{"id":"W1991304349","doi":"10.1037/a0015668","title":"Measurement and assessment issues in performance appraisal.","year":2009,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Calgary","funders":"","keywords":"Psychology; Applied psychology; Cognitive psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002415347,0.0004274417,0.0004445122,0.001187889,0.0002555542,0.0000624743,0.0005341504,0.0004167717,0.001728592],"category_scores_gemma":[0.000101906,0.0004494101,0.00005665094,0.0006577351,0.0002008696,0.0001929121,0.00001744513,0.0007392697,0.000307353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008692151,"about_ca_system_score_gemma":0.0003847215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02128253,"about_ca_topic_score_gemma":0.3394302,"domain_scores_codex":[0.9961018,0.0002364462,0.0006395978,0.001031836,0.0002881638,0.001702173],"domain_scores_gemma":[0.997992,0.00003890459,0.000141413,0.0008095454,0.0001438405,0.000874314],"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":[0.0001475147,0.0002096115,0.2762088,0.00001873439,0.00008349771,0.0002946278,0.004924252,0.0000158562,0.0002661681,0.005452916,0.08247328,0.6299047],"study_design_scores_gemma":[0.001430656,0.0004349786,0.8094361,0.00005145428,0.00001193101,0.00007254226,0.0004143536,0.00006038309,0.000003675104,0.0004857247,0.1871695,0.0004287105],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8526637,0.001471145,0.00002201266,0.0119306,0.001898861,0.0005355381,0.00001158092,0.00008854905,0.131378],"genre_scores_gemma":[0.9904034,0.0003010489,0.0005619657,0.007369276,0.0002079719,0.0001303077,0.00003669848,0.00003335964,0.0009559848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.629476,"threshold_uncertainty_score":0.9997958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08974761731047214,"score_gpt":0.3985579421965365,"score_spread":0.3088103248860643,"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."}}