{"id":"W2084431992","doi":"10.1260/1747-9541.8.4.641","title":"“Let's Pick Him!”: Ratings of Skill Level on the Basis of in-Game Playing Behaviour in Bantam League Junior ICE Hockey","year":2013,"lang":"en","type":"article","venue":"International Journal of Sports Science & Coaching","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"League; Psychology; Coaching; Ice hockey; Applied psychology; Task (project management); Association (psychology); Basketball; Physical medicine and rehabilitation; Engineering","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":[0.0008765486,0.0002303929,0.0001483248,0.000487377,0.000305358,0.0005638296,0.0003151267,0.0003136909,0.001345578],"category_scores_gemma":[0.005351291,0.0001789128,0.0001168999,0.0001916134,0.0005766447,0.0002568881,0.0004034862,0.0003788277,0.0002625245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004740974,"about_ca_system_score_gemma":0.0003207765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05813423,"about_ca_topic_score_gemma":0.1135058,"domain_scores_codex":[0.9996659,0.00009585092,0.00003044752,0.00003996179,0.0001149062,0.00005311838],"domain_scores_gemma":[0.9971295,0.0009065534,0.0006954168,0.00007462849,0.0006447072,0.0005492466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008355034,0.0004078562,0.969815,0.0000700764,0.00005815857,0.0002140617,0.007242084,0.0001424924,0.01033735,0.00003288031,0.0003615281,0.01048294],"study_design_scores_gemma":[0.000004881395,0.0002138746,0.9963486,0.000008318281,0.000007335742,0.00006071696,0.002499415,0.0002468612,0.0004835112,0.000009082636,0.0001118108,0.000005671131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994733,0.00001081156,0.00007345186,0.00001005488,0.000002144514,0.00001063332,0.00001770434,0.000001322942,0.0004006505],"genre_scores_gemma":[0.9991703,0.00002541723,0.0001866361,0.00001011557,0.000002197816,0.000008469756,0.00006528677,0.000001376475,0.000530272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05813423,"threshold_uncertainty_score":0.1155917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342046119052531,"score_gpt":0.3354486556838657,"score_spread":0.3020281944933404,"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."}}