{"id":"W2754671536","doi":"10.1371/journal.pone.0182980","title":"A pre-registered naturalistic observation of within domain mental fatigue and domain-general depletion of self-control","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Mental fatigue; Task (project management); Odds; Control (management); Domain (mathematical analysis); Psychology; Self-control; Resource (disambiguation); Odds ratio; Cognitive psychology; Social psychology; Computer science; Applied psychology; Mathematics; Statistics; Artificial intelligence; Logistic regression; Engineering; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003477454,0.0002087802,0.0002342339,0.0002201506,0.0002983399,0.0002460622,0.00018714,0.0002569462,0.001636804],"category_scores_gemma":[0.001957787,0.0001105376,0.000155178,0.0001209948,0.0004356899,0.0001460092,0.0005358937,0.0004738365,0.0002493143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153527,"about_ca_system_score_gemma":0.0001789573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007875665,"about_ca_topic_score_gemma":0.002089635,"domain_scores_codex":[0.9997242,0.00008379688,0.00001773583,0.00008031782,0.00005426786,0.00003970988],"domain_scores_gemma":[0.9987066,0.0003650959,0.0002954619,0.000271882,0.0001651438,0.000195814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002400767,0.003394048,0.7238324,0.0002939289,0.0001577832,0.0005133148,0.006250524,0.0005313987,0.2206939,0.0003027443,0.000927434,0.04070167],"study_design_scores_gemma":[0.00001412956,0.002924287,0.9885446,0.000007731935,0.00001294257,0.0002819146,0.0008049001,0.000305082,0.006295318,0.0001174426,0.0006799362,0.00001166068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981469,0.00002195278,0.001002165,0.00001652222,0.00000355864,0.00006251612,0.00008540199,0.00001280952,0.000648207],"genre_scores_gemma":[0.9983896,0.00001827883,0.0006285615,0.00002624538,0.000004710904,0.00009315931,0.0001384797,0.000003883593,0.0006970875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636804,"threshold_uncertainty_score":0.00547564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1393688002902953,"score_gpt":0.3662851296704505,"score_spread":0.2269163293801552,"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."}}