{"id":"W1494278540","doi":"10.7202/045229ar","title":"Les différentes facettes de l’environnement urbain au Brésil","year":2010,"lang":"fr","type":"article","venue":"Environnement urbain","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001903754,0.00102596,0.0005818622,0.0001432875,0.001602769,0.000199536,0.001142465,0.0006874672,0.08170736],"category_scores_gemma":[0.0002682534,0.001142642,0.0004131015,0.0003371791,0.003300166,0.0007211214,0.0009768406,0.001496683,0.005342741],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004779821,"about_ca_system_score_gemma":0.0001232749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01626737,"about_ca_topic_score_gemma":0.006680383,"domain_scores_codex":[0.9932107,0.0005872261,0.001043897,0.001610277,0.001133288,0.002414668],"domain_scores_gemma":[0.9967328,0.0003418468,0.0004125866,0.001507574,0.000008973163,0.0009962401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000634867,0.005571564,0.7171857,0.0002838179,0.0001626136,0.00005063883,0.007611183,0.003310869,0.07680988,0.04335153,0.01713611,0.1284626],"study_design_scores_gemma":[0.0009946268,0.0003353455,0.3942031,0.00006718591,0.0001711501,0.00002639202,0.002887151,0.001084082,0.006051247,0.002824119,0.5902999,0.0010557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9406554,0.003613521,0.002169198,0.02990777,0.002365964,0.001513626,0.0001376757,0.0001245288,0.0195123],"genre_scores_gemma":[0.9397965,0.000486553,0.005629009,0.001233416,0.001017995,0.0003258077,0.000145801,0.0001326325,0.05123225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5731638,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008213552834246227,"score_gpt":0.2364768559459494,"score_spread":0.2282633031117032,"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."}}