{"id":"W1513632362","doi":"10.1111/joa.12357","title":"Does 3D orientation account for variation in osteon morphology assessed by 2D histology?","year":2015,"lang":"en","type":"article","venue":"Journal of Anatomy","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Osteon; Orientation (vector space); Cortical bone; Anatomy; Compact bone; Aspect ratio (aeronautics); Geometry; Morphology (biology); Long axis; Materials science; Mathematics; Biology; Composite material","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":[0.001179396,0.00006950794,0.0002892686,0.0002744138,0.00002800174,0.00001084084,0.00006485001,0.0001334001,0.00003547656],"category_scores_gemma":[0.0006269198,0.00004388925,0.00004670975,0.0001802181,0.00003089062,0.0001895483,0.000009762088,0.0002667991,0.000005384532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071519,"about_ca_system_score_gemma":0.0006176564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001642084,"about_ca_topic_score_gemma":0.00008639463,"domain_scores_codex":[0.9987973,0.00008331307,0.0004819742,0.0001064493,0.00031631,0.0002146301],"domain_scores_gemma":[0.9985883,0.0001345187,0.0003095638,0.00009078324,0.0006646741,0.0002121671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02307724,0.003508052,0.3761403,0.001338736,0.000295918,0.0009715978,0.007491947,0.00006088618,0.2529166,0.001201981,0.2242657,0.1087311],"study_design_scores_gemma":[0.04979686,0.00942783,0.499715,0.000272488,0.0002736076,0.001111123,0.003532321,0.002957912,0.01563532,0.003437752,0.4134174,0.0004223949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870664,0.0004120332,0.002404822,0.008817891,0.0007140005,0.0003571713,0.000006565017,0.000005675875,0.0002153686],"genre_scores_gemma":[0.9964687,0.00007383317,0.002209051,0.0008159871,0.0001825624,0.0000137754,0.00001731914,0.00001050704,0.0002083147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2372813,"threshold_uncertainty_score":0.1789751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786696197583969,"score_gpt":0.378504905673603,"score_spread":0.3506379436977632,"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."}}