{"id":"W2994100432","doi":"10.22059/poll.2019.284335.638","title":"Effect of Co-existing Heavy Metals and Natural Organic Matter on Sorption/Desorption of Polycyclic Aromatic Hydrocarbons in Soil: A Review","year":2020,"lang":"en","type":"review","venue":"Pollution","topic":"Environmental remediation with nanomaterials","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sorption; Environmental chemistry; Environmental remediation; Desorption; Chemistry; Organic matter; Heavy metals; Soil contamination; Contamination; Soil organic matter; Soil water; Environmental science; Adsorption; Soil science; Organic chemistry","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":[0.0005087805,0.0003626212,0.001701357,0.0002457015,0.00001578621,0.000009222989,0.0001045568,0.0001643351,0.00002070382],"category_scores_gemma":[0.0001753749,0.0003080662,0.0001861379,0.0003205364,0.00004809921,0.00009103488,0.00002606676,0.0001989552,0.00009654395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580748,"about_ca_system_score_gemma":0.00001733056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008201599,"about_ca_topic_score_gemma":0.000001969348,"domain_scores_codex":[0.997913,0.0003960083,0.001028732,0.000239086,0.0002416919,0.000181461],"domain_scores_gemma":[0.9990486,0.0002148627,0.0004708983,0.0002114176,9.670912e-7,0.00005324899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000616529,0.0001013405,0.0001572153,0.3663572,0.0005880097,0.00001116296,0.0001693367,0.00004406923,0.06574323,0.00001412893,0.0002736709,0.566479],"study_design_scores_gemma":[0.005017402,0.002262575,0.004119944,0.7618523,0.01138638,0.0004130523,0.00002369969,0.003813843,0.123356,0.0001703263,0.0829942,0.004590312],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01913597,0.9793389,0.00002305457,0.00002296435,0.0001825593,0.001147346,0.00002762716,0.00005482173,0.00006677044],"genre_scores_gemma":[0.1787385,0.820909,0.00002380615,0.0000251138,0.00004275426,0.00007810521,0.0001186139,0.0000562272,0.000007856517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5618887,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01487960578034118,"score_gpt":0.2743385444005015,"score_spread":0.2594589386201603,"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."}}