{"id":"W4413270041","doi":"10.1080/02640414.2025.2545703","title":"Longitudinal development of match performance in elite field hockey players training within a high-performance environment","year":2025,"lang":"en","type":"article","venue":"Journal of Sports Sciences","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wheelchair Rugby Canada","funders":"","keywords":"Field hockey; League; Match play; Training (meteorology); Mathematics; Statistics; Simulation; Computer science; Physical therapy; Football; Medicine; Geography; Meteorology; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006373562,0.0001712567,0.0002036047,0.0006442023,0.0003457456,0.0005002803,0.0002295393,0.0004090834,0.001137163],"category_scores_gemma":[0.001439056,0.0001711931,0.0001714092,0.0005041184,0.0001718137,0.0003389088,0.0004129223,0.0003451407,0.0003967818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002157204,"about_ca_system_score_gemma":0.000253806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148778,"about_ca_topic_score_gemma":0.01586032,"domain_scores_codex":[0.9997028,0.00005668583,0.00001844441,0.00007743011,0.00005925539,0.00008538238],"domain_scores_gemma":[0.998879,0.0001310684,0.0003761993,0.00006162975,0.0001880122,0.0003640818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009489272,0.00006853227,0.9977457,0.000003493867,0.00001998632,0.00003665802,0.0001800969,0.00002989075,0.0004852466,0.000007560794,0.0000410682,0.001286859],"study_design_scores_gemma":[4.185389e-7,0.00006683731,0.999749,9.446611e-7,0.000002294041,0.00001719978,0.000079773,0.00002052154,0.00002465789,0.000001542419,0.00003602804,7.547866e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996713,0.00003719931,0.00003751574,0.000006360065,0.000001579378,0.000001908327,0.0001001636,0.000001254992,0.0001427548],"genre_scores_gemma":[0.9993193,0.00002961473,0.00003732623,0.00000580806,0.000002289793,0.000003871338,0.0002333682,9.27096e-7,0.0003674779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148778,"threshold_uncertainty_score":0.02284181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950010050348524,"score_gpt":0.2730476931195,"score_spread":0.2435475926160148,"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."}}