{"id":"W1973620112","doi":"10.1002/pc.22290","title":"Capillary effects in vacuum‐assisted resin transfer molding with natural fibers","year":2012,"lang":"en","type":"article","venue":"Polymer Composites","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Secretaria de Ciencia y Tecnica, Universidad de Buenos Aires; Consejo Nacional de Investigaciones Científicas y Técnicas; Government of Canada","keywords":"Materials science; Transfer molding; Composite material; Capillary action; Capillary pressure; Composite number; Permeability (electromagnetism); Porosity; Void (composites); Molding (decorative); Porous medium; Mold","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006678412,0.0002436215,0.0002387258,0.0001748915,0.00005535898,0.0000413476,0.0001540532,0.00007517931,0.00001863946],"category_scores_gemma":[0.000005766936,0.0002143622,0.00004114187,0.0003425466,0.00003966,0.0003118073,0.00001859273,0.0002520826,0.00001819892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000627067,"about_ca_system_score_gemma":0.00001036814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005053033,"about_ca_topic_score_gemma":0.00004044974,"domain_scores_codex":[0.9989291,0.00003718238,0.0001782591,0.0001638819,0.0001827386,0.0005087706],"domain_scores_gemma":[0.9994636,0.0002138959,0.00001194292,0.0001869119,0.00001390236,0.0001097252],"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":[0.00008109873,0.00008908758,0.1027317,0.0009741492,0.0001471599,0.00005356217,0.001757681,0.001141045,0.8904941,0.000269484,0.000228953,0.00203199],"study_design_scores_gemma":[0.0005225595,0.00002892332,0.07907922,0.0002979466,0.00003632818,0.00005733964,0.00002317702,0.001036936,0.9184485,0.00000785546,0.0001137411,0.0003474557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9543114,0.0436905,0.0002701434,0.00005293107,0.0002841962,0.0001464086,0.00000176225,0.0003507113,0.0008919574],"genre_scores_gemma":[0.9986326,0.00003769499,0.001002881,0.00005243195,0.00009573517,0.00002571481,0.000009068962,0.00006863644,0.00007520204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04432124,"threshold_uncertainty_score":0.8741438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005725169389952905,"score_gpt":0.1968903612717778,"score_spread":0.1911651918818249,"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."}}