{"id":"W2010153921","doi":"10.1002/pen.21359","title":"Preparation and properties of epoxy nanocomposites. I. The effect of premixing on dispersion of organoclay","year":2009,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Organoclay; Intercalation (chemistry); Materials science; Exfoliation joint; Curing (chemistry); Nanocomposite; Epoxy; Composite material; Scanning electron microscope; Dispersion (optics); Homogenizer; Nanotechnology; Graphene; Chemistry; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003415501,0.0005105936,0.0003440246,0.0002515914,0.0001771705,0.0002554391,0.0001498534,0.0002669129,0.0007687291],"category_scores_gemma":[0.0007511482,0.0002683856,0.0002497873,0.0001581917,0.0001622006,0.000283546,0.0001510617,0.0003855542,0.0002653477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055904,"about_ca_system_score_gemma":0.0001878067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004903729,"about_ca_topic_score_gemma":0.001116164,"domain_scores_codex":[0.999736,0.00003437562,0.00003814321,0.00007210021,0.00008381608,0.0000355704],"domain_scores_gemma":[0.9994198,0.0001510451,0.0001926252,0.00004177221,0.0001328078,0.00006186758],"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":[0.00004867923,0.000007854744,0.00007028231,0.00003992085,0.000003100661,0.00001621265,0.00001183558,0.00005197641,0.9990466,0.000007145404,0.000005772507,0.0006905455],"study_design_scores_gemma":[0.000002508735,0.0001185793,0.0006128789,0.000002214078,0.000008435524,0.00003140508,0.000005320762,0.0001144463,0.9988431,0.000002904419,0.0002558338,0.000002441376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927809,0.001696028,0.003842123,0.00004285631,0.00002609747,0.00006448193,0.000322939,0.00008667548,0.001137889],"genre_scores_gemma":[0.9913992,0.0009895425,0.005640932,0.00002124381,0.000009555121,0.00006516819,0.0003743417,0.00009519045,0.001404749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007687291,"threshold_uncertainty_score":0.002571642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005448551246331963,"score_gpt":0.2090543339161887,"score_spread":0.2036057826698567,"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."}}