{"id":"W2156454146","doi":"10.7202/1015488ar","title":"Dialogue, Selection, Subversion: Three Approaches to Teaching Women Writers","year":2013,"lang":"en","type":"article","venue":"Lumen Selected Proceedings from the Canadian Society for Eighteenth-Century Studies","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subversion; Selection (genetic algorithm); Sociology; Literature; Art; Computer science; Political science; Artificial intelligence; Law; Politics","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":[0.01714978,0.001104183,0.0009473707,0.002259759,0.01765377,0.02114215,0.003135554,0.004218337,0.006842491],"category_scores_gemma":[0.02501676,0.0008188697,0.0007288122,0.001811881,0.03189208,0.009827749,0.01548981,0.007917046,0.001418598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007888177,"about_ca_system_score_gemma":0.01467808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003633702,"about_ca_topic_score_gemma":0.01052314,"domain_scores_codex":[0.9668872,0.02704646,0.0005088744,0.001213313,0.002929828,0.001414321],"domain_scores_gemma":[0.9672993,0.02483198,0.001065193,0.001893517,0.001516661,0.003393244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001476309,0.0002216663,0.001049948,0.0002316397,0.000006791526,0.0001839198,0.7616578,0.0001117857,0.001324263,0.1540174,0.004695962,0.07635117],"study_design_scores_gemma":[0.0001635938,0.0003572539,0.00244593,0.0007060705,0.00005544379,0.000558881,0.6048097,0.001171987,0.003843451,0.1399171,0.2458859,0.00008469371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2654544,0.003178115,0.1168068,0.02855157,0.001381007,0.0009988439,0.00006212752,0.0007649832,0.5828021],"genre_scores_gemma":[0.8818159,0.001090214,0.03609751,0.002464989,0.0002664029,0.001249605,0.00005462811,0.0004606437,0.07650007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02114215,"threshold_uncertainty_score":0.09069777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08610706590791943,"score_gpt":0.2227109053058471,"score_spread":0.1366038393979276,"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."}}