{"id":"W2788282474","doi":"","title":"Utopia, Limited: Romanticism and Adjustment","year":2017,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Romanticism; Utopia; Keynesian economics; Economics; Art; Literature; Art history","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001225482,0.0001778484,0.0002858647,0.00006819065,0.000889734,0.0002032,0.000214261,0.00003242138,0.004787957],"category_scores_gemma":[0.00002044901,0.0001589731,0.00008121772,0.00001103584,0.0002206836,0.000321199,0.00003210531,0.0001062521,0.0002342384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373055,"about_ca_system_score_gemma":0.00007923067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1520502,"about_ca_topic_score_gemma":0.5648935,"domain_scores_codex":[0.9990543,0.00003718701,0.0002319347,0.0002606495,0.0001143731,0.0003015874],"domain_scores_gemma":[0.9990018,0.00001128843,0.0001234218,0.0004898467,0.0000447975,0.0003288245],"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":[0.000001502638,0.00001443654,0.001472267,0.0005090809,0.00005954684,0.00003564662,0.0007265828,5.3081e-8,0.000001923137,0.8871434,0.01901222,0.09102337],"study_design_scores_gemma":[0.0001660167,0.00004244638,0.0165527,0.001045651,0.00009589657,0.000009453463,0.00004951879,0.00001024353,0.000002585181,0.0003131121,0.9815161,0.000196326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2785035,0.09384471,0.000009306388,0.02585142,0.005387051,0.002697676,0.000465578,0.0001360512,0.5931047],"genre_scores_gemma":[0.1003051,0.1555652,0.0001496712,0.03130585,0.002613362,0.0001470182,0.0002406655,0.00007376356,0.7095994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9625039,"threshold_uncertainty_score":0.9961218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794127359792916,"score_gpt":0.2559803486619045,"score_spread":0.2080390750639753,"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."}}