{"id":"W2328755746","doi":"","title":"Brazilian Dystopia: Development and Climate Change Mitigation","year":2014,"lang":"en","type":"article","venue":"Alternate routes","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Dystopia; Climate change; Environmental planning; Environmental science; Computer science; Geology; Artificial intelligence; Oceanography","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":[0.0004109315,0.000105841,0.0001899173,0.00009226842,0.0001044763,0.00006792411,0.000122586,0.00004776987,0.00008979744],"category_scores_gemma":[0.00002335974,0.0001223877,0.00002831801,0.0000351292,0.00003110186,0.0002451532,0.0000604776,0.00005740919,0.0009214066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002996276,"about_ca_system_score_gemma":0.000002716972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001302645,"about_ca_topic_score_gemma":0.00008287014,"domain_scores_codex":[0.9992135,0.00001169366,0.0003017837,0.0002434559,0.000008079434,0.0002215328],"domain_scores_gemma":[0.999572,0.00003851598,0.0001587643,0.0001546556,0.00000594891,0.00007010264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003712645,0.000009040419,0.09432509,0.00002169896,0.00001411523,5.476822e-7,0.0009504064,0.000001303196,0.0000069171,0.8862439,0.00002488807,0.01839842],"study_design_scores_gemma":[0.00118168,0.00008558865,0.2148386,0.00006830182,0.000007688621,0.00001815005,0.00005916804,0.002089612,0.002534202,0.3962466,0.3821798,0.0006905553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660648,0.0004550199,0.0001698503,0.0007179084,0.0003219957,0.00009296401,0.00002861892,0.00003871494,0.03211019],"genre_scores_gemma":[0.9972053,0.0002280978,0.0006616447,0.00097608,0.0003136786,0.00002569619,0.0000143941,0.00001544334,0.0005596622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4899972,"threshold_uncertainty_score":0.9998565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619837694135711,"score_gpt":0.2269032581820051,"score_spread":0.2007048812406479,"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."}}