{"id":"W2328557635","doi":"10.2514/6.2012-1568","title":"Scaling Challenges Encountered with Out-of-Autoclave Prepregs","year":2012,"lang":"en","type":"article","venue":"","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scaling; Autoclave; Materials science; Mechanical engineering; Engineering; Forensic engineering; Metallurgy; Mathematics","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":[0.001339888,0.0006584162,0.0005575226,0.000520452,0.0005233717,0.001012086,0.0007630704,0.0005925015,0.001488669],"category_scores_gemma":[0.002574982,0.0003426211,0.0003287977,0.0003892852,0.000402794,0.001078585,0.000502138,0.0008721412,0.0007818554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003655707,"about_ca_system_score_gemma":0.0004152679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003664844,"about_ca_topic_score_gemma":0.001577584,"domain_scores_codex":[0.9990447,0.0001106019,0.00007548191,0.0001111965,0.0005504818,0.0001075111],"domain_scores_gemma":[0.9971519,0.0007343478,0.0006900809,0.0005254813,0.000788258,0.0001100443],"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":[0.00008476387,0.0001126911,0.001414381,0.000463469,0.00002135664,0.0006441264,0.0004282125,0.002305175,0.9677045,0.0006479642,0.0004731278,0.0257003],"study_design_scores_gemma":[0.00001121742,0.001367087,0.0108183,0.00007949522,0.00008024748,0.002670941,0.0007972165,0.003805678,0.9521523,0.0006345348,0.02754137,0.00004165901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544337,0.004971039,0.03128319,0.0003545588,0.0002454541,0.0001969689,0.0001693765,0.0006365607,0.007709156],"genre_scores_gemma":[0.968873,0.002520181,0.0253593,0.0001198585,0.00006949367,0.00008871295,0.0001469559,0.0002495616,0.002572795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001488669,"threshold_uncertainty_score":0.007086039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0354347770103764,"score_gpt":0.2417413051031287,"score_spread":0.2063065280927523,"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."}}