{"id":"W7132537811","doi":"","title":"Simulation and validation of 3D compression resin transfer moulding","year":2022,"lang":"en","type":"article","venue":"NPARC","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thermosetting polymer; Transfer molding; Process (computing); Work (physics); Compaction; Composite number; Compression (physics); Flow (mathematics)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0004220021,0.0006007382,0.0005811966,0.0005528234,0.000477796,0.0007479856,0.001152687,0.001747475,0.003826813],"category_scores_gemma":[0.001295001,0.0004065192,0.0007281541,0.0004560848,0.0007250361,0.0003794282,0.0006045348,0.000585833,0.0003718763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007049375,"about_ca_system_score_gemma":0.0009098423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007956761,"about_ca_topic_score_gemma":0.005595756,"domain_scores_codex":[0.9997179,0.00005269152,0.00001267556,0.00003395793,0.0001294637,0.00005343357],"domain_scores_gemma":[0.999377,0.0003779337,0.00005280553,0.00005866869,0.00009468932,0.00003897552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003028336,0.00003505565,0.0006034904,0.00004307743,0.000007775133,0.00005990002,0.00004554016,0.9941141,0.002501297,0.0006390051,0.0001145139,0.001805974],"study_design_scores_gemma":[0.000009090759,0.00002986883,0.0003460906,0.000005819949,0.000002562944,0.00001239588,0.00001790871,0.9975705,0.001487089,0.0001246255,0.0003885133,0.000005562313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8702522,0.0003783499,0.09861945,0.0002751276,0.0001088759,0.0003474017,0.001848384,0.001285343,0.02688486],"genre_scores_gemma":[0.9644269,0.0001825503,0.03162775,0.00004451579,0.000006829121,0.0002098823,0.000598497,0.00009096485,0.002812165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007956761,"threshold_uncertainty_score":0.01582092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430116019721899,"score_gpt":0.2624227982691457,"score_spread":0.2381216380719267,"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."}}