{"id":"W4386541162","doi":"10.1080/00085030.2023.2255410","title":"A preliminary study evaluating the relationship between force and incised trauma on pig rib bones","year":2023,"lang":"en","type":"article","venue":"Canadian Society of Forensic Science Journal","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"University of Toronto Mississauga","keywords":"Perpendicular; Blade (archaeology); Rib cage; Geology; Anatomy; Materials science; Orthodontics; Mathematics; Structural engineering; Geometry; Engineering; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003053883,0.00009541673,0.0001110639,0.0001008083,0.001046597,0.00007467929,0.0003438828,0.00006685685,0.000004433085],"category_scores_gemma":[0.0006203625,0.00006927441,0.00008990983,0.0005825755,0.001071077,0.00001000908,0.00008225964,0.0002314522,0.000002890839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005603338,"about_ca_system_score_gemma":0.0008924374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000700943,"about_ca_topic_score_gemma":0.001362574,"domain_scores_codex":[0.998499,0.00007101399,0.0002156688,0.0002437911,0.0005597367,0.0004107782],"domain_scores_gemma":[0.9990081,0.000142042,0.00009438842,0.00025206,0.0001931026,0.0003103651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008389432,0.00002973603,0.8315123,0.00002413581,0.0000910331,0.000008010709,0.008859936,0.0005298617,0.01033544,0.000176686,0.01854327,0.1298057],"study_design_scores_gemma":[0.0004752601,0.002193308,0.9831638,0.00002740537,0.00001881175,0.00003250858,0.008266129,0.0009293811,0.003115968,0.001586844,0.00009274006,0.00009780832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978238,0.0001321514,0.00002381791,0.001419115,0.00009005842,0.0002505014,0.000007641162,0.000003301041,0.0002496013],"genre_scores_gemma":[0.9983674,0.00001663809,0.0007219797,0.0001618271,0.0001672391,0.00000626405,0.000005888374,0.00000853416,0.0005442149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1516516,"threshold_uncertainty_score":0.8049684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09563156601597415,"score_gpt":0.3745107504717385,"score_spread":0.2788791844557643,"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."}}