{"id":"W3008866597","doi":"10.1111/1556-4029.14305","title":"A Method to Interpolate Osteon Volume Designed for Histological Age Estimation Research","year":2020,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Canada Foundation for Innovation","keywords":"Osteon; Octant (instrument); Volume (thermodynamics); Biomedical engineering; Anatomy; Mathematics; Biology; Materials science; Geology; Cortical bone; Physics; Medicine; Optics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.002253117,0.00009428926,0.0002979051,0.0001956984,0.0007982197,0.00005816982,0.0003211571,0.00004891837,0.0001993952],"category_scores_gemma":[0.0008342317,0.00005825748,0.0001122241,0.0001428452,0.01194364,0.0001834041,0.00009951755,0.0002022864,0.00002221738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003288741,"about_ca_system_score_gemma":0.00008612528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001300197,"about_ca_topic_score_gemma":0.0006275346,"domain_scores_codex":[0.9986638,0.0001939511,0.000352883,0.0001843103,0.0003029623,0.0003020974],"domain_scores_gemma":[0.9986787,0.0005424012,0.0001768466,0.00004746798,0.0004456085,0.0001089219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009752939,0.00006296073,0.0005203162,0.00004067803,0.0001236621,0.00009953939,0.09159186,0.0001382816,0.0005051665,0.6477169,0.1429903,0.115235],"study_design_scores_gemma":[0.002498591,0.053281,0.0009866125,0.0003136822,0.0002884054,0.0004034446,0.2698079,0.02120133,0.006387816,0.2582946,0.3856592,0.000877425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2798068,0.001469695,0.2333937,0.4730978,0.002537814,0.0009272345,0.00002489381,0.00006984207,0.008672184],"genre_scores_gemma":[0.8634132,0.000008203005,0.1339222,0.001644677,0.0005152611,0.000006186383,6.786173e-7,0.000004499126,0.0004850847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5836064,"threshold_uncertainty_score":0.9907453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2670242413325667,"score_gpt":0.4273004058782499,"score_spread":0.1602761645456831,"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."}}