{"id":"W4412901620","doi":"10.1353/mos.2023.a966652","title":"Ecoprecarious (Inter)dependencies in Dystopian Narratives of Pandemics","year":2023,"lang":"en","type":"article","venue":"Mosaic","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dystopia; Narrative; Pandemic; Coronavirus disease 2019 (COVID-19); History; Computer science; Literature; Art; Artificial intelligence; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001612343,0.0001255446,0.0002163269,0.0002208852,0.0001209269,0.00004102912,0.0001296054,0.00005653293,0.0005209944],"category_scores_gemma":[0.00002262468,0.0001121904,0.0000778677,0.0001151089,0.0001591076,0.0001719229,0.00003779829,0.0001340502,0.00009575576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005243123,"about_ca_system_score_gemma":0.00002932458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005350549,"about_ca_topic_score_gemma":0.01457905,"domain_scores_codex":[0.9991046,0.00005878268,0.0002836108,0.0001893494,0.0001484261,0.0002152155],"domain_scores_gemma":[0.9996284,0.00003684774,0.00008182901,0.0001638023,0.00005678995,0.00003238605],"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":[0.00001638869,0.00004176882,0.006941868,0.00004951705,0.00002530623,0.00001358315,0.1502816,0.00004621067,0.0006131032,0.8393275,0.001030575,0.00161263],"study_design_scores_gemma":[0.0007039923,0.0001894369,0.01578307,0.0001295705,0.00001249159,0.000003684289,0.01132634,0.0009004559,0.0007284205,0.01554313,0.9543587,0.0003207134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551466,0.00001963601,0.00002921888,0.0002774708,0.0006744005,0.0001456195,0.00004766422,0.0001093573,0.04354999],"genre_scores_gemma":[0.7139137,0.00002204913,0.00002048381,0.00003442673,0.0001708785,0.00001426175,0.00005248018,0.00001265109,0.285759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9533281,"threshold_uncertainty_score":0.8135454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0396561862863295,"score_gpt":0.2488300743020432,"score_spread":0.2091738880157137,"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."}}