{"id":"W4405226662","doi":"10.24857/rgsa.v18n12-058","title":"Zoning of Trace Metals Sediments, in the Lagoa do Carro-PE Dam, From TEL/ PEL and ERL/ ERM Parameters","year":2024,"lang":"en","type":"article","venue":"Revista de Gestão Social e Ambiental","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoning; TRACE (psycholinguistics); Geology; Geochemistry; Environmental science; Trace element; Mining engineering; Archaeology; Geography; Political science; Law; Philosophy","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":[0.0001405517,0.0001849116,0.0001179636,0.001457686,0.000288936,0.0005109926,0.0001240902,0.0001982611,0.000644789],"category_scores_gemma":[0.0003857,0.00009543766,0.0001182102,0.001667849,0.000254313,0.000229512,0.0003611551,0.00008817359,0.0001032605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009188014,"about_ca_system_score_gemma":0.0006369693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06246979,"about_ca_topic_score_gemma":0.140546,"domain_scores_codex":[0.9998696,0.000009826734,0.000008617239,0.00003958135,0.00004756076,0.00002482225],"domain_scores_gemma":[0.9998604,0.00001506009,0.00005463025,0.000005954752,0.00005344506,0.00001051558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002275279,0.00002491152,0.9306994,0.0001456172,0.00005217773,0.0005747874,0.001923399,0.001446349,0.03857351,0.0005282802,0.0002606899,0.02554326],"study_design_scores_gemma":[0.000002991841,0.00003204756,0.9919493,0.00001422056,0.00002002057,0.0001811168,0.001191287,0.0008645628,0.003716276,0.00007753709,0.001942448,0.00000815068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977123,0.0001307302,0.0002774384,0.00001877082,0.000001420928,0.000007597793,0.0003011212,0.0000148659,0.001535838],"genre_scores_gemma":[0.9988785,0.00006566747,0.0004747277,0.000005145618,8.768678e-7,0.000008019574,0.0001671049,0.000002250305,0.000397735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06246979,"threshold_uncertainty_score":0.1242123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316144039020326,"score_gpt":0.2922692638610405,"score_spread":0.2691078234708373,"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."}}