{"id":"W2058077700","doi":"10.1002/ace.168","title":"HIV/AIDS community‐based research","year":2005,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Participatory action research; Human immunodeficiency virus (HIV); Promotion (chess); Health promotion; Citizen journalism; Variety (cybernetics); Public relations; Community-based participatory research; Health education; Sociology; Adult education; Action research; Medicine; Psychology; Pedagogy; Political science; Public health; Nursing; Family medicine; Politics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004579251,0.0000650492,0.00009374479,0.0002467229,0.001672875,0.0001817307,0.0001607655,0.00007570622,0.00007369525],"category_scores_gemma":[0.00629854,0.00007078719,0.00004283015,0.00051947,0.0002485614,0.0002694956,0.00002146202,0.0003223565,0.00001784347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885678,"about_ca_system_score_gemma":0.0006561863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339179,"about_ca_topic_score_gemma":0.00369525,"domain_scores_codex":[0.9976106,0.00142534,0.0001436626,0.0001505329,0.0003034887,0.0003664212],"domain_scores_gemma":[0.9971912,0.001418423,0.00003740475,0.000183765,0.0009140904,0.0002551009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002428856,0.0002133197,0.002901139,0.0000120221,0.000005267612,1.975063e-8,0.02368147,0.000001939212,0.0008863604,0.01654362,0.02764856,0.928082],"study_design_scores_gemma":[0.0003531588,0.00009733329,0.002551939,0.0001016986,0.00001446356,2.442329e-7,0.03309748,0.0003285511,0.001967384,0.002900137,0.9584727,0.0001149016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296586,0.0003468848,0.005390703,0.009677527,0.0005811481,0.0008821348,0.000007010362,0.0001880621,0.05326795],"genre_scores_gemma":[0.9322399,0.00006499422,0.02013607,0.0002322479,0.001029642,0.0003416932,0.00001256367,0.00001396649,0.0459289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9308242,"threshold_uncertainty_score":0.9996268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.509673953382021,"score_gpt":0.6290697920723196,"score_spread":0.1193958386902986,"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."}}