{"id":"W6964145560","doi":"10.25384/sage.22677953","title":"sj-docx-4-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":[0.008605734,0.0009071719,0.0008794777,0.003869542,0.0009322122,0.002497704,0.002961485,0.001161137,0.8444228],"category_scores_gemma":[0.1077459,0.001133146,0.0009209356,0.005687786,0.0004797843,0.002014603,0.001712558,0.001575585,0.4602025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001727347,"about_ca_system_score_gemma":0.00304326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545175,"about_ca_topic_score_gemma":0.02204579,"domain_scores_codex":[0.9956797,0.00108305,0.000475081,0.0004749736,0.00202374,0.000263382],"domain_scores_gemma":[0.8900699,0.07496694,0.002875922,0.00804793,0.0219482,0.002091138],"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":[0.000067282,0.00005965449,0.0007506457,0.0002328871,0.00001549487,0.000007296419,0.00004272089,0.0002579057,0.00007131718,0.0006523639,0.9895947,0.008247816],"study_design_scores_gemma":[0.001778938,0.0003800905,0.03363119,0.001209435,0.0001147643,0.0001623417,0.001039337,0.006633633,0.002488254,0.01008596,0.9423167,0.0001592418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009852558,0.00002333727,0.004206064,0.0005447182,0.0002655714,0.0005836179,0.9694937,0.005180825,0.01871696],"genre_scores_gemma":[0.01839701,0.0001480914,0.02412461,0.001466935,0.0003939561,0.005207933,0.8554869,0.01336423,0.08141018],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8444228,"threshold_uncertainty_score":0.2219121,"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."}}