{"id":"W3196343616","doi":"10.18280/ijsdp.160407","title":"Analysis of a High Andean River's Behavior at Loads of Organic Matter Through the Use of Mathematical Models with Experimentally Determined Kinetic Rates","year":2021,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Cuenca; Universidad Católica de Cuenca","keywords":"Organic matter; Aeration; Environmental science; Nitrification; Hydrology (agriculture); Water quality; Degradation (telecommunications); Oxygen; Environmental chemistry; Nitrogen; Chemistry; Ecology; Geology; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003288795,0.0004299849,0.0002687525,0.000328604,0.0002808652,0.0005643513,0.0003177959,0.0004287217,0.0009543479],"category_scores_gemma":[0.0006931426,0.0001737813,0.0005493783,0.0003166566,0.0002647205,0.0003789701,0.0002104913,0.0003576927,0.0001696634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730479,"about_ca_system_score_gemma":0.0006478791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01231899,"about_ca_topic_score_gemma":0.008485079,"domain_scores_codex":[0.9998583,0.00002477668,0.000008569322,0.00004652637,0.00003965401,0.00002210859],"domain_scores_gemma":[0.9997547,0.0001198173,0.00004557243,0.00002309393,0.00004970419,0.000007187888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001195442,0.0002172613,0.02896862,0.0001384578,0.00008382171,0.0001490958,0.0002009929,0.8582767,0.09128027,0.00338586,0.0003934313,0.01678602],"study_design_scores_gemma":[0.000005024729,0.0000628557,0.005601905,0.000002499749,0.00001005993,0.00002147151,0.00002979176,0.9818865,0.01172119,0.0003304859,0.0003184666,0.000009616556],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8965096,0.00007896803,0.0994461,0.00009404419,0.000008565266,0.00003830067,0.0003334483,0.0003869107,0.003103993],"genre_scores_gemma":[0.9897156,0.00004588536,0.008503721,0.000008134421,9.332668e-7,0.00003891329,0.0001324184,0.00001727109,0.00153706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01231899,"threshold_uncertainty_score":0.02449459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03294324769691117,"score_gpt":0.2702014664211302,"score_spread":0.237258218724219,"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."}}