{"id":"W4232400076","doi":"10.3138/ecf.24.2.157","title":"Formalism and Eighteenth-Century English Fiction","year":2011,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Formalism (music); Literature; Art; History; Linguistics; Philosophy","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":[0.0002049884,0.0003866264,0.0002964597,0.0002999914,0.00104868,0.0002068506,0.0001657425,0.0001451177,0.003247816],"category_scores_gemma":[0.00002663816,0.0003266362,0.0002185104,0.0001192963,0.0003450831,0.001083279,0.0001022688,0.0003255064,0.00005721676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005548638,"about_ca_system_score_gemma":0.00001438597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000290014,"about_ca_topic_score_gemma":0.00009024969,"domain_scores_codex":[0.9980989,0.000087229,0.0004506673,0.0005068719,0.0003326478,0.0005236943],"domain_scores_gemma":[0.9990359,0.00004195538,0.0002120001,0.0003239309,0.0002345092,0.0001517345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004280211,0.00100214,0.003940925,0.0002214885,0.0005621903,0.00003868199,0.3646019,7.055324e-7,0.00009210159,0.4497787,0.1594311,0.019902],"study_design_scores_gemma":[0.0009277447,0.0002703418,0.004433726,0.00007406122,0.000162326,0.000009231846,0.01939878,0.00003037584,0.0003040657,0.0001375717,0.9737577,0.0004941124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2915398,0.04356708,0.00009144428,0.00006295212,0.01118437,0.0007783601,0.0001505524,0.000916882,0.6517085],"genre_scores_gemma":[0.9635069,0.03306286,0.0001262737,0.0002121409,0.002407362,0.00007557475,0.0001320671,0.00004570434,0.0004310604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8143265,"threshold_uncertainty_score":0.9999186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273142450576275,"score_gpt":0.195009776624314,"score_spread":0.1722783521185512,"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."}}