{"id":"W4383213789","doi":"10.1017/9781009281386.008","title":"Perfecting Literary History","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Classical Antiquity Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Presentism; Historicism; Historiography; Normative; Cicero; Formalism (music); History of literature; Literature; Literary criticism; Subject (documents); Literary science; Philosophy; History; Epistemology; Art; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002622772,0.0004836282,0.0003694991,0.002202141,0.006573112,0.01090899,0.0007718832,0.001435719,0.01139952],"category_scores_gemma":[0.005742776,0.0002612157,0.0002351847,0.001168437,0.02222314,0.007868044,0.003837079,0.002515654,0.002237108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006727376,"about_ca_system_score_gemma":0.004315524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004727573,"about_ca_topic_score_gemma":0.009753465,"domain_scores_codex":[0.9983522,0.0008763193,0.00005054217,0.000179,0.0003885122,0.0001534386],"domain_scores_gemma":[0.9982194,0.0007742738,0.00008629513,0.0003983687,0.0003530072,0.0001685553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002936788,0.00000245082,0.00003952026,0.00002326433,8.23171e-7,0.00003039135,0.003423353,0.00005584315,0.00003138722,0.9806091,0.008240469,0.007540347],"study_design_scores_gemma":[0.000004017546,0.000007026907,0.0001194499,0.0001944486,0.000002112419,0.00006252003,0.002341205,0.00008403495,0.0001102874,0.4266689,0.5704014,0.000004498837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002848845,0.009680297,0.004142026,0.008911812,0.0008303383,0.00002305591,0.00002566932,0.00006263769,0.9734753],"genre_scores_gemma":[0.4965194,0.01407252,0.008779764,0.003606864,0.002113172,0.0001601995,0.0001049246,0.0002549664,0.4743882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01139952,"threshold_uncertainty_score":0.04881078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06338280571029317,"score_gpt":0.241508081366328,"score_spread":0.1781252756560348,"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."}}