{"id":"W4362690280","doi":"10.55365/1923.x2023.21.43","title":"The Psychological State that Workers are Exposed to During Work Pressure and its Relationship to the Efficiency and Quality of Outputs","year":2023,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Occupational Health and Safety Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stressor; Workload; Work (physics); Affect (linguistics); Quality (philosophy); Occupational stress; Psychology; Set (abstract data type); Social psychology; Mental health; Stress (linguistics); Applied psychology; Risk analysis (engineering); Business; Computer science; Clinical psychology; Economics; Management; Engineering; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769889,0.00006571652,0.0002240346,0.00002214072,0.0004099952,0.000004583791,0.00009378306,0.00003116361,0.00000243149],"category_scores_gemma":[0.0002892576,0.0000400546,0.00002118872,0.0001547562,0.00002910921,0.00002855813,0.0001175851,0.0001112585,0.000009850641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009479275,"about_ca_system_score_gemma":0.0000195569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007026857,"about_ca_topic_score_gemma":0.00004298214,"domain_scores_codex":[0.9989844,0.0001694172,0.0004661337,0.0001735615,0.00003803976,0.0001684769],"domain_scores_gemma":[0.9987666,0.0006655684,0.000293366,0.0001877591,0.00003768368,0.00004904909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006669089,0.00005919337,0.8157246,0.02459765,0.00004353892,5.628307e-7,0.003103815,0.001159434,0.000001566591,0.08137327,0.007592221,0.06567726],"study_design_scores_gemma":[0.0001386102,0.00002532902,0.9521719,0.002124208,0.000005907238,6.141444e-8,0.0001320749,0.0000609706,4.806702e-7,0.0003105462,0.04498541,0.00004445728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203107,0.06561384,0.00001517198,0.01265365,0.0001026444,0.001103986,0.00004060901,0.000005065601,0.0001543421],"genre_scores_gemma":[0.7438006,0.2547979,0.00004380995,0.0008088779,0.00001437625,0.00006979657,0.000001538859,0.000003370487,0.0004597726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1891841,"threshold_uncertainty_score":0.3153393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2094602242394308,"score_gpt":0.4394127958549681,"score_spread":0.2299525716155373,"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."}}