{"id":"W4415988220","doi":"10.3389/fbioe.2025.1706906","title":"Immobilized Staphylococcus aureus phospholipase C on calcium alginate-chitosan: improved performance and industrial potential in soybean oil refining","year":2025,"lang":"en","type":"article","venue":"Frontiers in Bioengineering and Biotechnology","topic":"Enzyme Catalysis and Immobilization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Rivière-du-Loup","funders":"King Saud University","keywords":"Soybean oil; Calcium; Hydrolysis; Substrate (aquarium); Phospholipase; Enzyme; Calcium alginate; Phospholipase C; Biocatalysis","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":[0.0001475535,0.0002060111,0.0002664696,0.0004432232,0.00005084739,0.00002415433,0.0001345813,0.000617503,6.581499e-7],"category_scores_gemma":[0.00008381726,0.0002031572,0.00003369496,0.0003590566,0.0001388348,0.000007584405,0.0001253108,0.0003265508,1.58278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002805141,"about_ca_system_score_gemma":0.00003461093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004436237,"about_ca_topic_score_gemma":0.000008226479,"domain_scores_codex":[0.9988915,0.00002258785,0.0002675415,0.0004649415,0.00004871699,0.000304756],"domain_scores_gemma":[0.9996351,0.000005801909,0.00005106418,0.0002584345,0.00001267954,0.00003691829],"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":[0.0002291899,0.00005118308,0.00714869,0.0000486155,0.00003538583,0.000004481568,0.00001713354,0.0006103033,0.9548633,0.0000686385,0.0002389363,0.03668419],"study_design_scores_gemma":[0.002776555,0.0004370754,0.002755523,0.0001257434,0.00002031398,0.000003524564,0.0001931072,0.01810511,0.9693068,0.000009719957,0.005940986,0.0003255444],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927804,0.002287568,0.00386224,0.0003371609,0.0005415574,0.00007303714,0.000009900094,0.00003611148,0.00007202922],"genre_scores_gemma":[0.9976669,0.0008814353,0.00108063,0.00005956914,0.000043126,0.00003386962,0.0000569156,0.00001528553,0.0001622882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03635864,"threshold_uncertainty_score":0.8284512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005690285029099502,"score_gpt":0.2085347411038649,"score_spread":0.2028444560747654,"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."}}