{"id":"W3122967980","doi":"10.3389/fpsyg.2016.00656","title":"The Central Governor Model of Exercise Regulation Teaches Us Precious Little about the Nature of Mental Fatigue and Self-Control Failure","year":2016,"lang":"en","type":"review","venue":"Frontiers in Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Incentive; Mental fatigue; Psychology; Governor; Energy (signal processing); Control (management); Work (physics); Ego depletion; Cognitive psychology; Social psychology; Self-control; Computer science; Engineering; Applied psychology; Economics; Market economy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005567776,0.0003453083,0.001142104,0.0001627333,0.0001237227,0.00001183709,0.0006279908,0.001110413,0.00006722492],"category_scores_gemma":[0.00002737226,0.0001905861,0.0004166424,0.0001821457,0.0004423679,0.00006642771,0.00005002865,0.0008789204,0.000005788773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140861,"about_ca_system_score_gemma":0.00008929551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005083931,"about_ca_topic_score_gemma":0.00005997377,"domain_scores_codex":[0.9970533,0.0006397322,0.001093309,0.0004980011,0.0001807773,0.0005348657],"domain_scores_gemma":[0.9980121,0.0001283526,0.0008974515,0.0008143386,0.00005648276,0.00009131161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001722163,0.000294941,0.00220338,0.0006444202,0.0001689179,0.000001005256,0.0006131908,5.082961e-7,5.471506e-7,0.0007090132,0.1053236,0.8898683],"study_design_scores_gemma":[0.002054941,0.0002675417,0.009212159,0.004850667,0.0006146712,0.00003200767,0.0002254034,0.00009182189,5.87173e-7,0.001911575,0.9804223,0.0003163518],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004276044,0.9906264,0.001299915,0.0005532721,0.003860401,0.001762457,0.0006125416,0.00002132617,0.0008361128],"genre_scores_gemma":[0.00416218,0.9931393,0.0008963417,0.00006082621,0.000111762,0.0003779056,0.00005526452,0.00005021667,0.001146158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8895519,"threshold_uncertainty_score":0.8564521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03407642270149959,"score_gpt":0.3804285891278464,"score_spread":0.3463521664263469,"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."}}