "10.5281/zenodo.20502642",
      "doi_url": "https://doi.org/10.5281/zenodo.20502642",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "p22_v2_theory",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P23.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P23.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P23.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P23.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P23.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P23.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P23.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P23.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P23.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20502642",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P28",
      "title": "Wisdom under World Drift",
      "doi": "10.5281/zenodo.20503883",
      "doi_url": "https://doi.org/10.5281/zenodo.20503883",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "p22_v2_drift_protocol",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P28.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P28.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P28.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P28.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P28.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P28.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P28.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P28.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P28.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20503883",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P29",
      "title": "Pluralistic Wisdom",
      "doi": "10.5281/zenodo.20504263",
      "doi_url": "https://doi.org/10.5281/zenodo.20504263",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "p22_v2_pluralism_theory",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P29.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P29.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P29.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P29.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P29.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P29.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P29.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P29.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P29.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504263",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P30",
      "title": "Provable Wisdom",
      "doi": "10.5281/zenodo.20502567",
      "doi_url": "https://doi.org/10.5281/zenodo.20502567",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "proof_protocol",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P30.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P30.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P30.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P30.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P30.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P30.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P30.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P30.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P30.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20502567",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P31",
      "title": "Architectural Honesty",
      "doi": "10.5281/zenodo.20502600",
      "doi_url": "https://doi.org/10.5281/zenodo.20502600",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "honesty_protocol",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P31.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P31.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P31.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P31.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P31.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P31.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P31.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P31.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P31.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20502600",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P32",
      "title": "Reflexive Measurement",
      "doi": "10.5281/zenodo.20504387",
      "doi_url": "https://doi.org/10.5281/zenodo.20504387",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "protocol_only_replay_gate",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P32.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P32.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P32.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P32.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P32.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P32.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P32.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P32.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P32.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504387",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P33",
      "title": "Architectural Mortality and Wisdom Succession",
      "doi": "10.5281/zenodo.20504465",
      "doi_url": "https://doi.org/10.5281/zenodo.20504465",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "structural_handoff_protocol",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P33.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P33.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P33.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P33.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P33.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P33.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P33.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P33.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P33.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504465",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P34",
      "title": "Agent Polis",
      "doi": "10.5281/zenodo.20504528",
      "doi_url": "https://doi.org/10.5281/zenodo.20504528",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "polis_scale_failure_learning",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P34.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P34.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P34.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P34.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P34.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P34.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P34.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P34.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P34.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504528",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P35",
      "title": "Wisdom Thermodynamics",
      "doi": "10.5281/zenodo.20504674",
      "doi_url": "https://doi.org/10.5281/zenodo.20504674",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "energy_budget_constraints",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P35.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P35.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P35.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P35.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P35.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P35.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P35.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P35.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P35.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504674",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P36",
      "title": "Substrate-Wisdom Coupling",
      "doi": "10.5281/zenodo.20504922",
      "doi_url": "https://doi.org/10.5281/zenodo.20504922",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "substrate_coupling_theory",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P36.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P36.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P36.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P36.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P36.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P36.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P36.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P36.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P36.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20504922",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P37",
