{"id":"W2989514674","doi":"10.18280/rcma.290308","title":"Experimental Investigation of Tensile Properties in a Glass/Epoxy Sample Manufactured by Vacuum Infusion, Vacuum Bag and Hand Layup Process","year":2019,"lang":"en","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Malek-Ashtar University of Technology","keywords":"Epoxy; Materials science; Composite material; Ultimate tensile strength; Sample (material); Process (computing); Computer science; Chromatography; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308708,0.0002782929,0.0003905973,0.0001798654,0.00008489189,0.00008294302,0.000193924,0.0001369445,0.00002723753],"category_scores_gemma":[0.00006021448,0.0002352924,0.00004309975,0.0001378788,0.0002752819,0.0002576464,0.0001374756,0.0002279301,0.0000108347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202918,"about_ca_system_score_gemma":0.00001346783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006810604,"about_ca_topic_score_gemma":0.00001738262,"domain_scores_codex":[0.9988839,0.0000456721,0.0003470643,0.0003003057,0.0001299742,0.0002931087],"domain_scores_gemma":[0.9993827,0.0001421369,0.00009304186,0.000260321,0.00006365346,0.00005819878],"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":[0.00004338154,0.00005868742,0.02734436,0.001712436,0.00005262522,0.00000522567,0.004241544,0.008379892,0.9564284,0.0000985187,0.0001508448,0.001484093],"study_design_scores_gemma":[0.0004963388,0.0001357125,0.02360855,0.0006857563,0.00001199069,0.00002548024,0.0004634318,0.01543584,0.9567745,0.001829056,0.0002268733,0.0003064086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949606,0.001433548,0.002543824,0.00004330419,0.00008782947,0.0004097278,0.00004449947,0.0003463626,0.0001302831],"genre_scores_gemma":[0.985159,0.0001060198,0.0144686,0.00002140563,0.00001655217,0.00005290624,0.00005109384,0.00004768157,0.000076731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192477,"threshold_uncertainty_score":0.9594946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280991500609625,"score_gpt":0.232740795154104,"score_spread":0.2046416450931415,"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."}}