{"id":"W2006905549","doi":"10.1016/j.jconhyd.2010.12.013","title":"Review of unsaturated-zone transport and attenuation of volatile organic compound (VOC) plumes leached from shallow source zones","year":2011,"lang":"en","type":"review","venue":"Journal of Contaminant Hydrology","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":202,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Vadose zone; Volatile organic compound; Attenuation; Environmental chemistry; Environmental science; Chemistry; Plume; Soil science; Soil water; Organic chemistry; Meteorology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008010664,0.000381284,0.002870495,0.0001426764,0.00005966297,0.0000056371,0.0003981795,0.0002713946,0.0006939819],"category_scores_gemma":[0.00005415628,0.0002736686,0.0003936028,0.0002213495,0.0003903184,0.0002032308,0.0001052228,0.0003798432,0.00001813162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008726588,"about_ca_system_score_gemma":0.00007886701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003228798,"about_ca_topic_score_gemma":0.0003892232,"domain_scores_codex":[0.9968683,0.000356684,0.001936161,0.0002940274,0.0003175593,0.0002272388],"domain_scores_gemma":[0.9964258,0.0002690803,0.002847995,0.0002545962,0.0001185233,0.00008402406],"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":[0.00008230301,0.0002409376,0.00694794,0.01380648,0.000892369,0.00005281579,0.001434925,0.000001277697,0.0004563327,0.00002291633,0.0004395912,0.9756221],"study_design_scores_gemma":[0.0007716062,0.00062934,0.008420411,0.02125936,0.003212242,0.0003684485,0.00008519463,0.00001983007,0.00003422328,0.00003466315,0.9648084,0.0003562715],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03328068,0.9620278,0.003919544,0.00006741978,0.0002139154,0.0003660145,0.00002774678,0.000005992622,0.00009089482],"genre_scores_gemma":[0.03752595,0.9615263,0.0001871296,0.00007887803,0.00005680619,0.000008166847,0.00004100269,0.00002882496,0.0005469891],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9752659,"threshold_uncertainty_score":0.9999716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245390557453758,"score_gpt":0.2552759088195053,"score_spread":0.2307368530741296,"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."}}