{"id":"W2566212428","doi":"","title":"Investigation of Creep Rupture Phenomenon in Glass Fibre Reinforced Polymer (GFRP) Stirrups","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Fibre-reinforced plastic; Creep; Materials science; Composite material; Polymer; Forensic engineering; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00008292007,0.0002561602,0.000494991,0.0001153306,0.00003752496,0.000006306725,0.0003873052,0.0004306565,0.004245904],"category_scores_gemma":[0.00001053314,0.0003076343,0.0001312728,0.0000919667,0.00004439816,0.0003843185,0.00003893072,0.0001940191,0.00001524746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003268152,"about_ca_system_score_gemma":0.00005786369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221141,"about_ca_topic_score_gemma":0.01006146,"domain_scores_codex":[0.9989967,0.00003583385,0.0002148634,0.0002241053,0.0003068531,0.0002216004],"domain_scores_gemma":[0.9991603,0.0000589285,0.0002269096,0.0003486684,0.00009247875,0.0001126531],"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":[0.0003645948,0.00001658087,0.0003636476,0.001026755,0.0001484336,0.0000178415,0.01373919,0.0003076906,0.9663733,0.002756824,0.0004011324,0.01448407],"study_design_scores_gemma":[0.006097099,0.0009844867,0.4390668,0.005113481,0.0009005035,0.00000543145,0.02716888,0.006620922,0.5102419,0.0002271069,0.000558734,0.003014677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632011,0.001255957,0.0004547396,0.00007835966,0.0003070987,0.0003088763,0.00004837349,0.0001236331,0.03422185],"genre_scores_gemma":[0.9859374,0.0002105314,0.0008766197,0.000003633436,0.00003180635,7.613046e-7,0.0002625782,0.00003992985,0.01263676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4561314,"threshold_uncertainty_score":0.9999376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088870287685958,"score_gpt":0.2144132378703796,"score_spread":0.20352453499352,"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."}}