{"id":"W2070913630","doi":"10.1007/s11270-012-1411-2","title":"Assessing Limitations for PAH Biodegradation in Long-Term Contaminated Soils Using Bioaccessibility Assays","year":2013,"lang":"en","type":"article","venue":"Water Air & Soil Pollution","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bioavailability; Biodegradation; Environmental chemistry; Soil water; Soil contamination; Chemistry; Pyrene; Bioremediation; Soil Pollutants; Contamination; Environmental science; Soil science; Organic chemistry; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002082867,0.001131865,0.0005031243,0.0005432467,0.0004041963,0.001015911,0.0007517633,0.001165487,0.0007213245],"category_scores_gemma":[0.002997789,0.0003962729,0.0007349591,0.0007047521,0.000375592,0.001029918,0.0008462726,0.0008899321,0.0002978795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000727192,"about_ca_system_score_gemma":0.0006664929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004945669,"about_ca_topic_score_gemma":0.005734924,"domain_scores_codex":[0.9972796,0.0007113481,0.0003854101,0.0004501725,0.0008901388,0.0002832317],"domain_scores_gemma":[0.9970973,0.001264514,0.0004833243,0.0002986752,0.0007389184,0.0001173558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002668316,0.0001227547,0.003814733,0.0001296436,0.00004893755,0.00004453427,0.00008842206,0.0005897054,0.9906289,0.00004781595,0.00004212526,0.0041756],"study_design_scores_gemma":[0.000009314685,0.0009044057,0.005621303,0.00001648439,0.00005239807,0.0001050186,0.0001312893,0.001889231,0.9904455,0.00007467914,0.0007300833,0.00002030066],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984724,0.001866595,0.01145408,0.0001141383,0.00004033913,0.000117216,0.0008847702,0.00004934005,0.000749579],"genre_scores_gemma":[0.9780496,0.002328949,0.01391995,0.00009661617,0.00002267353,0.0003928927,0.001977033,0.00002828465,0.003184106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004945669,"threshold_uncertainty_score":0.01101542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04782672276996473,"score_gpt":0.2825562991997995,"score_spread":0.2347295764298347,"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."}}