{"id":"W2048539209","doi":"10.1348/135910708x399906","title":"The protection motivation theory within the stages of the transtheoretical model – Stage‐specific interplay of variables and prediction of exercise stage transitions","year":2009,"lang":"en","type":"article","venue":"British Journal of Health Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale; Institut pour la Recherche en Santé Publique; British Psychological Society; Heart and Stroke Foundation of Canada","keywords":"Transtheoretical model; Psychology; Stage (stratigraphy); Moderation; Stage theory; Logistic regression; Structural equation modeling; Social psychology; Mediation; Variance (accounting); Developmental psychology; Statistics; Behavior change; Mathematics","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":[0.003489312,0.0001177344,0.0003749849,0.0001143156,0.000345105,0.00001463027,0.0003009229,0.0001621253,0.0001870889],"category_scores_gemma":[0.00008221147,0.00007750062,0.0001848055,0.000245248,0.0006190097,0.0001197018,0.000009525781,0.0006945347,3.596556e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003356253,"about_ca_system_score_gemma":0.000136658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006435016,"about_ca_topic_score_gemma":0.00003213399,"domain_scores_codex":[0.9962428,0.001444062,0.001636928,0.0001734711,0.0002504812,0.000252253],"domain_scores_gemma":[0.9978354,0.0001754633,0.001309517,0.0002961797,0.000303,0.00008046401],"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":[0.006789742,0.00445434,0.00238374,0.0006437247,0.0002320442,0.00001528773,0.02220037,0.001282792,0.004971572,0.337689,0.009509482,0.6098279],"study_design_scores_gemma":[0.007889234,0.0108183,0.877026,0.005851351,0.0002614161,0.00203285,0.0107129,0.0009422992,0.000981454,0.08085352,0.002297727,0.0003330049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9130456,0.006471107,0.06708768,0.009413945,0.001216005,0.001390987,0.0008460958,0.00001484686,0.0005137385],"genre_scores_gemma":[0.9980345,0.001146553,0.0002608641,0.0003065711,0.00003874103,0.00002516551,0.000006047948,0.00001304401,0.000168483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8746422,"threshold_uncertainty_score":0.3160383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05033591812594677,"score_gpt":0.3711567477980232,"score_spread":0.3208208296720764,"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."}}