{"id":"W4382237339","doi":"10.22514/jomh.2023.037","title":"The associations between training and match demands of male professional football players over a season","year":2023,"lang":"en","type":"article","venue":"Journal of Men s Health","topic":"Sports Performance and Training","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Exercise Physiology","funders":"","keywords":"Football players; Match play; Football; Training (meteorology); Physical therapy; Animal science; Mathematics; Psychology; Demography; Medicine; Statistics; Geography; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.002097637,0.00005927858,0.0003059629,0.00009716042,0.0001940666,0.000007805466,0.00004670687,0.00004525976,0.00001556854],"category_scores_gemma":[0.00003872661,0.00003682082,0.00005802139,0.0001769401,0.00002850548,0.00007779457,0.00001460619,0.0002675941,0.00000121968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000683671,"about_ca_system_score_gemma":0.0006554705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000175062,"about_ca_topic_score_gemma":0.00001199381,"domain_scores_codex":[0.9988476,0.00002153812,0.0004675043,0.00005681231,0.0003934673,0.0002130937],"domain_scores_gemma":[0.9990271,0.0001636262,0.0005275945,0.00006062518,0.00007760365,0.000143429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007405276,0.00002319485,0.9707788,0.00006986992,0.0001279567,0.00001284782,0.008306962,0.000006021308,0.00003029585,0.0001265358,0.005659983,0.0147835],"study_design_scores_gemma":[0.001237037,0.0003706639,0.9901239,0.0003365579,0.00004410911,0.00005593665,0.005277474,0.000168963,0.00001809747,0.00007316783,0.002262138,0.00003194444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926361,0.000293249,0.000009319911,0.006238356,0.0001320485,0.0001111493,0.000008455511,0.000007551595,0.000563805],"genre_scores_gemma":[0.9981528,0.0004906848,0.0002071648,0.0002454111,0.0002940411,0.000001555668,0.000008522807,0.000009015232,0.0005908175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01934513,"threshold_uncertainty_score":0.150151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06300638241277891,"score_gpt":0.3815023738921299,"score_spread":0.318495991479351,"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."}}