{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"95e81934c60e","filters":{"venue":"Global Biosecurity"}},"results":[{"id":"W2917576418","doi":"10.31646/gbio.10","title":"Exercise Mataika: White Paper on response to a smallpox bioterrorism release in the Pacific","year":2019,"lang":"en","type":"article","venue":"Global Biosecurity","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Smallpox; Preparedness; Context (archaeology); Public health; Political science; Terrorism; Biological warfare; Christian ministry; Public relations; Excellence; Business; Environmental health; Medicine; Geography; Law; Virology; Vaccination; Nursing","authors":[{"name":"C. Raina MacIntyre","is_ca":false},{"name":"David Heslop","is_ca":false},{"name":"Devina Nand","is_ca":false},{"name":"Craig M. Schramm","is_ca":false},{"name":"Michael Butel","is_ca":false},{"name":"William D﻿.﻿ Rawlinson","is_ca":false},{"name":"Michael G. Baker","is_ca":false},{"name":"Tomasz Kiedrzynski","is_ca":false},{"name":"Cassidy Nelson","is_ca":false},{"name":"Alexander Rosewell","is_ca":false},{"name":"Lauasa Fotualii","is_ca":false},{"name":"Kevin Yeo","is_ca":false},{"name":"Jesper Elsgaard","is_ca":false},{"name":"Louise Fonua","is_ca":false},{"name":"John Lane","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00987471992044342,"gpt":0.2778329735445879,"spread":0.2679582536241445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007176508,0.001156657,0.0004991248,0.0006717927,0.005399208,0.00463501,0.001645092,0.007249042,0.02972802],"category_scores_gemma":[0.01816987,0.0003510231,0.0008560091,0.0004110257,0.00181071,0.00323457,0.004673127,0.006629676,0.006072469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003353077,"about_ca_system_score_gemma":0.006425033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009931687,"about_ca_topic_score_gemma":0.0244181,"domain_scores_codex":[0.9969876,0.001216637,0.0001149162,0.0004976771,0.000696947,0.0004861685],"domain_scores_gemma":[0.9925745,0.003590439,0.0003506237,0.0002618509,0.001567841,0.001654817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000156446,0.0002050013,0.0007492747,0.0003713844,0.00002894772,0.0005519355,0.003795119,0.0004820388,0.0007462098,0.006216832,0.9644668,0.02222997],"study_design_scores_gemma":[0.00005191405,0.0001846667,0.002839698,0.0008860737,0.00001694605,0.0001019674,0.006676496,0.0004757865,0.0006334543,0.006599496,0.981491,0.00004244802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02681231,0.004977223,0.005524532,0.5867206,0.06354094,0.00356919,0.003444054,0.0006900396,0.3047211],"genre_scores_gemma":[0.1682252,0.007280584,0.01528209,0.19637,0.02048973,0.004006314,0.003107282,0.000959355,0.5842794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02972802,"threshold_uncertainty_score":0.09945017,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3040609178","doi":"10.31646/gbio.80","title":"Unmasking reasons for face mask resistance","year":2020,"lang":"en","type":"article","venue":"Global Biosecurity","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Face (sociological concept); Resistance (ecology); Philosophy; Linguistics; Biology","authors":[{"name":"Ivry Zagury‐Orly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03787374193956731,"gpt":0.29469286885097,"spread":0.2568191269114026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003288716,0.0005563502,0.0002530755,0.0008606181,0.001393739,0.002563594,0.001259313,0.002787432,0.01664472],"category_scores_gemma":[0.01379475,0.0002437004,0.000648908,0.0003823418,0.001837755,0.002417987,0.001387612,0.001965976,0.001901192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271667,"about_ca_system_score_gemma":0.001156611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166698,"about_ca_topic_score_gemma":0.001318169,"domain_scores_codex":[0.9953793,0.0008512545,0.0001234034,0.0004688645,0.00239879,0.0007783482],"domain_scores_gemma":[0.9925718,0.004068947,0.00106471,0.0009085043,0.001180508,0.0002055727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002682074,0.0006500791,0.07361975,0.002095797,0.0002413749,0.01385724,0.01104593,0.003168612,0.2749138,0.1810168,0.02668272,0.4100258],"study_design_scores_gemma":[0.00009308634,0.001870228,0.1124849,0.001594799,0.0004969742,0.02229674,0.03436219,0.01124295,0.4574826,0.05316479,0.3046678,0.0002429079],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8165256,0.004348382,0.01356018,0.01154798,0.0009310792,0.0002645487,0.0001882103,0.0003058821,0.1523282],"genre_scores_gemma":[0.9879186,0.0004859028,0.0021187,0.0006072969,0.00008073296,0.00002308925,0.0000422663,0.00005398261,0.00866947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01664472,"threshold_uncertainty_score":0.05568212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409468235","doi":"10.31646/gbio.270","title":"Pandemic