{"id":"W2091966125","doi":"10.1080/10410236.2011.585448","title":"Using Messages Promoting Descriptive Norms to Increase Physical Activity","year":2011,"lang":"en","type":"article","venue":"Health Communication","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Descriptive research; Descriptive statistics; Psychology; Social psychology; Statistics; 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":[0.001848823,0.0003855103,0.0002420975,0.0004668267,0.0003096942,0.0004319709,0.0002365394,0.0004069364,0.003023876],"category_scores_gemma":[0.008821559,0.0001163544,0.0001748658,0.000149334,0.0002835085,0.0004448269,0.0003919039,0.0006965416,0.0002775235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187653,"about_ca_system_score_gemma":0.000296048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000384485,"about_ca_topic_score_gemma":0.000695317,"domain_scores_codex":[0.9990626,0.0005118125,0.00006870091,0.00009370172,0.0002050555,0.0000580929],"domain_scores_gemma":[0.9932275,0.004965964,0.000960541,0.0002663409,0.0002719348,0.000307643],"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":[0.005763439,0.04435553,0.08660823,0.002383364,0.000274261,0.0005242637,0.01617375,0.0007890635,0.1450736,0.003074929,0.003610736,0.6913688],"study_design_scores_gemma":[0.002690837,0.07025272,0.7653577,0.001262706,0.001350687,0.0008722175,0.008325906,0.006187129,0.105121,0.006724929,0.03163778,0.0002164023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902368,0.0002098823,0.003456505,0.0005783046,0.0001116375,0.0002739897,0.00003819942,0.0001053895,0.004989174],"genre_scores_gemma":[0.9884031,0.0004834218,0.00870505,0.0003114834,0.0001883848,0.0004195458,0.00006133378,0.00001630744,0.001411308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003023876,"threshold_uncertainty_score":0.0101158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3566612445658167,"score_gpt":0.4921337876375638,"score_spread":0.1354725430717471,"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."}}