{"id":"W2270211199","doi":"","title":"Music and HIV / AIDS : a Stellenbosch case study : aspiring researchers platform","year":2008,"lang":"en","type":"article","venue":"Musicus","topic":"Dutch Social and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Denial; Ignorance; Neglect; Multitude; Government (linguistics); Framing (construction); Human immunodeficiency virus (HIV); Political science; Medicine; Law; Criminology; Gender studies; History; Sociology; Psychology; Family medicine; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000531376,0.0001156362,0.0001792267,0.00004009723,0.002743486,0.0000748084,0.0001289415,0.00005963533,0.0001802073],"category_scores_gemma":[0.0001701521,0.00009134239,0.00004864952,0.0003703141,0.0004633001,0.0002472617,0.0001597841,0.0001769336,0.0000444694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008782661,"about_ca_system_score_gemma":0.00007025328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008676145,"about_ca_topic_score_gemma":0.01946116,"domain_scores_codex":[0.9986418,0.0001111874,0.0001432799,0.0002448412,0.0004445669,0.0004143092],"domain_scores_gemma":[0.9994934,0.000107472,0.00003674137,0.00009900553,0.00009243503,0.0001710044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002219819,0.0002388846,0.04988394,0.00001101508,0.00009569321,0.004492377,0.8893632,9.287166e-7,0.0000339727,0.001570397,0.004798972,0.04948837],"study_design_scores_gemma":[0.0006371366,0.000215786,0.00873048,0.000009821803,0.00002363865,0.0001059978,0.93317,0.000003297944,0.000007065866,0.0002837337,0.05657965,0.0002333879],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435479,0.0002783322,0.000001411548,0.0003554707,0.0001530855,0.0003784421,0.000001998849,0.00008386394,0.05519948],"genre_scores_gemma":[0.993385,0.00008895108,0.000050116,0.0001057154,0.0003676318,0.00003197313,4.229548e-7,0.000008040718,0.005962149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05178067,"threshold_uncertainty_score":0.9985548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2771239167165153,"score_gpt":0.3672887443455167,"score_spread":0.09016482762900135,"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."}}