{"id":"W4308808792","doi":"10.46519/ij3dptdi.1098903","title":"NUMERICAL AND EXPERIMENTAL INVESTIGATION OF THE EFFECT OF DELAMINATION DEFECT AT MATERIALS OF POLYETHYLENE TEREPHTHALATE (PET)PRODUCED BY ADDITIVE MANUFACTURING ON FLEXURAL RESISTANCE","year":2022,"lang":"en","type":"article","venue":"International Journal of 3D Printing Technologies and Digital Industry","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Polyethylene terephthalate; Materials science; Flexural strength; Composite material; Delamination (geology); Layer (electronics); Polyethylene; Polymer","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":[0.0002305084,0.000142017,0.0002426984,0.0001721105,0.00006081399,0.00002777407,0.0003544144,0.0001007527,0.000009400816],"category_scores_gemma":[0.0003483683,0.000109234,0.00006142041,0.00007296336,0.0002388003,0.0001507019,0.0005190605,0.0004237299,8.485694e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001003914,"about_ca_system_score_gemma":0.000008137649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004439525,"about_ca_topic_score_gemma":1.114164e-7,"domain_scores_codex":[0.9989814,0.00004008574,0.0004306813,0.0001340921,0.000306332,0.0001074718],"domain_scores_gemma":[0.9990413,0.0002158861,0.0005456066,0.0001340511,0.00004932826,0.0000138262],"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":[0.0006426452,0.00008339708,0.02410115,0.0002287144,0.000688259,0.00003553485,0.0004164811,0.002473844,0.8771735,0.0004662951,0.0003564061,0.09333374],"study_design_scores_gemma":[0.0003203646,0.000269267,0.00565292,0.0001834057,0.00001236409,0.0000785919,0.0004381391,0.00003711118,0.9925742,0.0002974768,0.00004702861,0.00008920142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990523,0.0002048885,0.00002875671,0.0001448836,0.0001858438,0.00009463854,0.0001054491,0.00008104379,0.0001021451],"genre_scores_gemma":[0.9997564,0.00001657941,0.000166871,0.000002666233,0.00001424519,0.000007839583,0.000005299738,0.00001268701,0.00001740458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154006,"threshold_uncertainty_score":0.4454434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008080100394985046,"score_gpt":0.2238627416174979,"score_spread":0.2157826412225128,"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."}}