{"id":"W4229075607","doi":"10.1007/s13738-022-02563-2","title":"Application of single and binary mixtures of novel seed hydrocolloids for stabilization of O/W emulsions compared with commercialized emulsifying agents","year":2022,"lang":"en","type":"article","venue":"Journal of the Iranian Chemical Society","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Emulsion; Gum arabic; Chromatography; Chemistry; Food additive; Food science; Materials science; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001382426,0.0002765452,0.0002155894,0.0001641397,0.0001149188,0.0002392998,0.0001268947,0.0001808111,0.0009926542],"category_scores_gemma":[0.0002524636,0.0000972815,0.0002049354,0.00009441858,0.000145207,0.0002766153,0.0002026095,0.00027161,0.0001128395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439109,"about_ca_system_score_gemma":0.0002254557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006982969,"about_ca_topic_score_gemma":0.001145705,"domain_scores_codex":[0.9999173,0.00001121662,0.00000876853,0.00002413001,0.00002182415,0.00001672451],"domain_scores_gemma":[0.9999139,0.00001685383,0.0000233275,0.000005389217,0.00002023098,0.00002013434],"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":[0.0003737101,0.00003496873,0.00007082144,0.00005283914,0.000006625399,0.00001747836,0.00001012139,0.00004452371,0.9974452,0.00003122997,0.00001554585,0.001896977],"study_design_scores_gemma":[0.0000161326,0.0003548291,0.000375811,0.00000319721,0.00002615345,0.00002804911,0.000009783032,0.000395982,0.9984244,0.000007741864,0.0003554255,0.00000242486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957392,0.001448544,0.001816536,0.00003389673,0.00004730781,0.00002867569,0.00003697353,0.00002708761,0.0008216755],"genre_scores_gemma":[0.9966649,0.0006058839,0.001917726,0.00002244206,0.000009058656,0.00001375231,0.00002561351,0.00000774675,0.0007330085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009926542,"threshold_uncertainty_score":0.003320754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328240228135726,"score_gpt":0.2534171146528881,"score_spread":0.2205930918393155,"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."}}