{"id":"W2981946423","doi":"10.1177/0021998319883934","title":"Experimental study of void evolution in partially impregnated prepregs","year":2019,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Compaction; Porosity; Void (composites); Epoxy; Composite number; Interconnectivity; Composite laminates; Air permeability specific surface","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":[0.0002233195,0.0002719832,0.0002450436,0.0002164844,0.0001867845,0.0001407428,0.0002464557,0.000270176,0.0007151731],"category_scores_gemma":[0.0004300233,0.0001681837,0.0001444478,0.0002038965,0.0002515971,0.0002001169,0.0001508878,0.000363643,0.0000990484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001370561,"about_ca_system_score_gemma":0.0001052917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003556537,"about_ca_topic_score_gemma":0.0008852429,"domain_scores_codex":[0.9998272,0.00001511997,0.00001231108,0.00004950078,0.00005884718,0.00003704758],"domain_scores_gemma":[0.9994587,0.0001676587,0.0001612238,0.00007449251,0.00009670764,0.00004120094],"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":[0.00004692009,0.00001739736,0.0002436729,0.00004749962,0.000001863461,0.00004637138,0.0000479696,0.0003475732,0.9980226,0.00002112293,0.000009854712,0.001147203],"study_design_scores_gemma":[0.00000200883,0.0004204166,0.003792468,0.000003867655,0.000007904838,0.00006127432,0.00002530786,0.001090498,0.9941909,0.00001095827,0.0003896557,0.000004656681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969337,0.0002103361,0.002441602,0.000004432106,0.000006191184,0.00001455684,0.00008996319,0.00005639522,0.0002427601],"genre_scores_gemma":[0.9949404,0.0001491104,0.004331002,0.000006209907,0.000003802174,0.00002125597,0.0000840612,0.00002699656,0.0004371233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007151731,"threshold_uncertainty_score":0.002392471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008010315215330476,"score_gpt":0.2466736088085397,"score_spread":0.2386632935932093,"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."}}