{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635623,0.0004278341,0.0001958642,0.0006829047,0.003221351,0.001556052,0.0007441417,0.000952194,0.02342694],"category_scores_gemma":[0.00247657,0.0002169224,0.0002746256,0.0003540789,0.001000094,0.001278741,0.002124879,0.001052073,0.00498396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006768306,"about_ca_system_score_gemma":0.001558494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005334378,"about_ca_topic_score_gemma":0.03573152,"domain_scores_codex":[0.999191,0.0003861366,0.00001421461,0.00006339394,0.0001969221,0.0001483953],"domain_scores_gemma":[0.998298,0.0004956,0.0001116655,0.0001333408,0.0001963609,0.0007651299],"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":[0.0002582544,0.006602636,0.01293291,0.000676602,0.00003972025,0.0007063313,0.02434537,0.0004247628,0.007294887,0.01106739,0.2514341,0.6842171],"study_design_scores_gemma":[0.0002044991,0.00187924,0.04076203,0.0004125857,0.00006392951,0.0005421756,0.02228778,0.002116865,0.004979983,0.006994865,0.9196761,0.00007993256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5201488,0.0009714799,0.02217926,0.01950839,0.0009581166,0.002026308,0.0003886346,0.002707859,0.4311111],"genre_scores_gemma":[0.7453191,0.001650178,0.06623535,0.003422069,0.0002903772,0.001464039,0.0004203744,0.0003420417,0.1808565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9946656,"threshold_uncertainty_score":0.07837093,"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."}}