{"id":"W2531573377","doi":"10.1021/acs.estlett.6b00352","title":"Growth and Attachment-Facilitated Entry of Bacteria into Submicrometer Pores Can Enhance Bioremediation and Oil Recovery in Low-Permeability and Microporous Media","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Technology Letters","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Membrane; Hexadecane; Bacteria; Bacterial growth; Chemical engineering; Microporous material; Chemistry; Biofilm; Biophysics; Bioremediation; Permeability (electromagnetism); Materials science; Biology; Biochemistry; Organic chemistry","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":[0.0001555736,0.0003425802,0.000246613,0.0001255904,0.0001034243,0.0003694036,0.0001950494,0.0003023005,0.000325073],"category_scores_gemma":[0.0002195867,0.0001993076,0.0002278877,0.00009981822,0.0002078009,0.0003485302,0.000314446,0.000290462,0.0001861297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623694,"about_ca_system_score_gemma":0.0001666056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076443,"about_ca_topic_score_gemma":0.001522161,"domain_scores_codex":[0.9998558,0.00001600784,0.00001106863,0.00003690353,0.00004132948,0.0000388108],"domain_scores_gemma":[0.9998621,0.00003904318,0.00004573512,0.0000107585,0.00002016423,0.00002216164],"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":[0.000008590477,0.000003204353,0.00006092732,0.000006094216,4.687878e-7,0.000004700312,0.00000457825,0.0000128411,0.9997614,0.000005531258,0.000001146883,0.0001305328],"study_design_scores_gemma":[0.000001770651,0.00008570142,0.002103102,0.000001708557,0.000002841,0.00002421353,0.00001749075,0.0003522811,0.9972383,0.000009954304,0.0001603543,0.000002288514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977203,0.0001836715,0.001764462,0.00001981468,0.000004542917,0.00000972254,0.00005932927,0.00001843436,0.0002196929],"genre_scores_gemma":[0.9958518,0.0002307147,0.003117553,0.00001088681,0.000002502303,0.00001901818,0.0001002395,0.000009588164,0.000657796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001076443,"threshold_uncertainty_score":0.002140403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002452411348775218,"score_gpt":0.1819338316235251,"score_spread":0.1794814202747499,"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."}}