{"id":"W2599112254","doi":"","title":"Flexural performance of reinforced concrete beams repaired with fiber-reinforced SCC","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Flexural strength; Materials science; Composite material; Structural engineering; Reinforced concrete; Fiber-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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004530144,0.000631134,0.0008268434,0.0004022838,0.0001832701,0.0002068812,0.00115106,0.0004554023,0.0004912676],"category_scores_gemma":[0.0004452014,0.0006365687,0.0001988904,0.0006004994,0.0004052802,0.0003156399,0.0007692784,0.0006872877,0.00006200823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395101,"about_ca_system_score_gemma":0.0002408776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002843019,"about_ca_topic_score_gemma":0.00001356888,"domain_scores_codex":[0.9961377,0.0006665464,0.001307409,0.0005648645,0.0006874294,0.0006360502],"domain_scores_gemma":[0.9934598,0.0005664061,0.0008081842,0.002226946,0.002772713,0.0001659582],"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":[0.0009856405,0.00003071394,0.001067715,0.01168587,0.002526514,0.00004665455,0.0252892,0.2242631,0.5810252,0.1175085,0.004048939,0.03152187],"study_design_scores_gemma":[0.0008832518,0.000003059452,0.0002288513,0.002997807,0.00005921617,0.000009046072,0.00005207619,0.2161971,0.7751017,0.00001462587,0.003758803,0.0006945232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8158025,0.0002029623,0.04166815,0.0001748785,0.0002942453,0.0009798486,0.00008109423,0.0008123081,0.139984],"genre_scores_gemma":[0.9490489,0.0002847991,0.03146023,0.00004932388,0.0000442439,0.00009633358,0.001105006,0.0001353506,0.01777576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1940765,"threshold_uncertainty_score":0.9996086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198714504302363,"score_gpt":0.2120215315032145,"score_spread":0.2000343864601909,"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."}}