{"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&amp;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":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2857411,0.0001181803,0.002026152,0.0009578148,0.0054562325,0.000059195358,0.0004602361,0.000047723952,0.7051334],"genre_scores_gemma":[0.9879853,0.00008362231,0.00069110515,0.0007402085,0.00090086996,0.0000037655975,0.00010395728,0.000005567137,0.00948561],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899495,0.0000074311356,0.00064663956,0.00010378169,0.00009129961,0.000155914],"domain_scores_gemma":[0.9992033,0.000012322327,0.00046436355,0.00011268105,0.00014633506,0.00006099566],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00056821347,0.0000829167,0.00012804504,0.0003260116,0.00019192655,0.00076702115,0.00040267786,0.000045333527,0.007020537],"category_scores_gemma":[0.000055901586,0.000092427115,0.000089229536,0.00006764369,0.000057547964,0.0037145084,0.000059719987,0.00013935038,0.012314646],"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":[0.00003490884,0.00009206299,0.012654724,0.0000041178528,0.00008581177,0.0000031878192,0.006194066,0.00070361444,0.0000015800882,0.7490408,0.23016244,0.0010226846],"study_design_scores_gemma":[0.0003787096,0.000010594009,0.009153625,0.000004823669,0.0000015225193,0.000042721447,0.00045337237,0.0007449362,0.0000046779032,0.05566281,0.9334275,0.00011468564],"about_ca_topic_score_codex":0.00028086337,"about_ca_topic_score_gemma":0.00003158835,"teacher_disagreement_score":0.7032651,"about_ca_system_score_codex":0.0001247774,"about_ca_system_score_gemma":0.000012355426,"threshold_uncertainty_score":0.9938872},"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":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47082278,0.0024994444,0.00979166,0.0037868093,0.0013344325,0.00039726673,0.00032362333,0.000053025273,0.510991],"genre_scores_gemma":[0.9973175,0.0014530757,0.0004730175,0.00059521757,0.000055974877,0.000012485314,0.000020647916,0.000003943112,0.00006812864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989404,0.000024298797,0.00065118907,0.00010272754,0.00008897594,0.00019242766],"domain_scores_gemma":[0.99955064,0.000017933755,0.00020498612,0.00009094454,0.00006244539,0.00007307415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007028341,0.00009238785,0.00012717958,0.0004102439,0.00016338825,0.00016788093,0.00019529444,0.000043289638,0.00012929674],"category_scores_gemma":[0.000062173574,0.000105990985,0.000045922203,0.00011557058,0.00005154829,0.0018265847,0.000025054984,0.00018926772,0.00008516532],"study_design_candidate":"theoretical_or_conceptual","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":[0.00001455241,0.000073881965,0.022356251,0.000023411683,0.00005809699,0.000004354056,0.018457549,0.0006383559,1.8795619e-7,0.9561284,0.0008012175,0.0014437522],"study_design_scores_gemma":[0.0012566964,0.000067011264,0.08958838,0.000057598605,0.0000054503626,0.0001516496,0.0026996057,0.0015436225,0.0000023990472,0.27982128,0.62454826,0.00025803424],"about_ca_topic_score_codex":0.00013643931,"about_ca_topic_score_gemma":0.00015431824,"teacher_disagreement_score":0.6763071,"about_ca_system_score_codex":0.000098911914,"about_ca_system_score_gemma":0.000010817855,"threshold_uncertainty_score":0.4322187},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90365463,0.000040435036,0.011795741,0.054239467,0.0025852998,0.0002402533,0.00026372078,0.00008116587,0.027099282],"genre_scores_gemma":[0.9894632,0.00014388673,0.002714113,0.0062117763,0.00072455255,0.0000064115175,0.00049041316,0.000005068887,0.0002405551],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99809545,0.0002280994,0.00059085904,0.00013978749,0.0007404799,0.00020532287],"domain_scores_gemma":[0.9971429,0.00006492746,0.00022134082,0.00010060525,0.0022037558,0.00026648425],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011657578,0.000107867185,0.0001052526,0.00019972498,0.00052124425,0.0014710535,0.00032911307,0.000109569555,0.00026661073],"category_scores_gemma":[0.0009957919,0.00011971714,0.000075240605,0.0001853716,0.00007167022,0.0038843767,0.00010775591,0.00028658556,0.000090657],"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":[0.0005852709,0.0006580527,0.0046267468,0.000027088103,0.0002458131,0.00011817313,0.20289189,0.0014629901,0.0000884661,0.6203661,0.018969415,0.14996003],"study_design_scores_gemma":[0.0022752893,0.00012122774,0.012840753,0.00010883605,0.000016553373,0.00024174181,0.0149970455,0.008718086,0.00006749813,0.008878928,0.95139474,0.00033930354],"about_ca_topic_score_codex":0.00040868542,"about_ca_topic_score_gemma":0.004476862,"teacher_disagreement_score":0.9324253,"about_ca_system_score_codex":0.00023155761,"about_ca_system_score_gemma":0.00022542429,"threshold_uncertainty_score":0.99956554},"labels":[],"label_agreement":null}]}