{"id":"W2059022813","doi":"10.1016/j.compscitech.2010.12.009","title":"Measuring the impregnation of an out-of-autoclave prepreg by micro-CT","year":2010,"lang":"en","type":"article","venue":"Composites Science and Technology","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":149,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Autoclave; Composite material; Void (composites); Porosity; Microstructure; Metallurgy","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":[0.0002260549,0.00006746138,0.00009526794,0.0001715485,0.00009092823,0.00002234011,0.000506605,0.00004686024,0.00000192201],"category_scores_gemma":[0.0000988055,0.00005250976,0.000008364466,0.0004716033,0.0009152649,0.0001767535,0.00009676933,0.000159483,0.000001027722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000904045,"about_ca_system_score_gemma":0.00002791011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005532578,"about_ca_topic_score_gemma":0.00002185614,"domain_scores_codex":[0.9994394,0.000003808316,0.0001269355,0.0001495098,0.0001390489,0.0001412958],"domain_scores_gemma":[0.999458,0.00003618121,0.00004500407,0.0002950501,0.0001431713,0.00002261494],"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":[6.455989e-7,0.0000104578,0.00282791,0.00003385288,0.000004167382,2.942809e-7,0.0001210569,0.00006181677,0.9880881,0.0005211962,0.00001123348,0.008319226],"study_design_scores_gemma":[0.00005682213,0.00003259422,0.0007297884,0.00002172643,0.000005033892,0.00001667591,0.00003788552,0.004616589,0.9932849,0.0009177849,0.0002229858,0.00005726084],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980726,0.0006464254,0.0003043567,0.0001125973,0.0001311314,0.00009232178,0.00000215745,0.0001519171,0.0004865266],"genre_scores_gemma":[0.998134,0.00002225883,0.001814493,0.000003564503,0.000006287397,0.000006961651,5.059313e-7,0.000006171906,0.000005712116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008261965,"threshold_uncertainty_score":0.3372332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009871567766726028,"score_gpt":0.2301377226924675,"score_spread":0.2202661549257415,"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."}}