{"id":"W2164734270","doi":"10.1002/masy.200950710","title":"Emulsification for Latex Production Using Static Mixers","year":2009,"lang":"en","type":"article","venue":"Macromolecular Symposia","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Miniemulsion; Static mixer; Pulmonary surfactant; Monomer; Volumetric flow rate; Mixing (physics); Polymerization; Materials science; Chemical engineering; Chemistry; Chromatography; Analytical Chemistry (journal); Composite material; Polymer; Thermodynamics; Physics","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":[0.0005640123,0.0003832147,0.0003102997,0.0002960364,0.0001804809,0.0004510014,0.0002764516,0.0002149886,0.001583659],"category_scores_gemma":[0.0004390784,0.0001690999,0.0003734348,0.0002044921,0.0001322615,0.0002897689,0.0003254389,0.0004983287,0.0008514922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269366,"about_ca_system_score_gemma":0.0002143428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002077018,"about_ca_topic_score_gemma":0.0003614086,"domain_scores_codex":[0.9997794,0.00003362092,0.00002670639,0.00004681105,0.00008827725,0.00002519006],"domain_scores_gemma":[0.9997132,0.00007345022,0.00007465002,0.00003304907,0.0000704737,0.0000351825],"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":[0.00003380334,0.00001180693,0.0001078414,0.00004042934,0.000002757387,0.00001805875,0.000009109297,0.00006423899,0.9975355,0.0000534313,0.00002742832,0.002095703],"study_design_scores_gemma":[0.00000474789,0.0001020614,0.0004471195,0.000003009071,0.000008689035,0.00005584518,0.000003739225,0.0007329049,0.9976372,0.00001066391,0.0009920606,0.000002033198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203761,0.002271114,0.07252078,0.0001017653,0.00008177099,0.0001202468,0.0003025842,0.0004558705,0.003769806],"genre_scores_gemma":[0.9378259,0.001601189,0.05450632,0.00005088144,0.00003804424,0.00009122684,0.0007289706,0.00009652047,0.00506092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001583659,"threshold_uncertainty_score":0.005297899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756465528729233,"score_gpt":0.2673786451425852,"score_spread":0.2498139898552929,"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."}}