{"id":"W2151251066","doi":"10.1111/1556-4029.12966","title":"Quantification of Osteon Morphology Using Geometric Histomorphometrics","year":2015,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dillon Consulting","funders":"Università Degli Studi di Modena e Reggio Emila; University of Dundee","keywords":"Osteon; Morphology (biology); Forensic anthropology; Biology; Geography; Zoology; Archaeology; Anatomy","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":[0.001621989,0.0006813665,0.0004189275,0.00542649,0.0003462452,0.0007877552,0.0006968065,0.000364125,0.001819216],"category_scores_gemma":[0.004344803,0.0003314865,0.0003611809,0.003295784,0.001157425,0.0008439216,0.0009187987,0.0003628096,0.000427434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000408481,"about_ca_system_score_gemma":0.0004463849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008040016,"about_ca_topic_score_gemma":0.002026618,"domain_scores_codex":[0.9982015,0.0003052405,0.0001114697,0.0003050225,0.001025577,0.00005112789],"domain_scores_gemma":[0.9982579,0.0004995025,0.0004338095,0.0003167432,0.0004498996,0.00004210462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002689808,0.00008582955,0.05202902,0.0004984949,0.0001802373,0.0003324366,0.0006421887,0.02149787,0.5210316,0.009214351,0.0007990841,0.3934198],"study_design_scores_gemma":[0.00004391192,0.0008372669,0.4267759,0.0001082514,0.0002191884,0.005929509,0.0008930688,0.1900444,0.3436189,0.0148689,0.01635811,0.0003025257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3307471,0.0008876855,0.6610994,0.00007689024,0.00005087867,0.000255992,0.0007341955,0.0008161497,0.005331757],"genre_scores_gemma":[0.6249564,0.0005140434,0.3728031,0.00002123765,0.00002735742,0.0001749927,0.0004898473,0.0001572997,0.0008557994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00542649,"threshold_uncertainty_score":0.008578002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2650591323447448,"score_gpt":0.3745536465411734,"score_spread":0.1094945141964286,"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."}}