{"id":"W1674705229","doi":"10.5325/chaucerrev.48.3.0258","title":"“Save oure tonges difference”:","year":2014,"lang":"en","type":"article","venue":"The Chaucer Review","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vernacular; Alterity; Lexicon; Syntax; Context (archaeology); Literature; Poetry; Linguistics; History; Philosophy; Art; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003440812,0.000115854,0.0002387695,0.00001601415,0.0002427465,0.00005255931,0.0002280707,0.00001993238,0.004762071],"category_scores_gemma":[0.00003939541,0.00005750277,0.00009730896,0.00001653771,0.0001276145,0.00003949801,0.00002895765,0.0001614286,0.0007584817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114815,"about_ca_system_score_gemma":0.000009621026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001981639,"about_ca_topic_score_gemma":0.0001519571,"domain_scores_codex":[0.9993271,0.000113212,0.0001566082,0.0001213704,0.0001418255,0.0001398376],"domain_scores_gemma":[0.9994434,0.00005873637,0.00006627163,0.0003388715,0.00004927377,0.00004342577],"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":[0.000002908508,0.00001710241,0.000003698954,0.001352282,0.00001963533,8.6231e-7,0.0132018,1.98695e-8,0.000007599974,0.7481031,0.1904761,0.04681485],"study_design_scores_gemma":[0.00004259262,0.00002699361,0.00003113529,0.0009438741,0.00005844797,0.000002067525,0.00005853016,0.000002529293,0.000002949352,0.00170636,0.9970335,0.00009095736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005790041,0.3859085,0.000008507838,0.01355984,0.0009987736,0.0003078184,0.00001030655,0.00006923483,0.5985581],"genre_scores_gemma":[0.3365735,0.1127959,0.00003561959,0.08878578,0.009060723,0.0001934847,0.00007171454,0.00007353139,0.4524098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8065574,"threshold_uncertainty_score":0.9961477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04300126290634414,"score_gpt":0.2384988321909763,"score_spread":0.1954975692846322,"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."}}