{"id":"W2079247782","doi":"10.1002/pen.20542","title":"Extensional flow mixer for polymer nanocomposites","year":2006,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Plastics extrusion; Polypropylene; Organoclay; Polyamide; Composite material; Compounding; Plasticizer; Thermoplastic; Nanocomposite; Polymer; Polystyrene","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":[0.0005527973,0.0005430065,0.0003077196,0.0004294755,0.0001530258,0.000235333,0.0002554639,0.0002824557,0.001954558],"category_scores_gemma":[0.0002668201,0.0001823953,0.0002341023,0.0001903017,0.000139999,0.0003923457,0.0002888065,0.0009606563,0.0005748108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291826,"about_ca_system_score_gemma":0.0001321007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001112376,"about_ca_topic_score_gemma":0.0002362987,"domain_scores_codex":[0.9997172,0.0000476298,0.0000220485,0.00008975791,0.00009827528,0.00002503326],"domain_scores_gemma":[0.9998217,0.00006893103,0.00004650214,0.00001504614,0.00003162303,0.00001627988],"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":[0.0000675781,0.0000286734,0.0001026839,0.00006837352,0.000002571122,0.00002187488,0.0000151214,0.00008649935,0.9924543,0.0003492587,0.0000525029,0.006750506],"study_design_scores_gemma":[0.00001747081,0.0001757053,0.0006728717,0.000008291706,0.000007859028,0.00008036631,0.000004274025,0.001615182,0.9928688,0.0000521978,0.004490491,0.000006425992],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6658401,0.00732902,0.3152232,0.00015101,0.0003088771,0.0004290641,0.0004222228,0.001296878,0.008999627],"genre_scores_gemma":[0.8080303,0.001819223,0.1773784,0.00009310771,0.00007955627,0.0004036163,0.0004594168,0.00009197551,0.01164435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001954558,"threshold_uncertainty_score":0.00653863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00682755693731017,"score_gpt":0.1993898509180813,"score_spread":0.1925622939807711,"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."}}