{"id":"W2142567986","doi":"10.1111/j.1468-2389.2006.00357.x","title":"Incremental Validity of Assessment Center Ratings Over Cognitive Ability Tests: A Study at the Executive Management Level","year":2006,"lang":"en","type":"article","venue":"International Journal of Selection and Assessment","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Promotion (chess); Cognition; Test (biology); Predictive validity; Assessment center; Context (archaeology); Applied psychology; Set (abstract data type); Executive functions; German; Cognitive psychology; Clinical psychology; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001067151,0.0001476452,0.0002025403,0.0001320853,0.0001463608,0.00006488027,0.0001430947,0.00003023243,0.001001682],"category_scores_gemma":[0.00004128215,0.0001088766,0.0001087102,0.0001150445,0.00009777025,0.0001527055,0.0001589333,0.000267654,0.000001543457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004646713,"about_ca_system_score_gemma":0.00005643938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297276,"about_ca_topic_score_gemma":0.0002740132,"domain_scores_codex":[0.9979791,0.0003228519,0.0006547859,0.000223684,0.0006687031,0.000150843],"domain_scores_gemma":[0.9979612,0.0005031446,0.0006465427,0.0000691352,0.0007806532,0.00003931345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002344483,0.002719713,0.98022,0.00001041381,0.0007288732,0.00003188735,0.0006731529,0.000008809778,0.001018753,0.001822468,0.0008713396,0.01166015],"study_design_scores_gemma":[0.00312614,0.0007640987,0.9842641,0.00007593568,0.0001101823,0.0001179688,0.009836205,0.00007674086,0.0003047981,0.0006708219,0.0005527312,0.0001002733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765305,0.00002277667,0.00219165,0.0003328607,0.0005894824,0.0004368617,0.00006600333,0.000008256887,0.01982162],"genre_scores_gemma":[0.9985973,0.00000932645,0.0005517924,0.0001291173,0.0002083875,0.00003197109,0.00001200501,0.000009494256,0.0004506666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02206675,"threshold_uncertainty_score":0.9999115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0573733298625526,"score_gpt":0.4029799073186043,"score_spread":0.3456065774560517,"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."}}