{"id":"W3216012827","doi":"10.32920/ryerson.14644704.v1","title":"Shear and flexure behavior of hybrid composite beams with high performance concretes","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Shear (geology); Composite number; Composite material; Flexural strength; Cracking; Structural engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003976914,0.0004789072,0.0002213372,0.000560427,0.0001370839,0.0001501737,0.0002584646,0.0002850882,0.00142162],"category_scores_gemma":[0.0002758008,0.000270183,0.000220688,0.0002671726,0.0002287388,0.0002027025,0.0002849778,0.0002086448,0.0002424278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877527,"about_ca_system_score_gemma":0.0001215297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020876,"about_ca_topic_score_gemma":0.002716474,"domain_scores_codex":[0.9997907,0.00001946941,0.00001306544,0.00004552143,0.00009636216,0.00003474418],"domain_scores_gemma":[0.9995957,0.00008338308,0.00009736652,0.000034677,0.0001237527,0.00006511915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001496732,0.00001606554,0.001476938,0.00002330239,0.00001074778,0.00003490798,0.00003984603,0.002127843,0.9942616,0.00003661718,0.00001826097,0.00180419],"study_design_scores_gemma":[0.000009216191,0.00100187,0.02548415,0.00001052518,0.00003131818,0.00008189022,0.000058481,0.007749625,0.9649653,0.00003197897,0.0005606266,0.00001499063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983311,0.0001567569,0.001105993,0.000003044515,0.000003678562,0.00000376059,0.00007008404,0.00002673184,0.000298835],"genre_scores_gemma":[0.9981207,0.00009295373,0.0009540018,0.000004756112,0.000001591921,0.000004524255,0.00008298157,0.000006570492,0.0007320112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00142162,"threshold_uncertainty_score":0.004755855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943069894944377,"score_gpt":0.2085331315208153,"score_spread":0.1991024325713716,"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."}}