{"id":"W4389331630","doi":"10.21168/rega.v20e23","title":"Situação de corpos hídricos em bacias hidrográficas do Rio Grande do Sul sob a perspectiva do Índice de Conformidade ao Enquadramento (ICE)","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão de Água da América Latina","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007560328,0.0003704316,0.0004073832,0.00177648,0.0009687716,0.001716906,0.0005578168,0.0004431675,0.001560909],"category_scores_gemma":[0.001584288,0.0003247196,0.0003628774,0.002892199,0.00135482,0.0006260676,0.001071944,0.0002978804,0.0002674321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002390668,"about_ca_system_score_gemma":0.001947219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2567762,"about_ca_topic_score_gemma":0.4150896,"domain_scores_codex":[0.9990714,0.000107607,0.00005552794,0.0002183958,0.0003929472,0.0001542212],"domain_scores_gemma":[0.9986302,0.0001542999,0.0004009813,0.0000711328,0.0006579666,0.00008553808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002059358,0.00002487289,0.9324486,0.0003921046,0.0001044892,0.000567545,0.01375089,0.0003624969,0.03122569,0.0006714622,0.0004295223,0.01981645],"study_design_scores_gemma":[0.000002475034,0.0001023721,0.9796606,0.00005216471,0.00005046208,0.0001474355,0.01258314,0.0001772579,0.002636513,0.00009428115,0.004476313,0.00001693356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911721,0.0007689714,0.0005665899,0.0001407482,0.000008600432,0.00004670165,0.0007819638,0.00001987474,0.006494391],"genre_scores_gemma":[0.9964057,0.0005205717,0.001054593,0.00004014352,0.000004550681,0.00002492366,0.0004079547,0.000005016062,0.001536604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2567762,"threshold_uncertainty_score":0.5105633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883015662605308,"score_gpt":0.2574264214169698,"score_spread":0.2385962647909167,"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."}}