{"id":"W4412303960","doi":"","title":"Introduction:New Methodologies in Literary Historiography: A Forum","year":2021,"lang":"en","type":"article","venue":"","topic":"Cultural History and Identity Formation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; University of Cambridge; Princeton University; York University; Johns Hopkins University; George Mason University","keywords":"Historiography; History; Literature; Art; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0000815872,0.00005735093,0.00009044698,0.0001034521,0.0001215641,0.00009102829,0.00004628024,0.00002081813,0.009592969],"category_scores_gemma":[0.00004460377,0.00004858862,0.00007262833,0.00006774959,0.00004871893,0.0008160744,0.00002206138,0.00007244101,0.0001155098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005793248,"about_ca_system_score_gemma":0.00002359261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004251873,"about_ca_topic_score_gemma":0.007741441,"domain_scores_codex":[0.9995349,0.00004546897,0.0001467007,0.0001121531,0.00006677176,0.00009401966],"domain_scores_gemma":[0.9997752,0.00001772927,0.00002883724,0.0001000323,0.00005696306,0.00002123268],"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":[0.000008547802,0.00001774695,0.00008737763,0.0000126222,0.000008788246,0.000003713046,0.02823945,0.000001195316,0.0001307143,0.3791437,0.5829456,0.009400486],"study_design_scores_gemma":[0.00009792681,0.00001457466,0.0001912065,0.000004713239,0.000004661453,0.000004478564,0.004308891,0.00000285442,0.0002190627,0.03803332,0.9570463,0.0000720059],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1464611,0.01807249,0.001656474,0.07005638,0.02072805,0.0004010912,0.00002111672,0.0008105551,0.7417928],"genre_scores_gemma":[0.1164518,0.0001850066,0.00730899,0.001469001,0.004604546,0.00001481104,0.0001594994,0.0000126396,0.8697938],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3741007,"threshold_uncertainty_score":0.9913124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06484358688172233,"score_gpt":0.2524690769053508,"score_spread":0.1876254900236285,"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."}}