{"id":"W4412755023","doi":"10.11159/iccste25.149","title":"Investigation of Mechanical Properties of Different Fiber Reinforced Engineered Cement Composites","year":2025,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Civil, Structural and Transportation Engineering","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite material; Materials science; Cement; Fiber; Fiber-reinforced composite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001930633,0.0002554603,0.0001164984,0.0003897601,0.0001212511,0.0001369217,0.0001188017,0.0002264236,0.001124283],"category_scores_gemma":[0.0003022449,0.0001351625,0.0001683857,0.0002444175,0.0001549497,0.0002189442,0.0001047804,0.0002969491,0.0001334214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113689,"about_ca_system_score_gemma":0.00009813271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005337549,"about_ca_topic_score_gemma":0.001565411,"domain_scores_codex":[0.9998034,0.0000149082,0.00001444699,0.00002800868,0.0001168357,0.00002252184],"domain_scores_gemma":[0.9996395,0.00008278312,0.000113226,0.00001686893,0.0001117447,0.00003582638],"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":[0.00004258491,0.00002050735,0.001279642,0.00004823901,0.000005419622,0.00005673308,0.00002965535,0.0002285151,0.9966868,0.00001834431,0.00001188257,0.001571694],"study_design_scores_gemma":[0.000003758028,0.0009078804,0.05154248,0.00001353478,0.0000301904,0.0002345243,0.0001153066,0.001383696,0.9444571,0.00002705752,0.001272213,0.00001233378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983788,0.0004271193,0.0005497388,0.000008046236,0.000005652042,0.000006149697,0.0001001577,0.00001034711,0.0005139788],"genre_scores_gemma":[0.9979804,0.0002109354,0.000546768,0.000009315315,0.000002246014,0.000007439158,0.0001130645,0.000006894895,0.001122942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001124283,"threshold_uncertainty_score":0.003761113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775946429225419,"score_gpt":0.2069869130938757,"score_spread":0.1892274488016215,"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."}}