planning and preparedness in Nigeria: A search for entry points to integrate adult vaccinations into the health system.","year":2025,"lang":"en","type":"article","venue":"Global Biosecurity","topic":"Vaccine Coverage and Hesitancy","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":"Canadian Mental Health Association","funders":"","keywords":"Preparedness; Pandemic; Vaccination; Coronavirus disease 2019 (COVID-19); Mass vaccination; Virology; Medical emergency; Medicine; Political science; Geography; Disease; Infectious disease (medical specialty); Pathology","authors":[{"name":"Aanuoluwapo Adeyimika Afolabi","is_ca":false},{"name":"Gbemisola Ishola","is_ca":true},{"name":"Olayinka Ilesanmi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01722420238000717,"gpt":0.3641401784575752,"spread":0.3469159760775681,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004121081,0.0005026876,0.000460811,0.000574399,0.002482723,0.003202964,0.001097577,0.006843742,0.002306689],"category_scores_gemma":[0.008276364,0.000295005,0.0005695253,0.0004735134,0.00243227,0.004890074,0.001940168,0.007811401,0.0002266862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728129,"about_ca_system_score_gemma":0.01557392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01521478,"about_ca_topic_score_gemma":0.04044459,"domain_scores_codex":[0.997875,0.001346475,0.0002151661,0.0001380487,0.0001842361,0.0002410944],"domain_scores_gemma":[0.9955213,0.003270726,0.0003194505,0.00005307805,0.0005575425,0.0002779005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001898337,0.0001071727,0.006215402,0.00958079,0.00007641178,0.003088574,0.03246595,0.001387003,0.001258987,0.2592818,0.4800476,0.2063006],"study_design_scores_gemma":[0.0000230339,0.0000647177,0.002917323,0.01307335,0.00003505253,0.0006899703,0.02182815,0.0005736725,0.0003932054,0.02983296,0.930523,0.00004566723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004822889,0.1670927,0.002084702,0.7652766,0.04498099,0.00008367919,0.00008653988,0.00002734119,0.01554457],"genre_scores_gemma":[0.1951777,0.2992784,0.007817427,0.4409547,0.03720265,0.0003109457,0.0001317147,0.0000636398,0.01906283],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01521478,"threshold_uncertainty_score":0.0302524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313001968","doi":"10.31646/gbio.149","title":"Perceived Risk and Associated Factors towards COVID-19 infection among the residents of Ondo State, Southwest Nigeria","year":2022,"lang":"en","type":"article","venue":"Global Biosecurity","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Yoruba; Risk perception; Ethnic group; Population; Environmental health; Medicine; Local government area; Quarter (Canadian coin); Demography; Perception; Gerontology; Local government; Geography; Psychology; Nursing","authors":[{"name":"Elvis Isere","is_ca":false},{"name":"IkeOluwapo O. Ajayi","is_ca":false},{"name":"Adewale Adejugbagbe","is_ca":false},{"name":"Samuel Femi Abiona","is_ca":false},{"name":"Nosa Eniye Omorogbe","is_ca":false},{"name":"Omotola Tolulope Akinrinade","is_ca":false},{"name":"Faizah Okunade","is_ca":false},{"name":"Tolulope Folarin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02883957031998021,"gpt":0.2661996820306379,"spread":0.2373601117106577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003362659,0.0001944399,0.0001760475,0.0003774684,0.000584835,0.0004602772,0.0001513881,0.0002417947,0.001289592],"category_scores_gemma":[0.0009703278,0.0002206457,0.0001394594,0.0003751554,0.0003109527,0.0003103716,0.0003737471,0.0003683631,0.0000868163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862448,"about_ca_system_score_gemma":0.0004119101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01649333,"about_ca_topic_score_gemma":0.02666432,"domain_scores_codex":[0.9998257,0.00004609474,0.00002457376,0.00002006157,0.00003568049,0.00004798624],"domain_scores_gemma":[0.9995192,0.00006813827,0.0002388576,0.00001539131,0.0000425368,0.0001158246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001558785,0.00006235016,0.9972845,0.00001552807,0.000004291789,0.0001164633,0.001194167,0.000009946585,0.0001503617,0.00002063911,0.00004310508,0.001082982],"study_design_scores_gemma":[0.00000183485,0.0001081433,0.9931833,0.00004204191,0.000006535751,0.0002550743,0.006097547,0.00006478891,0.00003625283,0.00002260819,0.0001781922,0.000003692393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996037,0.0000911793,0.00001169451,0.00003777351,0.000001997003,0.000004979391,0.00002823919,2.827756e-7,0.000220229],"genre_scores_gemma":[0.9996818,0.0001318065,0.00003437055,0.0000158503,0.000001852267,0.000004322483,0.00002487889,1.71221e-7,0.0001048708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01649333,"threshold_uncertainty_score":0.03279465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}