{"id":"W2761958280","doi":"10.1002/pc.24609","title":"Void content analysis and processing issues to minimize defects in liquid composite molding","year":2017,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Transfer molding; Materials science; Mold; Composite material; Void (composites); Composite number; Molding (decorative); Vinyl ester; Capillary action; Volumetric flow rate; Melt flow index; Polymer","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000745154,0.0003244854,0.0002362747,0.0006132316,0.0001910232,0.0004476119,0.0003088471,0.0002556345,0.0006059686],"category_scores_gemma":[0.001402915,0.000154536,0.000139293,0.0003114663,0.0003020355,0.0004354141,0.0002035614,0.0003168227,0.0001419107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002350748,"about_ca_system_score_gemma":0.0002615098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444964,"about_ca_topic_score_gemma":0.0008071463,"domain_scores_codex":[0.9995307,0.00006494884,0.00002432234,0.00008640239,0.0002516491,0.0000420734],"domain_scores_gemma":[0.9987808,0.000462449,0.0003837842,0.00009457337,0.0002403674,0.00003800638],"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":[0.00008392393,0.00004446519,0.001117324,0.0001188698,0.000003997823,0.0000602316,0.00005989919,0.001059773,0.9701149,0.0001429238,0.00004088238,0.02715272],"study_design_scores_gemma":[0.000002470155,0.0002004865,0.003387068,0.000006708822,0.00001127368,0.00009616192,0.00002501212,0.005251848,0.9902983,0.00005899658,0.0006550204,0.000006667071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8667113,0.001845933,0.1293078,0.00005531678,0.00002980547,0.00007810393,0.00008610215,0.0006738623,0.001211846],"genre_scores_gemma":[0.9368379,0.0004133538,0.06148246,0.00003442853,0.00001108755,0.00003542371,0.0001200387,0.000153044,0.0009123057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000745154,"threshold_uncertainty_score":0.003940761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02981509909618996,"score_gpt":0.2778451496581635,"score_spread":0.2480300505619736,"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."}}