{"meta":{"query_hash":"1afaaf163ae4","filters":{"venue":"China Cable Television"},"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/1afaaf163ae4","api":"https://metacan.xera.ac/api/v1/cohort?venue=China+Cable+Television"},"results":[{"id":"W2354035402","doi":"","title":"A Brief Analysis on the Architecture of Commercial HFC NMS Software","year":2004,"lang":"en","type":"article","venue":"China Cable Television","topic":"Advanced Computational Techniques and Applications","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Architecture; Software; Software architecture; Computer science; Engineering; Software engineering; Systems engineering; Operating system","score_opus":0.011296285603696056,"score_gpt":0.26446076511712063,"score_spread":0.2531644795134246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354035402","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028566353,0.00004254747,0.9668546,0.0035606096,0.000021761403,0.00018993762,0.0000075401917,0.00015084355,0.000605842],"genre_scores_gemma":[0.80912834,0.00001172217,0.1902033,0.00055432034,0.00003027392,0.000019989959,0.000009857614,0.000006280931,0.000035929694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990762,0.00003087605,0.00019374905,0.00027633243,0.00027596648,0.00014691301],"domain_scores_gemma":[0.9989796,0.00015235152,0.00012168257,0.0006365039,0.00006519019,0.000044614935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014685439,0.00011488018,0.00017481406,0.00012742043,0.00022210278,0.000043121832,0.00074181415,0.00004043781,0.000015950498],"category_scores_gemma":[0.000050451035,0.00007636327,0.00014600642,0.0012604948,0.00005387425,0.00009235861,0.00016947532,0.00017007922,0.000006994703],"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":[0.0000087487215,0.00014807215,0.00011768378,0.000009805453,0.00004952469,0.0000026131659,0.0003331636,0.43335402,0.00029251966,0.4075422,0.0004623008,0.15767936],"study_design_scores_gemma":[0.00064352306,0.00047037125,0.063727,0.00014475726,0.00010032294,0.000018041888,0.000015775533,0.040233906,0.013592999,0.86027914,0.020264428,0.00050975394],"about_ca_topic_score_codex":0.0000735467,"about_ca_topic_score_gemma":0.0000063688417,"teacher_disagreement_score":0.780562,"about_ca_system_score_codex":0.000040212708,"about_ca_system_score_gemma":0.00004196483,"threshold_uncertainty_score":0.31140038},"labels":[],"label_agreement":null}]}