{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b84e3220b6fa","filters":{"venue":"Current Trends in Civil & Structural Engineering"}},"results":[{"id":"W4295804310","doi":"10.33552/ctcse.2022.08.000695","title":"Condition Monitoring of Reinforced Concrete Bridge Decks: Current Practices and Future Perspectives","year":2022,"lang":"en","type":"article","venue":"Current Trends in Civil & Structural Engineering","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Bridge (graph theory); Safeguard; Forensic engineering; Service (business); Driver rehabilitation; Engineering; Rehabilitation; Business; Psychology","authors":[{"name":"Abdelhady Omar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01545800298013947,"gpt":0.2888695657083339,"spread":0.2734115627281945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01068911,0.0008766452,0.0009146725,0.001970251,0.0004745237,0.003362612,0.003235148,0.002632013,0.003356962],"category_scores_gemma":[0.006439677,0.0002620266,0.0005696652,0.0024781,0.002010155,0.004590733,0.0009772717,0.001171671,0.001104597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600163,"about_ca_system_score_gemma":0.003844095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007771133,"about_ca_topic_score_gemma":0.009856611,"domain_scores_codex":[0.9968051,0.0008352746,0.0003447749,0.000757468,0.001034581,0.0002228229],"domain_scores_gemma":[0.9848769,0.004202477,0.001811345,0.0005523593,0.007437959,0.001118988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002901669,0.000421273,0.02980682,0.004528155,0.00008199222,0.0001683621,0.0005266664,0.001520335,0.005282524,0.003214439,0.009025787,0.9451335],"study_design_scores_gemma":[0.0001474647,0.004202812,0.1485213,0.0207816,0.001064979,0.003986903,0.01453894,0.02259144,0.02103018,0.02625693,0.7363985,0.0004788266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01703252,0.9329731,0.01415063,0.02426329,0.0005398652,0.00009182387,0.0002840918,0.0002331422,0.01043156],"genre_scores_gemma":[0.2412596,0.7085536,0.03944984,0.004228485,0.002140817,0.0001599084,0.000577091,0.00004858345,0.003582227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01068911,"threshold_uncertainty_score":0.05653012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3097883361","doi":"10.33552/ctcse.2020.06.000642","title":"Achieving A Higher Optimality for Lattice Steel Structures Utilizing A Multi-Layer Optimization Scheme","year":2020,"lang":"en","type":"article","venue":"Current Trends in Civil & Structural Engineering","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Topology optimization; Lattice (music); Layer (electronics); Mathematical optimization; Industrial engineering; Structural engineering; Engineering; Mathematics; Finite element method; Materials science; Nanotechnology","authors":[{"name":"Moustafa Naiem Abdel-Mooty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05661381355800105,"gpt":0.3046628173175375,"spread":0.2480490037595364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004634609,0.0005203595,0.0004782013,0.0004163627,0.000317082,0.0006091252,0.000524107,0.0007330176,0.003550616],"category_scores_gemma":[0.000972625,0.000290575,0.0004376324,0.0003132441,0.0005085212,0.0007978296,0.0006690524,0.0008315829,0.0008252501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534709,"about_ca_system_score_gemma":0.0007525284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606871,"about_ca_topic_score_gemma":0.003833219,"domain_scores_codex":[0.9998599,0.00003898226,0.000006577429,0.00002128576,0.00004955668,0.00002359551],"domain_scores_gemma":[0.9997662,0.0001055269,0.00002726382,0.00003872702,0.00004431681,0.00001797495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005250599,0.0000433827,0.000387833,0.00007746033,0.00001724758,0.00006104857,0.00005701667,0.9057829,0.01720282,0.04439204,0.001555671,0.03037013],"study_design_scores_gemma":[0.000006718547,0.00002738062,0.00006568951,0.000004557113,0.000002332009,0.00001486614,0.000007183888,0.9916789,0.001027882,0.006470033,0.0006904357,0.000004121403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04011429,0.0001502525,0.9483652,0.0001969007,0.00004134787,0.00003336709,0.00006040887,0.0002281656,0.01081015],"genre_scores_gemma":[0.4443149,0.0002108018,0.5483093,0.0001330284,0.00002729929,0.00009351939,0.0001236037,0.0001906927,0.006596864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003550616,"threshold_uncertainty_score":0.01187801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2976314352","doi":"10.33552/ctcse.2019.03.000567","title":"Seismic Response of Concrete Components and Systems Reinforced with Fiber Reinforced Polymer (FRP) Bars: Trend and Challenges","year":2019,"lang":"en","type":"article","venue":"Current Trends in Civil & Structural Engineering","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Fibre-reinforced plastic; Corrosion; Reinforced concrete; Structural engineering; Forensic engineering; Materials science; Engineering; Composite material","authors":[{"name":"Ahmed Arafa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971759780711204,"gpt":0.2335941192605103,"spread":0.2138765214533982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003779255,0.0003126552,0.0002057899,0.0006841857,0.0001365891,0.0005205533,0.000371068,0.0006416875,0.001237719],"category_scores_gemma":[0.0006704367,0.0001236334,0.0001162661,0.0007963755,0.0002593461,0.0007589061,0.000255183,0.0003640783,0.0008299818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147577,"about_ca_system_score_gemma":0.000243053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350342,"about_ca_topic_score_gemma":0.003426599,"domain_scores_codex":[0.9997552,0.00002506637,0.00001064438,0.00004891702,0.0001353641,0.00002480181],"domain_scores_gemma":[0.9993648,0.00008817502,0.0001048056,0.00001900653,0.0003894589,0.00003376262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007164272,0.0005546273,0.2115475,0.002189222,0.0001198017,0.0007863058,0.00217536,0.04847635,0.1725173,0.006561012,0.01505502,0.5393012],"study_design_scores_gemma":[0.00002366633,0.002232237,0.5235401,0.0008215991,0.0002210043,0.002202753,0.006967617,0.2560714,0.06958599,0.006180787,0.131951,0.0002019211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9454865,0.02164775,0.009732502,0.002936804,0.0001783475,0.00002348475,0.0006449677,0.000217355,0.01913237],"genre_scores_gemma":[0.9795853,0.0125207,0.002276572,0.0001755547,0.0001736097,0.00001057167,0.0005088082,0.00004830659,0.004700594],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002350342,"threshold_uncertainty_score":0.004673302,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}