{"id":"W2116786781","doi":"10.1177/0963721414534256","title":"Exploring the Mechanisms of Self-Control Improvement","year":2014,"lang":"en","type":"article","venue":"Current Directions in Psychological Science","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Cybernetics; Control (management); Self-control; Perspective (graphical); Psychology; Key (lock); Self-monitoring; Self improvement; Process management; Cognitive psychology; Computer science; Social psychology; Applied psychology; Artificial intelligence; Computer security","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":[0.002950859,0.0004856507,0.0003682095,0.00149345,0.0005903727,0.003610547,0.0007901479,0.0008971774,0.003508113],"category_scores_gemma":[0.005585543,0.0002304197,0.0006684389,0.0005865697,0.004420034,0.003420109,0.001403177,0.001792789,0.000205123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467886,"about_ca_system_score_gemma":0.001532442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128956,"about_ca_topic_score_gemma":0.0008287533,"domain_scores_codex":[0.9990569,0.0003499271,0.00004212429,0.0002021587,0.00021769,0.0001311459],"domain_scores_gemma":[0.9966594,0.001668248,0.0006481286,0.000383033,0.0003487199,0.0002925486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002644433,0.0007619159,0.03550667,0.0008803699,0.0003382973,0.0004100392,0.007499208,0.005721374,0.005019252,0.6309499,0.002869593,0.3097789],"study_design_scores_gemma":[0.0001826714,0.001094213,0.09644669,0.001259877,0.0003092467,0.0006241357,0.005188951,0.02593304,0.009558484,0.8207887,0.03843794,0.0001760931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5492189,0.05159898,0.1985035,0.04362347,0.000837505,0.0005185108,0.0002181419,0.000597666,0.1548834],"genre_scores_gemma":[0.9801179,0.005665382,0.01093132,0.0006539464,0.0001034215,0.0001265577,0.00003971773,0.00002255124,0.002339199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003610547,"threshold_uncertainty_score":0.01560581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1756877699493923,"score_gpt":0.4569190619748977,"score_spread":0.2812312920255055,"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."}}