{"id":"W1631273695","doi":"10.1111/peps.12060","title":"On the Distribution of Job Performance: The Role of Measurement Characteristics in Observed Departures from Normality","year":2013,"lang":"en","type":"article","venue":"Personnel Psychology","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Normality; Range (aeronautics); Distribution (mathematics); Econometrics; Artifact (error); Psychology; Statistics; Computer science; Social psychology; Mathematics; Artificial intelligence; Engineering","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":[0.1543036,0.001034965,0.001984514,0.003088786,0.00168072,0.005396522,0.003439029,0.002944982,0.001773918],"category_scores_gemma":[0.4742438,0.0006750276,0.001841716,0.0036576,0.01425066,0.00672973,0.004698283,0.006460107,0.0004524683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335435,"about_ca_system_score_gemma":0.001398014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005059804,"about_ca_topic_score_gemma":0.002542703,"domain_scores_codex":[0.8319914,0.1198998,0.008997978,0.01863286,0.01790456,0.002573471],"domain_scores_gemma":[0.3004065,0.6068821,0.02368417,0.05603315,0.01131719,0.001676995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001179485,0.0003468554,0.7831323,0.0004928939,0.001548946,0.0009595972,0.01066462,0.01949489,0.001401134,0.1027765,0.002989668,0.07501317],"study_design_scores_gemma":[0.0001545204,0.0006840171,0.6582406,0.0004764496,0.0002943411,0.001348456,0.005549121,0.0986442,0.002329295,0.2264881,0.005426164,0.0003647541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.567307,0.002098669,0.4096812,0.005727149,0.0004371563,0.0006914193,0.001040063,0.0006757118,0.01234164],"genre_scores_gemma":[0.9860371,0.0001314149,0.01253002,0.0004247921,0.00007192416,0.0001888422,0.0003288781,0.00007793338,0.000209127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1543036,"threshold_uncertainty_score":0.8160453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05305126977959082,"score_gpt":0.2851986998797762,"score_spread":0.2321474301001854,"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."}}