{"id":"W4383904402","doi":"10.1016/j.jbiomech.2023.111724","title":"Comparison of acceleration-speed profiles from training and competition to individual maximal sprint efforts","year":2023,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Sports Performance and Training","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian Sport Centre Pacific; University of Victoria","funders":"","keywords":"Sprint; Statistics; Acceleration; Mathematics; Confidence interval; In situ; Physics; Physical therapy; Medicine; Meteorology","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":[0.0006176061,0.0003700277,0.00043133,0.001837203,0.0001963376,0.0004470678,0.0002404608,0.0005409368,0.002141981],"category_scores_gemma":[0.003035687,0.0002459114,0.0003753257,0.001029069,0.0001315328,0.0002977526,0.0004151076,0.0003648481,0.0008800661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570229,"about_ca_system_score_gemma":0.0002294936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005066816,"about_ca_topic_score_gemma":0.00429615,"domain_scores_codex":[0.9997885,0.00004311545,0.00002089854,0.00003723188,0.00005152062,0.00005885433],"domain_scores_gemma":[0.9984416,0.0007232038,0.0001402702,0.00006990789,0.0004321969,0.000192764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04005253,0.0008174024,0.6475613,0.0007000514,0.0008576306,0.0008573202,0.002129876,0.01100568,0.1286225,0.0004021783,0.001964646,0.1650288],"study_design_scores_gemma":[0.00001774706,0.0007242411,0.9940304,0.00001516741,0.00004574163,0.0001794564,0.0001821059,0.001523159,0.002817158,0.00004390121,0.000407919,0.00001298478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959532,0.0002435362,0.0009438261,0.00001721154,0.00001106681,0.00003380574,0.001194935,0.00005563268,0.001546744],"genre_scores_gemma":[0.9975604,0.0001066639,0.0002675487,0.00001201738,0.000007371794,0.00002153519,0.001276631,0.00002152073,0.0007264073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066816,"threshold_uncertainty_score":0.01007462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1032779972791322,"score_gpt":0.3533825111681155,"score_spread":0.2501045138889833,"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."}}