{"id":"W2165381764","doi":"10.1002/cjce.5450800604","title":"Online Light Scattering Measurements as a Means to Assess Influence of Extrusion Parameters on Non‐reactive Polymer Blend Morphology: Experimental Procedure and Preliminary Results","year":2002,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Centre","keywords":"Plastics extrusion; Extrusion; Materials science; Light scattering; Scattering; Morphology (biology); Reactive extrusion; Polymer; Composite material; Polymer blend; Optics; Physics; Copolymer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005112,0.001012405,0.0005949161,0.0003097045,0.0004433042,0.0003337586,0.0004319651,0.0003411853,0.00186567],"category_scores_gemma":[0.001114411,0.0002755354,0.000374938,0.0003657402,0.0003698089,0.0003450087,0.0002865873,0.0005640685,0.0004074741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002304926,"about_ca_system_score_gemma":0.0001779357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008700321,"about_ca_topic_score_gemma":0.001159332,"domain_scores_codex":[0.999183,0.0001713168,0.00009289954,0.0001463942,0.0003348984,0.00007147773],"domain_scores_gemma":[0.9983204,0.0007754965,0.0002166108,0.0002477288,0.0003837046,0.00005601553],"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":[0.00007778905,0.00004163255,0.0000962764,0.00002154505,0.000003045652,0.00001526123,0.00003248784,0.00005643111,0.9986028,0.00001333822,0.00001086459,0.001028472],"study_design_scores_gemma":[0.000004411546,0.00009143818,0.0003972093,7.734678e-7,0.000004828392,0.00001393521,0.000006252051,0.0002032902,0.9991575,0.00000622602,0.0001108228,0.000003201953],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582289,0.0005030633,0.03924092,0.00003167923,0.00002766339,0.000183164,0.0003852007,0.0003240919,0.001075375],"genre_scores_gemma":[0.9374008,0.001007516,0.05685802,0.00004679757,0.00002554936,0.0002817261,0.0008191069,0.0004563538,0.003104011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186567,"threshold_uncertainty_score":0.006241322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809330625350443,"score_gpt":0.23987601880536,"score_spread":0.2017827125518555,"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."}}