{"id":"W4415408692","doi":"10.1111/ijsa.70027","title":"Cyber‐Vetted Behind the Smokescreen: The Evaluations of Cigarette and Cannabis Smokers in Hiring","year":2025,"lang":"en","type":"article","venue":"International Journal of Selection and Assessment","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University; University of Winnipeg; University of Manitoba","funders":"","keywords":"Cannabis; Employability; Recreation; Stereotype (UML); Competence (human resources); Cigarette smoking; Social desirability; Personnel selection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003382124,0.0002257771,0.0002478999,0.0006047253,0.001285479,0.00155089,0.0003282733,0.0004466978,0.00214713],"category_scores_gemma":[0.007596169,0.0002245741,0.0003285223,0.0002738464,0.0012358,0.0004077114,0.0009557178,0.0005203345,0.0002141065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00120055,"about_ca_system_score_gemma":0.001133458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03439925,"about_ca_topic_score_gemma":0.07031864,"domain_scores_codex":[0.9982596,0.0006792936,0.0000657129,0.00007965348,0.0006556627,0.0002600989],"domain_scores_gemma":[0.995531,0.001503726,0.001163851,0.000235054,0.0007019838,0.0008644197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006684911,0.0008014136,0.929353,0.00005125037,0.00004904379,0.0001427681,0.04129592,0.0001623678,0.00415848,0.0001327789,0.0003355157,0.022849],"study_design_scores_gemma":[0.00001273089,0.0005885956,0.9621696,0.0000235703,0.00002004908,0.00005563694,0.03487094,0.0004406475,0.00106168,0.00005836476,0.0006752354,0.0000228742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994655,0.0000115258,0.00001850377,0.00001385148,0.0000013111,0.000005623089,0.000005184453,8.201439e-7,0.000477598],"genre_scores_gemma":[0.9995927,0.00001872175,0.00003813585,0.00001302751,0.000001560903,0.000003409618,0.000009690948,6.193242e-7,0.0003222431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03439925,"threshold_uncertainty_score":0.06839806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462418582276501,"score_gpt":0.3883916748134097,"score_spread":0.3637674889906447,"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."}}