{"id":"W2242279201","doi":"10.26848/rbgf.v4i2.232724","title":"Mudanças Climáticas em Campina Grande-PB – Um Estudo sobre o Aquecimento Urbano (Climate Change in Campina Grande-PB – A Study on Urban Heat)","year":2011,"lang":"pt","type":"article","venue":"Revista Brasileira de Geografia Física","topic":"Environmental and biological studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Environmental science; Geography; Cartography; Forestry; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002076064,0.0002014554,0.0001682506,0.0005211718,0.0008674027,0.0008809986,0.0003737844,0.0002650066,0.001935097],"category_scores_gemma":[0.0003149774,0.0001641757,0.0001976592,0.001250728,0.0006221833,0.0003499441,0.0007581064,0.0002724763,0.0001794593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287665,"about_ca_system_score_gemma":0.001111945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1349871,"about_ca_topic_score_gemma":0.2295307,"domain_scores_codex":[0.9998717,0.00002371897,0.00000435037,0.00003778689,0.00003232737,0.00003019867],"domain_scores_gemma":[0.9998109,0.0000358871,0.00004020184,0.00002078218,0.00006194322,0.00003037739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004081696,0.000187589,0.8797211,0.0005345814,0.0001141734,0.002444563,0.03003847,0.001676861,0.02613539,0.002860544,0.003622476,0.05225598],"study_design_scores_gemma":[0.000004568255,0.00006578265,0.974702,0.00004321993,0.00001840628,0.0002369728,0.009828568,0.0001995784,0.0008704452,0.0003010702,0.01371806,0.00001131631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910092,0.0004331511,0.0001903156,0.0001782077,0.00001359541,0.00002661908,0.0004831958,0.0000104274,0.007655186],"genre_scores_gemma":[0.9973827,0.000372363,0.0002998362,0.0000388667,0.00001139356,0.00003357668,0.0003172872,0.000004938336,0.001539042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1349871,"threshold_uncertainty_score":0.2684028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899715551777223,"score_gpt":0.2713626088766997,"score_spread":0.2223654533589275,"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."}}