{"id":"W4387862968","doi":"10.55449/congea.14.23.v-014","title":"EVOLUÇÃO DA QUALIDADE DO DIAGNÓSTICO AMBIENTAL NOS ESTUDOS DE IMPACTO AMBIENTAL – EIAs","year":2023,"lang":"pt","type":"article","venue":"Anais Congresso Brasileiro de Gestão Ambiental","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"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":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001499604,0.00203968,0.001598541,0.0006944994,0.002475976,0.0009736551,0.002175657,0.0009395971,0.006175801],"category_scores_gemma":[0.0003562158,0.002214033,0.001200896,0.002882147,0.003543497,0.001373251,0.003316707,0.001539655,0.01274084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430807,"about_ca_system_score_gemma":0.0001303395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01004643,"about_ca_topic_score_gemma":0.002220602,"domain_scores_codex":[0.9871243,0.0008443345,0.001664122,0.002913265,0.002568195,0.004885778],"domain_scores_gemma":[0.9946889,0.0006509434,0.0007757094,0.001690521,0.00003824465,0.00215572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003038541,0.00174268,0.9281709,0.0001425841,0.000545056,0.001418135,0.00813192,0.0007938039,0.02024629,0.00006460053,0.03232834,0.006111884],"study_design_scores_gemma":[0.002929441,0.001203635,0.9652977,0.00035864,0.000490508,0.0004167293,0.01700789,0.001556904,0.005816137,0.0001464287,0.002408947,0.002367073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882782,0.001815508,0.00005526663,0.0006895625,0.002537608,0.001757337,0.001863389,0.0006901446,0.002312976],"genre_scores_gemma":[0.9922357,0.00216222,0.0001630989,0.001166581,0.0004445526,0.0003679153,0.0004790706,0.0003172793,0.002663612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03712682,"threshold_uncertainty_score":0.9992346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0236931288203666,"score_gpt":0.28031540849442,"score_spread":0.2566222796740534,"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."}}