{"id":"W2513330974","doi":"10.1061/(asce)cc.1943-5614.0000738","title":"Evaluation of Physical and Durability Characteristics of New Headed Glass Fiber–Reinforced Polymer Bars for Concrete Structures","year":2016,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Durability; Composite material; Ultimate tensile strength; Bar (unit); Glass fiber; Scanning electron microscope; Christian ministry; Compressive strength","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002932641,0.0001741732,0.0005014666,0.0001364323,0.00003482517,0.00001613863,0.0001108112,0.00009688656,0.00002449813],"category_scores_gemma":[0.0001937833,0.0001298438,0.0002016802,0.00007118055,0.0001741717,0.0003064262,0.00001317217,0.00008067278,1.667268e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013467,"about_ca_system_score_gemma":0.0001084786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004256849,"about_ca_topic_score_gemma":1.075945e-7,"domain_scores_codex":[0.9985845,0.00003236802,0.000715777,0.0001016131,0.000410228,0.0001554989],"domain_scores_gemma":[0.997958,0.0003526106,0.0005891107,0.0001385099,0.0008617258,0.0001000549],"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":[0.000283257,2.487834e-7,0.0002432265,0.0000975923,0.0001315888,9.042117e-8,0.0001243611,0.0003430851,0.8510568,0.001010866,0.00001508825,0.1466938],"study_design_scores_gemma":[0.003058927,0.0005304556,0.004892493,0.0001251911,0.000618515,0.0001082043,0.00003491116,0.01561558,0.9733762,0.001440177,0.00004344921,0.0001558847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830544,0.0001501412,0.01574488,0.00003564817,0.0004294255,0.0004482242,0.00009797223,0.00001759776,0.00002174037],"genre_scores_gemma":[0.9898778,0.00001106911,0.009852039,0.000002744059,0.0002060971,0.000005496189,0.0000074335,0.00001924118,0.00001808079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465379,"threshold_uncertainty_score":0.5294877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789523209065494,"score_gpt":0.2643406043882693,"score_spread":0.2464453722976143,"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."}}