{"id":"W2224262792","doi":"","title":"Imaginaries and Realities, Utopia and Dystopia","year":2012,"lang":"en","type":"article","venue":"Alternate routes","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Dystopia; Utopia; Aesthetics; Sociology; Philosophy; Environmental ethics; Art history; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001121653,0.0001557579,0.0001633669,0.00006243188,0.000310495,0.0002371703,0.00006094991,0.00003120492,0.0003366081],"category_scores_gemma":[0.00001340644,0.0001305657,0.00002909418,0.00001386763,0.0003006785,0.0006685925,0.00005581812,0.00008925448,0.00002804211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002099436,"about_ca_system_score_gemma":0.000007085544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793261,"about_ca_topic_score_gemma":0.0004169582,"domain_scores_codex":[0.9992436,0.00003623748,0.0001579344,0.0001707188,0.0001082885,0.0002832047],"domain_scores_gemma":[0.9996166,0.0000471793,0.00005933069,0.0001322934,0.00004310203,0.0001014979],"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":[0.000007489936,0.00001746028,0.03352418,0.00002945079,0.00002856212,0.000002268179,0.01564592,8.547795e-8,0.00005918422,0.9478397,0.0001420382,0.002703681],"study_design_scores_gemma":[0.0002804766,0.00004637697,0.03502958,0.00002655865,0.00003147954,0.00002715822,0.0004287447,0.00004524298,0.0001792618,0.008636559,0.9550567,0.000211919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160113,0.0005525062,0.00003573914,0.0005122515,0.0007871413,0.0001013763,0.0000302842,0.00008750103,0.08188193],"genre_scores_gemma":[0.68464,0.000310919,0.00009513663,0.0001994714,0.001059907,0.000008512948,0.0000154511,0.00001476757,0.3136558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9549146,"threshold_uncertainty_score":0.5324316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02500070016650037,"score_gpt":0.2330431800880503,"score_spread":0.2080424799215499,"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."}}