{"id":"W2521636149","doi":"10.11575/prism/26629","title":"Investigating Athletic Career Transitions of Canadian Major Junior Hockey Players","year":2015,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice hockey; Field hockey; Psychology; Political science; Medicine; Football; Physical medicine and rehabilitation","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":[0.0002131997,0.0001607411,0.0005041338,0.001185054,0.000136901,0.00001115691,0.000296367,0.000271103,0.000550804],"category_scores_gemma":[0.00002074598,0.0002410169,0.0001760626,0.0004082858,0.00008638993,0.0001335843,0.00001357489,0.000235699,0.00005295257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132223,"about_ca_system_score_gemma":0.0003072663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3278576,"about_ca_topic_score_gemma":0.1088772,"domain_scores_codex":[0.9990898,0.000005843543,0.0003335048,0.0002656445,0.00007953004,0.0002256714],"domain_scores_gemma":[0.9988665,0.000008200007,0.0005182484,0.0002580143,0.0001289854,0.0002200305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003203423,0.0006463521,0.1355447,0.005659791,0.003424807,0.0003238618,0.2136364,0.0005997265,0.0003658151,0.3664767,0.1649588,0.1080426],"study_design_scores_gemma":[0.003689918,0.0004012664,0.3400423,0.00100799,0.0007639533,0.000007617483,0.007644973,0.1602121,0.0001537289,0.01632504,0.4671845,0.002566534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818719,0.001567484,0.0009810401,0.000304728,0.0004335913,0.0002530788,0.0001141552,0.00001625299,0.1144577],"genre_scores_gemma":[0.9674617,0.0006394688,0.005717345,0.00007802583,0.00003289869,0.000001045091,0.001636564,0.00004935918,0.02438359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3501517,"threshold_uncertainty_score":0.9828385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816777725292687,"score_gpt":0.1890948787993808,"score_spread":0.1609271015464539,"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."}}