{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008145098,0.00004702454,0.00006671694,0.00005340052,0.00006104746,0.000007854092,0.00004297863,0.00001813801,0.0001603116],"category_scores_gemma":[0.00001566021,0.00005266663,0.000008959941,0.0000919174,0.000009468366,0.0000750094,0.00001874388,0.00007656778,5.345541e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001842386,"about_ca_system_score_gemma":0.000004002186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001609268,"about_ca_topic_score_gemma":2.897669e-7,"domain_scores_codex":[0.9996076,0.00001998402,0.0001075038,0.00006979694,0.0001310063,0.00006407257],"domain_scores_gemma":[0.9998131,0.00008123498,0.000009430439,0.00006672023,0.00001474873,0.00001478162],"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":[0.000007553045,0.000005952233,0.0004015325,0.0001086808,0.000003931058,4.011158e-7,0.0003244608,0.8167471,0.1799266,0.00007366625,0.00003246906,0.002367709],"study_design_scores_gemma":[0.0002942318,0.00003103385,0.001412631,0.00003913623,0.0000128894,0.000001658363,0.00005589722,0.6457442,0.3499986,0.001025016,0.00127502,0.0001097342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851127,0.0001213476,0.01235918,0.00001994452,0.00006657355,0.00006773643,0.000005450034,0.0000917818,0.002155287],"genre_scores_gemma":[0.9987826,0.000008695559,0.001132481,0.00000389739,0.00001462336,0.000007863466,0.00000661599,0.00001354377,0.0000296349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1710028,"threshold_uncertainty_score":0.2147683,"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."}}