{"meta":{"query_hash":"715d7b8bf56f","filters":{"venue":"Information & Security An International Journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/715d7b8bf56f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Information+%26+Security+An+International+Journal"},"results":[{"id":"W2022226691","doi":"10.11610/isij.2007","title":"I&S Resources","year":2006,"lang":"en","type":"article","venue":"Information & Security An International Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council","funders":"","keywords":"Business","score_opus":0.024076404391284233,"score_gpt":0.22183353319640509,"score_spread":0.19775712880512086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022226691","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002395135,0.0005366504,0.0015637326,0.0041013267,0.001661054,0.00016945238,0.022343054,0.0043890234,0.9649962],"genre_scores_gemma":[0.0036512383,0.0007505062,0.002436572,0.0016977923,0.0009802637,0.00025148471,0.018497832,0.002098213,0.969636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818736,0.00024729932,0.000107797685,0.00024107513,0.00097594754,0.00024040979],"domain_scores_gemma":[0.98450273,0.0020074667,0.0005539388,0.0033368638,0.00689873,0.0027002834],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018451157,0.00083203905,0.0013299729,0.006890538,0.0020022783,0.006288391,0.0032789973,0.002359829,0.894098],"category_scores_gemma":[0.018974522,0.00067033194,0.0009052253,0.0065603917,0.0008890904,0.0031990618,0.0038131096,0.0017647814,0.8236572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037899594,0.000034215373,0.000099753815,0.000109131724,0.0000024767837,0.000033871074,0.00002765634,0.000071931216,0.00011822719,0.002611091,0.9470307,0.049822938],"study_design_scores_gemma":[0.000011063428,0.000006096976,0.00013678687,0.000047526,0.0000027141382,0.00002497251,0.00002143949,0.000082637795,0.0001152995,0.0011594435,0.99838734,0.0000046626833],"about_ca_topic_score_codex":0.008905266,"about_ca_topic_score_gemma":0.010758117,"teacher_disagreement_score":0.105902016,"about_ca_system_score_codex":0.0020160214,"about_ca_system_score_gemma":0.0060236584,"threshold_uncertainty_score":0.15105641},"labels":[],"label_agreement":null},{"id":"W2079318259","doi":"10.11610/isij.1104","title":"Transparency in Defence Resource Management - Problems and Solutions","year":2003,"lang":"en","type":"article","venue":"Information & Security An International Journal","topic":"Defense, Military, and Policy Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Transparency (behavior); Business; Resource (disambiguation); Process management; Computer security; Computer science","score_opus":0.04239584104865304,"score_gpt":0.23887927123612746,"score_spread":0.1964834301874744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079318259","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0130879115,0.061178062,0.020578582,0.8372243,0.002100944,0.000064592714,0.0001692869,0.00007800148,0.065518305],"genre_scores_gemma":[0.8672393,0.06652501,0.015321409,0.025805779,0.007628169,0.00021618881,0.00014873425,0.00011031677,0.017005006],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96876276,0.0180984,0.0012742848,0.002325427,0.006406795,0.0031322972],"domain_scores_gemma":[0.9326238,0.049468108,0.006305427,0.0029381309,0.006319963,0.002344545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02412562,0.0007279679,0.0014565332,0.0024527537,0.0054664067,0.015917413,0.0027538773,0.012748915,0.00951469],"category_scores_gemma":[0.053626653,0.00062819547,0.0011408167,0.005325593,0.017222153,0.023797823,0.008326225,0.011912344,0.0009942775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031166397,0.000051672178,0.00066651247,0.0003204642,0.000025003052,0.00015284825,0.0010022456,0.0034231357,0.00005545858,0.94100124,0.021026209,0.03224392],"study_design_scores_gemma":[0.000015767935,0.000012568131,0.0004266057,0.00044353036,0.000005274193,0.00006272953,0.0012234446,0.0022023746,0.00007589933,0.9702463,0.025259523,0.000025973093],"about_ca_topic_score_codex":0.010589977,"about_ca_topic_score_gemma":0.0046579805,"teacher_disagreement_score":0.02412562,"about_ca_system_score_codex":0.0118489945,"about_ca_system_score_gemma":0.012158795,"threshold_uncertainty_score":0.12759},"labels":[],"label_agreement":null},{"id":"W3170364941","doi":"10.11610/isij.4805","title":"Multinational Cooperation and Intervention: Small Steps to Better Results","year":2021,"lang":"en","type":"article","venue":"Information & Security An International Journal","topic":"Global Peace and Security Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Multinational corporation; Intervention (counseling); Psychological intervention; Political science; International community; Humanitarian intervention; Peacekeeping; Al qaeda; Development economics; Terrorism; Psychology; Public administration; Law; International law; Politics; Economics","score_opus":0.015788203669499925,"score_gpt":0.3156832609583231,"score_spread":0.2998950572888232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170364941","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":[0.2518208,0.10284216,0.08336447,0.19049527,0.018364035,0.13987684,0.0022001902,0.0016736623,0.20936252],"genre_scores_gemma":[0.681824,0.023494368,0.19424084,0.024184909,0.001991094,0.054947544,0.00078407954,0.00034329327,0.018189853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9365275,0.053254757,0.0026489443,0.001536857,0.0031725443,0.0028594085],"domain_scores_gemma":[0.92693675,0.048989818,0.003883812,0.00847979,0.006430059,0.005279773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06518377,0.0017107291,0.0019888189,0.0015255618,0.003576273,0.0051360596,0.0028480308,0.0036427386,0.022303669],"category_scores_gemma":[0.05895585,0.0005330375,0.0017984804,0.001399659,0.0048554423,0.0058803884,0.010855358,0.004573061,0.0015141302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010814802,0.0200109,0.013260497,0.036977306,0.0020493905,0.0012040031,0.007931257,0.005681364,0.005689663,0.13829368,0.03211031,0.72597677],"study_design_scores_gemma":[0.017814875,0.08414173,0.07521988,0.06388747,0.004433398,0.00145541,0.04557606,0.011480197,0.021049103,0.19538987,0.47911265,0.00043941717],"about_ca_topic_score_codex":0.0075427527,"about_ca_topic_score_gemma":0.008794172,"teacher_disagreement_score":0.06518377,"about_ca_system_score_codex":0.006426948,"about_ca_system_score_gemma":0.023812471,"threshold_uncertainty_score":0.3447289},"labels":[],"label_agreement":null}]}