{"id":"W4230360128","doi":"10.1017/9781787446861.005","title":"The Sociohistorical Cather: Approaches to Race,War, and the Environment","year":2020,"lang":"en","type":"other","venue":"","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Sociology; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009908668,0.0001749427,0.00028594,0.00002577381,0.0003337919,0.0001933737,0.0002090644,0.00005163337,0.006937755],"category_scores_gemma":[0.00000787242,0.00007869746,0.0001364083,0.00001959432,0.0008626954,0.0000128378,0.00008666934,0.0001798314,0.0003052165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002530661,"about_ca_system_score_gemma":0.000009723371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007247863,"about_ca_topic_score_gemma":0.0005351211,"domain_scores_codex":[0.9992321,0.0000775864,0.0001294448,0.0002421655,0.0001741367,0.0001445293],"domain_scores_gemma":[0.9995474,0.00008174642,0.00007664505,0.0002234017,0.000002992085,0.00006780835],"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":[0.000007534577,0.000009177985,8.598245e-7,0.00000454482,0.0001452659,0.000001300345,0.01122266,6.870754e-8,5.1359e-8,0.1485498,0.8321527,0.007906026],"study_design_scores_gemma":[0.000125491,0.00001909008,7.250158e-7,0.000006475955,0.000104898,6.097434e-7,0.003681929,0.00001308949,1.139729e-7,0.0001978575,0.9957173,0.0001323828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.258626e-7,0.01460238,0.0001022057,0.0164487,0.000110754,0.0002307781,0.00002514693,0.00005386823,0.9684255],"genre_scores_gemma":[0.000638978,0.001345525,0.0001107469,0.002893723,0.001215457,0.00005529196,0.00001289162,0.000107408,0.99362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1635647,"threshold_uncertainty_score":0.99397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02996433482646543,"score_gpt":0.1709335749363429,"score_spread":0.1409692401098775,"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."}}