{"id":"W1980838773","doi":"10.1016/s0141-0296(02)00081-0","title":"Seismic rehabilitation of beam–column joint using GFRP sheets","year":2002,"lang":"en","type":"article","venue":"Engineering Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":238,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Brittleness; Structural engineering; Fibre-reinforced plastic; Failure mode and effects analysis; Joint (building); Materials science; Beam (structure); Shear (geology); Composite material; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004977127,0.0002686487,0.000307364,0.0002303073,0.00003561689,0.00002770553,0.0001743882,0.0001355393,0.0002873555],"category_scores_gemma":[0.00009174178,0.0002876051,0.0001264867,0.0002457839,0.00004178851,0.0001896682,0.00003044864,0.0002336857,0.0000060273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285713,"about_ca_system_score_gemma":0.000004638516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002551282,"about_ca_topic_score_gemma":7.48125e-8,"domain_scores_codex":[0.9988414,0.000007546545,0.0003923678,0.0001877699,0.0002450261,0.0003258733],"domain_scores_gemma":[0.9994175,0.00006446098,0.00005377417,0.0003304537,0.00004635832,0.00008740427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000001257994,2.482339e-7,0.00005133079,0.0001245484,0.00002803685,0.000002177442,0.0003168683,0.8824914,0.1148368,0.0001432659,0.0001359142,0.001868194],"study_design_scores_gemma":[0.000281701,0.00004985985,0.0110835,0.00005873265,0.00003848543,0.00004247259,0.00003494286,0.8717391,0.1158549,0.00009460076,0.0003482936,0.0003734016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826429,0.0004807096,0.01521467,0.00001438916,0.0007706829,0.0001975314,0.00001521367,0.0004865096,0.0001773287],"genre_scores_gemma":[0.961202,0.000009387087,0.03857826,0.000008320605,0.0001052267,0.00000740284,0.000005397686,0.00006698899,0.00001705915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02336359,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171396324960155,"score_gpt":0.2024116769332132,"score_spread":0.1906977136836117,"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."}}