{"id":"W4252586539","doi":"10.1093/acprof:osobl/9780199545810.003.0001","title":"General Introduction","year":2012,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Modernism (music); Metropolitan area; History; Literary magazine; Geography; Media studies; Art history; Political science; Literature; Literary criticism; Sociology; Art; Literary science; Archaeology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0000316359,0.0002587764,0.0002418749,0.00006724099,0.0003946629,0.0000873146,0.0001661946,0.0001547264,0.0008560967],"category_scores_gemma":[7.251562e-7,0.0002342863,0.000161016,0.000001081109,0.0002225155,0.0001505486,0.0001336051,0.0002970066,0.000007177219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005458159,"about_ca_system_score_gemma":0.00001270686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002731651,"about_ca_topic_score_gemma":0.00007863191,"domain_scores_codex":[0.9993068,0.000009244997,0.0001005497,0.0002425539,0.0001429408,0.0001978944],"domain_scores_gemma":[0.9994617,0.000005682562,0.0001094428,0.000229761,0.0001323806,0.00006102503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002558108,0.000004924805,1.862766e-7,0.00002680806,0.0001665261,0.00000859853,0.006124618,1.05312e-7,0.000001939454,0.8593488,0.131223,0.003068902],"study_design_scores_gemma":[0.0001418774,0.0000286911,4.433874e-7,0.00002233089,0.0002372004,0.000002742731,0.0002638572,2.68722e-7,0.00001067876,0.001110513,0.9978963,0.0002850869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000007058704,0.0006245955,0.000002972565,0.0001015039,0.001157862,0.0001446723,0.0001084761,0.000106861,0.997746],"genre_scores_gemma":[0.0001913156,0.0001923746,0.00002850996,0.00008161098,0.008784476,4.884765e-7,0.0000957378,0.00002579861,0.9905997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8666733,"threshold_uncertainty_score":0.9553918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245748262406983,"score_gpt":0.1797515640994942,"score_spread":0.1551767378587959,"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."}}