{"id":"W4405472940","doi":"10.1353/rss.2024.a947340","title":"A Pre-Raphaelite Russell","year":2024,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Philosophy, Science, and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001687198,0.0003649905,0.0006170844,0.0003665296,0.001108426,0.0003023124,0.0006693065,0.0000535267,0.000460049],"category_scores_gemma":[0.00004787104,0.0001941996,0.0004695918,0.0002131672,0.001349381,0.000648329,0.00006727917,0.0005933127,0.0001975223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009904038,"about_ca_system_score_gemma":0.0001433366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008021775,"about_ca_topic_score_gemma":0.0003325163,"domain_scores_codex":[0.9975529,0.0001801211,0.0008554349,0.0002581053,0.0006859002,0.0004674914],"domain_scores_gemma":[0.998246,0.0006867641,0.0002942063,0.0003067164,0.000317204,0.0001491615],"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":[0.0005925439,0.0003871225,0.00006020489,0.0008192146,0.002457665,0.0002666056,0.5401528,0.0001296453,0.001564918,0.2107764,0.2357132,0.007079655],"study_design_scores_gemma":[0.0004539803,0.0003631713,0.00008812588,0.0004547575,0.0006325464,0.0001733106,0.00752571,0.00007867611,0.0003260593,0.02436633,0.965202,0.0003353188],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2342151,0.509712,0.0001362584,0.01121007,0.01357798,0.0005576169,0.00005613461,0.0002295485,0.2303053],"genre_scores_gemma":[0.9477856,0.02935015,0.00004796726,0.0005600172,0.003361302,0.000005574222,9.83409e-7,0.00004288851,0.01884555],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7294888,"threshold_uncertainty_score":0.8525226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966865331343324,"score_gpt":0.2657873659329259,"score_spread":0.2261187126194927,"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."}}