{"id":"W2145666765","doi":"10.1002/smll.201102113","title":"Synthesis of Monodisperse, Covalently Cross‐Linked, Degradable “Smart” Microgels Using Microfluidics","year":2012,"lang":"en","type":"article","venue":"Small","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Dispersity; Microfluidics; Covalent bond; Polymer; Materials science; Dynamic covalent chemistry; Polymerization; Nanotechnology; Chemical engineering; Solvent; Hydrazide; Polymer chemistry; Chemistry; Organic chemistry; Molecule; Supramolecular chemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047903,0.0002412712,0.0002939715,0.0002020172,0.00007405498,0.00002411931,0.0002241846,0.0001886508,0.00006328098],"category_scores_gemma":[0.00004672844,0.0002522132,0.00009326317,0.0005382435,0.0001466403,0.0002239217,0.00006059525,0.0001931668,0.00003210687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759219,"about_ca_system_score_gemma":0.00003725471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005408573,"about_ca_topic_score_gemma":3.500196e-7,"domain_scores_codex":[0.9986701,0.00002155023,0.0005199346,0.000164021,0.0001344374,0.0004899849],"domain_scores_gemma":[0.9992554,0.00004937382,0.0001018757,0.0003452885,0.0001874746,0.0000606457],"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":[0.00001106719,0.00005028466,0.01042333,0.00016274,0.00007304591,0.000001376371,0.0001753481,0.00003158551,0.9809006,0.002268234,0.001517498,0.004384846],"study_design_scores_gemma":[0.0001630627,0.00001124509,0.001220898,0.00006947538,0.00004184815,0.00002482721,0.00008026872,0.000468458,0.981911,0.00005238267,0.01568787,0.0002686488],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994322,0.00352617,0.09247833,0.000009225862,0.0004416116,0.000216527,0.00007675144,0.000290418,0.003528732],"genre_scores_gemma":[0.9872993,0.00009174396,0.01215797,0.00005635538,0.0001190073,0.00001789523,0.00002759874,0.00007154689,0.0001585988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08786706,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03254777379196121,"score_gpt":0.2582394431654603,"score_spread":0.2256916693734991,"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."}}