{"id":"W4248974154","doi":"10.1106/83vn-u0ma-d8q6-bhdj","title":"Predicting Shrinkage in Polyester Reinforced by Glass Fabrics","year":2000,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Shrinkage; Materials science; Composite material; Fabric structure; Composite number; Curing (chemistry); Composite laminates; Interlacing; Polyester resin; Curvature; Polyester; Woven fabric; Geometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002364061,0.0007521915,0.0003465749,0.0006670782,0.0001131649,0.0002431051,0.000204678,0.0004428694,0.000486856],"category_scores_gemma":[0.0004585915,0.0003370105,0.0005095155,0.0003117729,0.00014916,0.0002749518,0.0001774996,0.000256086,0.0002178483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001997929,"about_ca_system_score_gemma":0.0002273395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002280851,"about_ca_topic_score_gemma":0.003011719,"domain_scores_codex":[0.9998899,0.0000109972,0.000005411893,0.00002870825,0.00004761369,0.00001748982],"domain_scores_gemma":[0.9997862,0.0001057325,0.00004675025,0.00001728888,0.00002771993,0.00001628418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004389258,0.0001604115,0.02264088,0.0001506782,0.00004372053,0.0003013231,0.00008720483,0.6356982,0.2921313,0.0001334763,0.0001564716,0.04805744],"study_design_scores_gemma":[0.000005810211,0.0001461893,0.01742163,0.00000603731,0.00001171655,0.00007750688,0.00001593887,0.9347441,0.04733228,0.00005400073,0.0001714656,0.00001332445],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9719111,0.0001490028,0.02691177,0.000007406333,0.000008572059,0.00001792609,0.00009896125,0.0004203253,0.0004747896],"genre_scores_gemma":[0.993755,0.0001266025,0.005441989,0.000003122055,0.000001956809,0.00001175429,0.0001333799,0.00003374528,0.0004924153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002280851,"threshold_uncertainty_score":0.004535139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01113811606126062,"score_gpt":0.2550123857210154,"score_spread":0.2438742696597548,"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."}}