{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"5ca410601fe1","filters":{"venue":"International Conference on Data Communication Networking"}},"results":[{"id":"W1962012476","doi":"","title":"Network in a box","year":2010,"lang":"en","type":"article","venue":"International Conference on Data Communication Networking","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Network topology; Virtual machine; Virtual network; Network architecture; Distributed computing; Network simulation; Controller (irrigation); Operating system; Computer network; Topology (electrical circuits); Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.09556655955416789,"gpt":0.3362560555537799,"spread":0.240689495999612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.001327812,0.0001196081,0.0001316013,0.00009270477,0.000135537,0.0002953753,0.006779827,0.00009070815,0.00006837744],"category_scores_gemma":[0.0000932138,0.0001129731,0.00002245393,0.0002910816,0.00006298485,0.0009203286,0.001804947,0.0006134179,0.00008349079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003794071,"about_ca_system_score_gemma":0.00009308496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009583445,"about_ca_topic_score_gemma":0.0006417429,"domain_scores_codex":[0.9985679,0.0001257384,0.0003696797,0.0004002517,0.000312576,0.0002238258],"domain_scores_gemma":[0.996057,0.0002485782,0.0001684322,0.003337753,0.0001394543,0.00004873122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003315919,0.0001852931,0.05339768,0.000008039277,0.00002905904,0.000005850766,0.0004349923,0.001426466,0.0001858145,0.7342392,0.008086693,0.2019678],"study_design_scores_gemma":[0.0004177275,0.00002256113,0.01155311,0.0002324632,0.000002191505,0.0000151094,0.00002825707,0.865572,0.00001959927,0.03210909,0.08975759,0.0002702455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08598337,0.0009510159,0.4429537,0.07254253,0.02769291,0.001893012,0.00009975283,0.001757735,0.366126],"genre_scores_gemma":[0.9729043,0.0002202737,0.0256489,0.0005931718,0.0003577259,0.00002608256,0.0001724073,0.000006566328,0.00007052858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.886921,"threshold_uncertainty_score":0.998594,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1511703720","doi":"","title":"Denoising network tomography estimations","year":2010,"lang":"en","type":"article","venue":"International Conference on Data Communication Networking","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Network tomography; Noise reduction; Computer science; Tomography; Artificial intelligence; Transformation (genetics); Algorithm; Pattern recognition (psychology)","retraction":null,"screen_n_in":null,"score":{"opus":0.09204816260423844,"gpt":0.3214511053669903,"spread":0.2294029427627519,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685137,0.0001441328,0.0001133293,0.0001091935,0.0001948468,0.0002630135,0.001965951,0.00008347986,0.0001453778],"category_scores_gemma":[0.00003348063,0.0001596197,0.00003180295,0.0001894088,0.00007360429,0.0003551591,0.000406729,0.0005515335,0.00003191776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001917652,"about_ca_system_score_gemma":0.00001746117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002078464,"about_ca_topic_score_gemma":0.0002013724,"domain_scores_codex":[0.9991047,0.00004151177,0.0002544789,0.0002040304,0.0002076133,0.0001876971],"domain_scores_gemma":[0.9978479,0.0001513493,0.00008015025,0.001732993,0.0001374729,0.00005019784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003459914,0.0001303168,0.004429885,0.000009452079,0.0003678191,0.000009043383,0.0002646308,0.09749844,0.01108382,0.459469,0.1348129,0.2918902],"study_design_scores_gemma":[0.00009795737,0.000006755897,0.0008091302,0.0001925204,0.00001206268,0.000009952334,0.00001583897,0.8938538,0.0002882575,0.01449023,0.09001464,0.0002087799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04598993,0.001238396,0.3277934,0.004776296,0.009539499,0.0007968053,0.000199555,0.005461277,0.6042048],"genre_scores_gemma":[0.9616274,0.0004622204,0.03637647,0.0001762675,0.0004920686,0.00001428905,0.0008036928,0.00002581377,0.00002179871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9156374,"threshold_uncertainty_score":0.6509103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}