{"id":"W2779814285","doi":"","title":"What physical activity messages to people attend to, prefer, and evaluate more favourably?","year":2017,"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 Lethbridge","funders":"","keywords":"Conceptualization; Promotion (chess); Psychology; Physical activity; Test (biology); Health promotion; Behavior change; Applied psychology; Social psychology; Medicine; Computer science; Public health; Political science; Nursing; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00250264,0.0002507616,0.0002542385,0.0006062118,0.0004466846,0.001716145,0.0001474472,0.0008103437,0.002919928],"category_scores_gemma":[0.01075147,0.0001521048,0.0003869492,0.0002442887,0.0003765061,0.001420255,0.0003370593,0.0005827586,0.0006045671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003874946,"about_ca_system_score_gemma":0.0003832317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001806345,"about_ca_topic_score_gemma":0.002753645,"domain_scores_codex":[0.9991028,0.000428338,0.00006302103,0.00008171752,0.0002198937,0.0001042966],"domain_scores_gemma":[0.9969579,0.001222071,0.001025485,0.00008097837,0.0004016353,0.000312002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009849371,0.001144209,0.6563885,0.001098032,0.0002675366,0.0002257044,0.01775428,0.0001255867,0.005389377,0.0006909183,0.003465151,0.3124658],"study_design_scores_gemma":[0.0002255294,0.002445228,0.9460447,0.000713356,0.0005951855,0.000642865,0.03212509,0.0007621681,0.002986225,0.001631725,0.01171951,0.0001084496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869141,0.001198337,0.000620052,0.00268103,0.0001118466,0.0001054781,0.0001556782,0.00003092889,0.008182468],"genre_scores_gemma":[0.9955989,0.0008992503,0.001353411,0.0008415873,0.0001115917,0.00006091623,0.00007458312,0.000006304373,0.001053456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002919928,"threshold_uncertainty_score":0.01323533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348516580109003,"score_gpt":0.4974728476874078,"score_spread":0.3626211896765076,"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."}}