{"id":"W3106987369","doi":"10.1021/acs.langmuir.0c02501","title":"Self-Assembled Surfactant-Templated Synthesis of Porous Hollow Silica Nanoparticles: Mechanism of Formation and Feasibility of Post-Synthesis Nanoencapsulation","year":2020,"lang":"en","type":"article","venue":"Langmuir","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Faculty of Engineering, McGill University","keywords":"Nanoreactor; Nanoshell; Dispersity; Chemical engineering; Nanoparticle; Fourier transform infrared spectroscopy; Materials science; Nanocarriers; Porosity; Molecule; Nanotechnology; Bromide; Calcination; Chemistry; Organic chemistry; Polymer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005727533,0.0001456181,0.0005526671,0.000053019,0.0000548831,0.00001933792,0.0001683235,0.00009530956,0.0001863463],"category_scores_gemma":[0.0003068091,0.0001233887,0.00007407033,0.000211851,0.00003415914,0.0002623522,0.00006775294,0.00002624321,0.000010158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002063874,"about_ca_system_score_gemma":0.00003409603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002086101,"about_ca_topic_score_gemma":0.00001819478,"domain_scores_codex":[0.998395,0.0001852158,0.0006922359,0.0002501644,0.0003071254,0.0001702902],"domain_scores_gemma":[0.9987388,0.0001686817,0.0005748101,0.0002487031,0.0001974997,0.00007154774],"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":[0.0001701069,0.00009874351,0.000648158,0.0006999649,0.00002309639,0.000001493188,0.001452842,0.000006880565,0.9961637,0.0004210341,0.000006160727,0.0003078656],"study_design_scores_gemma":[0.000229632,0.000115093,0.00573302,0.0000434566,0.0001329366,0.000003864965,0.0004102191,0.0006889484,0.9923519,0.0001738351,0.000003255228,0.0001137787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990491,0.00005896016,0.00007488763,0.0001779416,0.00004010302,0.0002750827,0.0001698856,0.00006504601,0.00008905023],"genre_scores_gemma":[0.9985347,0.0000209406,0.001370109,0.00002094137,0.00001176378,0.00001522122,0.00001076749,0.00001400935,0.000001586713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005084862,"threshold_uncertainty_score":0.5031644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02302713947777001,"score_gpt":0.2357458029964937,"score_spread":0.2127186635187237,"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."}}