{"id":"W2530389760","doi":"10.1007/s10461-016-1579-3","title":"The Role of Civil Society Organizations in Monitoring the Global AIDS Response","year":2016,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"International Development and Aid","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"National Cancer Institute","keywords":"Civil society; Global governance; Corporate governance; Global health; Public health; Political science; Strengths and weaknesses; Health psychology; Public relations; Public administration; Economic growth; Medicine; Economics; Psychology; Management; Law; Nursing; Social psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005144952,0.00003257614,0.00003482386,0.000007343371,0.0003287113,0.00003222534,0.0001307852,0.00002777529,0.00003787957],"category_scores_gemma":[0.0001234323,0.00001555198,0.00002004443,0.0001975193,0.0001513757,0.00007498006,0.00003749014,0.00002503911,0.000003606137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000550354,"about_ca_system_score_gemma":0.00008441458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002599418,"about_ca_topic_score_gemma":0.0005019976,"domain_scores_codex":[0.9995329,0.00006631741,0.00008626854,0.00005806884,0.0001596774,0.00009680172],"domain_scores_gemma":[0.999665,0.0001610022,0.00002741675,0.00004788507,0.00008125675,0.00001743829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009696759,0.00002007154,0.9342833,2.142019e-7,0.000003676072,2.606249e-7,0.002679611,4.111759e-8,0.002556742,0.0375979,0.00005110221,0.02279736],"study_design_scores_gemma":[0.0001415725,0.00002590745,0.9725721,0.00001978668,0.0000112122,3.305362e-7,0.005765362,4.506194e-7,0.00157951,0.0032147,0.01662185,0.00004717629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969082,0.0001017417,0.00001003336,0.001451095,0.0001422581,0.00006446677,0.000005733405,0.000007144998,0.001309328],"genre_scores_gemma":[0.9983503,0.0001489857,0.00009376834,0.00001249546,0.00005994295,0.00001082217,2.259555e-7,0.000002035566,0.001321478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03828882,"threshold_uncertainty_score":0.2528215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004966259986276,"score_gpt":0.2922433608729411,"score_spread":0.2821936982730783,"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."}}