{"id":"W3094130323","doi":"10.1002/wfs2.1399","title":"Current and emerging histomorphometric and imaging techniques for assessing<scp>age‐at‐death</scp>and cortical bone quality","year":2020,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Forensic Science","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"National Institute of Justice","keywords":"Modalities; Bone remodeling; Cortical bone; Process (computing); Human bone; Neuroscience; Computer science; Medicine; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001343297,0.0002974412,0.0006948264,0.000213617,0.002418479,0.0001350639,0.0001999082,0.00004217449,0.00002410219],"category_scores_gemma":[0.0008449974,0.0002169363,0.00009659122,0.0002101819,0.03300965,0.0004430067,0.001858587,0.0002703395,0.000005795374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006004671,"about_ca_system_score_gemma":0.00003363431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004813114,"about_ca_topic_score_gemma":0.0002625796,"domain_scores_codex":[0.9978424,0.0001044499,0.0005950388,0.0007641666,0.0002016244,0.000492343],"domain_scores_gemma":[0.9987445,0.0004311261,0.0002662115,0.0001913022,0.0001502458,0.0002165834],"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":[0.00008263312,0.0001350831,0.05349106,0.001669306,0.00006411995,0.00006808538,0.09520467,6.669031e-8,0.0008990012,0.2177231,0.04056986,0.590093],"study_design_scores_gemma":[0.001655261,0.001920111,0.03184262,0.002925342,0.0005918368,0.000591309,0.07555827,0.002437047,0.001302527,0.03006244,0.8498149,0.001298348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7356225,0.2345372,0.002199939,0.02121948,0.001474468,0.001676008,0.00006710357,0.0002547577,0.002948562],"genre_scores_gemma":[0.9851855,0.01081515,0.002472781,0.000892217,0.0003531535,0.00008899085,0.00001319035,0.00001803365,0.0001610059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809245,"threshold_uncertainty_score":0.9988802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09207082005278165,"score_gpt":0.380784050660063,"score_spread":0.2887132306072814,"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."}}