{"id":"W2079495937","doi":"10.1016/s1359-8368(99)00043-8","title":"Rehabilitation of corrosion damaged concrete beams with CFRP laminates—a pilot study","year":2000,"lang":"en","type":"article","venue":"Composites Part B Engineering","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rehabilitation; Corrosion; Materials science; Forensic engineering; Composite material; Structural engineering; Engineering; Medicine; Physical therapy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002470279,0.0002696881,0.0003707634,0.000107017,0.00005929399,0.00003207099,0.0001821165,0.00004178715,0.0002762188],"category_scores_gemma":[0.00004863401,0.0002563881,0.00005111294,0.0003504796,0.00005060567,0.0001785342,0.00002879389,0.0002140997,0.00003109333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000632692,"about_ca_system_score_gemma":0.000009659586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001528238,"about_ca_topic_score_gemma":0.000004564675,"domain_scores_codex":[0.9987389,0.0000453817,0.0004255423,0.0002724537,0.0002413748,0.0002763822],"domain_scores_gemma":[0.9989227,0.000371706,0.00003528502,0.0004730797,0.00007970386,0.0001175053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002825609,0.0001059258,0.01570933,0.0003402745,0.00003784111,0.00001193718,0.001401227,0.3965885,0.583276,0.00005754034,0.0002616341,0.00192723],"study_design_scores_gemma":[0.005290269,0.01210622,0.1491485,0.0008437393,0.0002137526,0.00003717507,0.0006119212,0.7150653,0.1088706,0.00001305064,0.006050996,0.001748522],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944209,0.000182514,0.003362253,0.00001397312,0.0001770203,0.0005641156,0.00001299439,0.0005797097,0.0006864878],"genre_scores_gemma":[0.9970638,0.0000153783,0.002661673,0.00000734285,0.00003924514,0.00005457399,0.00002188593,0.00005502869,0.00008109572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4744055,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00838047766878139,"score_gpt":0.1994699238867681,"score_spread":0.1910894462179867,"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."}}