{"meta":{"query_hash":"76ef960ec27f","filters":{"venue":"International Journal of Information and Communication Technology Trends"},"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/76ef960ec27f","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Information+and+Communication+Technology+Trends"},"results":[{"id":"W7147667318","doi":"10.71465/ijictt62","title":"Cybersecurity in the Age of Digital Transformation: Emerging Challenges and Solutions","year":2021,"lang":"","type":"article","venue":"International Journal of Information and Communication Technology Trends","topic":"Information and Cyber Security","field":"Computer Science","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":"University of Guelph","funders":"","keywords":"Digital transformation; Cloud computing; Safeguard; The Internet; Emerging technologies; Key (lock); Cyber threats; Government (linguistics); Data Protection Act 1998","score_opus":0.022462881323430838,"score_gpt":0.2724075567224913,"score_spread":0.24994467539906046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7147667318","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034490723,0.26440305,0.06014561,0.5717301,0.0034182041,0.00010470831,0.0001430358,0.00034486802,0.06521976],"genre_scores_gemma":[0.5275993,0.39579228,0.037922665,0.027056783,0.0042183767,0.00015802417,0.00018711243,0.00008589832,0.006979565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975533,0.00092191255,0.00012690456,0.00022448112,0.0007448544,0.00042852515],"domain_scores_gemma":[0.9940486,0.0031996435,0.00058859226,0.0003309266,0.00091096084,0.00092134264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049440833,0.00077429565,0.0008769246,0.002619438,0.0035500252,0.0151156215,0.0014110141,0.0072035925,0.0031516307],"category_scores_gemma":[0.0044272323,0.00037539584,0.00065744127,0.002618128,0.008754689,0.023246072,0.009066242,0.009948158,0.0006935132],"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":[0.0000366,0.0001283345,0.0040529817,0.0013674791,0.00006165289,0.00069613016,0.003877078,0.0045756022,0.0012425304,0.7383399,0.028070357,0.21755138],"study_design_scores_gemma":[0.000008589041,0.00008892828,0.001701524,0.0026126748,0.000027963853,0.0010993306,0.025553232,0.008220472,0.00061733264,0.7520347,0.20794976,0.000085486594],"about_ca_topic_score_codex":0.0012925664,"about_ca_topic_score_gemma":0.0019883127,"teacher_disagreement_score":0.0151156215,"about_ca_system_score_codex":0.003417323,"about_ca_system_score_gemma":0.0068102633,"threshold_uncertainty_score":0.026147127},"labels":[],"label_agreement":null}]}