{"id":"W2917411770","doi":"","title":"FLORA RIBEREÑA Y CALIDAD DE AGUA DE USO AGRÍCOLA EN LA CUENCA BAJA DEL RÍO VIRÚ, LA LIBERTAD","year":2015,"lang":"es","type":"dissertation","venue":"Universidad Nacional de Trujillo","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flora (microbiology); Turbidity; Water quality; Forestry; Hydrology (agriculture); Animal science; Environmental science; Mineralogy; Horticulture; Geography; Chemistry; Ecology; Biology; 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":[0.0003260912,0.0002658731,0.0001913848,0.001296915,0.0006615855,0.001015833,0.00027525,0.000216004,0.002749532],"category_scores_gemma":[0.000478828,0.0001154932,0.0001419863,0.001181613,0.0005958973,0.0001998806,0.0004671944,0.0003110681,0.0002760273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002229223,"about_ca_system_score_gemma":0.001054458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04282967,"about_ca_topic_score_gemma":0.09859661,"domain_scores_codex":[0.9998092,0.00002672082,0.00001627387,0.00005300009,0.00004680066,0.00004791631],"domain_scores_gemma":[0.9998364,0.000035994,0.00007187677,0.00001214469,0.00002905203,0.00001441482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008766439,0.0001515891,0.4190602,0.002011167,0.0001150712,0.002700919,0.01677003,0.001106461,0.02292803,0.01405667,0.005103303,0.51512],"study_design_scores_gemma":[0.00003101053,0.000134682,0.8586832,0.0003110644,0.0000682984,0.001352349,0.003503037,0.0003322827,0.000916649,0.0003772864,0.13427,0.00002010552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929589,0.02440341,0.0003239844,0.0005696242,0.00007916722,0.0000373427,0.0009521345,0.000107219,0.04393813],"genre_scores_gemma":[0.9857571,0.005676197,0.001540247,0.00008925416,0.00004847428,0.00002271424,0.0004287686,0.00001217653,0.006425099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04282967,"threshold_uncertainty_score":0.08516073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002536904812806,"score_gpt":0.2408213894954393,"score_spread":0.2307960204473112,"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."}}