{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"9fa12dcbe710","filters":{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Voice over IP; Computer science; Telecommunications; Business; Computer security; Operating system; The Internet","authors":[{"name":"Ching-Chung Huang","is_ca":false},{"name":"Chi-Shih Chao","is_ca":false},{"name":"An-Chi Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05072240476573581,"gpt":0.3301386135403086,"spread":0.2794162087745728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004110866,0.001136123,0.0009289432,0.001034377,0.000817341,0.002238723,0.00445086,0.001506547,0.0566405],"category_scores_gemma":[0.005412657,0.0006498623,0.0006843513,0.0006509272,0.00073273,0.003683073,0.005163791,0.001788274,0.01968805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193848,"about_ca_system_score_gemma":0.001647818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005547341,"about_ca_topic_score_gemma":0.003071652,"domain_scores_codex":[0.9982278,0.0003935534,0.0001969016,0.0003225263,0.0005633578,0.0002958339],"domain_scores_gemma":[0.9983053,0.0004109282,0.0001034685,0.0004459675,0.0003409081,0.0003933436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005487916,0.001365587,0.005675095,0.001356375,0.0003352014,0.001127025,0.001073847,0.02259099,0.02623733,0.05561946,0.4273204,0.4518109],"study_design_scores_gemma":[0.001931662,0.001030102,0.004450819,0.0004037083,0.0001908377,0.0005263201,0.000465815,0.5127689,0.01474438,0.05207394,0.4110859,0.0003277512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01203439,0.001044126,0.6070007,0.001571003,0.0007535295,0.003799098,0.005840982,0.3297284,0.03822773],"genre_scores_gemma":[0.4938491,0.001636336,0.3645695,0.003074403,0.0008190687,0.008470327,0.03565249,0.01857856,0.07335024],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0566405,"threshold_uncertainty_score":0.1894814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}