{"id":"W2346502977","doi":"10.18276/cej.2015.4-12","title":"Optimization of the Effort Preparation Process Among the Short Track Female Competitors in a Year Cycle","year":2015,"lang":"en","type":"article","venue":"Central European Journal of Sport Sciences and Medicine","topic":"Sports Performance and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competitor analysis; Championship; Anaerobic exercise; Track (disk drive); Sprint; Club; Operations management; Psychology; Aeronautics; Physical therapy; Engineering; Advertising; Medicine; Business; Marketing; Mechanical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003597682,0.0002674045,0.000226788,0.0002429401,0.0004910225,0.0003726063,0.0002366826,0.0002415725,0.002481328],"category_scores_gemma":[0.0006710315,0.000101756,0.0001052786,0.0001105762,0.0001276032,0.0001379641,0.0003703786,0.0001378333,0.000380875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001962107,"about_ca_system_score_gemma":0.0004385829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003393221,"about_ca_topic_score_gemma":0.008047579,"domain_scores_codex":[0.9997435,0.00005277278,0.00001084468,0.00006356616,0.00004811234,0.00008112677],"domain_scores_gemma":[0.9997036,0.00002521555,0.0000535699,0.000009189551,0.00003618324,0.0001721491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004773141,0.004762325,0.7319763,0.0002773402,0.0001060013,0.0006726427,0.002957863,0.00102621,0.0581588,0.0003326815,0.001140114,0.1938165],"study_design_scores_gemma":[0.0000318719,0.008286866,0.9846447,0.00002845035,0.00002438547,0.0002326999,0.001754857,0.000716214,0.001490847,0.00006881404,0.002703412,0.00001683455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992412,0.00009045211,0.0001864321,0.0000119134,0.000005505872,0.00001891764,0.00001550851,0.00000152011,0.0004286428],"genre_scores_gemma":[0.9962814,0.0001638144,0.0006506369,0.00001783687,0.0000133883,0.00004292093,0.0001274791,0.000003166803,0.002699238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003393221,"threshold_uncertainty_score":0.0083009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007369566340525,"score_gpt":0.2973772216687953,"score_spread":0.2673035260053901,"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."}}