{"id":"W4244621628","doi":"10.33137/incite.2.32821","title":"Imagine","year":2019,"lang":"en","type":"article","venue":"in cite journal","topic":"Utopian, Dystopian, and Speculative Fiction","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Anthropocene; Storm; History; Materialism; Immigration; Hurricane katrina; Sociology; Aesthetics; Environmental ethics; Natural disaster; Meteorology; Art; Geography; Epistemology; Archaeology","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":[0.0001426178,0.00006534016,0.00009759051,0.0001262574,0.00008617032,0.0001617458,0.00007363036,0.00001905021,0.009739002],"category_scores_gemma":[0.00000698211,0.00005256398,0.00005376041,0.0000240554,0.00003374711,0.0002957867,0.000009329134,0.0002242402,0.0004565892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000487422,"about_ca_system_score_gemma":0.00001732551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004964898,"about_ca_topic_score_gemma":0.0002167677,"domain_scores_codex":[0.9994604,0.00002676657,0.0001721149,0.00007506586,0.0001240965,0.0001415318],"domain_scores_gemma":[0.9997588,0.00001686245,0.00005879499,0.00007169881,0.00005768897,0.00003618619],"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":[0.00001358228,0.00003423165,0.02190951,0.000007172928,0.00001102594,0.00002235593,0.006542722,0.00002753129,0.0002329216,0.9681272,0.0008800921,0.002191656],"study_design_scores_gemma":[0.000454323,0.00004682615,0.01969076,0.00003653998,0.000003446141,0.00004266069,0.0001888263,0.0002383455,0.00002159811,0.004505146,0.974685,0.00008649457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7578734,0.00002323626,0.00003321759,0.0004249173,0.001404266,0.0000453355,0.000002139677,0.00001247452,0.240181],"genre_scores_gemma":[0.5441914,0.00002531128,0.00004942393,0.0002143142,0.001151313,7.543227e-7,0.000001616173,0.000007912681,0.454358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.973805,"threshold_uncertainty_score":0.9911662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286776609456772,"score_gpt":0.2049066842621331,"score_spread":0.1920389181675654,"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."}}