{"id":"W3007882868","doi":"10.3138/ecf.32.2.341","title":"<i>Reflections</i>","year":2019,"lang":"en","type":"article","venue":"Eighteenth-Century Fiction","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stylometry; Authorship attribution; Perspective (graphical); Attribution; Writing style; Style (visual arts); Sample (material); Corpus linguistics; Literature; Computer science; Linguistics; Psychology; Artificial intelligence; Art; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007492997,0.0005042746,0.0003008911,0.001689345,0.003565903,0.01046078,0.001681668,0.003610434,0.01625443],"category_scores_gemma":[0.04321544,0.0002235391,0.0004922661,0.001761944,0.009353999,0.01008657,0.003101171,0.008933276,0.00821836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004741888,"about_ca_system_score_gemma":0.002860034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008290665,"about_ca_topic_score_gemma":0.009436294,"domain_scores_codex":[0.9936546,0.003201743,0.0002738449,0.0007618485,0.001676392,0.0004316559],"domain_scores_gemma":[0.9718873,0.01736354,0.001401348,0.001974004,0.005905591,0.001468275],"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":[0.00006120275,0.00004526204,0.001770972,0.0001707728,0.00001595558,0.0001696911,0.01057139,0.0001868703,0.0003500157,0.1984314,0.7596335,0.0285929],"study_design_scores_gemma":[0.000004210895,0.00001422914,0.001071835,0.0004015762,0.000004129473,0.0001815324,0.009261935,0.0001636263,0.0004932035,0.03890445,0.9494728,0.00002637259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004590047,0.006177667,0.00482419,0.8566567,0.03338197,0.00004373108,0.0004857614,0.0001185391,0.09372133],"genre_scores_gemma":[0.2260667,0.02574143,0.0118963,0.4604184,0.08741803,0.0005137829,0.0008987878,0.0007386644,0.186308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01625443,"threshold_uncertainty_score":0.05437648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01909866580254535,"score_gpt":0.2822660144777429,"score_spread":0.2631673486751976,"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."}}