{"id":"W2727859643","doi":"10.1519/jsc.0000000000002076","title":"Validity and Reliability of 15 Hz Global Positioning System Units for Assessing the Activity Profiles of University Football Players","year":2017,"lang":"en","type":"article","venue":"The Journal of Strength and Conditioning Research","topic":"Sports Performance and Training","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Football; Reliability (semiconductor); Football players; Computer science; Simulation; Statistics; Mathematics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009632243,0.0004422832,0.0004083717,0.001613459,0.0002720244,0.0008381935,0.0008830989,0.0006023354,0.000623413],"category_scores_gemma":[0.03086322,0.0003456591,0.0007250555,0.001248336,0.0005855848,0.0004988976,0.0007578297,0.0003568992,0.0005034639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004950233,"about_ca_system_score_gemma":0.0005144032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008735721,"about_ca_topic_score_gemma":0.0110641,"domain_scores_codex":[0.9920317,0.003102207,0.001131181,0.0007484708,0.002691727,0.0002948172],"domain_scores_gemma":[0.9809838,0.007331599,0.0040717,0.001604452,0.005540702,0.0004677356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002548728,0.00008138629,0.9780636,0.00003726715,0.0001514258,0.00001990825,0.0004443293,0.0003670488,0.0005594739,0.00005769347,0.0002201978,0.01974273],"study_design_scores_gemma":[0.00002319556,0.0004067575,0.9953191,0.0000437372,0.00005085914,0.00007415418,0.0002958912,0.002695642,0.0004696393,0.00006127796,0.0005483144,0.00001144997],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948561,0.0004468545,0.002215834,0.00003934819,0.00005516283,0.0001455019,0.000423548,0.00002667161,0.001790998],"genre_scores_gemma":[0.9975744,0.000138979,0.001479675,0.00002234234,0.00001295411,0.0001005401,0.0003503326,0.000008698353,0.0003120872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009632243,"threshold_uncertainty_score":0.05094081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08112591014566811,"score_gpt":0.381453010071683,"score_spread":0.3003270999260149,"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."}}