{"id":"W2012251213","doi":"10.1007/s10551-015-2551-2","title":"Collectivism and Corruption in Commercial Loan Production: How to Break the Curse?","year":2015,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Economic Growth and Development","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Collectivism; Loan; Language change; Business; Business ethics; Curse; Production (economics); Politics; Private sector; Economics; Financial system; Market economy; Finance; Economic growth; Political science; Microeconomics; Individualism; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.002135391,0.00006896209,0.0001394735,0.0001439722,0.00009204277,0.0001733807,0.0002859731,0.00006885027,5.24822e-7],"category_scores_gemma":[0.001240643,0.00004873056,0.00001487539,0.0005163652,0.00004882026,0.0004632889,0.0001098137,0.0004269713,0.00000256461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001030714,"about_ca_system_score_gemma":0.0007170267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002192428,"about_ca_topic_score_gemma":0.0001387329,"domain_scores_codex":[0.9992427,0.00008412251,0.0002138624,0.0001111996,0.0002350431,0.0001130797],"domain_scores_gemma":[0.9987358,0.0001765198,0.0001711368,0.0001347826,0.0006844497,0.00009730147],"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":[0.0007435738,0.001212638,0.2474058,0.000324242,0.0001301359,0.0004022999,0.2056104,0.01136223,0.001084717,0.03669231,0.2309201,0.2641115],"study_design_scores_gemma":[0.001462637,0.0002345044,0.9465857,0.0002100667,0.00001121204,0.001735247,0.0007896213,0.001781877,0.0004783421,0.01022028,0.03619526,0.0002952658],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.437492,0.0002145548,0.1065062,0.4515805,0.00359764,0.0001985466,4.735372e-7,0.00001358202,0.0003964128],"genre_scores_gemma":[0.9924657,0.00004543053,0.005631677,0.001365429,0.0003233842,0.000002366276,1.223294e-7,0.000003950064,0.0001619056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6991798,"threshold_uncertainty_score":0.1987174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100882302785825,"score_gpt":0.2839797823353884,"score_spread":0.1738915520568058,"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."}}