{"id":"W1497569469","doi":"","title":"AVALIAÇÃO DE SISTEMA DE REMEDIAÇÃO DO TIPO “PUMP AND TREAT” COM O USO DE MGO (MODULAR GROUNDWATER OPTIMIZER) – APLICAÇÃO NO CASO DO ATERRO VOLTA GRANDE EM VOLTA REDONDA – RJ","year":2009,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003023187,0.0004837453,0.0005095435,0.0002392759,0.0002268017,0.0005538865,0.0004607203,0.0005425176,0.001956603],"category_scores_gemma":[0.0005080323,0.0002561507,0.00060234,0.000238209,0.0001950921,0.0004332367,0.0002878455,0.0003604697,0.0002090315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005699244,"about_ca_system_score_gemma":0.0004271731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007191254,"about_ca_topic_score_gemma":0.006446911,"domain_scores_codex":[0.9998633,0.0000197311,0.000006514015,0.00003707684,0.00005012977,0.00002315002],"domain_scores_gemma":[0.999843,0.00005900789,0.00002443707,0.00001913839,0.00004116846,0.00001330247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008251661,0.0002197875,0.01241776,0.000289532,0.0001018523,0.0001654956,0.0001464474,0.6024157,0.3351564,0.0008498512,0.0006142505,0.0467978],"study_design_scores_gemma":[0.00005292986,0.0009386475,0.009582884,0.000009197479,0.00006471497,0.00004174023,0.0000777165,0.8705264,0.1167669,0.000351718,0.001561196,0.00002574385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645187,0.0001525728,0.0324777,0.0001054256,0.00002016395,0.0000476988,0.0001916347,0.0007208182,0.001765228],"genre_scores_gemma":[0.9926069,0.00006361637,0.006192986,0.00001287675,0.000001632712,0.00001736957,0.00006596118,0.00002171308,0.001016898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007191254,"threshold_uncertainty_score":0.01429874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1043581356254191,"score_gpt":0.4385718715879293,"score_spread":0.3342137359625101,"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."}}