{"id":"W2911643506","doi":"10.1017/9781787443297.021","title":"‘And who can turn away?’ Witnessing a Shared Dystopia","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dystopia; Turn (biochemistry); Computer science; Artificial intelligence; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007520273,0.001139973,0.0009678823,0.001110468,0.03369228,0.01165039,0.002421256,0.009225051,0.01351249],"category_scores_gemma":[0.02311398,0.0009555572,0.001054605,0.0006851299,0.04010547,0.01727952,0.02371554,0.03338258,0.002725602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006283581,"about_ca_system_score_gemma":0.004374041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01363268,"about_ca_topic_score_gemma":0.0239083,"domain_scores_codex":[0.9868705,0.008262743,0.0002315871,0.001033918,0.001274509,0.002326643],"domain_scores_gemma":[0.9913947,0.002887026,0.0008257371,0.0007825195,0.001007494,0.003102518],"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":[0.00003820471,0.00002734292,0.0008931199,0.00006521439,0.00002534079,0.005652265,0.7936029,0.00007035324,0.0004584528,0.05118754,0.1416074,0.006371793],"study_design_scores_gemma":[0.00001423969,0.00002662635,0.000432728,0.0003003833,0.0000092209,0.004012136,0.5617083,0.0001447772,0.0001656164,0.01734756,0.4157772,0.00006125693],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1255685,0.009782786,0.009210085,0.6067861,0.01743568,0.000142769,0.0002422179,0.0003693999,0.2304624],"genre_scores_gemma":[0.8135157,0.002576652,0.001835594,0.1128078,0.001757332,0.0001404965,0.00009490763,0.0006399698,0.06663165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03369228,"threshold_uncertainty_score":0.04559076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03940719820480761,"score_gpt":0.2163698691882937,"score_spread":0.1769626709834861,"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."}}