{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001682078,0.0001511917,0.0003029801,0.0001175304,0.00007184803,0.000009876267,0.00002593452,0.00009678754,0.0001109503],"category_scores_gemma":[0.0001082349,0.0001280927,0.00007286311,0.0001564491,0.0001063099,0.0001267499,0.000007528519,0.0001297318,0.00001348543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188906,"about_ca_system_score_gemma":0.00004485287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000220012,"about_ca_topic_score_gemma":0.00005295584,"domain_scores_codex":[0.9989542,0.00003837391,0.0003503483,0.0002730495,0.0001649278,0.0002190816],"domain_scores_gemma":[0.9995134,0.00007162822,0.0001490042,0.0001287226,0.00005433285,0.0000828653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001741858,0.0005231146,0.9871045,0.000002883494,0.00004667098,0.0001695109,0.001860408,1.577022e-7,0.001519444,0.00002710615,0.00009727674,0.008474735],"study_design_scores_gemma":[0.003121879,0.0001883082,0.9927487,0.00004086716,0.0004339541,0.00003035019,0.0003054397,0.00001058843,0.002925222,0.0000608728,0.000019918,0.0001139238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987569,0.0001609378,0.000003309173,0.0002072427,0.00003570006,0.0005156319,0.0000041565,0.0001407109,0.0001754293],"genre_scores_gemma":[0.9993637,0.00007453922,0.000196359,0.0001685646,0.00003280621,0.0000303514,0.00005311895,0.000009603301,0.00007100513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008360811,"threshold_uncertainty_score":0.5223469,"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."}}