{"id":"W2125284128","doi":"10.5267/j.msl.2013.05.010","title":"The role of organizational culture in improvement of professional ethics in research organizations","year":2013,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Organizational culture; Business; Public relations; Professional ethics; Knowledge management; Psychology; Engineering ethics; Sociology; Political science; Computer science; Engineering","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":[0.01357381,0.00006246257,0.00009388211,0.0007206429,0.000444463,0.0001870967,0.001430874,0.00005116247,0.0001244911],"category_scores_gemma":[0.006073462,0.00003843883,0.00001251017,0.009232777,0.001092249,0.0004606984,0.0004957551,0.0003977834,0.00003650774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145611,"about_ca_system_score_gemma":0.0002077051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000241456,"about_ca_topic_score_gemma":0.000163702,"domain_scores_codex":[0.9955609,0.0001825012,0.000557914,0.0003239719,0.003095669,0.0002790859],"domain_scores_gemma":[0.9968924,0.001171825,0.0001816262,0.0004465082,0.001273164,0.00003448122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000600233,0.0003088771,0.460582,0.00003972672,0.000005076314,6.397221e-7,0.01730109,0.002014111,0.1352027,0.3682645,0.007550967,0.008724333],"study_design_scores_gemma":[0.0001815711,0.00002020809,0.7506183,0.00009040532,0.000001563487,2.093718e-7,0.03665104,0.001988394,0.007083522,0.201748,0.00152309,0.00009367287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227489,0.00003502223,0.0006884863,0.07289258,0.0004749801,0.0006175012,0.000001369534,0.000006452041,0.002534661],"genre_scores_gemma":[0.9979043,0.00003925468,0.0008851671,0.0006548293,0.00001899916,0.00003990292,0.000001932253,0.000004157938,0.0004514589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2900363,"threshold_uncertainty_score":0.727094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1430150501500178,"score_gpt":0.4546443432577637,"score_spread":0.3116292931077459,"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."}}