{"id":"W4404004522","doi":"10.1002/hast.4941","title":"Moral Nuances in Broad Policies","year":2024,"lang":"en","type":"article","venue":"The Hastings Center Report","topic":"War, Ethics, and Justification","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Broad spectrum; Political science; Engineering ethics; Environmental ethics; Law and economics; Sociology; Psychology; Epistemology; Philosophy; Engineering; Chemistry","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":[0.0449325,0.0006199743,0.0006898532,0.001640076,0.01478701,0.01828489,0.002260332,0.01545048,0.009332606],"category_scores_gemma":[0.05852178,0.0004516726,0.0006689984,0.001460172,0.07127794,0.01266018,0.008899532,0.02302402,0.001068766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01610751,"about_ca_system_score_gemma":0.01886444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01585616,"about_ca_topic_score_gemma":0.01054642,"domain_scores_codex":[0.9556348,0.02876504,0.001080306,0.002833001,0.006929949,0.004756915],"domain_scores_gemma":[0.9551936,0.03322849,0.001871346,0.003298348,0.003844799,0.002563502],"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":[0.000002753278,0.000006625728,0.00005456419,0.00001230534,0.000002396049,0.00002013751,0.002138321,0.0001075889,0.00001835255,0.9802197,0.01566047,0.001756796],"study_design_scores_gemma":[0.00001415954,0.000009250765,0.000282603,0.0003016276,0.000005208267,0.00003039571,0.003980222,0.0002659523,0.0001053486,0.6535639,0.3414171,0.00002416017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007496873,0.005580209,0.007467945,0.7073845,0.003718,0.00003663833,0.00005072854,0.00006870905,0.2681964],"genre_scores_gemma":[0.7040829,0.00359136,0.004031345,0.2472498,0.004640828,0.0002718052,0.00005989799,0.0001534058,0.0359186],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0449325,"threshold_uncertainty_score":0.2376286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108577638827333,"score_gpt":0.3006352015177869,"score_spread":0.1920575626904538,"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."}}