{
  "schema_version": "1.0",
  "snapshot_date": "2026-06-27",
  "period": "2026-w26",
  "captured_at": "2026-06-27T18:40:51+00:00",
  "methodology_version": "m1",
  "snapshot_id": "90e607b982fa",
  "fetcher_version": "collect/2.0",
  "license": "CC0-1.0",
  "domain": {
    "slug": "ai",
    "label": "Artificial Intelligence"
  },
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    "github_commit_velocity": "log-slope of weekly commit counts (last 26 weeks); within-cohort robust-z (median/MAD), residualized on log stars. Stars are never scored.",
    "openalex_citation_momentum": "log-slope of citations-per-year measuring recent momentum: partial current year dropped, earliest (birth) year dropped when >=4 exist, >=3 completed years required; within-cohort robust-z, residualized on log total citations."
  },
  "gate": "Rising = >=2 axes present AND >=2 axes rising. An axis is rising if raw slope > 0 AND within-cohort z >= 0; commit-velocity additionally requires >= 5 avg weekly commits (a dormant repo is not rising). Positive-only; no 'worst' list.",
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      "label": "Robotics & Embodied AI",
      "industry": "robotics",
      "sub_niche": "embodied-ai"
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      "label": "AI for Science — Molecular & Drug Discovery",
      "industry": "ai-for-science",
      "sub_niche": "drug-discovery"
    },
    "ai-coding-agents": {
      "label": "AI Agents for Software Engineering",
      "industry": "developer-tools",
      "sub_niche": "coding-agents"
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        "github_commit_velocity": {
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        "github_commit_velocity"
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      },
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      "entity_id": "e_J4DR3YCQCAN",
      "name": "Genesis",
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        "github_commit_velocity"
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      "status": "single-axis",
      "incumbent": false,
      "builder": null,
      "note": "No canonical peer paper in OpenAlex; axis-2 absent."
    },
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      "entity_id": "e_J32HBKYVHAT",
      "name": "OpenVLA",
      "slug": "openvla",
      "entity_type": "repo",
      "homepage": "https://openvla.github.io/",
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      "openalex_work_ids": [
        "W4399695759"
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      "industry": "robotics",
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      "cohort": "robotics-embodied",
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        "github_commit_velocity": {
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        "openalex_citation_momentum": {
          "status": "insufficient",
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            "2024": 3,
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            "2026": 6
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      "momentum": 50,
      "percentile": 50,
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        "github_commit_velocity"
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      "rising": false,
      "status": "single-axis",
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      "name": "dora-rs",
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        "github_commit_velocity"
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        "github_commit_velocity"
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      "rising": false,
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      "incumbent": false,
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      "note": "Title-matching OpenAlex record had author mismatch; treated as axis-2 absent."
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      "entity_id": "e_N0ZEZQYXT6K",
      "name": "Isaac Lab",
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        "github_commit_velocity",
        "openalex_citation_momentum"
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        "openalex_citation_momentum"
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      "entity_id": "e_N73RT0QZ0X4",
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      "axes_present": [
        "github_commit_velocity",
        "openalex_citation_momentum"
      ],
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      "rising": false,
      "status": "tracked",
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      "builder": null,
      "note": "OpenAlex undercounts vs Scholar; slope direction usable, magnitude not."
    },
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      "entity_id": "e_03QFRGK7VQX",
      "name": "MuJoCo",
      "slug": "mujoco",
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        "github_commit_velocity",
        "openalex_citation_momentum"
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        "github_commit_velocity",
        "openalex_citation_momentum"
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      "note": "Mature incumbent — included as cohort calibration; measured but not badge-eligible (P5 inclusion rule)."
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      "confidence": "medium",
      "axes_present": [
        "github_commit_velocity",
        "openalex_citation_momentum"
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        "openalex_citation_momentum"
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      "industry": "ai-for-science",
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      "percentile": 60,
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      "note": "Mature incumbent — cohort calibration; measured but not badge-eligible. Science pub + bioRxiv preprint summed by year."
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