      "title": "Architectural Interiority",
      "doi": "10.5281/zenodo.20505081",
      "doi_url": "https://doi.org/10.5281/zenodo.20505081",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "no_consciousness_boundary_theory",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P37.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P37.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P37.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P37.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P37.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P37.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P37.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P37.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P37.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20505081",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P38",
      "title": "Asymmetric Reflexivity",
      "doi": "10.5281/zenodo.20505224",
      "doi_url": "https://doi.org/10.5281/zenodo.20505224",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "simulation_only_protocol_target",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P38.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P38.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P38.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P38.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P38.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P38.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P38.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P38.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P38.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20505224",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P39",
      "title": "Cultural Wisdom Stewardship",
      "doi": "10.5281/zenodo.20505309",
      "doi_url": "https://doi.org/10.5281/zenodo.20505309",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "ethics_gates_and_authorized_partitions",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P39.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P39.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P39.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P39.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P39.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P39.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P39.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P39.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P39.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20505309",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P40",
      "title": "Spectral Wisdom Theory",
      "doi": "10.5281/zenodo.20505348",
      "doi_url": "https://doi.org/10.5281/zenodo.20505348",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "local_diagnostic_negative_controls",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P40.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P40.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P40.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P40.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P40.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P40.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P40.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P40.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P40.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20505348",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "F1-old",
      "title": "Machine Economic Agency",
      "doi": "10.5281/zenodo.20103761",
      "doi_url": "https://doi.org/10.5281/zenodo.20103761",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "old_finance_preprint_line",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/F1-old.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-old.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-old.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/F1-old.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-old.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-old.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/F1-old.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-old.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-old.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20103761",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P27/F1-trace",
      "title": "Unified Proof-Action Trace Pack",
      "doi": "10.5281/zenodo.20397217",
      "doi_url": "https://doi.org/10.5281/zenodo.20397217",
      "current_public_status": "PUBLIC_ZENODO_DATASET_RECORD",
      "evidence_level": "strict_public_minimal_trace_dataset",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P27_F1-trace.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P27_F1-trace.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P27_F1-trace.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P27_F1-trace.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P27_F1-trace.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P27_F1-trace.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P27_F1-trace.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P27_F1-trace.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P27_F1-trace.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20397217",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "F1-P8",
      "title": "No Trade Without Proof",
      "doi": "10.5281/zenodo.20505485",
      "doi_url": "https://doi.org/10.5281/zenodo.20505485",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "negative_result_financial_ai",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/F1-P8.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-P8.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-P8.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/F1-P8.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-P8.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-P8.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/F1-P8.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F1-P8.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F1-P8.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20505485",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "F2/P-AE/D3",
      "title": "No Act Without Proof supplementary engineering artifacts",
      "doi": "10.5281/zenodo.20508591",
      "doi_url": "https://doi.org/10.5281/zenodo.20508591",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "supplementary_engineering_artifacts",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/F2_P-AE_D3.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F2_P-AE_D3.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F2_P-AE_D3.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/F2_P-AE_D3.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F2_P-AE_D3.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F2_P-AE_D3.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/F2_P-AE_D3.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/F2_P-AE_D3.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/F2_P-AE_D3.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
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    {
      "paper_id": "P41",
      "title": "Confident Error Alone Does Not Predict Robot Data Value",
      "doi": "10.5281/zenodo.20568943",
      "doi_url": "https://doi.org/10.5281/zenodo.20568943",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "LOCAL_CONSTRUCTED_EVIDENCE_ONLY",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P41.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P41.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P41.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P41.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P41.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P41.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P41.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P41.md",
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          "resource_type": "software"
