{"id":"W2599857563","doi":"","title":"Do people differentially attend to and form preferences for messages framed to varied stages of change and types of goals and motivation orientation","year":2016,"lang":"en","type":"article","venue":"","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Lethbridge","funders":"","keywords":"Psychology; Perspective (graphical); Physical activity; Scale (ratio); Social psychology; Orientation (vector space); Developmental psychology; Computer science; Medicine; Mathematics","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":[0.0007909725,0.0001543796,0.0002429443,0.0003859784,0.0002721627,0.001125862,0.0001203476,0.0006939275,0.001647515],"category_scores_gemma":[0.004430895,0.0001814216,0.0002673834,0.0001576496,0.0003419518,0.0005963194,0.0003626061,0.0003866057,0.000273368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001779788,"about_ca_system_score_gemma":0.0001127295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103963,"about_ca_topic_score_gemma":0.001370247,"domain_scores_codex":[0.9995788,0.0001122061,0.00002535519,0.00008497159,0.0001189024,0.00007975555],"domain_scores_gemma":[0.9987269,0.0003756233,0.0005103861,0.00006022372,0.0001261284,0.000200748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002661105,0.001269734,0.848832,0.000275779,0.0004601089,0.0003164672,0.03407958,0.0001837082,0.02834511,0.0006241967,0.0008534777,0.08209867],"study_design_scores_gemma":[0.0001039445,0.0007494803,0.9850174,0.00003231717,0.00009819633,0.0002552183,0.01058894,0.0003393789,0.001163055,0.0005724828,0.001050233,0.00002937302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990783,0.0000697743,0.00008752401,0.00006159687,0.000006746726,0.000008484991,0.00000960644,0.000001711722,0.0006760994],"genre_scores_gemma":[0.9991684,0.00007024001,0.0001484117,0.0001224573,0.000008204237,0.000009923852,0.00002152252,0.00000143291,0.0004493788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647515,"threshold_uncertainty_score":0.005511463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584314232003418,"score_gpt":0.4108256805586744,"score_spread":0.2523942573583327,"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."}}