{"id":"W4407410266","doi":"10.1680/978-1-83608-556-020251010","title":"Professional Responsibility and Ethics","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Ethics in medical practice","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Professional responsibility; Professional ethics; Sociology; Environmental ethics; Political science; Psychology; Philosophy; Law; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005336866,0.0006302212,0.0005247103,0.001054286,0.006125303,0.007746218,0.000916263,0.005287046,0.008995655],"category_scores_gemma":[0.006892855,0.000346776,0.0003503933,0.0009362092,0.03010334,0.005433546,0.004427537,0.005648491,0.003894695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007477933,"about_ca_system_score_gemma":0.009056142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479445,"about_ca_topic_score_gemma":0.005041681,"domain_scores_codex":[0.9908001,0.004600677,0.0002864056,0.000696441,0.002915459,0.0007008741],"domain_scores_gemma":[0.9956346,0.002660166,0.0002702077,0.0003252223,0.000707713,0.000401991],"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":[0.000001099689,0.00000457791,0.00003194542,0.00003554971,9.603602e-7,0.00002463396,0.002155103,0.00005689089,0.00002235405,0.9796438,0.01153132,0.00649179],"study_design_scores_gemma":[0.000003277178,0.000007185969,0.0001124876,0.000299669,0.000001268241,0.0001309508,0.001181686,0.00009527733,0.00004622724,0.4907876,0.5073276,0.000006831145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001848478,0.02726842,0.01676595,0.06464648,0.002181627,0.00006816581,0.00002921053,0.00006093189,0.8871307],"genre_scores_gemma":[0.3474715,0.03779873,0.01660223,0.04203556,0.005859831,0.0004276251,0.00008808391,0.0002270799,0.5494894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008995655,"threshold_uncertainty_score":0.0542565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047749751612657,"score_gpt":0.5669879958756645,"score_spread":0.3622130207143988,"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."}}