{"id":"W2952081016","doi":"10.1016/j.colsurfb.2019.06.012","title":"Comparative studies on the surface/interface properties and aggregation behavior of mono-rhamnolipid and di-rhamnolipid","year":2019,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":70,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Natural Science Foundation of China","keywords":"Rhamnolipid; Surface tension; Adsorption; Chemistry; Dynamic light scattering; Diffusion; Partition coefficient; Critical micelle concentration; Chemical engineering; Analytical Chemistry (journal); Chromatography; Micelle; Aqueous solution; Thermodynamics; Physical chemistry; Nanoparticle; Bacteria","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":[0.0004125455,0.000481847,0.0008915833,0.00005856224,0.0002796619,0.0002106758,0.0002419478,0.0001606688,0.00009053425],"category_scores_gemma":[0.00005712722,0.0002963159,0.00007551027,0.0001607691,0.0006736877,0.0002490662,0.0002778792,0.0002494347,0.00001331785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004953594,"about_ca_system_score_gemma":0.00003823878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002263839,"about_ca_topic_score_gemma":0.0001268155,"domain_scores_codex":[0.9978958,0.0001135683,0.0006338864,0.0006458333,0.0003523997,0.0003585472],"domain_scores_gemma":[0.9984903,0.0004190195,0.000382943,0.0004024401,0.0001907688,0.0001144873],"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":[0.0004906124,0.0001527461,0.1536854,0.000670453,0.000461912,0.000001777412,0.01059515,0.0003551204,0.8320589,0.0002676503,0.0002076878,0.001052558],"study_design_scores_gemma":[0.001224809,0.0006390567,0.00655446,0.001239164,0.0001352481,0.00001990549,0.04908821,0.00513652,0.9337769,0.00005619038,0.001482275,0.0006473344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759029,0.02067896,0.00000140024,0.0002743861,0.0003421695,0.000655675,0.00008765013,0.0000642762,0.00199258],"genre_scores_gemma":[0.9941611,0.001662187,0.00003755857,0.00002543046,0.00003368559,0.00003945358,0.000002506639,0.00003111052,0.004006929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.147131,"threshold_uncertainty_score":0.9999489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05378601075372754,"score_gpt":0.2741632750651241,"score_spread":0.2203772643113965,"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."}}