{"id":"W2318500736","doi":"10.3166/rcma.21.173-191","title":"A fast numerical approach to the flow tracking applied to the simulation of resin transfer moulding","year":2011,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flow (mathematics); Tracking (education); Injection moulding; Materials science; Computer science; Mechanics; Composite material; Physics; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118489,0.0008161036,0.00107323,0.0009919669,0.001528292,0.001298995,0.001726121,0.002161549,0.003602266],"category_scores_gemma":[0.003974216,0.0009291508,0.001135157,0.0009352623,0.001290054,0.000953083,0.001495403,0.0020037,0.0006597935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009069675,"about_ca_system_score_gemma":0.00198328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009390865,"about_ca_topic_score_gemma":0.004575769,"domain_scores_codex":[0.9995758,0.0001277965,0.00002348738,0.00003939275,0.0001818382,0.00005175206],"domain_scores_gemma":[0.9986444,0.0007374001,0.00008022694,0.0001194391,0.0003330408,0.00008537297],"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":[0.00005566602,0.00006751989,0.000274079,0.00005630661,0.00002386185,0.00006859076,0.00005870846,0.9455962,0.00539744,0.02467891,0.0005396692,0.0231831],"study_design_scores_gemma":[0.000007348519,0.000007620067,0.00001958062,0.000002201136,0.000001540411,0.000004392482,0.000002099013,0.9984618,0.0003815819,0.0007569594,0.000351824,0.000002889522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0142679,0.0001710172,0.9811368,0.0001352638,0.0001713025,0.0001031507,0.00003954393,0.0006114469,0.003363628],"genre_scores_gemma":[0.3696991,0.0006165977,0.6198024,0.000187892,0.0001805146,0.0007196511,0.0001851263,0.0006354473,0.00797321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009390865,"threshold_uncertainty_score":0.01867241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110080754481791,"score_gpt":0.279227167256211,"score_spread":0.16914641277442,"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."}}