{"id":"W1988181444","doi":"10.1353/ecf.0.0023","title":"Novel Beginnings: Experiments in Eighteenth-Century English Fiction (review)","year":2008,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Literature: history, themes, analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Literature; Fantasy; Realism; Plot (graphics); Variety (cybernetics); Narrative; History; Trope (literature); Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000359628,0.000653861,0.0007494384,0.0007011855,0.0008937078,0.0001477409,0.0004448407,0.0002417464,0.003997697],"category_scores_gemma":[0.00008319756,0.0006305912,0.0004856918,0.0004075408,0.0003485948,0.001352607,0.0001002456,0.0006662028,0.0002203295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007795964,"about_ca_system_score_gemma":0.00007704199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002883268,"about_ca_topic_score_gemma":0.00005846302,"domain_scores_codex":[0.996062,0.0001808352,0.001109646,0.0009866224,0.0009025086,0.0007583222],"domain_scores_gemma":[0.9979722,0.00006479077,0.0005278713,0.0007831859,0.0004308849,0.0002209876],"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":[0.0001995833,0.002567221,0.00122469,0.0004360378,0.0003709929,0.00006260906,0.06179115,0.0000312327,0.001563532,0.01665375,0.9132246,0.001874587],"study_design_scores_gemma":[0.001419964,0.0001166338,0.0006338634,0.0005979199,0.0001728261,0.00002030423,0.001690081,0.0001641207,0.0002905852,0.000005732308,0.9941987,0.0006892227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09408205,0.6328846,0.0002597311,0.0004020875,0.02363915,0.002448128,0.0003033392,0.001332292,0.2446486],"genre_scores_gemma":[0.691824,0.2963662,0.000322762,0.001476293,0.004602508,0.0003498209,0.001306323,0.000168159,0.003583925],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.597742,"threshold_uncertainty_score":0.9996145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587254296896674,"score_gpt":0.2252208348965634,"score_spread":0.1993482919275966,"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."}}