{"id":"W2025536298","doi":"10.1002/marc.200900551","title":"Small, Stable, and Monodispersed Bubbles Encapsulated with Biopolymers","year":2009,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lysozyme; Dissolution; Aqueous solution; Chemical engineering; Solubility; Deposition (geology); Chemistry; Polysaccharide; Microfluidics; Shrinkage; Bubble; Materials science; Chromatography; Nanotechnology; Organic chemistry; Composite material","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":[0.0001666202,0.0001254438,0.0001289344,0.00006484429,0.0004171231,0.0001494628,0.0004191911,0.00004369586,0.00008666635],"category_scores_gemma":[0.00002873005,0.0001088022,0.00002355366,0.0003014201,0.0002085062,0.0001529384,0.0001088916,0.00008052216,0.00002088174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002063875,"about_ca_system_score_gemma":0.00003306006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050612,"about_ca_topic_score_gemma":0.00004099351,"domain_scores_codex":[0.9991393,0.0001353143,0.0001789997,0.0002164521,0.0001081149,0.0002218332],"domain_scores_gemma":[0.9986217,0.00003960597,0.00006792973,0.001117268,0.00007279047,0.00008067943],"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":[0.00002185219,0.0001129597,0.0001204512,0.00000483782,0.000009018422,0.000003588297,0.0005168976,0.00009723913,0.9847105,0.003141908,0.00002440379,0.01123637],"study_design_scores_gemma":[0.002322951,0.0007184687,0.01838211,0.0001617654,0.0001511554,0.0001046521,0.001347337,0.02423093,0.9348271,0.001893863,0.0148386,0.001021081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882073,0.001932895,0.005960299,0.001429828,0.00002051683,0.0002160863,0.00001305163,0.0001424932,0.002077525],"genre_scores_gemma":[0.9870681,0.0002075898,0.01239933,0.0002069698,0.00000392635,0.0000174842,0.00003602909,0.00001248366,0.00004810824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0498834,"threshold_uncertainty_score":0.4436825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295520194116336,"score_gpt":0.2374018951826365,"score_spread":0.2144466932414732,"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."}}