{"id":"W4310885656","doi":"10.55449/congea.13.22.xi-018","title":"AS PEQUENAS CIDADES DO VALE DO PARAÍBA EM UM CENÁRIO DE MUDANÇAS CLIMÁTICAS","year":2022,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Gestão Ambiental","topic":"Phytochemistry Medicinal Plant Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography; Environmental science","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":[0.0007442697,0.00037327,0.0004376486,0.002939899,0.001812357,0.002128832,0.0004625564,0.0003748111,0.005692419],"category_scores_gemma":[0.0010008,0.0002371437,0.0003804757,0.007277132,0.0006871416,0.0007340291,0.00102966,0.0004040491,0.0005542968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002350617,"about_ca_system_score_gemma":0.003539635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09106473,"about_ca_topic_score_gemma":0.3199176,"domain_scores_codex":[0.9995845,0.00009364201,0.00002745804,0.0001059463,0.00008943918,0.00009900458],"domain_scores_gemma":[0.9993643,0.0001676211,0.0001610423,0.0000485518,0.000193271,0.00006526869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006152441,0.0001139169,0.7303088,0.00331119,0.0002350654,0.001413932,0.02464758,0.0009802596,0.02022977,0.005264542,0.003351802,0.2095278],"study_design_scores_gemma":[0.00001087625,0.0001173099,0.929378,0.0003842958,0.0001548243,0.0004356469,0.01677193,0.0002137374,0.00201627,0.0007068868,0.04977288,0.0000372638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306481,0.02042661,0.002411454,0.001025373,0.0001208849,0.0001607163,0.005542248,0.0001032848,0.03956119],"genre_scores_gemma":[0.9742644,0.01122105,0.003948316,0.0001745771,0.00003702774,0.00009715808,0.001676485,0.00001872995,0.008562143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09106473,"threshold_uncertainty_score":0.1810693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005367560834934,"score_gpt":0.2727801594947372,"score_spread":0.2527264838863878,"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."}}