{"id":"W2783059020","doi":"10.4000/marges.1353","title":"« Métropole  : experiência paulistana »","year":2017,"lang":"fr","type":"article","venue":"Marges","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Humanities; Art; Political science; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004055977,0.0001763107,0.0002309799,0.00002065973,0.002745613,0.0006094741,0.0007121767,0.0002020353,0.005662591],"category_scores_gemma":[0.0001881488,0.0001849135,0.0001385073,0.00007199054,0.001504703,0.000607678,0.0001806077,0.0001425292,0.001167231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504449,"about_ca_system_score_gemma":0.0001224954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005090042,"about_ca_topic_score_gemma":0.002934915,"domain_scores_codex":[0.9985097,0.000105371,0.0001811962,0.0002711655,0.0003847998,0.00054775],"domain_scores_gemma":[0.999119,0.00004554227,0.0001665254,0.0004164395,0.00006849577,0.0001840299],"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":[0.00001150485,0.0001624408,0.08863808,0.00005428436,0.0001236715,0.00007765606,0.07624521,1.86905e-7,0.0001340315,0.2106608,0.5530012,0.07089101],"study_design_scores_gemma":[0.0001397488,0.00002004965,0.03163431,0.00004498499,0.00001921083,3.513058e-7,0.009260888,0.000009108561,0.0002475846,0.005443413,0.9529176,0.0002627445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2533689,0.02804448,0.0000239131,0.04923407,0.006321013,0.0001692136,0.00001480863,0.0000877448,0.6627358],"genre_scores_gemma":[0.5159584,0.001599481,0.0004531877,0.0001607163,0.0008290009,0.000006574916,0.000002558527,0.00001217856,0.4809779],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3999164,"threshold_uncertainty_score":0.9996105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580846663081975,"score_gpt":0.3676445898169567,"score_spread":0.301836123186137,"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."}}