{"id":"W4236798713","doi":"10.5325/editwharrevi.37.1.0082","title":"Roundtable Review: Guilty Pleasures","year":2021,"lang":"en","type":"article","venue":"Edith Wharton Review","topic":"Gothic Literature and Media Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scholarship; Conversation; Romance; Pleasure; Sociology; Style (visual arts); Media studies; Reading (process); Art; Literature; Psychology; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002077756,0.0001432676,0.0005801709,0.00002555231,0.000287392,0.0001624677,0.0002986959,0.00008616476,0.005624117],"category_scores_gemma":[0.003415414,0.0001163559,0.0002950869,0.001009038,0.00006001829,0.0005401139,0.0000478164,0.0002387439,0.0004203956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009519154,"about_ca_system_score_gemma":0.0006247758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948919,"about_ca_topic_score_gemma":0.0009296543,"domain_scores_codex":[0.9975394,0.0006280785,0.0003987503,0.0003311742,0.000734833,0.0003677886],"domain_scores_gemma":[0.9984497,0.0001418094,0.0001465597,0.0005243526,0.0004982463,0.000239335],"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":[3.620196e-7,0.00002695625,0.0001097644,0.003234146,0.00003425504,0.00002994857,0.0003047692,2.934912e-8,0.00000961774,0.002106206,0.9804918,0.01365211],"study_design_scores_gemma":[0.00005298882,0.000005736239,0.00002200168,0.01559082,0.0003016157,0.000003989466,0.00008559989,1.659743e-7,0.00003507646,0.0001696181,0.9835899,0.0001424293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009708309,0.8792738,0.00004346955,0.06632993,0.001718931,0.0002874534,0.000005714498,0.00005425735,0.05227676],"genre_scores_gemma":[0.00008750978,0.88885,0.0002689717,0.0385231,0.002117909,0.0000560562,0.00005855585,0.000009719007,0.07002818],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02780682,"threshold_uncertainty_score":0.9952849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741436531531238,"score_gpt":0.3631181767985084,"score_spread":0.325703811483196,"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."}}