{"id":"W1990554015","doi":"10.1353/esc.2014.0028","title":"Blast, Corrupt, Dismantle, Erase: Contemporary North American Dystopian Literature ed. by Brett Josef Grubisic, Gisèle M. Baxter, Tara Lee (review)","year":2014,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dystopia; Utopia; History; Wonder; Art history; Literature; Media studies; Art; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002151214,0.0004697358,0.0008644007,0.00009758571,0.0004591301,0.00009385823,0.0003287398,0.0000393023,0.0002930332],"category_scores_gemma":[0.0002443639,0.0004051835,0.0001236393,0.0002140978,0.0005080791,0.0003317151,0.0001045092,0.0004996048,0.000009588005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005744537,"about_ca_system_score_gemma":0.0002446235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4106639,"about_ca_topic_score_gemma":0.9605451,"domain_scores_codex":[0.9975283,0.0002400284,0.0006404715,0.000577894,0.0004717275,0.0005415943],"domain_scores_gemma":[0.9984378,0.0002364388,0.0002970471,0.0004683407,0.0003951681,0.0001651845],"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":[0.00002658085,0.00007306455,0.01397888,0.0005609457,0.000194727,0.00008751985,0.01358819,0.00001172932,0.000001799011,0.03028639,0.9363579,0.004832317],"study_design_scores_gemma":[0.0005189639,0.0001264008,0.00549217,0.0006416677,0.00003350453,0.000002692735,0.001839783,0.00004339878,0.000007522829,0.0000232948,0.9907769,0.0004936903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7773708,0.06878747,0.00004489613,0.002420434,0.01449633,0.001649133,0.002107409,0.0002895179,0.132834],"genre_scores_gemma":[0.8852822,0.0165189,0.00004071944,0.00624589,0.003396109,0.0001527771,0.0005708986,0.0000788615,0.08771367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5498812,"threshold_uncertainty_score":0.99984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916715695305622,"score_gpt":0.2313002467894297,"score_spread":0.2121330898363735,"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."}}