{"id":"W3058382460","doi":"10.3389/fspor.2020.570937","title":"Large Reductions in Match Play Physical Performance Variables Across a Professional Football Season With Control for Situational and Contextual Variables","year":2020,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Sports Performance and Training","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sprint; Animal science; Mathematics; Football; Statistics; Quarter (Canadian coin); Demography; Psychology; Medicine; Physical therapy; Geography; Biology","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":[0.0009968199,0.000301077,0.000318762,0.0002812055,0.0006227882,0.0005518087,0.0003320182,0.0002672916,0.001743046],"category_scores_gemma":[0.002359131,0.0002786323,0.0003376012,0.0003456581,0.000380777,0.0003348083,0.0007079961,0.0004498685,0.0001882327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003434727,"about_ca_system_score_gemma":0.0006213437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02091504,"about_ca_topic_score_gemma":0.0468064,"domain_scores_codex":[0.999222,0.0001628376,0.00003850896,0.0002935084,0.0001533474,0.0001298172],"domain_scores_gemma":[0.9984274,0.0004947961,0.0004971549,0.000184036,0.0001959193,0.0002007636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001310928,0.0004319873,0.9642155,0.00006929712,0.0003762445,0.0001637867,0.0008599085,0.0006051507,0.01836131,0.0001017908,0.0003150302,0.01318916],"study_design_scores_gemma":[0.000001771316,0.0001112557,0.9994778,0.000001301303,0.00001149736,0.00001300281,0.00008459029,0.00008551512,0.0001160732,0.000007689237,0.00008837957,0.00000111658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984217,0.00007584241,0.000775712,0.00003005677,0.00001009899,0.00001853772,0.0001850123,0.000009719814,0.0004734049],"genre_scores_gemma":[0.9987748,0.00002043816,0.000370246,0.0000251363,0.000004387569,0.00002405316,0.0002209101,0.000005005211,0.0005549182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091504,"threshold_uncertainty_score":0.04158658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024267477130032,"score_gpt":0.2594205663170601,"score_spread":0.2491778915457598,"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."}}