{"meta":{"query_hash":"fd588e3b0960","filters":{"venue":"IRO Journal on Sustainable Wireless Systems"},"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/fd588e3b0960","api":"https://metacan.xera.ac/api/v1/cohort?venue=IRO+Journal+on+Sustainable+Wireless+Systems"},"results":[{"id":"W2986405714","doi":"10.36548/jsws.2019.1.005","title":"SECURE MULTIMEDIA DATA TRANSMISSION IN MOBILE AD-HOC NETWORKS","year":2019,"lang":"en","type":"article","venue":"IRO Journal on Sustainable Wireless Systems","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Computer network; Network packet; Node (physics); Encryption; Throughput; Transmission (telecommunications); Mobile ad hoc network; Quality of service; Data transmission; File size; Multimedia; Operating system; Wireless; Telecommunications","score_opus":0.010796044432940514,"score_gpt":0.24530052977661143,"score_spread":0.2345044853436709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986405714","genre_codex":"methods","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":[0.20529154,0.09262197,0.6867491,0.0006163101,0.0062952223,0.0051547396,0.000011733444,0.0004794448,0.0027799632],"genre_scores_gemma":[0.989502,0.0033249485,0.0015072827,0.00015420276,0.00062776305,0.0001025271,0.000022010187,0.000079289784,0.004679934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99487185,0.00064162764,0.0010491888,0.0010044085,0.0009962374,0.0014366662],"domain_scores_gemma":[0.9960824,0.00039883264,0.0005220787,0.0021868364,0.00031069393,0.0004991041],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026579374,0.0004526118,0.000770853,0.00041484518,0.00025699343,0.00092436676,0.0039631496,0.0003778241,0.00005832045],"category_scores_gemma":[0.000021168105,0.00038147747,0.00012688948,0.0011549467,0.000043768032,0.0019943437,0.0006472128,0.0015526188,0.00010637818],"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":[0.00024229332,0.0005011804,0.0014276872,0.0005494402,0.00008776171,0.003789515,0.0022806514,0.6541812,0.00010715996,0.0061383136,0.010032996,0.32066184],"study_design_scores_gemma":[0.0014012661,0.00034000483,0.00015023982,0.0005818352,0.000007803931,0.00032635598,0.0014244036,0.73472345,0.000009244928,0.000085033,0.26057082,0.0003795204],"about_ca_topic_score_codex":0.000033791977,"about_ca_topic_score_gemma":0.0000072586813,"teacher_disagreement_score":0.7842105,"about_ca_system_score_codex":0.0005815932,"about_ca_system_score_gemma":0.00035562663,"threshold_uncertainty_score":0.99986374},"labels":[],"label_agreement":null}]}