{"id":"W7084419266","doi":"10.5281/zenodo.17235864","title":"Data from: From Ground to Canopy: A Molecularly Verified Herpetofaunal Inventory of a Madagascar Protected Area","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Department of Environment and Conservation","funders":"","keywords":"Web site; Code (set theory); Protected area; Centroid; Global Positioning System; Data file","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007149902,0.001189377,0.0008310905,0.002971696,0.0007469068,0.001495761,0.001517109,0.001036468,0.05516731],"category_scores_gemma":[0.003295784,0.0005156912,0.0005786148,0.005580941,0.0002971542,0.0008962687,0.001602812,0.0009663178,0.04073884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00122319,"about_ca_system_score_gemma":0.001811629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03894503,"about_ca_topic_score_gemma":0.05921918,"domain_scores_codex":[0.9994363,0.00007130036,0.00008182762,0.000161832,0.0001406779,0.0001079851],"domain_scores_gemma":[0.9983702,0.0003294035,0.000297932,0.0003035652,0.0005160102,0.0001828202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008589429,0.00002569945,0.004733889,0.001154656,0.00004427468,0.00004786439,0.0001107464,0.0002889408,0.0003500227,0.0005150273,0.9882886,0.004354393],"study_design_scores_gemma":[0.0001373726,0.00001589367,0.03034083,0.0004351708,0.00003442445,0.0000686819,0.0002450689,0.0002028639,0.0004440986,0.0005698973,0.9674726,0.00003322073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002762227,0.00002634367,0.00002687324,0.00002581704,0.000006667223,0.000006700516,0.9991024,0.00007868082,0.000450348],"genre_scores_gemma":[0.0009418009,0.00003506422,0.0002280083,0.00002771167,0.000003625207,0.00007765965,0.9981223,0.00003256289,0.0005313529],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05516731,"threshold_uncertainty_score":0.1845531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04281494889889606,"score_gpt":0.2656485885856511,"score_spread":0.222833639686755,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}