{"id":"W2620849782","doi":"10.1021/acs.langmuir.7b01092","title":"Breathable Microgel Colloidosome: Gas-Switchable Microcapsules with O<sub>2</sub> and CO<sub>2</sub> Tunable Shell Permeability for Hierarchical Size-Selective Control Release","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; McMaster University","keywords":"Permeability (electromagnetism); Chemical engineering; Shell (structure); Materials science; Nanotechnology; Chemistry; Composite material; Membrane","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005633302,0.0003191495,0.0004883768,0.00005547704,0.001313516,0.0004068885,0.0003282434,0.0001637914,0.00002485405],"category_scores_gemma":[0.0004637606,0.0002660882,0.00008744134,0.0001133873,0.0004772816,0.000442215,0.0001028399,0.0001692446,0.00005395254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109698,"about_ca_system_score_gemma":0.0001466024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616941,"about_ca_topic_score_gemma":0.0002963684,"domain_scores_codex":[0.9978011,0.0001184325,0.0003358019,0.0007569102,0.0002528495,0.0007348927],"domain_scores_gemma":[0.9982343,0.0003522695,0.0002381856,0.0006634616,0.0002591837,0.0002525753],"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":[0.0007759869,0.0001907714,0.008541522,0.000153569,0.00002489848,0.00001035795,0.0004042722,0.00005819821,0.9877039,0.0001708849,0.001017273,0.0009484201],"study_design_scores_gemma":[0.002918826,0.0003186221,0.02851034,0.000069602,0.00007025809,0.00004182873,0.0001004086,0.001907494,0.9640338,0.0008564836,0.0007947292,0.0003776195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962338,0.0001482555,0.0011974,0.0004575343,0.0001015158,0.001044691,0.000422995,0.0001298591,0.0002639021],"genre_scores_gemma":[0.9983298,0.00004139721,0.0009198973,0.0001659136,0.0001250442,0.0002275982,0.00002865255,0.00005410337,0.00010755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02367005,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008897368501237655,"score_gpt":0.2346642982565255,"score_spread":0.2257669297552879,"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."}}