{"id":"W6908065627","doi":"10.25384/sage.22677968","title":"sj-docx-9-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":[0.008712455,0.0008818238,0.0008544836,0.003779961,0.0009140587,0.002430197,0.002955394,0.001145212,0.8375137],"category_scores_gemma":[0.1046477,0.001117136,0.0008842536,0.005405692,0.0004643133,0.001923746,0.00166198,0.001538994,0.453273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001712776,"about_ca_system_score_gemma":0.002977473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01545202,"about_ca_topic_score_gemma":0.02208765,"domain_scores_codex":[0.995593,0.001112399,0.0004662689,0.0004853125,0.002087962,0.000254951],"domain_scores_gemma":[0.8923421,0.07336666,0.002797721,0.007908456,0.02155687,0.002028245],"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":[0.00006992733,0.00006430658,0.0007828327,0.0002262936,0.00001588121,0.00000760782,0.0000434199,0.0002701605,0.00007746918,0.0006997847,0.9888808,0.00886161],"study_design_scores_gemma":[0.001729187,0.0003892665,0.03441973,0.00118062,0.000110966,0.0001652991,0.00101646,0.0069589,0.002586178,0.01001534,0.9412712,0.0001568576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001068984,0.00002440003,0.004641816,0.0005561152,0.000279829,0.0006095029,0.9673712,0.00536568,0.02008239],"genre_scores_gemma":[0.01882063,0.0001458291,0.02509973,0.001457947,0.0003842394,0.005060439,0.8529266,0.01323041,0.08287422],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8375137,"threshold_uncertainty_score":0.2317669,"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."}}