{"id":"W2769324920","doi":"10.1039/c7em00457e","title":"Laboratory study of mass transfer from diluted bitumen trapped in gravel","year":2017,"lang":"en","type":"article","venue":"Environmental Science Processes & Impacts","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Asphalt; Mass transfer; Environmental chemistry; Environmental science; Chemistry; Materials science; Chromatography; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004411043,0.0002207665,0.0002575244,0.00008520333,0.0006070578,0.0001432397,0.0009815228,0.00004371842,0.0004221762],"category_scores_gemma":[0.00008061563,0.0001866674,0.00002668974,0.0003546709,0.001259893,0.001624117,0.0002903376,0.0001174753,0.0000899627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002605644,"about_ca_system_score_gemma":0.00004483125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001783445,"about_ca_topic_score_gemma":0.001630885,"domain_scores_codex":[0.997709,0.00003886862,0.0003266463,0.0005772356,0.0008856999,0.0004625288],"domain_scores_gemma":[0.9991534,0.00003523582,0.000131015,0.0005005826,0.000006998733,0.0001727927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002454285,0.0005807015,0.6737289,0.000006976396,0.000008927273,0.000009881745,0.007215108,0.00004188974,0.3150187,0.000001234158,0.000007690244,0.003355412],"study_design_scores_gemma":[0.001065531,0.0002113614,0.9162436,0.00001827008,0.00001521618,5.254801e-7,0.004309405,0.00005025852,0.07766826,0.00005993538,0.0001460877,0.000211593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985663,0.00006044792,0.0002170463,0.00008783517,0.00007987582,0.0004160535,0.00004339434,0.00001639009,0.0005126778],"genre_scores_gemma":[0.9996199,0.00004068519,0.00009101532,0.00005061093,0.00001341624,0.0000402166,0.000003405476,0.00001228153,0.000128439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2425146,"threshold_uncertainty_score":0.7612074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208619966211485,"score_gpt":0.2409615855441923,"score_spread":0.2288753858820774,"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."}}