{"id":"W2101023880","doi":"","title":"EVALUACIÓN ESPACIO-TEMPORAL DE LA CALIDAD DEL AGUA DEL RÍO SAN PEDRO EN EL ESTADO DE AGUASCALIENTES, MÉXICO","year":2011,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquatic environment; Humanities; Environmental science; Art; Biology; Ecology","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":[0.0002689179,0.000291509,0.0002528753,0.000884966,0.0004271049,0.0007639453,0.0002899112,0.0002700906,0.0005770362],"category_scores_gemma":[0.0003961207,0.0002257827,0.0002022765,0.001237585,0.0003430994,0.0002553673,0.0003463959,0.000253627,0.00007929705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001671736,"about_ca_system_score_gemma":0.0008997095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1921101,"about_ca_topic_score_gemma":0.4066685,"domain_scores_codex":[0.9997894,0.00001368273,0.0000085179,0.00007842902,0.00006985487,0.00004020205],"domain_scores_gemma":[0.9996608,0.0000391699,0.0001475414,0.00001342459,0.0001213393,0.0000176804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466879,0.00003913533,0.9681398,0.0001481605,0.00008286981,0.0001415341,0.0008958991,0.0006077407,0.01485137,0.00007894201,0.0002561986,0.01461159],"study_design_scores_gemma":[0.000001170735,0.00002752448,0.9978606,0.000007323748,0.00002098434,0.00001567323,0.0004055353,0.0001743574,0.0005392996,0.000006457517,0.0009390504,0.000002008905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968755,0.0002961516,0.0004917126,0.00003501562,0.000004925485,0.00001657439,0.000791142,0.0000190521,0.001469952],"genre_scores_gemma":[0.9950945,0.0005823415,0.001355596,0.00002099237,0.000005548216,0.00004051255,0.0008669808,0.000006959068,0.002026616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1921101,"threshold_uncertainty_score":0.3819838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02939930511991529,"score_gpt":0.2886089226969552,"score_spread":0.2592096175770399,"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."}}