{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008546828,0.0006909402,0.0006786669,0.00007838447,0.001915386,0.0004877064,0.001690621,0.00035539,0.008672736],"category_scores_gemma":[0.0002852741,0.0004641908,0.0003914468,0.001078599,0.0005837283,0.0002631717,0.0008806529,0.001270872,0.0006191732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006547312,"about_ca_system_score_gemma":0.0002365539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001149074,"about_ca_topic_score_gemma":0.0004908986,"domain_scores_codex":[0.9945545,0.000475818,0.0007787737,0.001357016,0.00114966,0.001684298],"domain_scores_gemma":[0.9972276,0.0006931814,0.0005011704,0.0004862089,0.0001319282,0.0009598778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004630698,0.001791279,0.5195233,0.0001091651,0.0002649594,0.001331698,0.003164552,0.00009344301,0.3743547,0.001258385,0.08523507,0.01241038],"study_design_scores_gemma":[0.001698261,0.00212192,0.8280468,0.000285336,0.0004514456,0.003075721,0.03917338,0.0006127729,0.03708869,0.001785335,0.08352578,0.002134563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868029,0.002849835,0.000004097369,0.002672072,0.0005673971,0.0008182029,0.001314283,0.000204563,0.004766658],"genre_scores_gemma":[0.9909728,0.0003557403,0.00005418236,0.001578957,0.0008157848,0.0004033809,0.000683474,0.00001955175,0.00511611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.337266,"threshold_uncertainty_score":0.999781,"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."}}