{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1187809,0.0006351471,0.0009131295,0.002363259,0.0118376,0.03328798,0.002256864,0.01828592,0.004945078],"category_scores_gemma":[0.06805375,0.0004270027,0.0008192577,0.00174146,0.09183641,0.03640413,0.01679292,0.02731694,0.0005872158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359438,"about_ca_system_score_gemma":0.03560252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008020047,"about_ca_topic_score_gemma":0.01404955,"domain_scores_codex":[0.9207567,0.0654166,0.001324344,0.00172943,0.006840077,0.003932812],"domain_scores_gemma":[0.8856922,0.09124703,0.002348835,0.003399081,0.007717795,0.009595081],"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":[0.00002218115,0.00004077637,0.0006952418,0.0002279341,0.00001440371,0.0001452007,0.01154377,0.0002348824,0.00008636393,0.8734499,0.06997344,0.04356583],"study_design_scores_gemma":[0.00002735014,0.0000704975,0.0008253126,0.001999975,0.00001721153,0.0002183768,0.03440911,0.0005074561,0.0001629636,0.6134447,0.3482577,0.0000593439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001285281,0.01099653,0.001783161,0.9699436,0.001113419,0.00001497627,0.000006754685,0.00001460502,0.01484164],"genre_scores_gemma":[0.4992852,0.05609669,0.01489981,0.3984232,0.01226353,0.000339473,0.00003862166,0.0001912807,0.01846221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1187809,"threshold_uncertainty_score":0.628181,"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."}}