{"id":"W2340699607","doi":"10.14288/1.0088412","title":"Walk West 10th: encouraging walking through community-based social marketing","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social marketing; Marketing; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001185899,0.00007307428,0.0002771839,0.00009235035,0.001976419,0.0001863756,0.0005611241,0.0001930964,0.0001164528],"category_scores_gemma":[0.00009881215,0.0002451452,0.0001088153,0.0007850158,0.0003617012,0.0008047467,0.0002427352,0.0005105161,0.00002580892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000980481,"about_ca_system_score_gemma":0.00004467342,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02037563,"about_ca_topic_score_gemma":0.01775567,"domain_scores_codex":[0.9989135,0.00008349909,0.0001774642,0.0002476138,0.0002412992,0.0003366412],"domain_scores_gemma":[0.9991928,0.0000668393,0.0002789585,0.0001848236,0.000268452,0.0000081311],"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":[0.00003178243,0.0003206552,0.02279962,0.0002560404,0.00005927465,0.0001033626,0.001104449,0.000004183945,0.0002117198,0.000825508,0.006464683,0.9678187],"study_design_scores_gemma":[0.0007436589,0.00001085595,0.9800286,0.0001667795,0.00003403984,0.000003230754,0.007940452,0.0001336955,0.000001908006,0.007406672,0.003246452,0.000283629],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574345,0.00002109171,0.001605266,0.001069115,0.0001450132,0.0001720964,0.000007394513,0.0002576683,0.03928787],"genre_scores_gemma":[0.9962502,0.000005464288,0.001917988,0.001478752,0.0001394252,5.846921e-7,0.00005263368,0.0000135302,0.0001413898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9675351,"threshold_uncertainty_score":0.9996731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878950254227774,"score_gpt":0.1944627728822863,"score_spread":0.1756732703400086,"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."}}