{"id":"W1429047225","doi":"10.1177/0021998315604039","title":"Comparative low-velocity impact response of textile-reinforced concrete and steel-fiber-reinforced concrete beams","year":2015,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Flexural strength; Reinforcement; Composite material; Fiber-reinforced concrete; Fiber; Toughness; Textile; Structural 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001420696,0.0004001171,0.001339662,0.0002969551,0.00004975037,0.0001481685,0.0003500691,0.000175951,0.0002475171],"category_scores_gemma":[0.0002386471,0.0003173685,0.0001736308,0.0001873798,0.000214893,0.0005009628,0.00009848018,0.0002316221,0.00002564878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002766387,"about_ca_system_score_gemma":0.0002029528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003337333,"about_ca_topic_score_gemma":1.650067e-7,"domain_scores_codex":[0.9971734,0.0004067672,0.001359283,0.0001432103,0.0005411389,0.0003761811],"domain_scores_gemma":[0.9973863,0.0006449018,0.0007628725,0.0002856877,0.0005090995,0.0004111833],"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":[0.009971026,3.180388e-7,0.00001554099,0.00006363544,0.0003040317,0.00003902287,0.001560605,0.03118063,0.9563969,0.00004221636,0.0003741703,0.00005193416],"study_design_scores_gemma":[0.003845883,0.001013027,0.004853918,0.0002803085,0.0001138859,0.0005288596,0.0001770906,0.01737163,0.9710608,0.0000217517,0.0003198146,0.0004130256],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981354,0.0002480873,0.0002056031,0.00003149969,0.0005735499,0.0002936246,0.0001443481,0.00005739801,0.0003104726],"genre_scores_gemma":[0.9980384,0.00002617616,0.001431284,0.00002998184,0.0001331277,0.00000268531,0.00001255161,0.00004092084,0.0002848408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466393,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603512484360951,"score_gpt":0.2708393432641742,"score_spread":0.2548042184205647,"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."}}