{"id":"W4416576610","doi":"10.15210/rps.v11i02.27660","title":"MIKE DAVIS E O COTIDIANO URBANO","year":2025,"lang":"","type":"article","venue":"Perspectivas Sociais","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Government (linguistics); Object (grammar); Field (mathematics); Urban planning; Hegemony","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001164638,0.000639345,0.000900565,0.000288223,0.003456475,0.0007159813,0.00111387,0.0008033725,0.006557526],"category_scores_gemma":[0.0007156674,0.0007332607,0.0008281085,0.002807499,0.001899578,0.000634241,0.0003609532,0.0007626332,0.00115716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002318667,"about_ca_system_score_gemma":0.001945952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006504131,"about_ca_topic_score_gemma":0.001323093,"domain_scores_codex":[0.9949414,0.0005563336,0.0007046401,0.001184138,0.001119783,0.00149368],"domain_scores_gemma":[0.9977285,0.0005059745,0.0002763588,0.0005328162,0.0005834064,0.0003730044],"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":[0.00003239723,0.0005679246,0.03547257,0.00008835676,0.001027424,0.00002015726,0.3490511,9.053896e-7,0.0002899944,0.1869082,0.4233912,0.003149877],"study_design_scores_gemma":[0.001113079,0.00007456897,0.02006305,0.0002621775,0.0003697987,5.443735e-7,0.2189028,0.00002936089,0.000943509,0.02522614,0.7318304,0.001184619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06826122,0.02123495,0.0001324218,0.02946619,0.004664054,0.0009593757,0.000030772,0.0003573261,0.8748937],"genre_scores_gemma":[0.690183,0.00356919,0.0002777382,0.0008390766,0.0008164785,0.00004307279,0.000008365049,0.00003936211,0.3042237],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6219218,"threshold_uncertainty_score":0.9996206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397986235922454,"score_gpt":0.3229320386377199,"score_spread":0.3089521762784953,"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."}}