{"id":"W4393230197","doi":"10.24043/001c.94618","title":"The Bubble Metropolis: Manhattan Island Crises in Contemporary Science Fiction","year":2024,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Municipal Social Science Foundation","keywords":"Dystopia; Symbol (formal); Capitalism; Recession; Variety (cybernetics); History; Sociology; Economy; Political science; Literature; Art; Economics; Law","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":[0.001558422,0.0001500574,0.0003290699,0.0004146758,0.0009289414,0.0005961744,0.0002721529,0.00004522522,0.00003499525],"category_scores_gemma":[0.00007219448,0.0001068512,0.0001005276,0.0006164084,0.0003643241,0.0005676536,0.00007484148,0.0003588268,0.00008441508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000241571,"about_ca_system_score_gemma":0.00009288747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001699611,"about_ca_topic_score_gemma":0.0005257762,"domain_scores_codex":[0.9985806,0.00002286411,0.0006019664,0.0002970555,0.00009733325,0.0004002251],"domain_scores_gemma":[0.9994084,0.0001229245,0.0001734985,0.0001683281,0.00006821039,0.0000586382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001861694,0.0001936082,0.1279393,0.0002033481,0.0007165506,0.0007950797,0.03380526,0.0002558086,0.00007250464,0.2535886,0.5683392,0.01390455],"study_design_scores_gemma":[0.0006212347,0.0001445884,0.01220508,0.000175916,0.000008870048,0.0001551308,0.002728362,0.001066565,0.00004285307,0.01905914,0.9635202,0.0002720319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4496752,0.323241,0.0009810112,0.003693238,0.007315449,0.0002106917,0.00007834818,0.00006038928,0.2147447],"genre_scores_gemma":[0.9761472,0.02011755,0.0000462672,0.000132246,0.0005104504,0.000009253108,6.925497e-7,0.00001584018,0.003020447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.526472,"threshold_uncertainty_score":0.714476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08277222451810537,"score_gpt":0.305939182078907,"score_spread":0.2231669575608016,"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."}}