{"id":"W2124643318","doi":"10.1061/(asce)cc.1943-5614.0000039","title":"Investigating a Structural Form System for Concrete Girders Using Commercially Available GFRP Sheet-Pile Sections","year":2009,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Fibre-reinforced plastic; Materials science; Flange; Pultrusion; Composite material; Girder; Structural engineering; Flexural strength; Failure mode and effects analysis; Slippage; Mortar; Bond strength; Delamination (geology); Shear (geology); Adhesive; Layer (electronics)","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":[0.0002698509,0.0003557218,0.0001505372,0.00028248,0.0001022276,0.000159596,0.0003374136,0.0003358837,0.0007719278],"category_scores_gemma":[0.0004567197,0.0001997447,0.0002783901,0.0001124042,0.0001984913,0.0002848273,0.0002932543,0.0001874616,0.0002831989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009276866,"about_ca_system_score_gemma":0.000142992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000252073,"about_ca_topic_score_gemma":0.001097048,"domain_scores_codex":[0.9997784,0.0000460068,0.000009249837,0.00004296033,0.0000968161,0.0000264978],"domain_scores_gemma":[0.9997517,0.00005991428,0.00006473937,0.00005115219,0.00004960588,0.00002289501],"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":[0.00006702694,0.00008200611,0.007807934,0.0001166294,0.0000145076,0.0002007833,0.0001321081,0.01623833,0.9534813,0.0002767049,0.0000463552,0.02153631],"study_design_scores_gemma":[0.00002768332,0.008113505,0.08145308,0.0000370926,0.00009889793,0.002211013,0.000419077,0.07538601,0.8228036,0.0003055444,0.009099191,0.00004540941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866326,0.00006746953,0.01261141,0.000006423958,0.00000455592,0.00003202863,0.00002314309,0.00004070456,0.0005816451],"genre_scores_gemma":[0.979663,0.00008502517,0.01932008,0.000004454681,0.000002279399,0.00001656852,0.00008294831,0.00001067614,0.000815083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007719278,"threshold_uncertainty_score":0.002582371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917738549345177,"score_gpt":0.2468685591440837,"score_spread":0.2276911736506319,"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."}}