{"id":"W1997160268","doi":"10.1002/app.40496","title":"Impact of impeller type on methyl methacrylate emulsion polymerization in a batch reactor","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Agitator; Impeller; Rushton turbine; Materials science; Emulsion polymerization; Methyl methacrylate; Polymer; Turbine; Composite material; Draft tube; Chemical engineering; Polymer chemistry; Polymerization; Thermodynamics; Physics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006657762,0.0005397167,0.0007333659,0.0003122566,0.000183152,0.0004105211,0.00032655,0.0003382054,0.001237659],"category_scores_gemma":[0.0006870018,0.0002872044,0.0003813244,0.0002992025,0.0001811861,0.0004614406,0.0001877623,0.0006209236,0.0004774691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002419941,"about_ca_system_score_gemma":0.0003252541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262881,"about_ca_topic_score_gemma":0.001061983,"domain_scores_codex":[0.9996427,0.00007354654,0.00003088814,0.00007547985,0.000127844,0.0000495468],"domain_scores_gemma":[0.9994919,0.0002828205,0.00008736723,0.00004243705,0.00005688885,0.00003858827],"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":[0.0004615903,0.0001332416,0.0002627301,0.00008303683,0.00001021288,0.00005575079,0.00001367628,0.0006326828,0.9950253,0.00003655658,0.0000275823,0.003257623],"study_design_scores_gemma":[0.00003988743,0.001240466,0.003371194,0.000007040374,0.0000407169,0.00005290756,0.00001176814,0.004309788,0.9903693,0.00001924571,0.0005224583,0.00001513315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931297,0.0007052484,0.00495676,0.00002370876,0.00003082251,0.00006139887,0.00009927146,0.00009445208,0.0008986894],"genre_scores_gemma":[0.990123,0.0009076654,0.007725846,0.00002288599,0.00001961282,0.00003770697,0.00009772286,0.00002585305,0.001039773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001237659,"threshold_uncertainty_score":0.004140377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005736376131018173,"score_gpt":0.2452139013202599,"score_spread":0.2394775251892418,"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."}}