{"id":"W4414494573","doi":"10.5744/fa.2025.0012","title":"Turhon A. Murad","year":2025,"lang":"en","type":"article","venue":"Forensic Anthropology","topic":"Islamic Studies and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Certificate; State (computer science); Biography; Identification (biology); Forensic science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007387478,0.000395055,0.000364858,0.0008347764,0.002256125,0.002506593,0.0004693504,0.001130694,0.1167158],"category_scores_gemma":[0.003963565,0.0001474586,0.0001353361,0.0003068261,0.0005468052,0.001096367,0.001454705,0.001518251,0.03756849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008523779,"about_ca_system_score_gemma":0.001812058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002355908,"about_ca_topic_score_gemma":0.004069631,"domain_scores_codex":[0.9994798,0.0001075051,0.00001948776,0.0001540578,0.0001702138,0.00006883474],"domain_scores_gemma":[0.9980175,0.0002344913,0.0001097482,0.00005357905,0.0007356424,0.0008490164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000337745,0.00002812224,0.0009496375,0.0001351117,0.000002741273,0.0003425098,0.000515996,0.00003473557,0.0002666922,0.003489214,0.8863588,0.1078427],"study_design_scores_gemma":[0.00000374713,0.00002595983,0.001293489,0.0001470848,0.000003125158,0.001132318,0.000573842,0.0000819007,0.0001979518,0.0007016601,0.9958295,0.000009402028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0242376,0.1131494,0.007401683,0.2823207,0.124727,0.0002274494,0.001266409,0.002406648,0.4442631],"genre_scores_gemma":[0.1378581,0.03717535,0.004637037,0.05365717,0.01522785,0.0002026467,0.0007505344,0.0005818793,0.7499095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8832842,"threshold_uncertainty_score":0.3904533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407923342038109,"score_gpt":0.3288139415454678,"score_spread":0.3147347081250867,"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."}}