{"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","author_layer_release":"2026-06-26"},"query_hash":"a792d321a17f","filters":{"venue":"International Performance, Computing, and Communications Conference"}},"results":[{"id":"W2124446522","doi":"10.1109/pccc.2010.5682307","title":"Multiple description video multicast in MANETs","year":2010,"lang":"en","type":"article","venue":"International Performance, Computing, and Communications Conference","topic":"Mobile Ad Hoc Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Multicast; Computer science; Computer network; Distance Vector Multicast Routing Protocol; Protocol Independent Multicast; Multiple description coding; Xcast; Source-specific multicast; Pragmatic General Multicast; Distributed computing; Reliable multicast; IP multicast; Network packet","authors":[{"name":"S. Badarneh Osamah","is_ca":false},{"name":"Michel Kadoch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02606225784905009,"gpt":0.2682884818987432,"spread":0.2422262240496931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138928,0.0004179552,0.0006545484,0.0009542756,0.0007354228,0.0007958479,0.0009184736,0.0009338511,0.00140898],"category_scores_gemma":[0.001779821,0.0002173296,0.0002880393,0.001084323,0.0002898164,0.001742176,0.001134467,0.0005294305,0.0003943412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000467422,"about_ca_system_score_gemma":0.00037768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085906,"about_ca_topic_score_gemma":0.0008750695,"domain_scores_codex":[0.9991974,0.0003254052,0.00004019312,0.00007700989,0.0002787881,0.00008115642],"domain_scores_gemma":[0.9993365,0.0003462424,0.00007292875,0.00006677712,0.0001352089,0.00004229746],"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":[0.0004799624,0.0001715263,0.001828378,0.001118326,0.0001644801,0.001010354,0.0003923148,0.225578,0.01863985,0.09752891,0.02085179,0.6322361],"study_design_scores_gemma":[0.0001199416,0.0003866818,0.000636941,0.00009362386,0.00008548516,0.0007446324,0.0002119904,0.8724558,0.007701391,0.06550183,0.05200816,0.00005357929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03529082,0.009206061,0.9430069,0.001313654,0.0004673302,0.000265577,0.0002312744,0.001066064,0.009152403],"genre_scores_gemma":[0.7147772,0.008282235,0.2669824,0.0005982262,0.0005660182,0.0003647615,0.0006447741,0.0001031949,0.007681185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00140898,"threshold_uncertainty_score":0.006023288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142648121","doi":"10.1109/pccc.2010.5682314","title":"A primal-dual approximation algorithm for the Minimum Cost Stashing problem in wireless sensor networks","year":2010,"lang":"en","type":"article","venue":"International Performance, Computing, and Communications Conference","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Wireless sensor network; Dual (grammatical number); Computer science; Approximation algorithm; Wireless; Algorithm; Mathematical optimization; Mathematics; Computer network; Telecommunications","authors":[{"name":"Salimur Choudhury","is_ca":true},{"name":"Kamrul Islam","is_ca":true},{"name":"Selim G. Akl","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0205937115110896,"gpt":0.2676893775867271,"spread":0.2470956660756375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002457501,0.001911201,0.002516597,0.0008759104,0.0006538237,0.001728173,0.002340459,0.002426108,0.004104938],"category_scores_gemma":[0.003894109,0.0009184614,0.0009359185,0.001677318,0.001210472,0.002512253,0.001690718,0.002604379,0.0007813251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001650471,"about_ca_system_score_gemma":0.002250473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691177,"about_ca_topic_score_gemma":0.004725619,"domain_scores_codex":[0.9991371,0.0003867806,0.00002999684,0.0001720019,0.0001331184,0.000140935],"domain_scores_gemma":[0.9982899,0.001240368,0.0001306939,0.00007773961,0.0001489148,0.0001124736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001317713,0.00009597017,0.0002978968,0.0001437588,0.00003947185,0.00005148405,0.0000451184,0.960789,0.0002879123,0.01265341,0.003202425,0.02226178],"study_design_scores_gemma":[0.00002500925,0.00003102432,0.00002903127,0.000008570416,0.0000044153,0.00001003883,0.00001199607,0.9937958,0.0000601542,0.005663562,0.0003570794,0.000003325217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02094441,0.001208357,0.971113,0.0009389232,0.0001570889,0.0001468137,0.0002179198,0.0003398541,0.004933785],"genre_scores_gemma":[0.4764612,0.001175373,0.5121534,0.0005392999,0.0002404119,0.0005826033,0.0008042517,0.0002725327,0.007770967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006691177,"threshold_uncertainty_score":0.01373237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}