{"id":"W4415483116","doi":"10.1093/9780198945215.003.0208","title":"An Intertraditionalist Approach to “Humans in the Loop”","year":2025,"lang":"en","type":"book-section","venue":"","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adjudication; Corporate governance; Software deployment; Economic Justice; Duty; Human rights; Global governance","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":[0.0005161326,0.0002839515,0.0002349553,0.0006676062,0.0002461916,0.0001947487,0.001194932,0.0002545065,0.0004142492],"category_scores_gemma":[0.0004460302,0.0002221888,0.00007573934,0.000721544,0.0003889104,0.0001693852,0.0001001154,0.001305949,0.00010052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002550412,"about_ca_system_score_gemma":0.0002677988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003538146,"about_ca_topic_score_gemma":0.0001623153,"domain_scores_codex":[0.9972906,0.0002434008,0.0005354093,0.0008933657,0.0007502778,0.0002870197],"domain_scores_gemma":[0.9985009,0.0004683066,0.0001259109,0.0007545682,0.00007844892,0.00007183394],"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":[0.000008100313,0.0003748523,0.000001101529,0.00005961332,0.00000369277,0.000008293471,0.0003524675,0.0000110575,0.004761404,0.7529969,0.2410919,0.0003306759],"study_design_scores_gemma":[0.0005261981,0.0004553226,0.0002884254,0.0003013324,0.00003823171,0.00002928473,0.0002054127,0.0004199282,0.004490226,0.1609167,0.8314751,0.0008537737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002843811,0.000003238105,0.01359128,0.003120571,0.001060259,0.0008963668,0.0001548191,0.000132475,0.9807566],"genre_scores_gemma":[0.02608841,0.00001567158,0.0003330105,0.05127031,0.000771476,0.0003266622,0.0003367572,0.0000389142,0.9208188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5920802,"threshold_uncertainty_score":0.9060597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1125862138817389,"score_gpt":0.3478307522633991,"score_spread":0.2352445383816602,"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."}}