{"id":"W2053597563","doi":"10.1080/02701367.2014.930090","title":"Describing Strategies Used by Elite, Intermediate, and Novice Ice Hockey Referees","year":2014,"lang":"en","type":"article","venue":"Research Quarterly for Exercise and Sport","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ice hockey; Elite; Psychology; Physical medicine and rehabilitation; Applied psychology; Aeronautics; Engineering; Medicine; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.002267516,0.0007828283,0.0003024501,0.002640449,0.0008163576,0.002106555,0.0009487574,0.0009242248,0.002526351],"category_scores_gemma":[0.01512981,0.0001806107,0.0003681058,0.0008332252,0.001086006,0.001013717,0.001172655,0.0004587251,0.0005825615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017608,"about_ca_system_score_gemma":0.001034209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005728068,"about_ca_topic_score_gemma":0.01231056,"domain_scores_codex":[0.9982863,0.0006701572,0.0002078711,0.0002104225,0.0003837177,0.0002414863],"domain_scores_gemma":[0.9938092,0.002892251,0.001485634,0.0002352847,0.001125459,0.0004521507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00045268,0.0005424879,0.483512,0.001222674,0.0001377387,0.00194283,0.3204528,0.0009528889,0.02236596,0.0009323696,0.001910027,0.1655754],"study_design_scores_gemma":[0.00005005567,0.0018537,0.4558854,0.0008979385,0.0001800493,0.004142517,0.5076265,0.004009527,0.01000257,0.001200891,0.0139099,0.0002409494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948555,0.0003672012,0.002762259,0.00009163097,0.0000100434,0.00006953294,0.00008516901,0.00003719872,0.001721389],"genre_scores_gemma":[0.9931903,0.0004137756,0.004695155,0.00005653276,0.000009278847,0.0000993715,0.0001674357,0.00001150719,0.001356552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005728068,"threshold_uncertainty_score":0.01199186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06620174434187065,"score_gpt":0.3804445641062505,"score_spread":0.3142428197643799,"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."}}