{"id":"W4389623135","doi":"10.55860/qemk3703","title":"simple low-cost guide to athlete fatigue monitoring","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Sport and Performance","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Adaptation (eye); Process (computing); Perceived exertion; Computer science; Risk analysis (engineering); Physical medicine and rehabilitation; Physical therapy; Applied psychology; Psychology; Medicine","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":[0.001955003,0.002164495,0.001721406,0.003305726,0.0006624227,0.001283455,0.002634309,0.002836798,0.2105267],"category_scores_gemma":[0.008805955,0.001028383,0.0006927694,0.002035664,0.0004672084,0.00139343,0.001454476,0.002520216,0.177458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075014,"about_ca_system_score_gemma":0.001141164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002079995,"about_ca_topic_score_gemma":0.004174893,"domain_scores_codex":[0.9985684,0.000364788,0.0001832425,0.0001814015,0.000608623,0.00009347121],"domain_scores_gemma":[0.9953376,0.001873819,0.0002096396,0.0003671039,0.001874332,0.0003374282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004802819,0.0006827949,0.001552375,0.0007334967,0.00001785477,0.0004911589,0.0001385943,0.0006533957,0.005456021,0.001459466,0.6302912,0.3580434],"study_design_scores_gemma":[0.0002052419,0.001011785,0.007424036,0.0007075443,0.00002407377,0.002469352,0.0002296024,0.003107147,0.00397741,0.003556396,0.9771821,0.0001052175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01039963,0.01444653,0.5544363,0.01021223,0.006737093,0.01615981,0.04032794,0.1027705,0.24451],"genre_scores_gemma":[0.02469656,0.009982777,0.5519258,0.01166346,0.002160503,0.02255907,0.01968572,0.00782714,0.349499],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2105267,"threshold_uncertainty_score":0.7042819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04473739345520444,"score_gpt":0.3298939684731649,"score_spread":0.2851565750179604,"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."}}