{"id":"W7037280319","doi":"","title":"Diagnóstico de la contaminación del Río Ragra por el mal manejo de drenaje ácido proveniente del depósito de relave en Pasco","year":2023,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Water quality; Hydrology (agriculture); Aquatic environment","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":[0.0002698152,0.0003086045,0.0002746329,0.0008655161,0.0002195371,0.0004893435,0.0002983672,0.0004041521,0.0008670961],"category_scores_gemma":[0.0002620491,0.0002185859,0.000254352,0.0004609714,0.0002494241,0.0001337538,0.0002347722,0.0001762134,0.0003834058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737882,"about_ca_system_score_gemma":0.0002018011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004317202,"about_ca_topic_score_gemma":0.008408193,"domain_scores_codex":[0.9997433,0.00002692597,0.00001161402,0.00006307875,0.0001230448,0.00003210527],"domain_scores_gemma":[0.999799,0.00002822462,0.00006892623,0.0000146563,0.000066572,0.00002267994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002866714,0.00008772103,0.1720171,0.0001452048,0.00004484344,0.0002388114,0.000455925,0.0003171826,0.8123206,0.00008901555,0.00005946454,0.01393754],"study_design_scores_gemma":[0.00001121633,0.001253207,0.7052392,0.00003619387,0.0001050989,0.0007237456,0.0008728795,0.002325714,0.2855966,0.00009855992,0.003715732,0.00002176149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961366,0.0002406039,0.001485928,0.00001183031,0.000003460314,0.00002517864,0.000171905,0.0000503475,0.001874112],"genre_scores_gemma":[0.9916314,0.0003882493,0.004489983,0.00001793711,0.000004364051,0.0000270916,0.0001681566,0.00001354373,0.003259253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004317202,"threshold_uncertainty_score":0.008584142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315013946629841,"score_gpt":0.2404052692077987,"score_spread":0.2272551297415003,"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."}}