{"id":"W4296867906","doi":"10.3366/edinburgh/9781474435925.003.0007","title":"Only Northerners Need Apply? Northern Broadsides and No-nonsense Shakespeare","year":2021,"lang":"en","type":"book-chapter","venue":"Edinburgh University Press eBooks","topic":"Theatre and Performance Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rutter; Drama; Character (mathematics); Nonsense; Broadside; Northern ireland; Literature; Focus (optics); History; Art; Geography; Cartography; Ethnology; Mathematics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007078824,0.0004864003,0.0005359697,0.0001535094,0.0007243447,0.0001622679,0.0002455683,0.000209809,0.001273888],"category_scores_gemma":[0.000005136989,0.0004910084,0.0002285613,0.000004251747,0.0007207389,0.0001308702,0.0003340188,0.0004663069,0.00002841686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007542838,"about_ca_system_score_gemma":0.0001268585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456674,"about_ca_topic_score_gemma":0.01083729,"domain_scores_codex":[0.9986538,0.00001921942,0.0002091982,0.0005009302,0.0002839313,0.0003328747],"domain_scores_gemma":[0.998888,0.00008691162,0.0001786918,0.0003732992,0.0003358585,0.0001372907],"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":[0.0006948875,0.00005340711,0.000340738,0.0003967647,0.00244138,0.0009011168,0.076004,0.00001037231,0.00001399523,0.6285486,0.2640393,0.02655542],"study_design_scores_gemma":[0.0004664468,0.00008120877,0.000004922357,0.0002848678,0.0002794053,0.00001259185,0.003542228,0.000007232771,0.000005290516,0.0001820828,0.9945665,0.0005672085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002298532,0.0009114947,0.00000102025,0.00008314319,0.0007739462,0.0002676192,0.0003105043,0.0001443479,0.9952094],"genre_scores_gemma":[0.00577346,0.0005877261,0.00001371097,0.0001235206,0.001641171,9.462851e-7,0.00006294081,0.00005452469,0.991742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7305272,"threshold_uncertainty_score":0.9997541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02375011389764609,"score_gpt":0.1832816601123414,"score_spread":0.1595315462146953,"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."}}