{"id":"W2591924728","doi":"10.21838/uhpc.2016.9","title":"The Effect of Casting Flow Defects on the Flexural Behavior of 2-way UHPFRC Slabs Investigated by Digital Image Correlation and Magnetic Assessment","year":2016,"lang":"en","type":"article","venue":"","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Digital image correlation; Materials science; Flexural strength; Brittleness; Ductility (Earth science); Bending; Structural engineering; Composite material; Casting; Fiber-reinforced concrete; Orientation (vector space); Ultimate tensile strength; Fiber; Engineering; Creep","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":[0.0002387087,0.0002196826,0.0001503155,0.0003654325,0.0001142795,0.0001649083,0.0002032542,0.0002474085,0.001189521],"category_scores_gemma":[0.0003870862,0.0001644154,0.000126412,0.0001885034,0.0003140946,0.0001547035,0.0001710351,0.0002092054,0.0001285629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000179995,"about_ca_system_score_gemma":0.0001417093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037005,"about_ca_topic_score_gemma":0.004974487,"domain_scores_codex":[0.9998201,0.00001281939,0.00000822942,0.00004013043,0.00008355815,0.00003522114],"domain_scores_gemma":[0.9994718,0.0001085997,0.0001959018,0.00006210207,0.0001243098,0.00003736156],"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":[0.0001555759,0.00003820968,0.003129892,0.00003277371,0.000005628322,0.00009171639,0.0001311478,0.001332654,0.9905339,0.00004815236,0.00002088099,0.004479323],"study_design_scores_gemma":[0.000005291197,0.0004499275,0.06581485,0.000007076286,0.00002240589,0.0001316307,0.0001184311,0.01291018,0.9201576,0.00001259315,0.0003546941,0.00001541355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986821,0.00005922267,0.0009884505,0.000003368071,0.000002015253,0.00000253869,0.00003339594,0.00002986167,0.0001990705],"genre_scores_gemma":[0.9981412,0.00004168695,0.00129361,0.000002882322,0.000001010567,0.000002884828,0.00004245823,0.000006359056,0.0004679408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037005,"threshold_uncertainty_score":0.004050255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003138014791345847,"score_gpt":0.1965565719049519,"score_spread":0.193418557113606,"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."}}