{"id":"W4200510288","doi":"10.18296/em.0065","title":"Global challenges in securing equity and human rights: Re-envisioning the role for evaluation in the contemporary HIV/AIDS epidemic","year":2021,"lang":"en","type":"article","venue":"Evaluation Matters—He Take Tō Te Aromatawai","topic":"Human Rights and Development","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Human rights; Equity (law); Virology; Political science; Economic growth; Development economics; Medicine; Economics; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.01942646,0.0001755834,0.0002396936,0.00009268568,0.001129512,0.0002629466,0.0003975729,0.0001018008,0.0004153973],"category_scores_gemma":[0.0002848375,0.0001146343,0.00006012921,0.000269809,0.0001612508,0.0004541625,0.0001641157,0.0001537216,0.00002152048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339027,"about_ca_system_score_gemma":0.0003735777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008369455,"about_ca_topic_score_gemma":0.0313016,"domain_scores_codex":[0.9948548,0.002396413,0.0005737565,0.0004619271,0.00135189,0.0003611763],"domain_scores_gemma":[0.9985604,0.0006208382,0.0002215344,0.0003501289,0.0001950655,0.00005201298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009756529,0.0004613083,0.03746962,0.0001811284,0.0001603774,0.00002483983,0.3629672,0.0009578519,0.0002545904,0.4423193,0.02609054,0.1290156],"study_design_scores_gemma":[0.003105756,0.00006782555,0.162921,0.0003301766,0.00009452232,0.000006623284,0.09053891,0.006223137,0.00006337422,0.6331741,0.103038,0.0004365419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843721,0.00399355,0.0001225088,0.07179941,0.0002839004,0.002722816,0.00002645485,0.00005912772,0.03662008],"genre_scores_gemma":[0.997359,0.00003509709,0.0002783144,0.001683312,0.0001476889,0.000295733,0.00007706049,0.000009682338,0.000114058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2724283,"threshold_uncertainty_score":0.9863746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1528010920586972,"score_gpt":0.4079399985952498,"score_spread":0.2551389065365526,"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."}}