{"id":"W2505314161","doi":"10.1057/9781137402240_6","title":"A Suggested Approach","year":2015,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scope (computer science); Human enhancement; Epistemology; Engineering ethics; Management science; Sociology; Computer science; Psychology; Engineering; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004713002,0.0008398328,0.0007708676,0.0006085698,0.0002740368,0.0001327308,0.001129758,0.0007000235,0.0009568181],"category_scores_gemma":[0.0006712077,0.0008111268,0.0002499861,0.0001024412,0.001377419,0.000001385719,0.00054297,0.001498721,0.001153263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014085,"about_ca_system_score_gemma":0.0003166684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000113231,"about_ca_topic_score_gemma":0.00001207879,"domain_scores_codex":[0.9950969,0.0001140492,0.0009442433,0.001509089,0.001570258,0.0007654408],"domain_scores_gemma":[0.9968297,0.0003533487,0.0006220266,0.001422653,0.0003176738,0.0004545295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002595937,0.000001998409,0.000001479376,0.00008270059,0.00003060187,0.0001218192,0.0001843245,5.682436e-7,0.01141115,0.9843535,0.0008032797,0.002982584],"study_design_scores_gemma":[0.0006207455,0.0001691534,0.000006563257,0.0001123516,0.00006555515,0.00008811238,0.00001261727,0.00005303424,0.006503162,0.9555812,0.03592072,0.0008667817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00006889946,0.0001560122,0.0005578483,0.0001690249,0.0008342572,0.001061567,0.0003259843,0.0004366038,0.9963898],"genre_scores_gemma":[0.8862573,0.00005157613,0.0004830614,0.002240785,0.0006051873,0.00009635243,0.0001144554,0.0002320676,0.1099192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8864706,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314320383800533,"score_gpt":0.3101691452782508,"score_spread":0.1787371068981975,"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."}}