{"id":"W2988077376","doi":"10.5267/j.esm.2019.10.004","title":"Performance of perforated FRP stub beams subject to static transverse actions","year":2019,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coventry University","keywords":"Stub (electronics); Transverse plane; Structural engineering; Fibre-reinforced plastic; Materials science; Engineering; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705395,0.000362868,0.0002491477,0.0002563914,0.0002003828,0.0001212436,0.0002362365,0.0002915951,0.002442369],"category_scores_gemma":[0.0005216805,0.000240622,0.0002143436,0.0001521752,0.0003465926,0.0002248267,0.0002642142,0.0001811108,0.0004242721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573717,"about_ca_system_score_gemma":0.0001548003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007817749,"about_ca_topic_score_gemma":0.001656507,"domain_scores_codex":[0.9997814,0.0000170766,0.00001215876,0.00003601496,0.0001094624,0.00004393421],"domain_scores_gemma":[0.9995839,0.0001259638,0.0000839233,0.00007036707,0.00009067334,0.00004515741],"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":[0.0001406045,0.00002366723,0.001540671,0.00002719617,0.000004471542,0.00005943294,0.0001217322,0.001565365,0.9933148,0.00001776901,0.00001410704,0.003170192],"study_design_scores_gemma":[0.000005658305,0.001903389,0.02639432,0.000009189348,0.00001229755,0.0001121594,0.0001496137,0.003179903,0.9678053,0.00001938965,0.0003991779,0.000009558053],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988869,0.00005815075,0.0007871713,0.000002674534,0.000002655629,0.000004834053,0.00005062874,0.00001487951,0.0001921908],"genre_scores_gemma":[0.9976439,0.0001183609,0.0009136603,0.000004685903,0.000002264991,0.00001282656,0.0001245806,0.00001163242,0.001168062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442369,"threshold_uncertainty_score":0.008170485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008590226002938106,"score_gpt":0.213093939560307,"score_spread":0.2045037135573689,"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."}}