{"id":"W3105064134","doi":"10.3390/cryst10111014","title":"Bond Behavior of Cleaned Corroded Lap Spliced Beams Repaired with Carbon Fiber Reinforced Polymer Sheets and Partial Depth Repairs","year":2020,"lang":"en","type":"article","venue":"Crystals","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Prince Sattam bin Abdulaziz University","keywords":"Materials science; Fibre-reinforced plastic; Composite material; Carbon fiber reinforced polymer; splice; Bond strength; Beam (structure); Steel bar; Lap joint; Structural engineering; Reinforced concrete; Layer (electronics); Engineering; Adhesive; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0001147056,0.0002247985,0.0003954854,0.00003808328,0.00003924415,0.00002404833,0.00009373041,0.0001160408,0.0002096921],"category_scores_gemma":[0.00007158759,0.0002039424,0.00008410933,0.0001932414,0.0001053355,0.00008983932,0.0000594734,0.0001383751,0.000004152825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666497,"about_ca_system_score_gemma":0.00003272628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006096459,"about_ca_topic_score_gemma":0.00001637474,"domain_scores_codex":[0.9987377,0.00002854697,0.0004190505,0.000333181,0.0002177368,0.0002637885],"domain_scores_gemma":[0.9991412,0.00005960196,0.00008132401,0.0004083338,0.00005470683,0.0002548506],"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":[0.0009622555,0.00002377878,0.0060629,0.0004557867,0.00006122489,0.00007936686,0.002930993,0.001280657,0.9831494,0.00008305504,0.00141149,0.003499077],"study_design_scores_gemma":[0.003763005,0.0008335845,0.01348529,0.000160002,0.000333091,0.00005124191,0.0008459643,0.07349079,0.9042758,0.000002905183,0.001726034,0.001032243],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953617,0.0002003507,0.0001145639,0.00008935701,0.00007197819,0.0004229745,0.00001962852,0.0004677806,0.003251638],"genre_scores_gemma":[0.9992467,0.00001065927,0.0002228296,0.0000894437,0.00004522223,0.00003578957,0.00001822991,0.0000456789,0.0002854404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07887356,"threshold_uncertainty_score":0.831653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01493188108749958,"score_gpt":0.2099757259074594,"score_spread":0.1950438448199599,"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."}}