{"id":"W2158692393","doi":"10.3167/fcl.2011.600106","title":"Engineering responsibility","year":2011,"lang":"en","type":"article","venue":"Focaal","topic":"Mining and Resource Management","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Scrutiny; Business; Social responsibility; Public relations; Corporate social responsibility; Compensation (psychology); Political science; Law and economics; Sociology; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001028636,0.00005927843,0.00005373386,0.00004223687,0.00001346956,0.00000521009,0.00007001994,0.00002655816,0.0002251672],"category_scores_gemma":[0.000014331,0.00005610119,0.00002428861,0.00005796999,0.000007057609,0.00001786549,0.00002023409,0.00006396764,0.0001794674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001581122,"about_ca_system_score_gemma":0.000001682892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004804748,"about_ca_topic_score_gemma":6.21699e-7,"domain_scores_codex":[0.9996685,0.000005036274,0.00007206274,0.00007406682,0.00005182891,0.0001284458],"domain_scores_gemma":[0.9997832,0.000009743689,0.000003869381,0.0001611526,0.000004360597,0.00003770546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005077806,0.0007052222,0.03422982,0.002268108,0.001523988,0.0009030669,0.08653133,0.3118819,0.03879907,0.09421404,0.1568647,0.271571],"study_design_scores_gemma":[0.0008161728,0.00015833,0.1586608,0.00008932096,0.00005301228,0.00002063958,0.0005137994,0.2853363,0.02127131,0.0003178512,0.5317799,0.0009825581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7744544,0.00008940516,0.006003431,0.000006262872,0.0003476941,0.00005498161,0.000001195938,0.0006181431,0.2184245],"genre_scores_gemma":[0.9969844,0.000002250837,0.002327065,0.000008071221,0.00004872248,0.000005252601,6.214526e-7,0.00001391665,0.0006096983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3749152,"threshold_uncertainty_score":0.2465423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740932364969194,"score_gpt":0.1789567720119727,"score_spread":0.1615474483622808,"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."}}