{"id":"W4410766690","doi":"10.1371/journal.pone.0312981","title":"A measure of event-related potentials (ERP) indices of motivation during cycling","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"Conseil régional de Bourgogne-Franche-Comté","keywords":"Cycling; Task (project management); Psychology; Electroencephalography; Event-related potential; Cognition; Cognitive psychology; Session (web analytics); Computer science; Neuroscience","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":[0.0002665531,0.0003272406,0.0001850446,0.0003894856,0.00007893334,0.0002623516,0.0001520097,0.0003827727,0.001084398],"category_scores_gemma":[0.001934921,0.0000765007,0.0001156616,0.0003110992,0.0001327409,0.0002325455,0.0001897485,0.0002626484,0.0001637664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006829185,"about_ca_system_score_gemma":0.00008363126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926289,"about_ca_topic_score_gemma":0.0004994579,"domain_scores_codex":[0.9998442,0.00003536268,0.00001233957,0.00003510766,0.00006025229,0.00001260757],"domain_scores_gemma":[0.9994904,0.0002083132,0.0001308438,0.00002370405,0.0001102218,0.00003657809],"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":[0.001545894,0.0004802451,0.07646249,0.0008584952,0.0001885364,0.0005519752,0.0005941838,0.0006809552,0.7742022,0.0003773739,0.0004895,0.1435682],"study_design_scores_gemma":[0.00002065325,0.001252258,0.9836487,0.000021509,0.00005185955,0.0007848697,0.0001666528,0.001050153,0.01211719,0.0003516063,0.0005180654,0.00001655146],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817598,0.0006653642,0.01361855,0.0000512597,0.00002831847,0.0001607866,0.0004708906,0.00007213088,0.003172991],"genre_scores_gemma":[0.9926658,0.0003930017,0.005715208,0.00005364394,0.00002752004,0.000117482,0.0002575921,0.00001360041,0.0007560258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001084398,"threshold_uncertainty_score":0.003627658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1668406831666065,"score_gpt":0.3314053597551989,"score_spread":0.1645646765885923,"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."}}