{"id":"W4377942081","doi":"10.1007/978-3-030-22767-8_260","title":"Journal of Business Ethics","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":145,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brandon University; University of Northern British Columbia","funders":"","keywords":"Business ethics; Engineering ethics; Political science; Business; Engineering; Public relations","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":[0.001398773,0.0008118029,0.0006108962,0.002014547,0.003348362,0.008379193,0.0006766165,0.003644269,0.04677327],"category_scores_gemma":[0.002699101,0.0004028168,0.0002510901,0.001798518,0.004884801,0.003598152,0.002150822,0.00532014,0.01930788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003764641,"about_ca_system_score_gemma":0.004474923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004273054,"about_ca_topic_score_gemma":0.01212849,"domain_scores_codex":[0.9988556,0.0004182385,0.0000395512,0.0001017704,0.0004884765,0.00009644699],"domain_scores_gemma":[0.9989716,0.0004519256,0.00004167034,0.0001218575,0.0002659674,0.0001469969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006493029,0.00005264761,0.00009786838,0.0001045104,0.000003929045,0.00003911569,0.0008092119,0.0001346213,0.0001361669,0.5372298,0.40962,0.05176558],"study_design_scores_gemma":[0.000002297038,0.00000554591,0.0001934505,0.0002023384,0.000001647496,0.00004575245,0.0002677618,0.0001171937,0.00003863508,0.1016062,0.8975153,0.000003845432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003842799,0.0160516,0.000993313,0.007856906,0.00215228,0.00002889049,0.00003354963,0.00002906981,0.97247],"genre_scores_gemma":[0.009894543,0.007508071,0.0006629527,0.003962417,0.001480265,0.00005427947,0.00004838834,0.00005614526,0.976333],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04677327,"threshold_uncertainty_score":0.1564722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6470126724514823,"score_gpt":0.4781079617879123,"score_spread":0.16890471066357,"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."}}