{"id":"W4379513821","doi":"10.16995/ah.10561","title":"Realist Ethics","year":2023,"lang":"en","type":"article","venue":"Architectural Histories","topic":"Architecture and Art History Studies","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Realism; Photography; Architecture; Sociology; Art history; Art; Philosophy; Visual arts","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002147167,0.0002054985,0.0002167163,0.0002000266,0.001929309,0.00004918327,0.000221064,0.00004394291,0.000445113],"category_scores_gemma":[0.0001931222,0.000162886,0.0001241001,0.0001103985,0.001097559,0.00009567029,0.0001189795,0.0004307359,0.0006852297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007756254,"about_ca_system_score_gemma":0.00004677688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004813944,"about_ca_topic_score_gemma":0.007796687,"domain_scores_codex":[0.998759,0.00007512551,0.0002125172,0.0002690892,0.0003043811,0.0003798802],"domain_scores_gemma":[0.999184,0.0003314559,0.00006304347,0.0002613826,0.0000860263,0.00007407295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002961377,0.00001010919,0.00009394796,0.0000511136,0.000039373,0.00002740635,0.55757,0.00002844343,0.00007775246,0.3161269,0.1160788,0.009866473],"study_design_scores_gemma":[0.00009774129,0.00006582169,0.0002347339,0.00001229816,0.00001462823,0.000006577096,0.003130344,0.000008460256,0.00002750592,0.0161139,0.9800556,0.0002324185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1324466,0.001657826,0.00009882515,0.03863519,0.009860468,0.000438932,0.0001837622,0.003881887,0.8127965],"genre_scores_gemma":[0.8713142,0.00002673515,0.0001498026,0.001182208,0.001477715,0.00004026634,0.0000622128,0.00003901884,0.1257078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8639768,"threshold_uncertainty_score":0.99937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029600144678937,"score_gpt":0.2699133821872536,"score_spread":0.1669533677193599,"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."}}