{"id":"W4377107294","doi":"10.3390/su15108214","title":"Unraveling the Fate and Transport of DNAPLs in Heterogeneous Aquifer Systems—A Critical Review and Bibliometric Analysis","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Indian Institute of Technology Delhi","keywords":"Mass transport; Environmental science; Scale (ratio); Scopus; Computer science; Biochemical engineering; Operations research; Geography; Engineering; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00726514,0.001273166,0.00306567,0.0994285,0.001105762,0.004552596,0.001603927,0.00113558,0.003485693],"category_scores_gemma":[0.02591591,0.0006575747,0.00241732,0.09795496,0.001215232,0.003987569,0.001714085,0.0007702832,0.0004807853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946209,"about_ca_system_score_gemma":0.01364372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0091684,"about_ca_topic_score_gemma":0.009522634,"domain_scores_codex":[0.9947228,0.0009640608,0.001870255,0.0004523295,0.00178329,0.0002072563],"domain_scores_gemma":[0.9666561,0.02164314,0.003984324,0.0005811538,0.006738719,0.000396572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001486039,0.0000888451,0.006918475,0.4537506,0.002290359,0.0005259685,0.00184939,0.001664718,0.001143763,0.008107499,0.01518956,0.5083223],"study_design_scores_gemma":[0.00004726024,0.0003391159,0.04386853,0.4279626,0.02023157,0.001585654,0.00456033,0.002670262,0.002463372,0.008683089,0.4873131,0.0002751979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005931691,0.9849991,0.001334853,0.001682148,0.000337316,0.0001756463,0.001625555,0.00004484496,0.003868776],"genre_scores_gemma":[0.01814717,0.9786281,0.001389311,0.000254702,0.0001994237,0.0001279623,0.0009366759,0.00001076531,0.0003058791],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9005715,"threshold_uncertainty_score":0.03842217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815004758181141,"score_gpt":0.2868436380041947,"score_spread":0.2686935904223832,"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."}}