{"id":"W6912225107","doi":"10.5281/zenodo.16100877","title":"Paleotestudo undetermined","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"","keywords":"Fragment (logic); Margin (machine learning); Feature (linguistics)","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":[0.0004390644,0.0005720464,0.0004786573,0.001817018,0.001820776,0.00154845,0.0009289189,0.001225731,0.04550794],"category_scores_gemma":[0.001565901,0.0002477494,0.0002859042,0.001840983,0.001471361,0.001116289,0.001800383,0.0007907765,0.01164765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141106,"about_ca_system_score_gemma":0.0009558299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493581,"about_ca_topic_score_gemma":0.01929209,"domain_scores_codex":[0.999112,0.00005304988,0.0000543248,0.0003235943,0.0002464867,0.0002105345],"domain_scores_gemma":[0.999198,0.00009718957,0.0001739937,0.0001865711,0.0002192537,0.0001248906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001358823,0.0001698918,0.08485284,0.001902481,0.00009369476,0.006957799,0.006289667,0.0001593724,0.04851142,0.05413475,0.05090092,0.7446684],"study_design_scores_gemma":[0.00001982271,0.00007851375,0.05797534,0.0004020982,0.00004594186,0.002556733,0.0008016254,0.00009090036,0.003211472,0.001493897,0.9333082,0.00001543379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.265479,0.01259588,0.006496802,0.001356708,0.002419387,0.0003806281,0.0111237,0.0007492636,0.6993987],"genre_scores_gemma":[0.7900146,0.004071058,0.008082109,0.0008271676,0.0004490016,0.0001586206,0.0102046,0.0001699461,0.1860228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04550794,"threshold_uncertainty_score":0.1522392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516716292105955,"score_gpt":0.2616981960055031,"score_spread":0.2265310330844436,"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."}}