{"id":"W6907913340","doi":"10.25443/smu-za.29370911.v1","title":"High Acceptability of HIV Self-Testing among Technical Vocational Education and Training College Students in Gauteng and North West Province: What Are the Implications for the Scale Up in South Africa? - Spreadsheet of minidataset for TVET colleges","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocational education; Scale (ratio); Human immunodeficiency virus (HIV); Test (biology); Reproductive health; Condom; Likert scale; Quarter (Canadian coin); Context (archaeology)","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":[0.004081292,0.0002763752,0.0003295697,0.0006591838,0.0009770781,0.00161423,0.0007870087,0.0004969548,0.005460981],"category_scores_gemma":[0.01237109,0.0002793435,0.0004057995,0.001123126,0.001203742,0.0008928372,0.001000715,0.0009032445,0.000429936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813084,"about_ca_system_score_gemma":0.005193082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1149416,"about_ca_topic_score_gemma":0.1197395,"domain_scores_codex":[0.9971887,0.00127437,0.0001400327,0.0002101402,0.0005384574,0.0006482514],"domain_scores_gemma":[0.9935302,0.002672208,0.001529792,0.0002344056,0.0007809295,0.001252482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001240314,0.0002168303,0.9536318,0.0002841046,0.00002566855,0.0003663524,0.01137522,0.00009212185,0.001205748,0.0001484294,0.0004922078,0.0320374],"study_design_scores_gemma":[0.00002967874,0.0003876126,0.9739383,0.0002961749,0.00002311506,0.0002295552,0.02330649,0.0002707743,0.0002493866,0.0000714808,0.001178997,0.00001832728],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9979698,0.000169609,0.00006048537,0.0009396222,0.000007134245,0.00006951878,0.00005481549,0.000004296721,0.0007247526],"genre_scores_gemma":[0.9992067,0.0002160609,0.0001121628,0.0001326762,0.000004910763,0.0000328478,0.00003105107,0.000001662068,0.00026206],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1149416,"threshold_uncertainty_score":0.2285452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0562045234964255,"score_gpt":0.3246903396048409,"score_spread":0.2684858161084154,"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."}}