{"id":"W4206117871","doi":"10.1111/ijsa.12361","title":"The structured interview's resistance to gender discrimination under cognitive load","year":2022,"lang":"en","type":"article","venue":"International Journal of Selection and Assessment","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Affect (linguistics); Job interview; Resistance (ecology); Cognition; Personnel selection; Compromise; Cognitive load; Replication (statistics); Social psychology; Applied psychology; Statistics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000752101,0.00006606351,0.00007782438,0.0001355768,0.0004062803,0.00008683662,0.0002760069,0.00001814841,0.001391411],"category_scores_gemma":[0.0000403612,0.00005334347,0.00004550453,0.0001474907,0.00002456763,0.00007707004,0.0000867039,0.0003671604,0.000003748102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771358,"about_ca_system_score_gemma":0.0002492678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002433935,"about_ca_topic_score_gemma":0.0002564185,"domain_scores_codex":[0.998558,0.0003707058,0.00035896,0.0001056448,0.0005137568,0.00009289623],"domain_scores_gemma":[0.9984567,0.0001787409,0.0003228947,0.00008001873,0.0008950246,0.00006669112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001097988,0.0007758249,0.01358941,0.00001736617,0.0009802001,0.000009548843,0.0280545,0.0002731345,0.0006409779,0.3333721,0.06655661,0.5546323],"study_design_scores_gemma":[0.000939534,0.0002137682,0.5283459,0.00003260986,0.00002958628,0.0001968873,0.05078606,0.00008782635,0.00003676824,0.007945045,0.4112709,0.0001150841],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4695719,0.005564569,0.07878438,0.3429811,0.02679245,0.00119143,0.00009952853,0.00007584847,0.07493883],"genre_scores_gemma":[0.9941506,0.0001487067,0.0006329778,0.002221239,0.000189942,0.00005164644,0.000007208463,0.000007390702,0.002590249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5545173,"threshold_uncertainty_score":0.9995214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08508107181923949,"score_gpt":0.4724016681513815,"score_spread":0.387320596332142,"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."}}