{"id":"W4388191666","doi":"10.1080/21640629.2023.2275402","title":"Reimagining the athlete development pathway: constraints-led, learning-based, life-long","year":2023,"lang":"en","type":"article","venue":"Sports Coaching Review","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Niagara College","funders":"","keywords":"Psychology; Cognitive 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003772576,0.0002188834,0.0004537617,0.0000725878,0.001429904,0.00001722384,0.0002658105,0.00007530057,0.002005009],"category_scores_gemma":[0.001402083,0.0001348364,0.000129556,0.000504788,0.0001121664,0.00007606819,0.0001202918,0.001547574,0.002344657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008390076,"about_ca_system_score_gemma":0.002522707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004077915,"about_ca_topic_score_gemma":0.00001850435,"domain_scores_codex":[0.997128,0.0007480169,0.0007833791,0.0003490458,0.0004125487,0.0005790154],"domain_scores_gemma":[0.9979663,0.0008275225,0.0004272971,0.0004194312,0.0001200732,0.000239342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001704325,0.0001034623,0.1075921,0.008528631,0.00007351337,0.0000758804,0.009337698,0.0001769692,0.0000215295,0.005841901,0.04593495,0.8222963],"study_design_scores_gemma":[0.000182945,0.000008492726,0.02882485,0.007108259,0.00003163512,0.00000253861,0.000950231,0.0001730792,0.000002641362,0.00008045781,0.9624327,0.0002021797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2139815,0.1218784,0.01032312,0.345386,0.01841656,0.0167906,0.00006869819,0.007651507,0.2655036],"genre_scores_gemma":[0.9357093,0.009110672,0.000335882,0.04433112,0.0007269394,0.0005989994,0.0003312053,0.00008715939,0.008768698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9164978,"threshold_uncertainty_score":0.9998701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08964724807915374,"score_gpt":0.432424526545537,"score_spread":0.3427772784663833,"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."}}