{"id":"W4300845354","doi":"10.56748/ejse.334","title":"Experimental & theoretical behavior of thin walled composite filled beams","year":2003,"lang":"en","type":"article","venue":"Electronic Journal of Structural Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Structural engineering; Materials science; Composite number; Connection (principal bundle); Beam (structure); Buckling; Pumice; Shear (geology); Composite material; Engineering; Geology; Volcano","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007157905,0.0004073401,0.0002372303,0.0005211351,0.0004332258,0.0002216694,0.0007010521,0.0005783048,0.005450846],"category_scores_gemma":[0.001327338,0.0003108448,0.0002782781,0.0003632279,0.0005758091,0.0003761992,0.0003690274,0.0003593933,0.0007024953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351574,"about_ca_system_score_gemma":0.0001656114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001452628,"about_ca_topic_score_gemma":0.001425954,"domain_scores_codex":[0.9993595,0.00006923648,0.00003188274,0.00008646482,0.0003541753,0.00009862377],"domain_scores_gemma":[0.9988583,0.0004157688,0.0001493404,0.000168559,0.000354406,0.00005369046],"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":[0.0003985793,0.000322548,0.00242435,0.0002046306,0.0000130147,0.0002262893,0.0003436401,0.02225172,0.9680623,0.0007166212,0.0002229678,0.004813297],"study_design_scores_gemma":[0.00002553312,0.002317626,0.008770388,0.00002393592,0.00001783022,0.000193755,0.0001864342,0.04249142,0.9438804,0.0002688185,0.001789557,0.00003434789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870826,0.0001712637,0.00744011,0.00002143718,0.00001784288,0.000040269,0.0008712098,0.000177734,0.004177452],"genre_scores_gemma":[0.991017,0.0002020647,0.004742885,0.00001226781,0.000006705436,0.0000619923,0.0006062663,0.00002790167,0.003322896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005450846,"threshold_uncertainty_score":0.01823491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004649075439614119,"score_gpt":0.2187026740432065,"score_spread":0.2140535986035924,"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."}}