{"id":"W1999086307","doi":"10.1166/jnn.2008.18225","title":"Polymeric Nanocomposites: Compounding and Performance","year":2008,"lang":"en","type":"article","venue":"Journal of Nanoscience and Nanotechnology","topic":"Rheology and Fluid Dynamics Studies","field":"Chemical Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Compounding; Organoclay; Miscibility; Composite material; Polypropylene; Nanocomposite; Polymer; Dispersion (optics); Polystyrene; Plastics extrusion; Chemical engineering","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":[0.0003960529,0.0006471247,0.0004775355,0.0004881469,0.0001500175,0.0006832969,0.0003297256,0.0007974968,0.001804155],"category_scores_gemma":[0.0004506479,0.0002856151,0.0004154619,0.000449899,0.0001461828,0.0008211918,0.0003568135,0.0008399152,0.00082651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004355263,"about_ca_system_score_gemma":0.000187057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002651357,"about_ca_topic_score_gemma":0.0003871774,"domain_scores_codex":[0.9996907,0.00003662392,0.00002832753,0.00008488957,0.0001182385,0.00004123739],"domain_scores_gemma":[0.9998228,0.00003772015,0.00004645237,0.000008792026,0.00005742396,0.00002676433],"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":[0.000148219,0.00009682654,0.0002358617,0.002585009,0.00005527326,0.0001850482,0.00007201373,0.0009577115,0.912982,0.001671893,0.001130347,0.07987977],"study_design_scores_gemma":[0.00001548076,0.0007193408,0.001109427,0.0001332102,0.00008834707,0.0007331299,0.00003079759,0.001711705,0.9421241,0.0004018056,0.05289927,0.00003328883],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4551931,0.4409424,0.04416514,0.001275667,0.0006506232,0.0003164766,0.0006374491,0.00092076,0.05589828],"genre_scores_gemma":[0.8464428,0.1014276,0.02954183,0.0003928953,0.0003357549,0.0002197535,0.0005532263,0.0001846336,0.02090154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001804155,"threshold_uncertainty_score":0.006035447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01032700772718515,"score_gpt":0.2101486628794047,"score_spread":0.1998216551522196,"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."}}