{"id":"W4392520643","doi":"10.1061/9780784485323.038","title":"Characterization of the Long-Term Tensile Stiffness of Geogrids at the Serviceability Limit of Strain","year":2024,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Solmax (Canada)","funders":"","keywords":"Serviceability (structure); Stiffness; Ultimate tensile strength; Structural engineering; Materials science; Tensile strain; Limit (mathematics); Term (time); Composite material; Engineering; Mathematics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978409,0.0002777499,0.0001876333,0.001198561,0.0001604219,0.0004221578,0.0003429356,0.0003185175,0.001301326],"category_scores_gemma":[0.001630553,0.0001266263,0.0001418407,0.0005564695,0.0003717639,0.0005309251,0.0002494915,0.0002350547,0.000486653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002377309,"about_ca_system_score_gemma":0.0002237814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780817,"about_ca_topic_score_gemma":0.005017023,"domain_scores_codex":[0.9997547,0.0000229259,0.00001546321,0.0000493595,0.0001341463,0.00002335459],"domain_scores_gemma":[0.998557,0.0004164832,0.0002429222,0.0002143773,0.0005127579,0.00005638006],"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":[0.0004628705,0.00008741999,0.08887315,0.0003653486,0.0000357209,0.0004963766,0.0009759425,0.06991383,0.7119387,0.001821177,0.0004550919,0.1245744],"study_design_scores_gemma":[0.00001082531,0.0007093933,0.4120874,0.0000744519,0.00004577868,0.0008151147,0.00124019,0.1543924,0.4240476,0.001258227,0.005202044,0.0001165853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289865,0.0002141002,0.06566305,0.00002069645,0.00001204029,0.00003159481,0.0004401375,0.0002535844,0.004378268],"genre_scores_gemma":[0.9944499,0.00009071481,0.004477794,0.000004001266,0.000001806021,0.00001168901,0.00023838,0.00002932325,0.0006964493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780817,"threshold_uncertainty_score":0.004353344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007705610919701052,"score_gpt":0.1961741675499284,"score_spread":0.1884685566302274,"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."}}