{"id":"W4283823905","doi":"10.1111/1556-4029.15087","title":"Survivability versus rate of recovery for skeletal elements in forensic anthropology","year":2022,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Institute of Justice","keywords":"Survivability; Forensic anthropology; Forensic science; Criminology; Forensic engineering; History; Engineering; Psychology; Archaeology; Reliability engineering","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002627075,0.0001287275,0.0004666197,0.0003090927,0.0007534706,0.00001040444,0.0003352326,0.00003483505,0.0008890581],"category_scores_gemma":[0.0003664199,0.00009565263,0.0002031876,0.0001504618,0.02566602,0.0002033225,0.0001714467,0.000213664,8.915841e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006909758,"about_ca_system_score_gemma":0.0001926522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086399,"about_ca_topic_score_gemma":0.02017768,"domain_scores_codex":[0.9982806,0.0002203394,0.0007188926,0.0001974297,0.0002388485,0.0003438919],"domain_scores_gemma":[0.9981846,0.0007888289,0.0006510293,0.000100717,0.0002431907,0.00003169725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.005448101,0.0007342737,0.07527421,0.00009557638,0.0006516943,0.00006416815,0.02305216,0.0003565159,0.00009008473,0.8248759,0.02192733,0.04742997],"study_design_scores_gemma":[0.01150541,0.04607346,0.01447828,0.00008817836,0.0003232118,0.0001640014,0.5851761,0.0005246397,0.002821585,0.286383,0.05162057,0.000841637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836885,0.0006801464,0.0000462277,0.006308583,0.007581647,0.000173775,0.0000639134,0.000005485677,0.001451662],"genre_scores_gemma":[0.998605,0.00008403314,0.000787555,0.0001565532,0.00021759,0.000008290317,0.000003296847,0.00000505495,0.0001326612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5621239,"threshold_uncertainty_score":0.9977015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06860970273130446,"score_gpt":0.3247147155917327,"score_spread":0.2561050128604282,"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."}}