{"id":"W4372402520","doi":"10.54691/bcpbm.v45i.4940","title":"Study of the Ice Hockey Popularity and Future Planning in China","year":2023,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice hockey; China; Popularity; Competition (biology); Government (linguistics); Political science; Advertising; Business; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006945873,0.00007876784,0.0001255129,0.00006005974,0.0003432859,0.00002942009,0.0002245372,0.00004490869,0.00001268246],"category_scores_gemma":[0.00001420964,0.00006172697,0.00002719217,0.001234774,0.00006467858,0.00008185807,0.0002025703,0.00007873162,0.000001369873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004034191,"about_ca_system_score_gemma":0.00002171443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005172345,"about_ca_topic_score_gemma":0.00256203,"domain_scores_codex":[0.9990023,0.00007895515,0.0001472415,0.0001937872,0.0003757938,0.0002019204],"domain_scores_gemma":[0.9996687,0.00001017283,0.00006824141,0.0001985274,0.00002942436,0.00002496343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001701371,0.0004155638,0.4977699,0.0001573387,0.00007584166,0.0000870615,0.4212766,0.0004973609,0.000002191667,0.005126213,0.003726482,0.07084839],"study_design_scores_gemma":[0.0002297037,0.000001268852,0.7428216,0.00001434934,0.00001498525,8.592627e-8,0.2477229,0.000005748358,1.880277e-7,0.0003340059,0.008801861,0.00005328066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934605,0.0001199019,0.000001515811,0.001601917,0.000507166,0.0004987474,0.000001003844,0.00004588993,0.003763379],"genre_scores_gemma":[0.997834,0.0002664524,0.00002445079,0.00006277292,0.0001651092,0.00001998313,0.000002221522,0.000006481706,0.001618562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2450517,"threshold_uncertainty_score":0.7819074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370334802712711,"score_gpt":0.3109175256723891,"score_spread":0.277214177645262,"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."}}