{"id":"W4402764308","doi":"10.36602/ijeit.v7i2.180","title":"Single Curvature Bending of Structural Stitched Textile Reinforcements Part I: Experimental Work","year":2024,"lang":"en","type":"article","venue":"المجلة الدولية للعلوم الهندسية وتقنية المعلومات.","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bending; Curvature; Textile; Work (physics); Reinforcement; Materials science; Composite material; Structural engineering; Engineering; Mechanical engineering; Geometry; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002404889,0.0007307195,0.0007457484,0.0003560742,0.0001538348,0.0002611938,0.0007448525,0.0004105859,0.002454993],"category_scores_gemma":[0.00005516555,0.0007175966,0.0003889441,0.00100633,0.0001478432,0.00064741,0.0002617758,0.000771721,0.0003184683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003552526,"about_ca_system_score_gemma":0.00005246473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000173884,"about_ca_topic_score_gemma":0.000003040194,"domain_scores_codex":[0.9962926,0.00006703112,0.001071063,0.0007155435,0.000889295,0.0009644637],"domain_scores_gemma":[0.9983641,0.0002159408,0.0001190238,0.000850077,0.00008565358,0.0003652275],"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":[0.0001243678,0.0001356014,0.00112594,0.000525683,0.0004910394,0.0001254222,0.001386004,0.006576373,0.9589936,0.00880534,0.01070329,0.01100738],"study_design_scores_gemma":[0.001119715,0.0004387266,0.001202311,0.001357933,0.0002859556,0.00006008749,0.0003128016,0.01858853,0.940777,0.0007990925,0.03339533,0.001662499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713662,0.00973313,0.001730539,0.00009439882,0.005073115,0.0008028657,0.0001329096,0.001877744,0.009189134],"genre_scores_gemma":[0.9963517,0.00003096214,0.001787986,0.00005640895,0.0005165599,0.00007961311,0.000152027,0.0001988407,0.0008258738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02498556,"threshold_uncertainty_score":0.9995275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02084904599533503,"score_gpt":0.2582847583219434,"score_spread":0.2374357123266083,"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."}}