{"meta":{"query_hash":"5663e8d19713","filters":{"venue":"Journal of Natural Disaster Science"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/5663e8d19713","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Natural+Disaster+Science"},"results":[{"id":"W2309681154","doi":"10.2328/jnds.36.35","title":"Toward resilient humanitarian cooperation: examining the performance of horizontal cooperation among humanitarian organizations using an agent-based modeling (ABM) approach","year":2015,"lang":"en","type":"article","venue":"Journal of Natural Disaster Science","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stylized fact; Incentive; Heuristics; Microfoundations; Business; Stock (firearms); Flexibility (engineering); Industrial organization; Humanitarian Logistics; Operations research; Microeconomics; Economics; Computer science; Engineering; Management","score_opus":0.09989390748744877,"score_gpt":0.26450498177333887,"score_spread":0.1646110742858901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2309681154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9348755,0.00008444711,0.050106432,0.0010122086,0.000017812552,0.00011180161,0.00007830658,0.000044085566,0.013669386],"genre_scores_gemma":[0.99490535,0.000049744853,0.0044300486,0.00003486116,0.0000031885152,0.00004347053,0.0000162895,0.0000045907786,0.0005123148],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99881625,0.0008023222,0.000029216724,0.00010792446,0.00008367336,0.00016063913],"domain_scores_gemma":[0.9963476,0.0020947568,0.00078110624,0.0002492854,0.0002188475,0.0003084223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024729066,0.0006805569,0.00050972635,0.0006588265,0.0008958354,0.0022702375,0.0009101567,0.0015470564,0.0020812133],"category_scores_gemma":[0.0076588877,0.00039642796,0.0005876279,0.00067352003,0.0014420919,0.0026333279,0.0018079696,0.001095029,0.00019279137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054897082,0.00007507436,0.005098619,0.000016782198,0.000044186618,0.00007176425,0.0002449122,0.9730181,0.00040637312,0.019341303,0.00012042896,0.001507427],"study_design_scores_gemma":[0.000021824595,0.00012514998,0.0012858706,0.000007580793,0.00001146969,0.0000134018965,0.0004813407,0.98822194,0.0001234918,0.0094042355,0.0002933158,0.0000103551865],"about_ca_topic_score_codex":0.013766332,"about_ca_topic_score_gemma":0.007839493,"teacher_disagreement_score":0.013766332,"about_ca_system_score_codex":0.0022089886,"about_ca_system_score_gemma":0.0016672323,"threshold_uncertainty_score":0.02737236},"labels":[],"label_agreement":null}]}