{"id":"W4413593532","doi":"10.64628/aam.swdhfpsdc","title":"Fixing the problems at Hockey Canada will be difficult without leadership changes","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Athletic Training and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Political science; Ice hockey; Psychology; Physical medicine and rehabilitation; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002964256,0.0008137143,0.0006198526,0.001594933,0.01543975,0.008435901,0.001971487,0.006229481,0.2000044],"category_scores_gemma":[0.0132549,0.0005012655,0.0006974672,0.00220361,0.002677014,0.002994251,0.002657867,0.007540036,0.04785536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02696827,"about_ca_system_score_gemma":0.1033679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7841377,"about_ca_topic_score_gemma":0.9055428,"domain_scores_codex":[0.9950624,0.0002943729,0.00008983244,0.0003035103,0.002149938,0.002100026],"domain_scores_gemma":[0.9820664,0.001115024,0.0003009731,0.0006191461,0.009507032,0.006391451],"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":[0.00004089361,0.0001092831,0.003376576,0.00007009866,0.00001425805,0.0001853502,0.0003918846,0.0004924896,0.0003785824,0.01883784,0.9251525,0.05095026],"study_design_scores_gemma":[0.000024824,0.00003898776,0.01356993,0.0002095545,0.00002199622,0.0002257848,0.007774768,0.001184676,0.0005680859,0.01496488,0.9613304,0.00008604792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01980834,0.001777127,0.006116845,0.4594117,0.02939369,0.0003169592,0.002631579,0.001885015,0.4786588],"genre_scores_gemma":[0.07282842,0.00141007,0.007545435,0.02797806,0.002093634,0.00007181861,0.001281004,0.0008443043,0.8859473],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2158623,"threshold_uncertainty_score":0.6690813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3027512445761613,"score_gpt":0.4040005280503295,"score_spread":0.1012492834741683,"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."}}