{"id":"W7119306784","doi":"","title":"title.alternative","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aquatic ecosystem; Hydrography; Salinity; Water quality; Sediment; Deposition (geology); Organic matter; Groundwater; Hydrology (agriculture)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001067366,0.0009044955,0.0007876111,0.001783265,0.002964179,0.00810005,0.002463963,0.003514735,0.8833265],"category_scores_gemma":[0.004356262,0.0004359315,0.0008458654,0.001792057,0.0009007213,0.005270291,0.004192912,0.002301238,0.7528704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900652,"about_ca_system_score_gemma":0.002606588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203544,"about_ca_topic_score_gemma":0.003228649,"domain_scores_codex":[0.998462,0.0001890527,0.00009414811,0.0004132069,0.0005817057,0.0002600075],"domain_scores_gemma":[0.9977919,0.0002210563,0.0001376964,0.0004777234,0.0007703718,0.0006011408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001220837,0.0001220404,0.0005565365,0.0003705594,0.00001112904,0.0003274154,0.0001666152,0.0002033001,0.0005594292,0.03698495,0.7394562,0.2211197],"study_design_scores_gemma":[0.000009237867,0.000014441,0.0001877082,0.00007492716,0.000002340028,0.0001113511,0.00006646052,0.00007115527,0.00009910714,0.002422856,0.9969347,0.000005887882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008739536,0.0008238057,0.002204823,0.003984748,0.005501393,0.0002375001,0.003094118,0.001252044,0.9820276],"genre_scores_gemma":[0.006727732,0.0007803479,0.001300001,0.001930941,0.001002095,0.0001126718,0.00211381,0.0005904559,0.985442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1166735,"threshold_uncertainty_score":0.1664206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212832144115462,"score_gpt":0.262381478622884,"score_spread":0.2410982642113378,"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."}}