{"id":"W2790142369","doi":"10.5267/j.esm.2018.1.003","title":"Investigation of intrinsic de-bonding in bonded concrete overlays: Material characterisation and numerical Study","year":2018,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overlay; Materials science; Composite material; Structural engineering; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004748782,0.0001883854,0.0003177229,0.0002559908,0.00002197048,0.00003906951,0.00008628414,0.00009530022,0.00003565312],"category_scores_gemma":[0.00009432939,0.0002201629,0.00001735688,0.0002981851,0.00001500597,0.0002110932,0.00005354205,0.0001077887,0.000004131968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001401448,"about_ca_system_score_gemma":0.00001957131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001213325,"about_ca_topic_score_gemma":3.739687e-7,"domain_scores_codex":[0.9989302,0.00003077353,0.0004762307,0.0001558411,0.0001389612,0.0002680289],"domain_scores_gemma":[0.9996272,0.00003230377,0.00008096566,0.0001477758,0.00006092952,0.00005080625],"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":[0.00002275477,0.000001279496,0.0003615243,0.000109859,0.00003253785,0.000003300941,0.001718827,0.0006448635,0.9902465,0.00671892,0.000007420213,0.000132153],"study_design_scores_gemma":[0.0006389043,0.0002437886,0.002966752,0.00009784155,0.00001607779,0.000006149423,0.0001155674,0.2216673,0.7737785,0.0001152869,0.0001065328,0.0002473116],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790775,0.00001041435,0.01963814,0.000006998579,0.0007013139,0.0003489242,0.000009788446,0.0001750316,0.00003186349],"genre_scores_gemma":[0.9983966,0.00000550455,0.001282318,0.00001397139,0.0001980903,0.00003557192,0.00001741988,0.0000455935,0.000004889642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2210224,"threshold_uncertainty_score":0.8977981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285788047613627,"score_gpt":0.2253237239459695,"score_spread":0.2124658434698332,"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."}}