{"id":"W6977542498","doi":"10.60692/ff6w5-xw254","title":"HIV‐sensitive social protection for vulnerable young women in East and Southern Africa: a systematic review","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Historical, Literary, and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University","funders":"","keywords":"Employability; Livelihood; Poverty; Social protection; Psychological intervention; Vulnerability (computing); Population; Life skills","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":[0.0004501636,0.0001493116,0.0004735017,0.00006542569,0.0006051974,0.0002434451,0.00004172438,0.00004169991,0.00002740237],"category_scores_gemma":[0.00005862266,0.000107267,0.00007046868,0.00007539189,0.00003381962,0.000423039,0.00002349741,0.00007930574,0.0001152805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002586077,"about_ca_system_score_gemma":0.00001784086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558559,"about_ca_topic_score_gemma":0.000006473986,"domain_scores_codex":[0.9987748,0.0001432338,0.0005605789,0.0001246054,0.0001607061,0.0002360883],"domain_scores_gemma":[0.9993076,0.000006375925,0.0002372101,0.0000890112,0.0003186867,0.00004109343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001615093,0.000002212239,0.00004731827,0.07519766,0.00004611065,0.000001627448,0.9235308,3.604976e-7,2.793464e-7,0.0008123592,0.0003218832,0.00002321542],"study_design_scores_gemma":[0.0008231145,0.00004591135,0.00007797744,0.0162354,0.0001252907,0.00003750411,0.97463,0.0002334658,0.000004211257,0.00001163412,0.007461343,0.0003141236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6513299,0.01012404,0.00762989,0.003492469,0.005858431,0.03254123,0.007282574,0.002021332,0.2797201],"genre_scores_gemma":[0.9900298,0.000002294242,0.000009802138,0.0001131434,0.0001781437,0.001236172,0.00002528421,0.00000791311,0.008397521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3386998,"threshold_uncertainty_score":0.4654751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475746399581422,"score_gpt":0.1918759170688821,"score_spread":0.1371184530730679,"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."}}