{"id":"W2077670376","doi":"10.1080/01638530902959570","title":"Readers' Knowledge of Popular Genre","year":2009,"lang":"en","type":"article","venue":"Discourse Processes","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Romance; Theme (computing); Fantasy; Reading (process); Narrative; Plot (graphics); Literature; Feeling; Psychology; Linguistics; Computer science; Art; Social psychology; Philosophy","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":[0.002759405,0.0002118662,0.000393968,0.001925423,0.0004421304,0.002442262,0.000292458,0.0007194199,0.003610981],"category_scores_gemma":[0.03210624,0.0002042565,0.0001993771,0.0007394539,0.0007689573,0.002304809,0.000957081,0.0006058277,0.0003703785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139368,"about_ca_system_score_gemma":0.0001543105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000629878,"about_ca_topic_score_gemma":0.0006746706,"domain_scores_codex":[0.9988946,0.0004124468,0.0001309389,0.0001648165,0.0003226245,0.00007454552],"domain_scores_gemma":[0.960822,0.02677173,0.006844102,0.001626567,0.003214099,0.0007214718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008149281,0.0003114736,0.5641251,0.0009253272,0.0001609171,0.001315718,0.2785916,0.0002056248,0.01392521,0.001735339,0.0009068268,0.136982],"study_design_scores_gemma":[0.00004917133,0.001138879,0.8151663,0.0005634818,0.0001907718,0.002484869,0.1573038,0.001071501,0.005108022,0.002990797,0.01384426,0.0000881435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897981,0.0006861271,0.0003935205,0.0002333372,0.00001835787,0.00001162376,0.00005586947,0.000009752962,0.008793162],"genre_scores_gemma":[0.9985489,0.0003192785,0.0001901282,0.00006321675,0.00003010369,0.000008780798,0.00004066672,0.00000411141,0.0007946318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003610981,"threshold_uncertainty_score":0.01459336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05910304204726047,"score_gpt":0.3386924360607816,"score_spread":0.2795893940135211,"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."}}