{"id":"W2477671942","doi":"10.1007/978-0-387-22465-7_4","title":"Bone Shapes from a Paleopathology Study","year":2007,"lang":"en","type":"book-chapter","venue":"Springer series in statistics","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Paleopathology; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000229556,0.0004695131,0.0008293713,0.0002372692,0.0003120818,0.00002628906,0.0002118142,0.0003033283,0.005982715],"category_scores_gemma":[0.0000656116,0.000430742,0.00006635801,0.00001088423,0.01792638,0.00006248524,0.0003753413,0.0007099173,0.0002407259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004755921,"about_ca_system_score_gemma":0.00004356274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021696,"about_ca_topic_score_gemma":0.4038985,"domain_scores_codex":[0.9981745,0.00003929797,0.0006250353,0.0005327036,0.0002089521,0.000419453],"domain_scores_gemma":[0.9989684,0.0002968694,0.0002428758,0.0002976616,0.0001469906,0.00004718396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001609745,0.00007694204,0.003161359,0.0000272147,0.0002109937,0.002232057,0.02623886,1.953855e-7,1.165889e-7,0.9615554,0.002569395,0.003766474],"study_design_scores_gemma":[0.0008576376,0.00141341,0.004488995,0.000126826,0.0003432751,0.00002787556,0.04318915,0.000003540484,0.000001909919,0.2947484,0.6537484,0.001050623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003809012,0.005634406,0.0004979568,0.0008883355,0.005759418,0.0009299409,0.004390813,0.0002216021,0.9778685],"genre_scores_gemma":[0.1233463,0.001986194,0.006000854,0.0006654628,0.002400666,0.00004648985,0.0003905375,0.0001694148,0.8649941],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6668071,"threshold_uncertainty_score":0.9998145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449574675625432,"score_gpt":0.2858641830685996,"score_spread":0.2313684363123452,"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."}}