{"id":"W1653732655","doi":"","title":"Text, Genre and Multi-Genre","year":2010,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Genre analysis; Literary genre; Key (lock); Realization (probability); Film genre; Linguistics; Computer science; Literature; Art; Philosophy; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00161822,0.000397109,0.0003963709,0.003082348,0.001533012,0.004739946,0.0007191679,0.0009580554,0.009845472],"category_scores_gemma":[0.008498886,0.0001499845,0.0003319685,0.002916764,0.00517666,0.007598764,0.00222847,0.001508807,0.0009541475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078536,"about_ca_system_score_gemma":0.0005112896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003035022,"about_ca_topic_score_gemma":0.0004395948,"domain_scores_codex":[0.9980497,0.001084034,0.0001268273,0.0002077358,0.0004191542,0.0001125728],"domain_scores_gemma":[0.9914134,0.006070322,0.0009468665,0.0005412287,0.0005285754,0.0004997143],"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":[0.00008957359,0.00007797241,0.003363106,0.0009484023,0.00002602262,0.0004590303,0.0139476,0.0004050118,0.001453546,0.8769269,0.0135745,0.08872836],"study_design_scores_gemma":[0.00002977337,0.000172025,0.01397402,0.001555999,0.00004070465,0.001187751,0.02021674,0.002479707,0.001650855,0.4629327,0.4957115,0.00004835318],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1164818,0.03854087,0.04766123,0.01635823,0.004760945,0.0002466912,0.0003948733,0.0001370716,0.7754183],"genre_scores_gemma":[0.9076778,0.01345427,0.01863546,0.002093538,0.005435603,0.0003058698,0.0004240397,0.0001792428,0.05179408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009845472,"threshold_uncertainty_score":0.03293633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042040120861219,"score_gpt":0.3136997398533921,"score_spread":0.2932793386447799,"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."}}