{"id":"W1964412419","doi":"10.1016/j.addbeh.2009.11.001","title":"Social desirability biases in self-reported alcohol consumption and harms","year":2009,"lang":"en","type":"article","venue":"Addictive Behaviors","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":517,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Canadian Centre on Substance Use and Addiction","funders":"","keywords":"Impression management; Impulsivity; Consumption (sociology); Psychology; Social desirability bias; Social psychology; Social desirability; Trait; Deception; Alcohol consumption; Confidentiality; Clinical psychology; Environmental health; Medicine; Alcohol; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.00997809,0.0003948283,0.0004793511,0.001168159,0.0007679683,0.001181655,0.0004729406,0.001017407,0.002493087],"category_scores_gemma":[0.07164757,0.0004667213,0.000767061,0.0005952694,0.001225005,0.0009689102,0.0008952428,0.001180994,0.0002734363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006223494,"about_ca_system_score_gemma":0.0004687644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003270667,"about_ca_topic_score_gemma":0.006636978,"domain_scores_codex":[0.9925236,0.004322288,0.0005480803,0.0004999413,0.001855165,0.0002510513],"domain_scores_gemma":[0.9046429,0.0613004,0.02156306,0.005635491,0.005284701,0.001573481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006935592,0.0003484176,0.9895141,0.00005035166,0.0004771709,0.00005241019,0.001598244,0.0002299379,0.0006745772,0.0003301461,0.0001251313,0.005905892],"study_design_scores_gemma":[0.00002379807,0.0001956679,0.9972109,0.00001860286,0.00009419906,0.000124976,0.0005864925,0.0005414246,0.0003973648,0.0006032536,0.0001914047,0.00001186206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963121,0.0001890148,0.0002008565,0.0001447971,0.0000167197,0.00001866374,0.00005124433,0.000003986422,0.003062542],"genre_scores_gemma":[0.9993679,0.00005532412,0.0001387653,0.00006262268,0.00001764191,0.0000122742,0.00004049522,0.000004633646,0.0003003267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00997809,"threshold_uncertainty_score":0.05276978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1027992007692644,"score_gpt":0.3754834203529615,"score_spread":0.2726842195836971,"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."}}