{"id":"W4391144429","doi":"10.31234/osf.io/gz58h","title":"Structural Validity Evidence for the Oxford Utilitarianism Scale Across 15 Languages","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Mitacs","keywords":"Utilitarianism; Scale (ratio); Psychology; Econometrics; Economics; Philosophy; Geography; Epistemology; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03487235,0.0005326211,0.0005488403,0.003186211,0.0009867291,0.0024623,0.000629752,0.0005017904,0.003296498],"category_scores_gemma":[0.08386351,0.0004586682,0.001005041,0.002934078,0.004015895,0.001957363,0.003973091,0.001196476,0.0003549838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114056,"about_ca_system_score_gemma":0.001948646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410513,"about_ca_topic_score_gemma":0.00366383,"domain_scores_codex":[0.9828698,0.007374866,0.002295742,0.002085454,0.004775059,0.0005990405],"domain_scores_gemma":[0.8994416,0.05607466,0.01114941,0.008725092,0.02262569,0.001983434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006200921,0.0002026149,0.8646497,0.0004981597,0.0005727083,0.0001631128,0.03009246,0.000698632,0.003179083,0.006268349,0.001382634,0.09167247],"study_design_scores_gemma":[0.00007006479,0.0003066348,0.9696755,0.0003983707,0.0001747998,0.0002886557,0.01350914,0.001297533,0.001912909,0.007024905,0.005270005,0.00007131979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817036,0.0004154089,0.004540469,0.0004893302,0.0001069226,0.0001617589,0.0004838832,0.00003089523,0.01206772],"genre_scores_gemma":[0.9947113,0.0001296816,0.004035459,0.00007369652,0.00001874884,0.0001772963,0.0004472912,0.00003093219,0.0003756228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03487235,"threshold_uncertainty_score":0.1844248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3673704258340498,"score_gpt":0.4253975875637608,"score_spread":0.05802716172971101,"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."}}