{"id":"W1998600637","doi":"10.1007/s10461-011-0004-1","title":"Polling Booth Surveys: A Novel Approach for Reducing Social Desirability Bias in HIV-Related Behavioural Surveys in Resource-Poor Settings","year":2011,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; University of Manitoba; Centre hospitalier universitaire de Québec","funders":"","keywords":"Polling; Anal sex; Health psychology; Anal intercourse; Men who have sex with men; Psychology; Demography; Social desirability bias; Social psychology; Sexual behavior; Human immunodeficiency virus (HIV); Public health; Social desirability; Medicine; Computer science; Sociology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009308117,0.0002180231,0.0005290246,0.0004060406,0.00016367,0.00004092578,0.0001322811,0.0002297978,0.0001137286],"category_scores_gemma":[0.0007718873,0.0001952566,0.0002366564,0.0004829708,0.0001702438,0.0001625998,0.00007590606,0.0005313635,0.000002952012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382236,"about_ca_system_score_gemma":0.00009865432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003925086,"about_ca_topic_score_gemma":0.0004582683,"domain_scores_codex":[0.9969322,0.0007554347,0.0009398027,0.0005158357,0.0002513575,0.0006053785],"domain_scores_gemma":[0.9991542,0.0001267696,0.0001953091,0.000206925,0.000123751,0.0001930543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001088392,0.002700213,0.930874,0.0001485733,0.00002317782,0.00002128936,0.002205422,3.391069e-7,0.005874439,0.00005759126,0.000416747,0.05756937],"study_design_scores_gemma":[0.003443993,0.001411435,0.9906662,0.000200915,0.0001244207,0.00002499288,0.00159436,0.0007025013,0.001556096,0.00001761754,0.00003705528,0.0002204658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936096,0.0001019783,0.004165858,0.0001350462,0.00002357119,0.001198695,0.0001751126,0.00004305806,0.0005470585],"genre_scores_gemma":[0.9904065,0.000004775975,0.00696238,0.0000270315,0.00004084918,0.0002742611,0.0002827556,0.00003985636,0.001961577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05979215,"threshold_uncertainty_score":0.7962332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1727324111467568,"score_gpt":0.3470907811497638,"score_spread":0.174358370003007,"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."}}