{"meta":{"query_hash":"0fdfe390bf5a","filters":{"venue":"Digital Communication"},"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/0fdfe390bf5a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Digital+Communication"},"results":[{"id":"W2363634929","doi":"","title":"Apply of FastBit in Traffic Measurement System","year":2012,"lang":"en","type":"article","venue":"Digital Communication","topic":"Advanced Sensor and Control Systems","field":"Engineering","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":"L'Alliance Boviteq","funders":"","keywords":"Bitmap; Computer science; Index (typography); Column (typography); Work (physics); Data mining; Database; Real-time computing; Computer network; Artificial intelligence; World Wide Web","score_opus":0.01540583672003973,"score_gpt":0.19002022866081386,"score_spread":0.17461439194077413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363634929","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":[0.91267323,0.00686884,0.0062174625,0.000012435873,0.00012205784,0.0003603974,0.000012232337,0.00027022662,0.07346314],"genre_scores_gemma":[0.999864,0.000011937213,0.00005953658,0.0000012540373,0.000013219499,0.000020383846,0.000010884387,0.000011377419,0.000007445068],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994935,0.00001960479,0.00020947463,0.00003356711,0.00013182832,0.00011206518],"domain_scores_gemma":[0.99956584,0.000021473632,0.00003132322,0.00032291294,0.000031566386,0.00002688204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015067938,0.00005988121,0.00011385912,0.000040866802,0.000019173298,0.000009710702,0.0001295221,0.000026935762,6.480236e-7],"category_scores_gemma":[0.00001052583,0.000060949635,0.000025798876,0.00008597685,0.000010332091,0.00028015175,0.000020542248,0.000057812147,0.0000141424625],"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":[0.00010140963,0.00074530236,0.029326372,0.0020097939,0.00025586403,0.0000013912733,0.01597745,0.4513455,0.037837908,0.03408045,0.00032739356,0.42799118],"study_design_scores_gemma":[0.009602128,0.00028597572,0.13079698,0.004066329,0.00013211284,0.00008775835,0.03582872,0.6757419,0.020871682,0.00046917005,0.1187493,0.003367957],"about_ca_topic_score_codex":0.000004330751,"about_ca_topic_score_gemma":0.00000973135,"teacher_disagreement_score":0.42462322,"about_ca_system_score_codex":0.00011595315,"about_ca_system_score_gemma":0.0000025681536,"threshold_uncertainty_score":0.2485454},"labels":[],"label_agreement":null}]}