{"id":"W3158057319","doi":"10.1007/978-3-030-64171-9_11","title":"Best Practices and Challenges to Sex Worker Community Empowerment and Mobilisation Strategies to Promote Health and Human Rights","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Sex work and related issues","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; Open Society Foundations","keywords":"Empowerment; Human rights; Context (archaeology); Political science; Economic growth; Human immunodeficiency virus (HIV); Sex work; Medicine; Geography; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001016352,0.0002393413,0.0003607196,0.0001077027,0.001794376,0.0004135378,0.0001160173,0.0003151111,0.000144486],"category_scores_gemma":[0.00003456755,0.0001959361,0.00002166493,0.00004048177,0.0002610065,0.0002250676,0.0001703933,0.000453159,0.000008299713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006782873,"about_ca_system_score_gemma":0.0001341119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01701385,"about_ca_topic_score_gemma":0.06232429,"domain_scores_codex":[0.9985331,0.0003012753,0.000249593,0.0003825485,0.0002935653,0.0002399603],"domain_scores_gemma":[0.9988739,0.0001771601,0.000229835,0.0002362176,0.00009728626,0.0003855805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002401943,0.0001310847,0.00006049881,0.0002461051,0.0001804163,0.00001159014,0.7321672,0.00000142223,0.000008933161,0.2300004,0.0007448515,0.03642349],"study_design_scores_gemma":[0.0001247343,0.0005773056,0.0001801592,0.0006814798,0.0000348561,0.000003517989,0.2237007,4.968241e-7,0.000005117071,0.01750668,0.7568861,0.0002988355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2220099,0.03067927,0.000003038697,0.01471872,0.0001487804,0.001225206,0.000002993711,0.00008530956,0.7311268],"genre_scores_gemma":[0.3201215,0.06266385,0.001176096,0.000621433,0.0003998511,0.00004225128,0.00004664566,0.00005259673,0.6148758],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7561412,"threshold_uncertainty_score":0.9995052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161198558113708,"score_gpt":0.3870236212925757,"score_spread":0.2709037654812049,"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."}}