{"id":"W2048488674","doi":"10.3139/217.2166","title":"Melting Quality of Polymers in Internal Mixer Diagnosed by Ultrasound","year":2009,"lang":"en","type":"article","venue":"International Polymer Processing","topic":"Polymer crystallization and properties","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University","funders":"National Science Council","keywords":"Materials science; Ultrasonic sensor; Low-density polyethylene; Rotational speed; Composite material; Polymer; Phase (matter); Mixing (physics); Ultrasound; Rotation (mathematics); Acoustics; Mechanical engineering; Computer science","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":[0.0004939568,0.0002330276,0.0003377699,0.0006726647,0.0001821433,0.000452428,0.0001428615,0.0002995398,0.001166668],"category_scores_gemma":[0.0008863862,0.0001824115,0.0002174126,0.0002923428,0.0003204262,0.0002832245,0.0002059332,0.0004130807,0.0003039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001978332,"about_ca_system_score_gemma":0.0001100373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002537847,"about_ca_topic_score_gemma":0.0001981974,"domain_scores_codex":[0.9997312,0.00003644983,0.00001626548,0.00006160909,0.0001163639,0.00003819428],"domain_scores_gemma":[0.9995702,0.0001270153,0.0001300101,0.0000371938,0.00009909489,0.00003648095],"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":[0.0002616567,0.0000165776,0.004121023,0.00003298696,0.000004935477,0.00008844208,0.00006720226,0.0001779902,0.9894924,0.000063283,0.00002653771,0.005646984],"study_design_scores_gemma":[0.000009622633,0.0002565956,0.01364171,0.000007085,0.00002590772,0.0002578287,0.00005067491,0.003340514,0.9819816,0.00003911435,0.0003781457,0.00001130484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862179,0.0006709191,0.01196057,0.00001696704,0.00001474125,0.0000134512,0.00007561508,0.0001504441,0.0008793811],"genre_scores_gemma":[0.9953077,0.0001287391,0.003804718,0.000006957474,0.000003984994,0.000007740762,0.00009267824,0.00002364284,0.0006236982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001166668,"threshold_uncertainty_score":0.003902912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01974078777617847,"score_gpt":0.3025501551666385,"score_spread":0.28280936739046,"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."}}