{"id":"W7111000300","doi":"10.1371/journal.pone.0321868.s005","title":"IBBS 2008 final report.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nap; Christian ministry; Human immunodeficiency virus (HIV); Epidemiology; Incidence (geometry); Quarter (Canadian coin)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001977079,0.0009147369,0.0006656392,0.003465343,0.001020418,0.004359841,0.002386222,0.001885567,0.3542221],"category_scores_gemma":[0.004802956,0.0006271238,0.0006459502,0.005334912,0.000350757,0.002058569,0.002181451,0.001944301,0.2372358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004270091,"about_ca_system_score_gemma":0.00818882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05410762,"about_ca_topic_score_gemma":0.03431874,"domain_scores_codex":[0.9982638,0.0002226307,0.0001298427,0.0001700727,0.0009528846,0.0002608134],"domain_scores_gemma":[0.9970879,0.0001774537,0.0001313355,0.0001768357,0.00210851,0.0003179433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003815827,0.00001779514,0.0002312899,0.0001549681,0.000002900895,0.00002748532,0.0000245054,0.00005670458,0.00004979217,0.001537322,0.9813498,0.01650933],"study_design_scores_gemma":[0.000006108442,0.000005576799,0.001169635,0.0001730673,0.00000150045,0.00001788743,0.00003809517,0.00001718237,0.0000626762,0.0002440272,0.9982598,0.000004311167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001316359,0.006529021,0.001074211,0.01359759,0.009957734,0.000699618,0.2686582,0.001739599,0.6964277],"genre_scores_gemma":[0.006891344,0.007049415,0.003069999,0.00464135,0.001352756,0.001128816,0.1806949,0.001454144,0.7937172],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6457779,"threshold_uncertainty_score":0.9211237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.084623062482621,"score_gpt":0.3951148526835411,"score_spread":0.3104917902009201,"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."}}