{"id":"W4404252746","doi":"10.4324/9781003156574-11","title":"Writing Toronto","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003923844,0.0006284743,0.0002327439,0.001066504,0.01285983,0.006164001,0.0005697765,0.0008051674,0.07997165],"category_scores_gemma":[0.001150172,0.0001923674,0.0001409938,0.001802992,0.003267949,0.001414491,0.00213648,0.001287918,0.01036928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01955101,"about_ca_system_score_gemma":0.0146892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3997583,"about_ca_topic_score_gemma":0.7434086,"domain_scores_codex":[0.9995959,0.0000706872,0.000008873151,0.00005840496,0.0001738156,0.0000922591],"domain_scores_gemma":[0.9993842,0.0001124221,0.00005799041,0.00004195797,0.0001930328,0.0002103735],"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":[0.00002541856,0.0000062282,0.0007432625,0.0001833592,0.000004851365,0.0005070307,0.08882269,0.0001817254,0.000642642,0.3259489,0.5224187,0.06051519],"study_design_scores_gemma":[5.625569e-7,0.000001742284,0.0003001638,0.00004188402,0.000001034252,0.00003634379,0.00587877,0.00002021646,0.0000744952,0.0009790586,0.992663,0.000002690389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01184853,0.004376619,0.000944073,0.01092758,0.002065949,0.00002857888,0.0005553217,0.0001416733,0.9691115],"genre_scores_gemma":[0.06226504,0.002839805,0.000558113,0.0006826819,0.0001737405,0.00002255502,0.0001773966,0.0001325473,0.9331481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3997583,"threshold_uncertainty_score":0.7948629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03306552618366316,"score_gpt":0.2369592307518456,"score_spread":0.2038937045681825,"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."}}