{"id":"W1593965333","doi":"10.1111/1556-4029.12842","title":"Craniofacial Superimposition: Historical Review and Current Issues","year":2015,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Craniofacial Disorders and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas College","funders":"Smithsonian Institution","keywords":"Superimposition; Digitization; Computer science; Craniofacial; Skull; Identification (biology); Computer vision; Artificial intelligence; Orthodontics; Computer graphics (images); Medical physics; Medicine; Anatomy; Biology","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":[0.001765315,0.001075793,0.001821663,0.007459951,0.0006647225,0.002354075,0.001754377,0.001493284,0.005980464],"category_scores_gemma":[0.00373368,0.0005840567,0.0007396325,0.009797509,0.001911669,0.003574941,0.001114271,0.001484022,0.002183989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102273,"about_ca_system_score_gemma":0.002261782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002199126,"about_ca_topic_score_gemma":0.002882904,"domain_scores_codex":[0.9993637,0.0001290761,0.0001649222,0.0001385059,0.0001668812,0.00003694008],"domain_scores_gemma":[0.9973672,0.001647656,0.0002890563,0.00008424614,0.0005014266,0.0001105426],"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":[0.0001073019,0.00006949316,0.000926579,0.01844417,0.00009118879,0.001027544,0.0003082548,0.0003298846,0.0003853645,0.00483694,0.02962276,0.9438506],"study_design_scores_gemma":[0.00001998023,0.0001263243,0.004300589,0.0180245,0.000306298,0.0124166,0.0007368043,0.000248056,0.0004322078,0.004817986,0.9584951,0.00007570266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001721349,0.9982225,0.000150893,0.0004155145,0.0002471216,0.000004016224,0.00002129237,0.000007757842,0.0007587158],"genre_scores_gemma":[0.001309962,0.9974039,0.0003123232,0.0002056363,0.0005551623,0.000008265112,0.00003241433,0.000003046172,0.000169195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007459951,"threshold_uncertainty_score":0.02000666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943921901512537,"score_gpt":0.3326568278475824,"score_spread":0.293217608832457,"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."}}