{"id":"W4402574712","doi":"10.1080/24704067.2024.2398746","title":"Athlete Insights on Climate Change and Winter Sport: Impacts, Thresholds, Adaptations, and Implications for the Future","year":2024,"lang":"en","type":"article","venue":"Journal of Global Sport Management","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Climate change; Environmental science; Climatology; Adaptation (eye); Psychology; Ecology; Biology; Geology; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002168743,0.0001267838,0.000198065,0.00006643025,0.0001118247,0.00007564975,0.00007899357,0.00003646192,0.00001420405],"category_scores_gemma":[0.000001175324,0.00007181631,0.00009854205,0.0001244079,0.00004152879,0.0001822349,0.00004956681,0.0001012081,0.000002162325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007250347,"about_ca_system_score_gemma":0.00001791619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003942167,"about_ca_topic_score_gemma":0.00002525991,"domain_scores_codex":[0.9991998,0.000001448271,0.0003316056,0.0001410288,0.0001605589,0.0001655737],"domain_scores_gemma":[0.9995138,0.000007938404,0.0001395775,0.0001682096,0.00006398065,0.0001064976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001526584,0.0002157525,0.3440171,0.001086139,0.0009748872,0.0004642619,0.0009540199,0.000007675146,0.00000886764,0.2440638,0.05693261,0.3497483],"study_design_scores_gemma":[0.000331978,0.0002793112,0.5602227,0.0003376033,0.0002462534,0.0002179425,0.0002882706,0.00004267416,0.000001405524,0.0003542439,0.4376275,0.00005011815],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187244,0.03639226,0.0002695879,0.03902861,0.00133879,0.001005374,0.00006489418,0.00002964873,0.003146398],"genre_scores_gemma":[0.969794,0.02670509,0.0004426028,0.001725043,0.001139188,0.00002128055,0.00000931285,0.00001095436,0.0001525103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806949,"threshold_uncertainty_score":0.2928584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953347502516939,"score_gpt":0.2975693378718842,"score_spread":0.2780358628467148,"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."}}