{"id":"W4366983564","doi":"10.1080/21507740.2023.2188290","title":"Embedded Morality and Psychopath Machines","year":2023,"lang":"en","type":"letter","venue":"AJOB Neuroscience","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Morality; Psychology; Consciousness; Image (mathematics); Neuroethics; Cognitive science; Social psychology; Epistemology; Artificial intelligence; Neuroscience; Computer science; 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"],"consensus_categories":[],"category_scores_codex":[0.0002837416,0.000433687,0.0003675596,0.0002344044,0.0004206846,0.0001798592,0.001038986,0.0003372544,0.00003649092],"category_scores_gemma":[0.0005793782,0.0003686563,0.0001173098,0.0006591851,0.001064561,0.0002580469,0.0003453788,0.001430706,0.0004309514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412067,"about_ca_system_score_gemma":0.00004416122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002248879,"about_ca_topic_score_gemma":0.000002844603,"domain_scores_codex":[0.9959275,0.0002816487,0.000357106,0.001801162,0.0008719717,0.0007606155],"domain_scores_gemma":[0.998667,0.0002982255,0.0001975506,0.0006631239,0.0000264463,0.0001476643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009641623,0.00003843409,0.0002633845,0.00004844894,8.665442e-7,0.0009789194,0.00003516794,0.000005021092,0.04140298,0.000196582,0.9558998,0.001120766],"study_design_scores_gemma":[0.0004689356,0.0002854231,0.02193477,0.00008832323,0.00002419382,0.0007038492,0.000004124615,0.0007332067,0.002613811,0.007798335,0.9644236,0.0009214252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06490836,0.00004012153,0.00003627093,0.9230063,0.007646923,0.0004014839,0.000170137,0.0005107596,0.003279627],"genre_scores_gemma":[0.02807039,0.0002413615,0.00005788838,0.956581,0.001249654,0.00004347798,0.00001335161,0.00005890097,0.01368399],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03878917,"threshold_uncertainty_score":0.9998766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1866257213849721,"score_gpt":0.3278913278140763,"score_spread":0.1412656064291042,"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."}}