{"id":"W3152871588","doi":"10.1016/j.appet.2021.105261","title":"Enhancing dieters' perseverance in adversity: How counterfactual thinking increases use of digital health tracking tools","year":2021,"lang":"en","type":"article","venue":"Appetite","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Dieting; Temptation; Overconsumption; Counterfactual thinking; Psychology; Optimism; Social psychology; Tracking (education); Consistency (knowledge bases); Applied psychology; Computer science; Medicine; Weight loss","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":[0.0001920505,0.000123077,0.0002714584,0.00009729882,0.00009680365,0.0001170994,0.0001144495,0.00007648208,0.0003107472],"category_scores_gemma":[0.0001068441,0.0001373765,0.0001245203,0.0002107408,0.00005070825,0.0007645764,0.00006478974,0.0002357584,0.00003623787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009675662,"about_ca_system_score_gemma":0.0001057712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001066623,"about_ca_topic_score_gemma":0.001621987,"domain_scores_codex":[0.9987065,0.0001149908,0.000339949,0.0002901266,0.0001709373,0.0003774897],"domain_scores_gemma":[0.9992225,0.0001822649,0.0001623753,0.0002493756,0.00007866098,0.0001048764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000611537,0.002708037,0.7402307,0.0008399329,0.0001571166,0.0005289335,0.03567778,0.00002661263,0.00266255,0.00481151,0.004764941,0.2069803],"study_design_scores_gemma":[0.002886423,0.0008211017,0.9304498,0.006994064,0.00003586291,0.0001394977,0.02308167,0.00003627829,0.00231305,0.0001355996,0.03243694,0.0006697176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966638,0.0008063115,0.0006005888,0.0008499193,0.0003591937,0.0001480311,0.0001653242,0.00003616846,0.0003706666],"genre_scores_gemma":[0.9980348,0.00006097455,0.0003091198,0.0006000665,0.00004693656,0.000007756104,0.00006979742,0.00001482571,0.0008557736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063106,"threshold_uncertainty_score":0.5602052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0859561390030975,"score_gpt":0.3498297197246602,"score_spread":0.2638735807215627,"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."}}