{"id":"W3138361780","doi":"10.3390/ma14061363","title":"Performance of Repaired Concrete under Cyclic Flexural Loading","year":2021,"lang":"en","type":"article","venue":"Materials","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Structural engineering; Cementitious; Materials science; Mortar; Fatigue limit; Flexural strength; Cyclic stress; Cement; Composite material; Fatigue testing; 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":[0.000928918,0.0009178056,0.0004880488,0.0008129869,0.0003805983,0.0002816597,0.000674644,0.0009945025,0.001542892],"category_scores_gemma":[0.001637566,0.0002916791,0.0004173649,0.0003278148,0.0004556346,0.0005870073,0.0004087696,0.0003901344,0.0007152457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040243,"about_ca_system_score_gemma":0.0003541016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002746107,"about_ca_topic_score_gemma":0.006261865,"domain_scores_codex":[0.9991851,0.0000825727,0.00009087779,0.0001528189,0.0003519328,0.0001366259],"domain_scores_gemma":[0.9988323,0.0002003603,0.0002463578,0.0001711156,0.0003941708,0.0001557547],"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":[0.0006028662,0.00007070703,0.004550454,0.000148403,0.00002651635,0.0002651755,0.0002919098,0.006891977,0.9739842,0.00003588408,0.00007835859,0.01305359],"study_design_scores_gemma":[0.00001261883,0.004180604,0.02817169,0.00003248722,0.00007064282,0.000390892,0.0002823437,0.0126502,0.9532196,0.00003937302,0.0008951069,0.00005438111],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975485,0.0004126608,0.001336959,0.00001061626,0.00001514828,0.00001175078,0.0000849874,0.0001122042,0.0004671718],"genre_scores_gemma":[0.9980585,0.0001438679,0.000683358,0.00001004287,0.000002846321,0.000008586575,0.0001274419,0.00002503961,0.0009403022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002746107,"threshold_uncertainty_score":0.005460262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702025003657567,"score_gpt":0.2236745497682719,"score_spread":0.2066542997316963,"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."}}