{"id":"W1497309636","doi":"10.1016/j.biotechadv.2006.08.001","title":"Physiological aspects","year":2006,"lang":"en","type":"review","venue":"Biotechnology Advances","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":467,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Thompson Rivers University","funders":"","keywords":"Biofilm; Swarming motility; Biodegradation; Chemistry; Antimicrobial; Amphiphile; Bacteria; Environmental chemistry; Biology; Quorum sensing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003848372,0.001242147,0.00131955,0.001102894,0.0004132103,0.002061622,0.001110537,0.001698148,0.005943264],"category_scores_gemma":[0.0005097733,0.0003034076,0.0004432334,0.001192751,0.0008911624,0.001737316,0.0009445529,0.001945821,0.00864943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005880046,"about_ca_system_score_gemma":0.0007910177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009741014,"about_ca_topic_score_gemma":0.0009183235,"domain_scores_codex":[0.999669,0.00003604664,0.00003098962,0.00008001691,0.0001342889,0.00004967732],"domain_scores_gemma":[0.9998533,0.0000320092,0.00002103684,0.00001443885,0.0000562375,0.00002302596],"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":[0.0002875132,0.0001295297,0.0004557832,0.008791738,0.00004298939,0.001253344,0.0002051821,0.0003693598,0.124077,0.01198274,0.03573902,0.8166658],"study_design_scores_gemma":[0.00001060015,0.00008356498,0.0009619853,0.0005631776,0.00004088108,0.002988299,0.00008440492,0.0001005824,0.0117367,0.002395848,0.9810146,0.0000193013],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001232206,0.9750987,0.002447145,0.0008718286,0.001670198,0.00002514354,0.0001396639,0.00004841564,0.01846677],"genre_scores_gemma":[0.01564466,0.9499564,0.002255748,0.001523793,0.00136128,0.00006700037,0.0005190697,0.00002701654,0.02864509],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005943264,"threshold_uncertainty_score":0.0198822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482014018861575,"score_gpt":0.2915120582084948,"score_spread":0.2666919180198791,"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."}}