{"id":"W2184466117","doi":"","title":"AC 2011-1501: A CASE STUDY-BASED GRADUATE COURSE IN ENGI- NEERING ETHICS AND PROFESSIONAL RESPONSIBILITY","year":2011,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aeronautics; Context (archaeology); Engineering; Apollo; Atmosphere (unit); Crew; Law; Forensic engineering; Political science; History; Meteorology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009944,0.0001690314,0.0001470521,0.0001310152,0.00006406962,0.00001470452,0.00007483222,0.00009942074,0.0001653476],"category_scores_gemma":[0.00007738009,0.0001554795,0.00002006613,0.0001656228,0.00002202516,0.00008427512,0.00002992031,0.0006093611,0.00001928732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007232209,"about_ca_system_score_gemma":0.0001316167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043254,"about_ca_topic_score_gemma":0.0004450775,"domain_scores_codex":[0.9990489,0.00008292415,0.0002620373,0.000207615,0.0001722307,0.0002262186],"domain_scores_gemma":[0.999449,0.0001415428,0.00001578289,0.0002174987,0.00005198235,0.0001241625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002531587,0.00747988,0.5345706,0.002220179,0.0005012951,0.0065563,0.3777153,0.03923564,0.002319624,0.002395171,0.01116295,0.01558988],"study_design_scores_gemma":[0.00213058,0.0001416421,0.8869967,0.0001775082,0.00004663534,0.0003725088,0.02797838,0.07815227,0.002277608,0.000129082,0.0005477971,0.001049257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969618,0.000086981,0.001177032,0.0001142371,0.0006151843,0.0003350479,0.000001928664,0.0002877397,0.0004200779],"genre_scores_gemma":[0.9945337,0.000006931655,0.005083488,0.00005403872,0.00001583591,0.00009410585,0.000002195547,0.00002489294,0.0001847646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3524261,"threshold_uncertainty_score":0.6340271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09294224699804485,"score_gpt":0.3236398708517895,"score_spread":0.2306976238537447,"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."}}