{"id":"W2998634700","doi":"10.17271/1980082715420192204","title":"Avaliação de impactos ambientais na microbacia do rio Inhandava","year":2019,"lang":"pt","type":"article","venue":"Periódico Eletrônico Fórum Ambiental da Alta Paulista.","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Environmental science; Geography; Political 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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001909124,0.00151553,0.001358435,0.0003663872,0.001014748,0.001342468,0.001980555,0.0008164149,0.05036142],"category_scores_gemma":[0.00009931172,0.001577832,0.0008842571,0.001396915,0.001102497,0.001364231,0.001691593,0.001522334,0.03413692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789196,"about_ca_system_score_gemma":0.0003858556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005965364,"about_ca_topic_score_gemma":0.0008056715,"domain_scores_codex":[0.9893066,0.001056532,0.001850435,0.002369836,0.002123221,0.003293387],"domain_scores_gemma":[0.9950203,0.000166727,0.0009103043,0.002143927,0.00006776232,0.001690983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008953694,0.00359267,0.4506834,0.0006974996,0.0005053927,0.0003046033,0.02067144,0.000555153,0.4335124,0.0009479722,0.08107573,0.006558412],"study_design_scores_gemma":[0.009673662,0.002942075,0.4519405,0.0008790013,0.0005025025,0.0007636917,0.01150337,0.003484661,0.05741062,0.0003203228,0.4551805,0.00539908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809107,0.0009924877,0.0004416509,0.002010087,0.003336016,0.00192547,0.002362235,0.000274414,0.007746921],"genre_scores_gemma":[0.9620914,0.0003252118,0.0002779414,0.004339539,0.0002557868,0.0000735123,0.0005405093,0.0001992942,0.03189682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3761018,"threshold_uncertainty_score":0.9997594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623630456957119,"score_gpt":0.2775345619102632,"score_spread":0.261298257340692,"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."}}