{"id":"W6930581317","doi":"10.5281/zenodo.15006581","title":"InsightSoftwareConsortium/ITKBoneMorphometry: ITKBoneMorphometry 1.5.1","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biocrusts and Microbial Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Work (physics); Relation (database); Process (computing); Context (archaeology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002845183,0.00419854,0.002044766,0.003844194,0.001662051,0.009054686,0.006825002,0.00238342,0.553326],"category_scores_gemma":[0.01360498,0.00382517,0.002899737,0.004142377,0.001034502,0.0106887,0.006984518,0.004149754,0.6236066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352662,"about_ca_system_score_gemma":0.002622321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007918705,"about_ca_topic_score_gemma":0.008199532,"domain_scores_codex":[0.9962887,0.0002722092,0.0002187693,0.0006549119,0.002030536,0.0005348957],"domain_scores_gemma":[0.9936744,0.0008019206,0.000283768,0.002229901,0.002421255,0.000588753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001529723,0.00002657415,0.0004015834,0.0003706498,0.00003027755,0.00005403464,0.0001008714,0.0003189484,0.001515539,0.001507238,0.9595054,0.03601588],"study_design_scores_gemma":[0.0000796447,0.00002324309,0.000950771,0.0001619259,0.0000328009,0.0001898935,0.00008560256,0.001702228,0.00705138,0.004076074,0.9855428,0.0001035499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009403539,0.0003452518,0.05391937,0.000841755,0.000720695,0.0002046502,0.07327849,0.8115572,0.05819226],"genre_scores_gemma":[0.006013872,0.0003405255,0.04090214,0.0006503882,0.000123916,0.0003224194,0.1117976,0.7763749,0.0634743],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.553326,"threshold_uncertainty_score":0.6371263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02231768498490623,"score_gpt":0.2079634976654589,"score_spread":0.1856458126805527,"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."}}