{"id":"W628914184","doi":"","title":"DISCUSSION ON \"CANADIAN BRIDGE DESIGN CODE PROVISIONS FOR FIBER-REINFORCED STRUCTURES\" BY BAIDAR BAKHT, GEORGE AL-BAZI, NEMY BANTHIA, MOE CHEUNG, MARIE-ANNE ERKI, MARTIN FAORO, ATSUHIKO MACHIDA, AFTAB A. MUFTI, KENNETH W. NEALE, AND GAMIL TADROS","year":2001,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Reinforced concrete; Polymer science; Forensic engineering; Materials science; Structural engineering; Engineering; Art; Art history","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032134,0.0006201758,0.0007561218,0.0005358244,0.000537639,0.00028577,0.00039277,0.0003522943,0.0001724621],"category_scores_gemma":[0.0001397883,0.000504188,0.0003341889,0.0002724532,0.0002113867,0.0007104214,0.00004259585,0.0006301158,0.000005490219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004192309,"about_ca_system_score_gemma":0.000149077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003481971,"about_ca_topic_score_gemma":0.00008330375,"domain_scores_codex":[0.9970835,0.00006880266,0.001143599,0.0003983767,0.0004513832,0.0008543059],"domain_scores_gemma":[0.9977226,0.0003444572,0.00052951,0.0003622282,0.0003228019,0.0007184176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003861269,0.00001291666,0.002220999,0.0004486913,0.0007068965,0.00008130301,0.0005017004,0.1045168,0.5109148,0.001319021,0.049005,0.3264106],"study_design_scores_gemma":[0.01490929,0.004688933,0.01000618,0.0009538326,0.001330762,0.005440188,0.0002687148,0.4640666,0.2513781,0.002615343,0.2411078,0.003234226],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8473093,0.001227291,0.1430915,0.001431064,0.002091508,0.003147723,0.001025542,0.000260888,0.000415152],"genre_scores_gemma":[0.9209002,0.0004044136,0.0753817,0.0004446875,0.0005637441,0.00009663196,0.0004994032,0.000262868,0.001446412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3595498,"threshold_uncertainty_score":0.999741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155054281001907,"score_gpt":0.2358885369303386,"score_spread":0.2243379941203195,"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."}}