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        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P41.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20568943",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P42",
      "title": "Wisdom Is Not Capability",
      "doi": "10.5281/zenodo.20569156",
      "doi_url": "https://doi.org/10.5281/zenodo.20569156",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "SHADOW_ONLY_RUNTIME_EVIDENCE / NO_ALPHA_CLAIM",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P42.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P42.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P42.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P42.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P42.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P42.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P42.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P42.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P42.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20569156",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P43",
      "title": "Self-Certification Is Not Grounding",
      "doi": "10.5281/zenodo.20569248",
      "doi_url": "https://doi.org/10.5281/zenodo.20569248",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "THEORY_CONSTRUCTED_WITNESSES_ONLY",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P43.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P43.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P43.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P43.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P43.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P43.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P43.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P43.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P43.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20569248",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
    },
    {
      "paper_id": "P44",
      "title": "Reality-Bounded Improvement",
      "doi": "10.5281/zenodo.20571161",
      "doi_url": "https://doi.org/10.5281/zenodo.20571161",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "OPEN_MODEL_RSHADOW_FULL_ROLLOUT_CANDIDATE_INCLUDED_NOT_COMPLETED",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P44.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P44.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P44.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P44.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P44.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P44.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P44.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P44.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P44.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20571161",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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    {
      "paper_id": "P45",
      "title": "RBI/GEE Phase-2 Empirical",
      "doi": "10.5281/zenodo.20581591",
      "doi_url": "https://doi.org/10.5281/zenodo.20581591",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "C_CONTROLLED_POSITIVE / PUBLIC_NO_CREDIT_RECEIPTS / ROBOT_VLA_ADDENDUM_CANDIDATE",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P45.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P45.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P45.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P45.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P45.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P45.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P45.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P45.md",
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          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P45.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
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        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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    },
    {
      "paper_id": "P46",
      "title": "The Grounding Canon: Reality-Bounded Improvement, Grounding Laws, and the Cost of External Receipts",
      "doi": "10.5281/zenodo.20619452",
      "doi_url": "https://doi.org/10.5281/zenodo.20619452",
      "current_public_status": "PUBLIC_ZENODO_RECORD",
      "evidence_level": "GROUNDING_CANON_SYNTHESIS_T_C_RSHADOW_H_REVIEWED_LADDER",
      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P46.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P46.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P46.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P46.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P46.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P46.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P46.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P46.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P46.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20619452",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
      },
      "boundary": "Do not add non-public review material, credentials, customer data, private logs, real account records, or non-public execution traces to Zenodo metadata."
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    {
      "paper_id": "P47",
      "title": "Interventional Recovery Cells for Robot Learning from Physical Failure",
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      "doi_url": "https://doi.org/10.5281/zenodo.20619527",
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      "recommended_public_links": {
        "main_site_paper_card": "https://mianzhang.org/papers/public_index/P47.md",
        "github_paper_card": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P47.md",
        "hf_paper_card": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P47.md",
        "paper_index": "https://mianzhang.org/papers/",
        "concept_index": "https://mianzhang.org/concepts/",
        "challenge_route": "https://github.com/mmjbds/mianzhang.org/issues/new/choose"
      },
      "recommended_description_block": "Public navigation and challenge routes: main paper card https://mianzhang.org/papers/public_index/P47.md; GitHub card https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P47.md; Hugging Face technical mirror card https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P47.md; public paper index https://mianzhang.org/papers/; public issue routes https://github.com/mmjbds/mianzhang.org/issues/new/choose. Use this Zenodo DOI landing page as citation authority. The linked public routes provide navigation, issue routing, evidence boundaries, and challenge reports.",
      "recommended_related_identifiers": [
        {
          "identifier": "https://mianzhang.org/papers/public_index/P47.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
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          "identifier": "https://github.com/mmjbds/mianzhang.org/blob/main/papers/public_index/P47.md",
          "relation": "isSupplementedBy",
          "resource_type": "software"
        },
        {
          "identifier": "https://mmjbds-mianzhang-org.static.hf.space/papers/public_index/P47.md",
          "relation": "isSupplementedBy",
          "resource_type": "publication-other"
        },
        {
          "identifier": "https://github.com/mmjbds/mianzhang.org/issues/new/choose",
          "relation": "isSupplementedBy",
          "resource_type": "other"
        }
      ],
      "verification": {
        "zenodo_api_record": "https://zenodo.org/api/records/20619527",
        "success_condition": "public Zenodo metadata description or related_identifiers includes mianzhang.org, github.com/mmjbds, and huggingface.co or static.hf.space routes"
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    "external_submission_status": "https://mmjbds-mianzhang-org.static.hf.space/docs/external-submission-status-2026-06-15.html",
    "external_action_pack": "https://mmjbds-mianzhang-org.static.hf.space/docs/external-submission-action-pack-2026-06-15.html",
    "hf_technical_mirror": "https://mmjbds-mianzhang-org.static.hf.space/",
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