{"id":"W3116938371","doi":"10.36524/ric.v6i3.869","title":"ANÁLISE AMBIENTAL E HIDROLÓGICA NA BACIA HIDROGRÁFICA DO RIBEIRÃO SÃO LUÍS, MG","year":2020,"lang":"pt","type":"article","venue":"Revista Ifes Ciência","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Environmental science; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003600269,0.001099121,0.001118674,0.00008992783,0.001130172,0.0004161494,0.001243015,0.0003706881,0.02249061],"category_scores_gemma":[0.0001105598,0.001083374,0.0008780431,0.001279046,0.001157803,0.0005769216,0.001713385,0.000791811,0.01258596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004312601,"about_ca_system_score_gemma":0.00002422819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001513738,"about_ca_topic_score_gemma":0.0000352411,"domain_scores_codex":[0.9937226,0.0003129601,0.001100398,0.001916078,0.001397169,0.00155084],"domain_scores_gemma":[0.9973236,0.0001043827,0.0004704972,0.0008955916,0.0000147514,0.001191117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004741527,0.001499922,0.8391464,0.0007255696,0.0006261378,0.0006400904,0.009044359,0.000262483,0.009946327,0.0005253071,0.07670597,0.06040326],"study_design_scores_gemma":[0.001497197,0.0008676292,0.5610782,0.0002606307,0.0004424851,0.00004854146,0.003046651,0.0007404765,0.0004383148,0.00007176526,0.4296593,0.001848819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9511527,0.02247491,0.0001563266,0.003975717,0.0006723438,0.001684786,0.0008576063,0.0003525281,0.01867303],"genre_scores_gemma":[0.9916247,0.004369065,0.0002557353,0.002072429,0.0004045361,0.00006259689,0.0000950566,0.0001099735,0.001005902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3529533,"threshold_uncertainty_score":0.9991617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697420936781401,"score_gpt":0.2147586355620187,"score_spread":0.1977844261942046,"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."}}