{"id":"W4410368929","doi":"10.1101/2025.05.08.652761","title":"Eccentric cycling improves motor learning more than concentric cycling","year":2025,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Université de Montréal","keywords":"Cycling; Eccentric; Concentric; Physical medicine and rehabilitation; Materials science; Structural engineering; Engineering; Mathematics; Medicine; Geometry; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006027764,0.001132222,0.001224689,0.0005392121,0.0004524283,0.0003095196,0.001164163,0.0009720615,0.0001728127],"category_scores_gemma":[0.0003514166,0.001204945,0.0005254752,0.001115652,0.0001872966,0.0001411021,0.001290008,0.002538752,0.0002888583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005888868,"about_ca_system_score_gemma":0.0007454266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002065485,"about_ca_topic_score_gemma":0.000001128624,"domain_scores_codex":[0.9942003,0.0003271032,0.001149514,0.002230996,0.0006376822,0.001454374],"domain_scores_gemma":[0.9963511,0.0003062745,0.0008364441,0.001543866,0.0004368789,0.0005254595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008707155,0.003410071,0.2860779,0.003155492,0.005857807,0.0007342207,0.001157955,0.00119439,0.6835888,0.01009728,0.003138351,0.0007170415],"study_design_scores_gemma":[0.003166046,0.0001755997,0.895372,0.001841483,0.0007034257,6.978821e-8,0.00006010834,0.001178506,0.06970714,0.00001780377,0.02428704,0.00349074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864394,0.002613927,0.001214615,0.0002944675,0.006195555,0.001667464,0.0002266155,0.001124693,0.0002232747],"genre_scores_gemma":[0.9946648,0.0003479044,0.001928367,0.0004219651,0.001595958,0.0004727557,0.000002894443,0.0001770467,0.000388314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6138817,"threshold_uncertainty_score":0.9997624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166735356571841,"score_gpt":0.2501281652703257,"score_spread":0.2384608117046073,"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."}}