{"id":"W4200498483","doi":"10.33423/jabe.v23i8.4879","title":"The Anxiety-Provoking Risks of Performance Management and Its Alternative Solutions in the Banking Environment","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Management Theory and Practice","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Foundation (evidence); Field (mathematics); Domain (mathematical analysis); Character (mathematics); Risk analysis (engineering); Performance management; Business; Computer science; Management science; Accounting; Economics; Marketing; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459582,0.0006991096,0.0004664382,0.001350457,0.002596654,0.007495068,0.001137581,0.004192521,0.001903739],"category_scores_gemma":[0.008994418,0.0002523929,0.0006841521,0.0008274477,0.01449069,0.005986309,0.004894768,0.004373873,0.0002513607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480592,"about_ca_system_score_gemma":0.003070831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001383169,"about_ca_topic_score_gemma":0.001260966,"domain_scores_codex":[0.9930975,0.003992144,0.0001631035,0.0004170936,0.001497921,0.0008322519],"domain_scores_gemma":[0.9934435,0.003957524,0.0009501763,0.0003950744,0.0006096568,0.0006440973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001909899,0.0002747635,0.007633335,0.0005317669,0.00005675573,0.001555181,0.01909107,0.003026108,0.0008706069,0.829247,0.00424757,0.1332748],"study_design_scores_gemma":[0.00005628169,0.0003489306,0.009631081,0.0008841396,0.00007446107,0.002367278,0.02669414,0.007920684,0.0008026204,0.9146283,0.03646614,0.0001258718],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2872454,0.04719688,0.09244087,0.3558434,0.001736437,0.0001557376,0.00007768212,0.0003507666,0.2149529],"genre_scores_gemma":[0.9852489,0.004560747,0.004529133,0.002669378,0.0005397489,0.00005657915,0.00001066649,0.00002022257,0.002364502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007495068,"threshold_uncertainty_score":0.02887332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03638210717700767,"score_gpt":0.2192069136276926,"score_spread":0.1828248064506849,"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."}}