{"id":"W2752658422","doi":"10.11606/d.85.2017.tde-06092017-093701","title":"Avaliação da concentração de metais e elementos terras raras em amostras de sedimentos dos reservatórios dos sistemas Billings e Guarapiranga","year":2017,"lang":"pt","type":"dissertation","venue":"","topic":"Heavy metals in environment","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Physics; Environmental chemistry; Chemistry","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":[0.0002189115,0.0003922339,0.0003138647,0.0009044278,0.0005629685,0.0006700155,0.0002628461,0.0003121881,0.0007263407],"category_scores_gemma":[0.0002378583,0.0003506983,0.0002948984,0.0009685806,0.0004910394,0.0003090497,0.0003637005,0.0002160643,0.0001680405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006088231,"about_ca_system_score_gemma":0.0004365354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02996734,"about_ca_topic_score_gemma":0.07210967,"domain_scores_codex":[0.9998641,0.00001324409,0.000007380987,0.00005563197,0.00003593354,0.00002373445],"domain_scores_gemma":[0.9997845,0.00003497351,0.00006697285,0.00001258567,0.00007745675,0.0000234918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003401725,0.00004323621,0.6899027,0.0001653082,0.0000967622,0.0002822187,0.002689213,0.000546591,0.296143,0.0001480396,0.00006817986,0.009574573],"study_design_scores_gemma":[0.000004072403,0.0002774342,0.9756811,0.00001731946,0.00004507312,0.0001429679,0.001501876,0.0006827111,0.02024526,0.00005486044,0.001339368,0.000007972611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991736,0.00008677451,0.0001672139,0.00000623831,0.000001000684,0.000006324619,0.0001279844,0.000005738008,0.0004252231],"genre_scores_gemma":[0.9979216,0.0001765987,0.0006035942,0.000008095742,0.000001492942,0.00001644139,0.0001825416,0.000005780207,0.00108384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02996734,"threshold_uncertainty_score":0.05958581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04072594397522303,"score_gpt":0.3144213534943633,"score_spread":0.2736954095191403,"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."}}