{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"e7b222da0631","filters":{"venue":"Leadership and Management in Engineering"}},"results":[{"id":"W2062486141","doi":"10.1061/(asce)lm.1943-5630.0000198","title":"Framework for Earthquake Evacuation Planning: Case Study for Montreal, Canada","year":2012,"lang":"en","type":"article","venue":"Leadership and Management in Engineering","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Disaster planning; Earthquake scenario; Business; Forensic engineering; Engineering; Environmental planning; Civil engineering; Construction engineering; Geography; Seismic hazard; Poison control; Human factors and ergonomics; Medical emergency","authors":[{"name":"Umma Tamima","is_ca":true},{"name":"Luc Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05699008452667968,"gpt":0.2746245733801796,"spread":0.2176344888535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001951039,0.0001319043,0.0001134694,0.0001048658,0.00003883971,0.00002661655,0.00004596139,0.00004579607,0.000001649868],"category_scores_gemma":[0.00002266513,0.000151859,0.00001897736,0.0001005686,0.000003094075,0.0001174549,0.000009870498,0.00008023367,2.710059e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007636486,"about_ca_system_score_gemma":0.000004617324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308812,"about_ca_topic_score_gemma":0.02502023,"domain_scores_codex":[0.9993118,0.000005316591,0.0001610574,0.0001112271,0.0000811691,0.0003294534],"domain_scores_gemma":[0.9996768,0.0001271717,0.00001391187,0.0001032619,0.000009856708,0.00006906298],"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":[0.00001994626,0.00008361272,0.009972162,0.001721148,0.000204378,0.00008686407,0.006216734,0.9554213,0.000008725259,0.008994338,0.0008791512,0.01639162],"study_design_scores_gemma":[0.001459422,0.0000613195,0.02205658,0.0001160724,0.0001023444,0.00002666006,0.04019962,0.9313243,0.00002143209,0.0001664165,0.003981457,0.0004843943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4904701,0.0006328974,0.5066946,0.0001036648,0.0005161239,0.001267965,0.000006127117,0.0001487947,0.0001597314],"genre_scores_gemma":[0.993394,0.00001444543,0.005970901,0.00006666652,0.00009517783,0.0003531009,0.0000104043,0.0000330397,0.00006227914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5029238,"threshold_uncertainty_score":0.9927706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}