{"id":"W2883768130","doi":"10.1016/j.engstruct.2018.06.089","title":"Evaluation of the flexural strength and serviceability of concrete beams reinforced with different types of GFRP bars","year":2018,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Serviceability (structure); Materials science; Structural engineering; Deflection (physics); Flexural strength; Cracking; Composite material; Glass fiber; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002933029,0.0003272934,0.0001563473,0.0004855014,0.0001614813,0.00008890119,0.000263084,0.000403075,0.0009159318],"category_scores_gemma":[0.0006327424,0.0001712914,0.0002722475,0.0002901116,0.0002734851,0.0002357428,0.0001389829,0.0002052847,0.000144357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698734,"about_ca_system_score_gemma":0.0001876029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655606,"about_ca_topic_score_gemma":0.002712007,"domain_scores_codex":[0.9997889,0.00002393971,0.000008780408,0.00003311581,0.0001109256,0.00003419564],"domain_scores_gemma":[0.9995469,0.0001450938,0.0000856309,0.0000349406,0.0001360971,0.00005121067],"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":[0.0002733389,0.00004216951,0.003541712,0.00003476142,0.00001243963,0.00006705769,0.00005520363,0.003889756,0.9879215,0.00006475999,0.00001502683,0.004082212],"study_design_scores_gemma":[0.00001103689,0.001186868,0.05768939,0.00000579619,0.00004268525,0.0001296551,0.00008283057,0.01726504,0.9231797,0.00005559529,0.0003366564,0.00001477111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989324,0.00005505864,0.0007571054,0.000003149649,0.000001527928,0.000002556817,0.00003584364,0.000009094475,0.0002031973],"genre_scores_gemma":[0.99925,0.00004014972,0.000334216,0.000001366145,9.049579e-7,0.00000252015,0.00005272621,0.000002928981,0.000315147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001655606,"threshold_uncertainty_score":0.003291905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008414148700731856,"score_gpt":0.219703855588202,"score_spread":0.2112897068874702,"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."}}