{"id":"W2112229844","doi":"","title":"PEER-BASED OUTREACH WORKERS AS AGENTS OF SOCIAL COLLECTIVE CHANGE","year":2013,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Harm reduction; Outreach; Public relations; Population; Empowerment; Sociology; Political science; Medicine; Nursing; Law; Public health","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004659497,0.0004960013,0.001215931,0.001117635,0.002245196,0.000009631038,0.001779368,0.0007748741,0.01135363],"category_scores_gemma":[0.00003746906,0.0007202717,0.0005566744,0.001780897,0.001204108,0.00196966,0.001322667,0.001111131,0.0003385955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007494625,"about_ca_system_score_gemma":0.005887945,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1569717,"about_ca_topic_score_gemma":0.01682786,"domain_scores_codex":[0.9958763,0.001043386,0.0004889342,0.0006657276,0.0009595234,0.0009661228],"domain_scores_gemma":[0.9956021,0.0006692974,0.001254954,0.0007564343,0.001033417,0.0006837359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.002751349,0.00093997,0.08764318,0.001166727,0.0005065331,0.0001317713,0.8753578,0.00001885699,0.0002504341,0.0001047764,0.02749159,0.00363699],"study_design_scores_gemma":[0.004901534,0.000338687,0.1149865,0.0003477915,0.00019775,0.000001069486,0.8525143,0.00009990994,0.00009297622,0.0002789739,0.02573235,0.000508176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.966108,0.00004020053,0.0004484211,0.009372538,0.0002497273,0.002097441,0.0005976148,0.0002603295,0.02082567],"genre_scores_gemma":[0.884405,0.00004209603,0.006027044,0.0003850005,0.00004963708,2.801915e-7,0.0002956205,0.00004065178,0.1087547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1401438,"threshold_uncertainty_score":0.9997478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04002234090152311,"score_gpt":0.2664920975973081,"score_spread":0.226469756695785,"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."}}