{"meta":{"query_hash":"9fa12dcbe710","filters":{"venue":"Communications in Computing"},"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/9fa12dcbe710","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communications+in+Computing"},"results":[{"id":"W34149404","doi":"10.3389/fphar.2021.625785","title":"A Distributed Management Framework for H.323-Based VoIP System.","year":2003,"lang":"en","type":"article","venue":"Communications in Computing","topic":"Peer-to-Peer Network Technologies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Voice over IP; Computer science; Telecommunications; Business; Computer security; Operating system; The Internet","score_opus":0.05072240476573581,"score_gpt":0.3301386135403086,"score_spread":0.2794162087745728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34149404","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011007193,0.0003544242,0.9905959,0.0033698727,0.00024449668,0.0007442489,0.000008164897,0.0009585801,0.0026236305],"genre_scores_gemma":[0.4940751,0.000003769826,0.5056488,0.00014014599,0.0000063898588,0.000101747835,0.0000103467,0.000007740963,0.0000059772747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836326,0.00019573836,0.00043351343,0.00039666385,0.00017391561,0.00043688712],"domain_scores_gemma":[0.9943445,0.0012336603,0.00014322778,0.0041096383,0.00011475026,0.000054275315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010294617,0.00016711223,0.00022105205,0.0002887523,0.00041951842,0.00017827064,0.004745751,0.00010636346,4.1590005e-7],"category_scores_gemma":[0.00046059326,0.00018801668,0.000066790686,0.0017638779,0.0000741037,0.00009204065,0.0014859965,0.0003084195,0.000025524754],"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":[0.000001501951,0.00008365622,0.0006635868,0.00004845511,0.000014066767,0.0000029552614,0.00012894423,0.014409252,0.0000035877276,0.9582354,0.0006813886,0.025727209],"study_design_scores_gemma":[0.00046725888,0.000042175663,0.0011809769,0.0006832861,0.000010462535,0.000008377176,0.00039680983,0.9401628,0.00015372677,0.03020002,0.026340282,0.00035387336],"about_ca_topic_score_codex":0.000007499401,"about_ca_topic_score_gemma":0.000009904825,"teacher_disagreement_score":0.9280354,"about_ca_system_score_codex":0.0002989272,"about_ca_system_score_gemma":0.000046159446,"threshold_uncertainty_score":0.88188654},"labels":[],"label_agreement":null}]}