{"id":"W4303614140","doi":"10.3390/buildings12101589","title":"Material Characterization of Locally Available Textile Fabrics for Structural Applications","year":2022,"lang":"en","type":"article","venue":"Buildings","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Textile; Ultimate tensile strength; Yarn; Materials science; Composite material; Plain weave; Fiber; Fiber type; Fabric structure; Characterization (materials science); Structural engineering; Engineering; Nanotechnology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004957529,0.00007825502,0.0001252391,0.00005143736,0.0001308327,0.00001872341,0.0001427785,0.00002256866,0.001709737],"category_scores_gemma":[0.00000326914,0.00008181045,0.00005634684,0.0001985629,0.00001430721,0.00007483926,0.00004085231,0.00004745949,0.000003479994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003119238,"about_ca_system_score_gemma":0.000008339392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009151478,"about_ca_topic_score_gemma":3.817833e-7,"domain_scores_codex":[0.9994882,0.000006993646,0.0001733354,0.0001129957,0.00009809585,0.0001204341],"domain_scores_gemma":[0.9997638,0.00001141633,0.0000519403,0.0001129201,0.00003523974,0.00002467931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002899938,0.000002276894,0.00012156,0.0001220506,0.00005062979,2.200205e-7,0.0001009218,0.009189893,0.9719976,0.003653297,0.0008192471,0.01391329],"study_design_scores_gemma":[0.0005405168,0.0001103961,0.0009732133,0.0000082079,0.0001380065,0.00001544662,0.00009406267,0.2709682,0.1602524,0.001016139,0.5653786,0.0005047798],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858447,0.00002028939,0.0126309,0.00002060833,0.0001843517,0.0002822455,0.0004413081,0.0001071672,0.0004684],"genre_scores_gemma":[0.9975377,0.000007412375,0.001296526,0.00002604408,0.0001007503,0.0002022149,0.0003468354,0.00001610617,0.0004664345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8117452,"threshold_uncertainty_score":0.9992028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005884562359523666,"score_gpt":0.1899591803660271,"score_spread":0.1840746180065035,"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."}}