{"id":"W4289551390","doi":"10.34188/bjaerv5n3-014","title":"Índice Canadiense de calidad del agua CCME-WQI, en la zona de incidencia hidrográfica del Río Dulce, Izabal, Guatemala / Canadian water quality index CCME-WQI in the hydrographic incidence zone of the Río Dulce, Izabal, Guatemala","year":2022,"lang":"es","type":"article","venue":"Brazilian Journal of Animal and Environmental Research","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","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":[0.0003103098,0.0003795559,0.0002300163,0.001646664,0.0004329071,0.0006835802,0.000335006,0.000177551,0.002243099],"category_scores_gemma":[0.0007920404,0.0001257112,0.0003000191,0.004216447,0.0004204309,0.0002160458,0.0005770161,0.0002827389,0.0001690293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00336676,"about_ca_system_score_gemma":0.002410347,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7290418,"about_ca_topic_score_gemma":0.8546742,"domain_scores_codex":[0.9996794,0.00004738078,0.00001422981,0.00007613613,0.00009960231,0.0000832707],"domain_scores_gemma":[0.9996737,0.00002847222,0.0001173435,0.00001470547,0.0001297907,0.00003595281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002296386,0.00002367996,0.9714205,0.0002390481,0.0001567215,0.0001096062,0.001478509,0.0004128973,0.003264457,0.0005697379,0.002218797,0.01987647],"study_design_scores_gemma":[0.000001950443,0.00001125646,0.9952406,0.00001890349,0.00002928288,0.00003143668,0.0006517728,0.000161355,0.0002336052,0.00004008186,0.003574945,0.000004874814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731936,0.002771343,0.0007241736,0.0003321778,0.00002669578,0.00008329152,0.01310551,0.00007099802,0.009692232],"genre_scores_gemma":[0.9928235,0.00079003,0.0008851318,0.0000507369,0.000006292532,0.00005508898,0.002994001,0.000009880358,0.002385268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2709582,"threshold_uncertainty_score":0.545108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609572051146525,"score_gpt":0.2885368361154756,"score_spread":0.2724411156040104,"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."}}