{"id":"W4403035489","doi":"10.30574/wjaets.2024.13.1.0432","title":"A study of the effect of coconut fiber on reinforced concrete beams subjected to combined bending and shear","year":2024,"lang":"en","type":"article","venue":"World Journal of Advanced Engineering Technology and Sciences","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Materials science; Shear (geology); Composite material; Structural engineering; Bending; Reinforced concrete; Fiber; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002778346,0.000472229,0.0003567551,0.0002396149,0.0002215758,0.0001687005,0.0001888097,0.0002560946,0.001138836],"category_scores_gemma":[0.00020009,0.0001214031,0.0003435473,0.0002338922,0.0002035496,0.0002136835,0.0001402581,0.0002485896,0.0001705264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544865,"about_ca_system_score_gemma":0.0002082743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001559415,"about_ca_topic_score_gemma":0.00354413,"domain_scores_codex":[0.9998469,0.00002221484,0.000008011587,0.0000332718,0.00006868367,0.00002096484],"domain_scores_gemma":[0.9998392,0.00003704541,0.00003868607,0.00001000775,0.00005793907,0.00001703822],"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":[0.000263759,0.000127808,0.0024875,0.0008348761,0.00006044126,0.0002400502,0.0001662778,0.001354154,0.9676577,0.0001541695,0.0000755384,0.02657777],"study_design_scores_gemma":[0.00000656854,0.002833742,0.01983211,0.00008353089,0.0001520779,0.0003229576,0.0002326844,0.001990855,0.9696965,0.00004733229,0.004782362,0.0000191831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818907,0.01317572,0.002449649,0.00003800602,0.00006377813,0.00003397646,0.00006893726,0.00002427489,0.002255021],"genre_scores_gemma":[0.9837832,0.01066077,0.002385019,0.00003213494,0.00001956209,0.00001881221,0.00007746954,0.00001051035,0.003012607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001559415,"threshold_uncertainty_score":0.00380981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004888711277769049,"score_gpt":0.2313528786293952,"score_spread":0.2264641673516261,"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."}}