{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"62978db1897d","filters":{"venue":"Concrete engineering international"}},"results":[{"id":"W1546152718","doi":"","title":"Evaluating the fire performance of FRP-strengthened structures","year":2004,"lang":"en","type":"article","venue":"Concrete engineering international","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Queen's University; National Research Council Canada","funders":"","keywords":"Fibre-reinforced plastic; Structural engineering; Slab; Engineering; Fire resistance; Forensic engineering; Beam (structure); Materials science; Composite material","authors":[{"name":"Venkatesh Kodur","is_ca":true},{"name":"Mark F. Green","is_ca":true},{"name":"Luke Bisby","is_ca":true},{"name":"Brea Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01748855039488134,"gpt":0.2621945411059278,"spread":0.2447059907110464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004485554,0.0002931478,0.0001561583,0.0003646984,0.0002045537,0.0001729853,0.0002347857,0.0003404254,0.0007135161],"category_scores_gemma":[0.001031452,0.0001294776,0.0002328,0.0001422831,0.0001555205,0.0003920244,0.0001854293,0.0002402662,0.0002453339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001895371,"about_ca_system_score_gemma":0.00008942818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179121,"about_ca_topic_score_gemma":0.001642648,"domain_scores_codex":[0.9997544,0.00002960345,0.00001487275,0.00004100832,0.0001176569,0.00004243116],"domain_scores_gemma":[0.9995348,0.0001437579,0.00008822208,0.00004659897,0.0001411025,0.00004554894],"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":[0.0005120379,0.00011826,0.01674648,0.00006109988,0.00002414374,0.0001734514,0.0001360659,0.005315471,0.9604692,0.0000527884,0.00002689701,0.01636409],"study_design_scores_gemma":[0.000005866687,0.002521664,0.04012338,0.000007153692,0.00002719543,0.0002140268,0.00005831915,0.005336461,0.951392,0.00002334305,0.0002798288,0.00001071237],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999068,0.00005801858,0.0006213622,0.000001621024,0.000001208442,0.000003844063,0.00002102799,0.000005333493,0.0002196613],"genre_scores_gemma":[0.9985611,0.00006557215,0.0008780931,0.000002010628,0.000001199375,0.000003401061,0.00005997239,0.000004475879,0.0004242514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007179121,"threshold_uncertainty_score":0.002386987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W293361047","doi":"","title":"FROM THE LABORATORY TO THE REAL WORLD","year":2002,"lang":"en","type":"article","venue":"Concrete engineering international","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Girder; Bridge (graph theory); Fibre-reinforced plastic; Engineering; Forensic engineering; Stiffness; Reinforced concrete; Structural engineering; Retrofitting; Civil engineering; Materials science","authors":[{"name":"Nemkumar Banthia","is_ca":false},{"name":"N. Nandakumar","is_ca":false},{"name":"Andrew J. Boyd","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009512060591459969,"gpt":0.2045336642871195,"spread":0.1950216036956595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003249827,0.0008181343,0.0008381951,0.001015075,0.0009484605,0.005604262,0.001947759,0.001885982,0.03553077],"category_scores_gemma":[0.005929849,0.0004357427,0.0004417773,0.0006315738,0.002924231,0.006237782,0.006893767,0.003100108,0.02676347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008881455,"about_ca_system_score_gemma":0.001935899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000810748,"about_ca_topic_score_gemma":0.000916901,"domain_scores_codex":[0.9964706,0.0008843199,0.0001529602,0.0007771762,0.00151768,0.0001973168],"domain_scores_gemma":[0.9961848,0.0006281949,0.0002053403,0.001247139,0.001076023,0.0006584927],"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":[0.0005729282,0.0006999731,0.006667916,0.001856742,0.000118905,0.0008289528,0.001677292,0.001673137,0.06099349,0.05181617,0.1596401,0.7134544],"study_design_scores_gemma":[0.00007689923,0.0008886889,0.002381519,0.0008510533,0.00006100985,0.00136475,0.001613716,0.001185303,0.01181841,0.03304242,0.9466224,0.00009391479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.06910796,0.04974699,0.3806578,0.07724234,0.01035905,0.001109242,0.00569379,0.02040836,0.3856745],"genre_scores_gemma":[0.3672739,0.06100404,0.330529,0.03949846,0.005240145,0.002579314,0.006652926,0.002648683,0.1845735],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03553077,"threshold_uncertainty_score":0.1188623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}