{"id":"W1975737730","doi":"10.1177/0731684405050404","title":"New Remeshing Applications in Resin Transfer Molding","year":2005,"lang":"en","type":"article","venue":"Journal of Reinforced Plastics and Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Transfer molding; Mold; Computer science; Molding (decorative); Process (computing); Mechanical engineering; Flow (mathematics); Metric (unit); Engineering drawing; Materials science; Engineering; Composite material; Mechanics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007893454,0.00009177953,0.0001536293,0.0001582864,0.00003513837,0.00006586535,0.0001042254,0.00004638941,0.000009903662],"category_scores_gemma":[0.00002022201,0.00008405033,0.00002929047,0.0001305083,0.000009787711,0.000204767,0.000008998934,0.0002088088,0.000001281968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003025977,"about_ca_system_score_gemma":0.00002399018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002708815,"about_ca_topic_score_gemma":0.00001352431,"domain_scores_codex":[0.999375,0.000004196644,0.0003312754,0.00004816486,0.0001195411,0.000121863],"domain_scores_gemma":[0.9996012,0.0001837372,0.00003595561,0.00005346574,0.00003887496,0.00008680927],"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":[0.00002211702,0.000004512814,0.001983607,0.000109942,0.00003015463,0.000006247899,0.0004009609,0.9499785,0.04008224,0.002300255,0.0003194669,0.004761975],"study_design_scores_gemma":[0.003068611,0.000310821,0.009632865,0.001648144,0.0001670863,0.0003411707,0.000365566,0.4926589,0.4403948,0.0009380828,0.04953434,0.0009396741],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7469409,0.002345135,0.2496797,0.00007783392,0.00006103245,0.00005953903,0.00000121264,0.00003242946,0.0008022271],"genre_scores_gemma":[0.9804233,0.0005257276,0.01880244,0.00001255103,0.0001635826,8.040304e-7,8.059194e-7,0.00001381816,0.00005691996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4573197,"threshold_uncertainty_score":0.3427473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006437820812895839,"score_gpt":0.2053542140116611,"score_spread":0.1989163931987652,"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."}}