{"id":"W2236097927","doi":"10.1139/l11-066","title":"Seismic performance of exterior beam–column joints reinforced with glass fibre reinforced polymer bars and stirrups","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fibre-reinforced plastic; Reinforcement; Structural engineering; Beam (structure); Materials science; Reinforced concrete; Joint (building); Tension (geology); Composite material; Compression (physics); Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001180364,0.0003129963,0.000453959,0.000511648,0.0000553185,0.00004034607,0.000293626,0.0001334221,0.0002059115],"category_scores_gemma":[0.00003001281,0.0003021458,0.00009235279,0.0002814472,0.00008889352,0.0005897983,0.00001681999,0.0003879703,0.00000281288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549793,"about_ca_system_score_gemma":0.0002581418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006070292,"about_ca_topic_score_gemma":0.0002086967,"domain_scores_codex":[0.9985409,0.000005349817,0.0005851992,0.0001223794,0.0002253083,0.0005208153],"domain_scores_gemma":[0.9987171,0.00002550182,0.0001697308,0.0002541097,0.0001395059,0.0006940201],"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":[0.00009570351,2.29691e-7,0.001618207,0.0005125655,0.0002615105,0.0002551459,0.002165173,0.9484196,0.0440661,0.0001727408,0.0001326317,0.002300341],"study_design_scores_gemma":[0.002888465,0.001286799,0.05144169,0.002254153,0.0003060739,0.004158633,0.0003404995,0.4864543,0.4485588,0.000003090695,0.0007261033,0.001581314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936236,0.0005607583,0.004408416,0.000006936465,0.0003948296,0.0001323681,0.00001261391,0.00005052824,0.000809929],"genre_scores_gemma":[0.9979622,0.00005309364,0.001563836,0.00001595962,0.0000677334,0.00000380437,0.000002286662,0.00007339218,0.0002576908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4619653,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007645042109832474,"score_gpt":0.1636281804575855,"score_spread":0.155983138347753,"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."}}