{"id":"W4387817630","doi":"10.1002/cjce.25120","title":"Mass transfer in emulsion polymerization: An experimental and modelling study","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Polymerization; Emulsion polymerization; Chain transfer; Precipitation polymerization; Bulk polymerization; Chain-growth polymerization; Monomer; Polymer chemistry; Interphase; Molar mass distribution; Materials science; Chemical engineering; Radical polymerization; Chemistry; Polymer; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006642384,0.0004845289,0.0005818471,0.0002971344,0.000271754,0.0003840293,0.0006348608,0.0007532613,0.001135307],"category_scores_gemma":[0.0007619699,0.0001555604,0.0004752331,0.0003395544,0.0002559708,0.000596162,0.0002666591,0.0004966368,0.0003200788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798314,"about_ca_system_score_gemma":0.0002197291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169781,"about_ca_topic_score_gemma":0.0007784668,"domain_scores_codex":[0.9998171,0.00002885388,0.000009868826,0.00003579025,0.00008394825,0.00002456534],"domain_scores_gemma":[0.9997131,0.0001689172,0.00003218441,0.00002437285,0.00005428952,0.000007027445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000509286,0.0007010792,0.001833136,0.0007083864,0.00002903201,0.0003833153,0.0001595508,0.261257,0.7114443,0.002662517,0.0003563975,0.01995603],"study_design_scores_gemma":[0.00005017646,0.0006254478,0.001139209,0.00001867678,0.00001824109,0.00006795514,0.0000316853,0.6647403,0.331222,0.0005725237,0.001492373,0.0000214463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371343,0.001071385,0.0552081,0.00008722921,0.00003301348,0.0001283786,0.0003386133,0.0002090918,0.005789801],"genre_scores_gemma":[0.9915956,0.0006019646,0.006357413,0.000007860456,0.00000637595,0.00005460522,0.0001275196,0.00001529512,0.001233334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002169781,"threshold_uncertainty_score":0.004314303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584049303481626,"score_gpt":0.2145084143848132,"score_spread":0.198667921349997,"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."}}