{"id":"W2746709856","doi":"10.1002/masy.201600150","title":"Nitroxide Mediated Radical Emulsion Polymerization: Mathematical Modeling","year":2017,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Nitroxide mediated radical polymerization; Miniemulsion; Emulsion polymerization; Polymerization; Emulsion; Aqueous solution; Monomer; Radical polymerization; Population; Chemistry; Radical; Polymer chemistry; Materials science; Organic chemistry; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000866255,0.0009329653,0.0008547723,0.0006801374,0.0004472308,0.001080887,0.001596282,0.001769402,0.002477577],"category_scores_gemma":[0.001761693,0.0004554123,0.001124061,0.0007238383,0.0005416852,0.001474175,0.0007525384,0.00134543,0.0008044058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165502,"about_ca_system_score_gemma":0.0009933303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005317839,"about_ca_topic_score_gemma":0.00221793,"domain_scores_codex":[0.999786,0.00007231881,0.00001161179,0.00003689417,0.00006945069,0.00002384251],"domain_scores_gemma":[0.999411,0.0003608106,0.00009212115,0.00002210577,0.00009843387,0.00001562985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001253511,0.00004044368,0.0001668992,0.00008636069,0.00001620398,0.00004155491,0.00004023943,0.9689196,0.002016963,0.02491686,0.0003522836,0.003390184],"study_design_scores_gemma":[0.000003196255,0.000008771759,0.00003661246,0.000005718436,0.000003809474,0.000008419227,0.000003838909,0.995849,0.0002921577,0.003058648,0.0007254952,0.000004204512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04310496,0.003108638,0.9297879,0.0009774917,0.0001286052,0.000207848,0.0005177124,0.0003719115,0.02179491],"genre_scores_gemma":[0.7222455,0.01292173,0.212631,0.0004780725,0.0003021592,0.002067886,0.0009012385,0.000367452,0.04808502],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005317839,"threshold_uncertainty_score":0.01057374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112477876383321,"score_gpt":0.2448623844378581,"score_spread":0.2337376056740249,"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."}}