{"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":"52fb0ca766eb","filters":{"venue":"Journal of Construction Engineering and Management-asce"}},"results":[{"id":"W2414877784","doi":"","title":"3D FE Analysis of Flexible Pavement with Geosynthetic Reinforcement","year":2006,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management-asce","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Reinforcement; Subgrade; Geotechnical engineering; Finite element method; Geogrid; Rut; Structural engineering; Base (topology); Modulus; Materials science; Parametric statistics; Geosynthetics; Asphalt; Engineering; Composite material; Mathematics","authors":[{"name":"Bassam Saad","is_ca":false},{"name":"Hani S. Mitri","is_ca":true},{"name":"H.B. Poorooshasb","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002487245762817421,"gpt":0.1603002458863317,"spread":0.1578130001235143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002537274,0.0004834834,0.0003578496,0.0004985159,0.0002688696,0.0004248838,0.0005808148,0.0009656285,0.002004186],"category_scores_gemma":[0.0008162231,0.0003506961,0.0004301633,0.0002844653,0.000465229,0.0002701253,0.0003040649,0.0002797766,0.000246553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000396011,"about_ca_system_score_gemma":0.000386467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005703386,"about_ca_topic_score_gemma":0.005384241,"domain_scores_codex":[0.9998432,0.00003095028,0.000006454829,0.00001712864,0.00007267003,0.00002952099],"domain_scores_gemma":[0.9997166,0.0001299628,0.00003755427,0.00004272805,0.0000546498,0.00001851214],"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":[0.00003247356,0.00002258373,0.001130697,0.0000268035,0.00001063791,0.0001529501,0.00004211581,0.9845823,0.01047663,0.0007011161,0.00009252539,0.002729179],"study_design_scores_gemma":[0.000004821282,0.00002244733,0.001085326,0.000004946515,0.000005047729,0.00002528377,0.00001647699,0.9965139,0.001906137,0.0001215717,0.0002884836,0.000005577642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998135,0.0001666825,0.08931796,0.00009083196,0.00002579282,0.00004874438,0.0004273453,0.0003767114,0.0097325],"genre_scores_gemma":[0.9909651,0.0000566461,0.007666513,0.000009564794,0.000003283692,0.00002590926,0.0000929279,0.00003107161,0.001149001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005703386,"threshold_uncertainty_score":0.01134038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2484786937","doi":"","title":"Modeling and Analysis of the Link between Accessibility and Employment Growth","year":2006,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management-asce","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Wage; Estimation; Socioeconomic status; Metropolitan area; Simultaneous equations model; Econometrics; Function (biology); Simultaneous equations; Variables; Range (aeronautics); Demographic economics; Economics; Mathematics; Statistics; Labour economics; Geography; Engineering; Demography; Sociology","authors":[{"name":"Kaan Özbay","is_ca":false},{"name":"D. Ozmen","is_ca":false},{"name":"Joseph Berechman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01018781220399503,"gpt":0.2441157341463832,"spread":0.2339279219423882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001981134,0.0007032861,0.000542208,0.001500258,0.0003630657,0.001188797,0.001094362,0.001202131,0.003600777],"category_scores_gemma":[0.006642856,0.0005724685,0.0009290127,0.001787341,0.0007047058,0.001314072,0.001170427,0.001067203,0.0004139119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315479,"about_ca_system_score_gemma":0.00110995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01745486,"about_ca_topic_score_gemma":0.01562835,"domain_scores_codex":[0.9992948,0.0003677288,0.00002771978,0.00012091,0.00006464211,0.0001241202],"domain_scores_gemma":[0.9952604,0.003690472,0.0005668981,0.0001158033,0.0002298925,0.0001365146],"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":[0.0001195963,0.0002224061,0.08339459,0.00009353823,0.0002047405,0.0003284614,0.0003354653,0.8649324,0.0006760763,0.02895815,0.0007391651,0.01999551],"study_design_scores_gemma":[0.000009334341,0.00005913906,0.01416707,0.00001020288,0.00004617396,0.00004511665,0.0001192326,0.9754505,0.0001192878,0.009326445,0.0006337859,0.00001370116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8315473,0.0007088945,0.1584021,0.001409821,0.00006194071,0.0001141636,0.001228547,0.0002666201,0.00626066],"genre_scores_gemma":[0.9862135,0.0004348709,0.008267147,0.00002781483,0.00003721307,0.0001291599,0.0004049274,0.00002555291,0.004459566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01745486,"threshold_uncertainty_score":0.03470653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2555880041","doi":"","title":"Evaluating the Safety Risk of Narrow Medians Using Reliability Analysis","year":2006,"lang":"en","type":"article","venue":"Journal of Construction Engineering and Management-asce","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Collision; Reliability (semiconductor); Median; Terrain; Sight; Computer science; Statistics; Simulation; Transport engineering; Engineering; Mathematics; Geography; Computer security","authors":[{"name":"Laurel Richl","is_ca":true},{"name":"Tarek Sayed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03797435406032174,"gpt":0.4169126410400262,"spread":0.3789382869797045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003568878,0.0005540696,0.0004769923,0.002859347,0.0004767131,0.0009908174,0.0007129741,0.0004517591,0.0008558354],"category_scores_gemma":[0.01377899,0.0003491897,0.0004406598,0.001257336,0.0007851401,0.0007587159,0.0006456268,0.0003781671,0.000133361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778107,"about_ca_system_score_gemma":0.001169894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05364637,"about_ca_topic_score_gemma":0.05023478,"domain_scores_codex":[0.9970822,0.0006743587,0.0001277939,0.0002498416,0.001614418,0.0002514157],"domain_scores_gemma":[0.9856994,0.008619471,0.002045849,0.0007399078,0.002682856,0.0002125256],"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":[0.0008107665,0.0001488317,0.3513301,0.0001382347,0.0002439108,0.0007358324,0.0007611777,0.5567077,0.01333611,0.002049715,0.0004698059,0.0732678],"study_design_scores_gemma":[0.00001920801,0.0012056,0.2097214,0.00005060198,0.0001717915,0.0003751208,0.0009981067,0.7762467,0.007684739,0.002298082,0.0011551,0.00007350715],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717317,0.000163481,0.02591785,0.00003881031,0.000003901045,0.00005535635,0.0001594227,0.00008909842,0.001840305],"genre_scores_gemma":[0.9959727,0.00004674568,0.003619876,0.000002363688,0.000001394775,0.00001401089,0.0000785868,0.000006729309,0.000257655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05364637,"threshold_uncertainty_score":0.1066682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}