{"id":"W4404498325","doi":"10.1080/0020174x.2024.2429587","title":"Genres as rules","year":2024,"lang":"en","type":"article","venue":"Inquiry","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Japan Society for the Promotion of Science","keywords":"Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008130063,0.0005711162,0.0008191952,0.004110669,0.0054621,0.02052102,0.001283826,0.001931275,0.005460328],"category_scores_gemma":[0.0177425,0.0004297077,0.0007664684,0.002986584,0.04554523,0.0196226,0.005476458,0.003799639,0.001447466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003781629,"about_ca_system_score_gemma":0.002162442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004932162,"about_ca_topic_score_gemma":0.002954933,"domain_scores_codex":[0.9858037,0.008039447,0.0007185466,0.001788233,0.002771653,0.0008784959],"domain_scores_gemma":[0.9862461,0.006735196,0.001150521,0.003383109,0.001388601,0.001096435],"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":[0.000007386709,0.000005081281,0.0004522056,0.00002416425,0.000003941081,0.00002859288,0.008806165,0.00009004218,0.00006790495,0.9818131,0.001411211,0.007290327],"study_design_scores_gemma":[0.000009259087,0.00001365315,0.0008339555,0.0001404016,0.00000766908,0.00009678806,0.007343712,0.0003357534,0.0001036952,0.859104,0.1319962,0.00001479677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05506834,0.01026564,0.05909085,0.02298341,0.00192124,0.0001362653,0.0002451813,0.0001869879,0.8501021],"genre_scores_gemma":[0.9372731,0.004131715,0.02048325,0.002448978,0.001452801,0.0002801552,0.0002829615,0.0002464134,0.03340046],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02052102,"threshold_uncertainty_score":0.04299635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291520683486739,"score_gpt":0.3435058538392957,"score_spread":0.2143537854906218,"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."}}