{"id":"W4308864548","doi":"10.5267/j.esm.2022.9.001","title":"The effect of stacking sequence and fiber orientation on tensile and flexural strength of fiber reinforced composite fabricated by VARTM process","year":2022,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Erosion and Abrasive Machining","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Flexural strength; Aramid; Ultimate tensile strength; Composite number; Stacking; Fiber; Epoxy","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":[0.0002206099,0.00009400939,0.0001191118,0.00002056245,0.0001462917,0.00001229758,0.00008385123,0.00001789121,0.0000665773],"category_scores_gemma":[0.00004981094,0.00007348597,0.0000165278,0.0001381796,0.00002212236,0.00005816098,0.000112872,0.0001273279,0.00000138829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003620842,"about_ca_system_score_gemma":0.000002736665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000157822,"about_ca_topic_score_gemma":3.120094e-7,"domain_scores_codex":[0.9993417,0.00003440536,0.0001487413,0.0001381174,0.0002119538,0.0001251231],"domain_scores_gemma":[0.9996189,0.0001534567,0.00008926495,0.00009520756,0.000006347618,0.00003675524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000570094,0.000007796038,0.0004197368,0.00005471007,0.00001425714,0.000001492748,0.0007218824,0.3056645,0.6876003,0.0002603015,0.0000884601,0.005109523],"study_design_scores_gemma":[0.0004701988,0.0005606727,0.0004379213,0.00004089218,0.00001747801,0.000008472849,0.0001151692,0.507939,0.4897686,0.00001750683,0.0004799317,0.000144123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989769,0.00003453216,0.000656346,0.00001832875,0.00004899004,0.0001504385,0.00001744987,0.00002352293,0.0000735298],"genre_scores_gemma":[0.9996245,0.00000710754,0.0001549629,0.00001413743,0.000003070561,0.00001438343,0.00001237444,0.00001108445,0.0001583955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2022745,"threshold_uncertainty_score":0.2996671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005064286516067798,"score_gpt":0.2299662680019648,"score_spread":0.224901981485897,"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."}}