{"id":"W2098939137","doi":"10.3139/217.0093","title":"Melt Compounding of Polymeric Nanocomposites","year":2006,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Compounding; Materials science; Organoclay; Polypropylene; Composite material; Nanocomposite; Dispersion (optics); Polyamide; Plastics extrusion; Polymer; Ultimate tensile strength","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":[0.0001931772,0.000408434,0.0002621191,0.000366432,0.0001295102,0.0002088361,0.0001433227,0.0002328937,0.001502187],"category_scores_gemma":[0.0002713675,0.0001644713,0.0002666009,0.0002035182,0.0001665262,0.0002762287,0.0002470757,0.0004925907,0.0002809839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001917022,"about_ca_system_score_gemma":0.0001116431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681628,"about_ca_topic_score_gemma":0.0005084848,"domain_scores_codex":[0.9998125,0.00001985309,0.00001671638,0.00005730652,0.00006363466,0.00002995701],"domain_scores_gemma":[0.9998358,0.00005023301,0.00004539775,0.00001434943,0.00003517863,0.00001894045],"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":[0.00002419742,0.000004253238,0.00003154662,0.00003064803,0.00000268813,0.00001995736,0.00001392916,0.00005348986,0.9988136,0.00003311106,0.000008584495,0.0009639435],"study_design_scores_gemma":[0.000001550684,0.00004592706,0.000176282,0.000001757937,0.000002277177,0.00001359324,0.00000286598,0.0002323865,0.9991609,0.00000426871,0.0003573298,9.539068e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867005,0.0009372718,0.009864576,0.00002902166,0.00002791473,0.00005339566,0.0001367381,0.0001838297,0.002066826],"genre_scores_gemma":[0.9851691,0.0004871131,0.01022855,0.00001908111,0.00001160551,0.00004396831,0.0001906324,0.0000923097,0.003757652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001502187,"threshold_uncertainty_score":0.005025327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008631064590348677,"score_gpt":0.2366658527726153,"score_spread":0.2280347881822666,"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."}}