{"id":"W1964285821","doi":"10.1093/sw/49.4.550","title":"A Study of Community Guides: Lessons for Professionals Practicing with and in Communities","year":2004,"lang":"en","type":"article","venue":"Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Library science; Social work; Sociology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01067625,0.000676594,0.0008486491,0.00169908,0.01920731,0.004342388,0.002351248,0.003733999,0.002220746],"category_scores_gemma":[0.02598429,0.00120636,0.0003847195,0.001350101,0.01197256,0.003374636,0.005757846,0.004742143,0.0004641367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003961431,"about_ca_system_score_gemma":0.0125635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02442477,"about_ca_topic_score_gemma":0.08998132,"domain_scores_codex":[0.9901577,0.007145238,0.0001746869,0.0005875386,0.0006370896,0.001297849],"domain_scores_gemma":[0.9809701,0.01128968,0.00072975,0.0008775284,0.002116213,0.004016779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002388801,0.0003031614,0.002716815,0.00008127969,0.000002542405,0.0007462889,0.9845206,0.00001378114,0.0001779263,0.0004947648,0.001134902,0.009784001],"study_design_scores_gemma":[0.00001692964,0.0002544545,0.002208323,0.00009085897,0.00000473613,0.0004477907,0.9832485,0.0000419446,0.0001076962,0.0004354699,0.01313087,0.00001231934],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989324,0.0004737193,0.001360117,0.002209155,0.00007486148,0.0003870048,0.0000216713,0.00003600841,0.006113423],"genre_scores_gemma":[0.9839463,0.0008514861,0.004549753,0.001580711,0.00002734822,0.0003794064,0.00003456849,0.00004133679,0.008588997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02442477,"threshold_uncertainty_score":0.05646211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2014189265173572,"score_gpt":0.4924352351565831,"score_spread":0.291016308639226,"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."}}