{"id":"W7066886123","doi":"","title":"A investigaÃ§Ã£o da questÃ£o urbana e sÃ³cio-ambiental no bairro Passo D'Areia por meio do sistema de informaÃ§Ãµes geogrÃ¡ficas","year":2007,"lang":"en","type":"article","venue":"Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research)","topic":"Yeasts and Rust Fungi Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Thematic map; Urban planning; Urban area; Urban environment; SAINT","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002531605,0.0005181665,0.0004272075,0.002460401,0.0009506036,0.0012396,0.0009427612,0.0004804829,0.00008834462],"category_scores_gemma":[0.003606536,0.0004666002,0.0003963075,0.00297481,0.001087674,0.0002606819,0.0009327786,0.0004842441,0.0002116927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003351221,"about_ca_system_score_gemma":0.0008978088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007986851,"about_ca_topic_score_gemma":0.000254679,"domain_scores_codex":[0.9948375,0.0000719004,0.0007566311,0.0009945711,0.001852003,0.001487453],"domain_scores_gemma":[0.9962982,0.0002208363,0.0002540716,0.0006273589,0.001961658,0.0006378688],"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":[0.002913998,0.00197255,0.009806876,0.0007696103,0.001377804,0.0002209347,0.0007768754,0.0009106225,0.1121312,0.2249596,0.6373293,0.006830693],"study_design_scores_gemma":[0.001371275,0.0008058759,0.003927825,0.00017254,0.00003076912,0.0001268437,0.0005884392,0.0001764933,0.01195424,0.001086166,0.9790286,0.0007309709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7668171,0.005178079,0.006470658,0.007218876,0.002394522,0.00425101,0.00684053,0.0003310528,0.2004982],"genre_scores_gemma":[0.9907817,0.0003845041,0.001580264,0.0002812106,0.001130374,0.0001439055,0.001842661,0.00008547462,0.003769929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3416993,"threshold_uncertainty_score":0.9997972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100755822495565,"score_gpt":0.3443436198717125,"score_spread":0.2933360616467569,"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."}}