{"id":"W6990681344","doi":"","title":"Effect of runner and gate configuration on the performance of D-LFT composite parts","year":2013,"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":"","keywords":"Injection moulding; Compounding; Sheet moulding compound; Polypropylene; Nozzle; Composite number; Glass fiber; Plastics extrusion; Process (computing); Compression (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008926851,0.000058265,0.00008945533,0.00001794039,0.0000188398,0.00000902293,0.00004876612,0.00002150564,0.00007549298],"category_scores_gemma":[0.00001380153,0.00003715068,0.0000106932,0.00003788278,0.00003689909,0.00005913688,0.000007304406,0.00005066602,0.00001566595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003484507,"about_ca_system_score_gemma":0.000001888398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003030639,"about_ca_topic_score_gemma":4.350573e-7,"domain_scores_codex":[0.9997052,0.00001689137,0.0000922403,0.00004574404,0.00007350367,0.00006640714],"domain_scores_gemma":[0.9996905,0.0001494359,0.00002521737,0.00009755774,0.00002333887,0.00001399376],"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":[0.00003150933,0.000012142,0.006999312,0.001558324,0.00003700992,4.268526e-7,0.0003974795,0.0133697,0.967189,0.00046457,0.000865095,0.009075431],"study_design_scores_gemma":[0.0001128178,0.0001411894,0.01238572,0.0001050447,0.000006994589,0.000001368023,0.00000290919,0.02463069,0.962441,0.00004695978,0.00008296799,0.00004233571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914396,0.00005501275,0.00001399335,0.00005468536,0.00003623442,0.0001299925,8.96093e-7,0.00002697389,0.008242579],"genre_scores_gemma":[0.9998317,0.00003497564,0.0000440227,0.000007980645,0.00001205698,0.00001616181,9.369458e-7,0.000007934721,0.00004417132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.011261,"threshold_uncertainty_score":0.1514961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005227109999316354,"score_gpt":0.1975837217648577,"score_spread":0.1923566117655414,"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."}}