{"id":"W2048230378","doi":"10.1016/j.appet.2009.07.016","title":"Applying the stages of change to multiple low-fat dietary behavioral contexts. An examination of stage occupation and discontinuity","year":2009,"lang":"en","type":"article","venue":"Appetite","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research; Heart and Stroke Foundation of Canada","keywords":"Temptation; Psychology; Cognition; Context (archaeology); Action (physics); Behavior change; Social cognitive theory; Overweight; Stage (stratigraphy); Developmental psychology; Medicine; Gerontology; Social psychology; Biology; Endocrinology; Obesity; Psychiatry","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":[0.0002931189,0.00009470961,0.000160203,0.00008371203,0.00007072487,0.0000105936,0.0001086998,0.00006221129,0.0001232174],"category_scores_gemma":[0.00001108274,0.00007614963,0.00004882781,0.0001183316,0.00006407171,0.0001926314,0.00002524593,0.00009319898,0.000006737487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001427163,"about_ca_system_score_gemma":0.000004460483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001313954,"about_ca_topic_score_gemma":0.001296419,"domain_scores_codex":[0.9990851,0.0001358529,0.0003035105,0.000184886,0.0001187846,0.000171877],"domain_scores_gemma":[0.9993902,0.00003329837,0.0001624004,0.0002677056,0.00006983961,0.00007650581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001089249,0.0005924136,0.1268789,0.00003886592,0.00000475949,0.000001558455,0.005918431,5.626587e-7,0.005476929,0.0007226103,0.00005600642,0.8602],"study_design_scores_gemma":[0.0004054585,0.0009045373,0.9958485,0.0001397975,0.00001649982,6.345295e-7,0.001121876,0.00002098039,0.00108961,0.00001498987,0.0003606708,0.00007648086],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997821,0.0002432899,0.0001828558,0.0001214024,0.0001413183,0.001174521,0.0001691624,0.00002007449,0.0001264076],"genre_scores_gemma":[0.9990111,0.00001223198,0.0001405281,0.0001482743,0.00005053318,0.0002779578,0.00006746349,0.000007730137,0.0002841563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8689696,"threshold_uncertainty_score":0.3105292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291961623567746,"score_gpt":0.4176671528506987,"score_spread":0.2884709904939241,"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."}}