{"id":"W3101430146","doi":"","title":"Concentración de plomo en agua y sedimentos en el humedal La Segua, provincia de Manabí","year":2020,"lang":"es","type":"dissertation","venue":"","topic":"Water Resource Management and Quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment; Estuary; Environmental science; Wetland; Sampling (signal processing); Water quality; Hydrology (agriculture); Environmental engineering; Ecology; Biology; Physics; 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":[0.0001342901,0.0003069598,0.000118342,0.0009450463,0.0002699994,0.0004013247,0.0001095459,0.000145651,0.0006960024],"category_scores_gemma":[0.0001816433,0.00008097297,0.0001453098,0.0006100112,0.0002199976,0.0000886441,0.0001378316,0.0001026103,0.0001475384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657375,"about_ca_system_score_gemma":0.0002578706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.042526,"about_ca_topic_score_gemma":0.07023032,"domain_scores_codex":[0.9999394,0.00001111714,0.000002674188,0.00001787033,0.00001555221,0.00001346191],"domain_scores_gemma":[0.9999309,0.00001005597,0.0000219619,0.000003451141,0.0000237662,0.00001002057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004344973,0.0001099284,0.8840587,0.0002011992,0.0001008362,0.0005066083,0.003074137,0.0005280941,0.05212201,0.0001721864,0.0003214344,0.05837035],"study_design_scores_gemma":[0.000003529522,0.0001176809,0.9936005,0.000007861948,0.00002536022,0.00007631017,0.0005343534,0.0001245194,0.002940113,0.00002181951,0.0025457,0.000002434447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981604,0.0002735206,0.000118159,0.000008645341,0.000004055956,0.000004009215,0.0002025453,0.000008706843,0.001220007],"genre_scores_gemma":[0.9956598,0.0004677855,0.0005299386,0.00001282216,0.00001008822,0.00001343111,0.0003405389,0.000003799448,0.002961875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.042526,"threshold_uncertainty_score":0.08455694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007261832183132796,"score_gpt":0.2725310360340699,"score_spread":0.2652692038509371,"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."}}