{"id":"W2362511304","doi":"","title":"Experimental Research of Reinforced Concrete Beams Covered with Fiberglass Reinforced Plastics","year":2000,"lang":"en","type":"article","venue":"Journal of Tongji University","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Fibre-reinforced plastic; Reinforced concrete; Flexural strength; Structural engineering; Materials science; Beam (structure); 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":[],"consensus_categories":[],"category_scores_codex":[0.0002103203,0.0001935707,0.0003944169,0.0002943704,0.0001103143,0.00002606063,0.0004825391,0.0001409778,0.0007487718],"category_scores_gemma":[0.00002635475,0.0001798004,0.0001504662,0.0003836264,0.000243374,0.0005703361,0.00004806745,0.0005394188,0.00001386072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003797412,"about_ca_system_score_gemma":0.0001316063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006087811,"about_ca_topic_score_gemma":6.099528e-7,"domain_scores_codex":[0.998385,0.00004631752,0.00038723,0.0001145693,0.0007139183,0.0003530197],"domain_scores_gemma":[0.9988194,0.000160451,0.0001744612,0.0002575579,0.00036379,0.0002243033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00566633,0.000001296832,0.0003489504,0.0001330996,0.0006480198,0.001054723,0.002429329,0.5027462,0.4793378,0.002120875,0.003772322,0.001741094],"study_design_scores_gemma":[0.005634997,0.00203375,0.0007529949,0.0002856067,0.0001388833,0.0003382448,0.002781102,0.01991389,0.9584759,0.000004056267,0.009126772,0.0005138432],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894621,0.00004948277,0.000397667,0.00001289472,0.0001464117,0.0001369338,0.00001855296,0.00004251385,0.009733403],"genre_scores_gemma":[0.9940307,0.00006852193,0.00244178,0.000006174271,0.00006293133,1.497623e-7,0.000004986772,0.00002380118,0.003360993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4828323,"threshold_uncertainty_score":0.8198527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784614504362043,"score_gpt":0.2431343325681096,"score_spread":0.2252881875244891,"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."}}