{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059905,0.0001105007,0.0001929386,0.00009404722,0.0004235606,0.00001228012,0.0002946713,0.00006118351,0.0002078958],"category_scores_gemma":[0.00003734715,0.0001095072,0.00006288409,0.0002358128,0.00005134757,0.0001897313,0.0001301146,0.0003307849,0.00019446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382623,"about_ca_system_score_gemma":0.0001027497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02809486,"about_ca_topic_score_gemma":0.0007543275,"domain_scores_codex":[0.9983696,0.0007109553,0.0002469063,0.0002088665,0.0001016427,0.0003619891],"domain_scores_gemma":[0.9985224,0.00004737747,0.0002185144,0.0008188631,0.00009518326,0.0002976753],"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":[0.0005696401,0.00711439,0.01659679,0.0001585336,0.00004291637,0.000003672133,0.1638598,0.000001312872,0.001225727,0.01883655,0.003666807,0.7879239],"study_design_scores_gemma":[0.0007928523,0.001161486,0.9883178,0.0004569896,0.00003541671,0.00001934909,0.00399621,0.0009257926,0.000823509,0.0008872931,0.002230225,0.0003531142],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906777,0.0002071269,0.001108408,0.001040403,0.0001520884,0.0006809138,0.00001398784,0.00009539886,0.00602395],"genre_scores_gemma":[0.9933683,0.00001262535,0.005747679,0.0004678119,0.00003714939,0.0001481934,0.00001325288,0.00001972152,0.0001852835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.971721,"threshold_uncertainty_score":0.9783772,"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."}}