{"id":"W2120046852","doi":"10.1186/2046-9063-8-17","title":"Disruption of Yarrowia lipolytica biofilms by rhamnolipid biosurfactant","year":2012,"lang":"en","type":"article","venue":"Aquatic Biosystems","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bhabha Atomic Research Centre","keywords":"Rhamnolipid; Yarrowia; Biofilm; Chemistry; Pulmonary surfactant; Microbiology; Aspergillus fumigatus; Chromatography; Bacteria; Pseudomonas aeruginosa; Biology; Yeast; Biochemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005504408,0.0001985759,0.0002641053,0.00004099784,0.00006524049,0.00002008883,0.0002269834,0.0001537269,0.0021561],"category_scores_gemma":[0.0000619467,0.0001555174,0.00008680088,0.0003505112,0.0001690243,0.000253299,0.00008323842,0.00008424851,0.002888176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001124027,"about_ca_system_score_gemma":0.00001002219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007008314,"about_ca_topic_score_gemma":0.00005966094,"domain_scores_codex":[0.9982363,0.0001052827,0.000534949,0.0002401928,0.0004284696,0.0004548041],"domain_scores_gemma":[0.9990901,0.00005619774,0.0002858104,0.0003310152,0.000007926881,0.0002289701],"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":[0.00000924917,0.0001447592,0.1113702,0.00002391349,0.0000139268,2.006888e-7,0.0003204,4.929809e-7,0.8764796,0.00005474036,0.01047258,0.001109963],"study_design_scores_gemma":[0.0006914272,0.0001698769,0.02653453,0.00007444118,0.00005637605,0.00001738789,0.0003861559,0.0007422745,0.9148318,0.00001576485,0.05591523,0.0005647976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938797,0.0002365848,0.0001006709,0.0002679352,0.0007974976,0.0003493039,0.00008519759,0.0000546539,0.004228439],"genre_scores_gemma":[0.9988275,0.00004505912,0.000267975,0.0001338195,0.00008843213,0.000004171236,0.00003722603,0.00001773518,0.0005780601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08483563,"threshold_uncertainty_score":0.9987561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008577604419914526,"score_gpt":0.214968714158784,"score_spread":0.2063911097388695,"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."}}