{"id":"W2235291316","doi":"","title":"Testing the accuracy of adult skeletal age estimation methods: original methods versus revised and newer methods.","year":2013,"lang":"en","type":"article","venue":"","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pubic symphysis; Forensic anthropology; Medicine; Statistics; Orthodontics; Mathematics; Surgery; Geography; Pelvis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001148172,0.0001900964,0.0003596521,0.0000620244,0.0005795425,0.00004295978,0.0001543244,0.00007523331,0.001988155],"category_scores_gemma":[0.003653534,0.0001045359,0.00007594754,0.00006757978,0.0112519,0.0002337844,0.0001666606,0.0002106191,0.00002260989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001062731,"about_ca_system_score_gemma":0.00002518123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294881,"about_ca_topic_score_gemma":0.0006688797,"domain_scores_codex":[0.9981546,0.0009225538,0.0003534702,0.0002373714,0.00007960787,0.0002524087],"domain_scores_gemma":[0.9925245,0.006651875,0.0002157724,0.0002167976,0.000351414,0.00003964102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003419728,0.00001764725,0.0001095509,0.00004176439,0.0001593592,0.000001268169,0.006789076,0.00000104299,0.0002301975,0.5838655,0.001985037,0.4067653],"study_design_scores_gemma":[0.006567725,0.003431682,0.008490276,0.0003284312,0.00196454,0.0001028653,0.3011914,0.0371055,0.01708126,0.376735,0.2448203,0.002181054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06906565,0.006624711,0.555531,0.05692319,0.007267862,0.002952838,0.00002628943,0.0006285048,0.30098],"genre_scores_gemma":[0.04263627,0.00007349122,0.9553508,0.0004224077,0.0001879266,0.0000387148,0.000004692157,0.00001148957,0.001274243],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4045843,"threshold_uncertainty_score":0.9989241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059309256906185,"score_gpt":0.4116687724606442,"score_spread":0.3057378467700256,"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."}}