{"id":"W4409665027","doi":"10.1002/cplu.202400774","title":"NT‐OmpA Bioemulsifier: Structural Insights and Polysaccharide‐Mediated Enhancement of its Emulsifying Performance","year":2025,"lang":"en","type":"article","venue":"ChemPlusChem","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute for Genetic Engineering and Biotechnology","keywords":"Circular dichroism; Dextran; Polysaccharide; Chemistry; Agarose; Biophysics; Biochemistry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001500565,0.0002145347,0.0003405852,0.0001050128,0.0002099313,0.0000606168,0.000271996,0.0001044656,0.0003233882],"category_scores_gemma":[0.00005602511,0.0001617969,0.00004602761,0.0002187795,0.0001708447,0.0002490573,0.0001846473,0.0001055025,0.00003228826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269408,"about_ca_system_score_gemma":0.00005993577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006074948,"about_ca_topic_score_gemma":0.000006408635,"domain_scores_codex":[0.9987024,0.00003224566,0.0003975579,0.0003533198,0.0002106054,0.0003038573],"domain_scores_gemma":[0.9993491,0.00007665656,0.0001393025,0.0002809396,0.00007955461,0.00007443564],"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":[0.00005118555,0.00001609714,0.0009208951,0.0003180224,0.00001938961,5.572516e-7,0.0005817338,2.429617e-7,0.9895763,0.0002140911,0.00009507673,0.008206446],"study_design_scores_gemma":[0.0003132263,0.00004018516,0.00108758,0.0001703641,0.00002397338,0.000001725992,0.0001523611,0.0009714219,0.9958324,0.00003952565,0.001179821,0.0001873892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719297,0.02599528,0.00004643942,0.0002386928,0.0003406421,0.0001448033,0.00001178331,0.00005093111,0.001241773],"genre_scores_gemma":[0.9978818,0.0004950677,0.00060017,0.0001552126,0.00003994073,0.00002357339,0.000004341089,0.00001123003,0.0007886166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0259522,"threshold_uncertainty_score":0.6597886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211122273727352,"score_gpt":0.2416777002656517,"score_spread":0.2205654728929166,"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."}}