{"id":"W2595695858","doi":"","title":"Why ref? Understanding sport officials' motivations to begin, continue, and quit their avocations","year":2012,"lang":"en","type":"article","venue":"Journal of Exercise, Movement, and Sport","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Athletes; Psychology; Craft; Social psychology; Passion; Attrition; Public relations; Political science; Medicine; Art","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":[0.00354726,0.000266346,0.0003029763,0.001271859,0.002151611,0.004438809,0.0006085314,0.0009586498,0.002767255],"category_scores_gemma":[0.008686594,0.0003565095,0.0003596705,0.0006579301,0.001787699,0.002312264,0.001655289,0.001534507,0.0003947922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001603089,"about_ca_system_score_gemma":0.002308127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067913,"about_ca_topic_score_gemma":0.06585563,"domain_scores_codex":[0.9983358,0.0007416125,0.0001040075,0.0001976544,0.0002488755,0.0003721122],"domain_scores_gemma":[0.993824,0.002339419,0.001670302,0.000141197,0.0006908383,0.001334167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006513875,0.0001916579,0.7211978,0.0002341678,0.00004035973,0.0003181482,0.2424708,0.00006633253,0.0005336113,0.002128456,0.002350256,0.03040318],"study_design_scores_gemma":[0.000005141207,0.00007065274,0.5151439,0.0002871027,0.00002502616,0.0001759896,0.4746567,0.0002447152,0.0001128313,0.0009045656,0.008341912,0.00003143634],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992775,0.00050697,0.0004692274,0.002189981,0.00004194626,0.00001789856,0.00005788375,0.000004313211,0.003936849],"genre_scores_gemma":[0.9975047,0.0006576621,0.0004193775,0.0003280788,0.00002171143,0.00002471395,0.00008633175,0.000005970409,0.0009513603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02067913,"threshold_uncertainty_score":0.04111749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05077490292152457,"score_gpt":0.3215124298726013,"score_spread":0.2707375269510767,"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."}}