{"id":"W4412469927","doi":"10.1177/17479541251356807","title":"Implementing biomechanical analyses for indigenous athlete development: Lessons from applying the Knowledge-to-Action framework with a remote First Nation hockey team","year":2025,"lang":"en","type":"article","venue":"International Journal of Sports Science & Coaching","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ice hockey; Indigenous; Action (physics); Team sport; Psychology; Applied psychology; Physical medicine and rehabilitation; Athletes; Physical therapy; Medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.06567223,0.00112647,0.0008881137,0.003520681,0.02396888,0.01081884,0.004585773,0.003310871,0.006416193],"category_scores_gemma":[0.04315355,0.0006803857,0.0009925796,0.002021772,0.03087848,0.007845894,0.01731597,0.006297927,0.0009925701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02804644,"about_ca_system_score_gemma":0.1413077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2404276,"about_ca_topic_score_gemma":0.5130274,"domain_scores_codex":[0.9662083,0.02421738,0.0008987102,0.001927652,0.003806455,0.002941371],"domain_scores_gemma":[0.9499162,0.03064917,0.001450751,0.004076917,0.008854099,0.005052882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007633203,0.001136232,0.01714999,0.001579665,0.00007613501,0.001614313,0.6525739,0.001971756,0.002522519,0.07270151,0.00721362,0.2413839],"study_design_scores_gemma":[0.00005280538,0.0004871124,0.0251233,0.003752616,0.00008262022,0.0005281399,0.7206746,0.002576613,0.001960221,0.09243404,0.1521754,0.0001525581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2805821,0.003935075,0.2472338,0.1397779,0.001112488,0.005169021,0.0002476253,0.0008487952,0.3210933],"genre_scores_gemma":[0.7700413,0.002056052,0.2064892,0.005242251,0.00008807693,0.002003644,0.0001014439,0.0002404281,0.01373767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7595724,"threshold_uncertainty_score":0.4780562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09997198645950914,"score_gpt":0.4469659143392026,"score_spread":0.3469939278796935,"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."}}