{"id":"W6907671454","doi":"10.25384/sage.22677962","title":"sj-docx-7-smx-10.1177_00811750231163832 – Supplemental material for Evaluation of Respondent-Driven Sampling Prevalence Estimators Using Real-World Reported Network Degree","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University Health Network","funders":"","keywords":"Estimator; Degree (music); Sampling (signal processing); Estimation; Sampling design; Sample (material)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008909459,0.0008967637,0.0008791793,0.003842821,0.0009141419,0.002460217,0.002957045,0.001158465,0.8376393],"category_scores_gemma":[0.107093,0.001130637,0.0009183112,0.005592181,0.0004750841,0.001968219,0.001683713,0.001576087,0.4556495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703856,"about_ca_system_score_gemma":0.003064257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01530178,"about_ca_topic_score_gemma":0.0221552,"domain_scores_codex":[0.9955396,0.001122752,0.0004792102,0.0004844239,0.002111295,0.000262728],"domain_scores_gemma":[0.8893017,0.07550474,0.002828605,0.008059094,0.02226882,0.002037154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006802,0.00006158653,0.0007503165,0.0002317379,0.00001593353,0.000007477988,0.00004339949,0.0002681059,0.00007562691,0.0006885923,0.989157,0.008632237],"study_design_scores_gemma":[0.001753446,0.0003857982,0.03338723,0.001215529,0.0001132853,0.000165278,0.001034674,0.007049396,0.002600595,0.01018838,0.9419475,0.0001589558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00103909,0.00002472983,0.004709578,0.0005600728,0.0002772682,0.0006178491,0.9677127,0.005529576,0.01952919],"genre_scores_gemma":[0.0182124,0.00015002,0.02554264,0.001463475,0.0003869385,0.005237402,0.8549598,0.01375935,0.08028789],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8376393,"threshold_uncertainty_score":0.2315877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3927018386615964,"score_gpt":0.4959876830643737,"score_spread":0.1032858444027773,"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."}}