{"id":"W3092185170","doi":"10.1016/j.micron.2020.102955","title":"Osteon circularity and longitudinal morphology: Quantitative and qualitative three-dimensional perspectives on human Haversian systems","year":2020,"lang":"en","type":"article","venue":"Micron","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Osteon; Context (archaeology); Anatomy; Transverse plane; Materials science; Morphology (biology); Long axis; Cortical bone; Biology; Mathematics; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003745952,0.0001559985,0.0003577017,0.00008902801,0.000240102,0.00002783901,0.00004027634,0.00011192,0.00004219758],"category_scores_gemma":[0.0001505753,0.0001362028,0.00003977552,0.0001132469,0.0003634809,0.00006146232,0.00006315008,0.0004008366,0.00003392582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009133331,"about_ca_system_score_gemma":0.00007726269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001031302,"about_ca_topic_score_gemma":0.00008682691,"domain_scores_codex":[0.9985746,0.0002083232,0.0001960995,0.0004886626,0.0002475335,0.0002848005],"domain_scores_gemma":[0.9991642,0.0001685407,0.00006484923,0.0001231827,0.0001315567,0.0003476494],"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":[0.007977543,0.001032127,0.2096569,0.003559644,0.0006451849,0.001185297,0.2214837,0.00001586775,0.5075443,0.03622707,0.009358376,0.001313952],"study_design_scores_gemma":[0.008112676,0.01175256,0.833167,0.0005238616,0.0001629944,0.0003577247,0.1400737,0.001376292,0.002660709,0.0002750708,0.0009731726,0.0005642264],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879107,0.004162775,0.00005691758,0.006889074,0.00003342559,0.0005582459,0.0000398922,0.00003083452,0.0003181171],"genre_scores_gemma":[0.9988688,0.00003653067,0.0004360501,0.0004724429,0.00005634328,0.00001286704,0.0000310843,0.00001633493,0.00006949849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6235101,"threshold_uncertainty_score":0.5554188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357366041754448,"score_gpt":0.4135620927461978,"score_spread":0.2778254885707531,"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."}}