{"id":"W4220900477","doi":"10.29110/soylemdergi.1051596","title":"Ecocatastrophe in Margaret Atwood’s Oryx and Crake","year":2022,"lang":"en","type":"article","venue":"SÖYLEM Filoloji Dergisi","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dystopia; Theme (computing); Oryx; Consumerism; Environmental ethics; Apocalypticism; Value (mathematics); Lawlessness; Population; History; Aesthetics; Sociology; Philosophy; Literature; Art; Political science; Ecology; Law; Biology; Archaeology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001311648,0.00015478,0.000168318,0.00009191713,0.0004259631,0.0001189496,0.0001629419,0.00002767333,0.01546237],"category_scores_gemma":[0.000009160541,0.0001525982,0.00004222191,0.00004056104,0.0001433419,0.0001876656,0.0002468352,0.0003191001,0.00007663465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000564015,"about_ca_system_score_gemma":0.0000110092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001355979,"about_ca_topic_score_gemma":0.000691337,"domain_scores_codex":[0.9989516,0.00007719499,0.0002101902,0.0002912544,0.0001659919,0.0003037502],"domain_scores_gemma":[0.9996337,0.0000474617,0.00003931809,0.0002069253,0.00000702214,0.00006555112],"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":[0.0001945062,0.0005798519,0.01898347,0.0001429498,0.00006918488,0.0005748837,0.0491388,0.000185851,0.0002786222,0.6945016,0.2277021,0.007648187],"study_design_scores_gemma":[0.0005466617,0.0001722644,0.005800263,0.00001222455,0.000011338,0.00003052393,0.006845327,0.0001059342,0.00002052848,0.003901308,0.9823122,0.0002414466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8700718,0.001414966,0.000001423586,0.002209471,0.0006762077,0.0002254981,0.0008328458,0.00006589937,0.1245018],"genre_scores_gemma":[0.9840664,0.0000373392,0.00007282458,0.001456333,0.000150273,0.00006506065,0.0002303084,0.00002507294,0.01389634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7546101,"threshold_uncertainty_score":0.9854376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007817059229487194,"score_gpt":0.1655381757170214,"score_spread":0.1577211164875342,"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."}}