{"id":"W2794580436","doi":"10.1177/1088868318762183","title":"Is Ego Depletion Real? An Analysis of Arguments","year":2018,"lang":"en","type":"article","venue":"Personality and Social Psychology Review","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":405,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Deutsche Forschungsgemeinschaft","keywords":"Ego depletion; Id, ego and super-ego; Social psychology; Psychology; Skepticism; Empirical evidence; Self-control; Epistemology; Philosophy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02991203,0.0007570412,0.001329437,0.005550717,0.002069817,0.004477618,0.002510354,0.006052224,0.00540729],"category_scores_gemma":[0.07284781,0.0004516715,0.001531528,0.00267276,0.01231014,0.007093251,0.003225126,0.007272713,0.000775673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789637,"about_ca_system_score_gemma":0.003163542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009948877,"about_ca_topic_score_gemma":0.0008414769,"domain_scores_codex":[0.9869257,0.007768799,0.0007883167,0.001226385,0.002863136,0.0004277153],"domain_scores_gemma":[0.9049323,0.08795072,0.002859079,0.001076261,0.002705575,0.0004761961],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001982507,0.00005580767,0.001097952,0.00820808,0.0004836973,0.001278847,0.004294659,0.0003411596,0.0003761059,0.7948083,0.02833039,0.1605268],"study_design_scores_gemma":[0.0001241432,0.0001474352,0.003635967,0.03070465,0.0006056801,0.002049387,0.007052634,0.0006807199,0.0007065741,0.4831299,0.4710918,0.0000709549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01047232,0.5021333,0.00847011,0.4209917,0.004663506,0.000157265,0.0001606514,0.0000384015,0.05291276],"genre_scores_gemma":[0.352856,0.4865897,0.009273892,0.1335694,0.009936264,0.0005773638,0.0001596951,0.00007406619,0.006963619],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9700879,"threshold_uncertainty_score":0.1581918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2328265040950209,"score_gpt":0.5402001094462512,"score_spread":0.3073736053512303,"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."}}