{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"319c29d10b71","filters":{"venue":"International Journal of Satellite Communications"}},"results":[{"id":"W2014317164","doi":"10.1002/sat.694","title":"An architecture for Internet service via broadband satellite networks","year":2001,"lang":"en","type":"article","venue":"International Journal of Satellite Communications","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"Cisco Systems","keywords":"Computer network; Broadband; Computer science; Communications satellite; The Internet; Software deployment; Architecture; Bandwidth (computing); Broadband networks; Transmission Control Protocol; Satellite; Telecommunications; Internet Protocol; Engineering; Operating system; Network packet","authors":[{"name":"Vijay Bharadwaj","is_ca":false},{"name":"John S. Baras","is_ca":false},{"name":"Norman P. Butts","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02296790142183049,"gpt":0.2915075018104774,"spread":0.2685396003886469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008569081,0.0003752649,0.0003573123,0.0008098937,0.001416394,0.002286423,0.001160225,0.001362957,0.004395974],"category_scores_gemma":[0.001077675,0.0004507324,0.0004076198,0.0008243462,0.001078336,0.002664371,0.00198154,0.001109639,0.001355749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001568138,"about_ca_system_score_gemma":0.00104489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002942709,"about_ca_topic_score_gemma":0.003834772,"domain_scores_codex":[0.9995214,0.0001444371,0.0000378292,0.00006726999,0.0001505292,0.00007866774],"domain_scores_gemma":[0.9994844,0.00008975499,0.00003924023,0.0001036365,0.0001913701,0.00009163861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003391066,0.0002599368,0.002645884,0.0003655649,0.0001126923,0.0008248714,0.00153768,0.08456176,0.05134825,0.6864375,0.01954599,0.1520208],"study_design_scores_gemma":[0.0001190649,0.0002477223,0.0009061867,0.0001259737,0.0001404451,0.0004429489,0.000339374,0.6627936,0.01136799,0.1950977,0.1283282,0.00009078263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1071686,0.001113455,0.8302135,0.002754844,0.0003650313,0.0004889342,0.0001188698,0.006923434,0.05085334],"genre_scores_gemma":[0.5713108,0.001235178,0.3988392,0.0005250775,0.0002574189,0.0005587041,0.0003180352,0.0003163295,0.02663936],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004395974,"threshold_uncertainty_score":0.01470596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2155994160","doi":"10.1002/sat.701","title":"Buffer management and rate guarantees for TCP over satellite‐ATM networks","year":2001,"lang":"en","type":"article","venue":"International Journal of Satellite Communications","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Computer network; Computer science; TCP Friendly Rate Control; TCP global synchronization; TCP tuning; TCP acceleration; CUBIC TCP; Zeta-TCP; Asynchronous Transfer Mode; Network congestion; Network packet","authors":[{"name":"Rohit Goyal","is_ca":false},{"name":"Raj Jain","is_ca":false},{"name":"Mukul Goyal","is_ca":false},{"name":"Sonia Fahmy","is_ca":false},{"name":"Bobby Vandalore","is_ca":false},{"name":"Sastri Kota","is_ca":false},{"name":"Norm Butts","is_ca":true},{"name":"Thomas C. vonDeak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02139064702330967,"gpt":0.2862460826977234,"spread":0.2648554356744138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001704745,0.0003865661,0.0003101672,0.0005543135,0.000498717,0.001180466,0.0005987395,0.0004592899,0.001018256],"category_scores_gemma":[0.007805373,0.0001844658,0.0001917878,0.0004371594,0.0007013217,0.001199732,0.0004501475,0.0006118188,0.00006311155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262221,"about_ca_system_score_gemma":0.0009675205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454568,"about_ca_topic_score_gemma":0.002002959,"domain_scores_codex":[0.9992731,0.0003035823,0.00003246055,0.00006556617,0.0001892977,0.0001360898],"domain_scores_gemma":[0.9953181,0.003584382,0.0004647778,0.0001231682,0.00043581,0.00007368687],"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":[0.0007992135,0.0001036754,0.005474038,0.0001757272,0.0000709707,0.0002678488,0.0002218883,0.8065477,0.07195842,0.07681689,0.001233583,0.03633],"study_design_scores_gemma":[0.00001653956,0.00004916444,0.0004768456,0.000008259355,0.00001715025,0.00003436708,0.00001649946,0.9880401,0.00657901,0.004403257,0.0003500087,0.000008643621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7243598,0.003837163,0.263026,0.0006733422,0.0001265941,0.00005016818,0.0001230147,0.0004674086,0.007336523],"genre_scores_gemma":[0.9962984,0.0001963299,0.003228346,0.00001725636,0.00001658686,0.0000089654,0.00001437572,0.00001080101,0.0002088812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454568,"threshold_uncertainty_score":0.009158075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994729982","doi":"10.1002/sat.704","title":"Neural network implementation of a fade countermeasure controller for a VSAT link","year":2002,"lang":"en","type":"article","venue":"International Journal of Satellite Communications","topic":"Power Line Communications and Noise","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Computer science; Throughput; Link adaptation; Controller (irrigation); Real-time computing; Fading; Artificial neural network; Communications satellite; Computer network; Channel (broadcasting); Telecommunications; Engineering; Satellite; Artificial intelligence; Wireless","authors":[{"name":"Andrei Malygin","is_ca":true},{"name":"E. Vilar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04415560594562633,"gpt":0.3125806708951662,"spread":0.2684250649495399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003477064,0.0004258718,0.0002184105,0.0002695837,0.0003741441,0.000570646,0.0008976938,0.0005685493,0.002977696],"category_scores_gemma":[0.0009573181,0.0001443766,0.0001506309,0.0001357233,0.0002889848,0.000333568,0.0002291947,0.0004754828,0.0004287419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005962746,"about_ca_system_score_gemma":0.0005346819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005829525,"about_ca_topic_score_gemma":0.00529563,"domain_scores_codex":[0.9998572,0.00002013338,0.000009426138,0.0000390438,0.00005064024,0.00002355769],"domain_scores_gemma":[0.9997215,0.00007931756,0.00003190727,0.00002384802,0.0001286166,0.000014788],"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":[0.0005709942,0.0002686855,0.002519068,0.0001771677,0.0001066347,0.0002288194,0.0001426991,0.2870979,0.06928494,0.006823106,0.002484339,0.6302956],"study_design_scores_gemma":[0.00003875086,0.0001700362,0.0005533785,0.00001250365,0.00003227616,0.00004496096,0.00001018818,0.9763416,0.02053791,0.0006725256,0.001574225,0.00001174694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1304475,0.000288066,0.856707,0.0003138914,0.0002405459,0.0002172844,0.00006120518,0.003753948,0.00797052],"genre_scores_gemma":[0.8921027,0.00007784678,0.1029365,0.0001153702,0.00003261929,0.0001032479,0.00004203385,0.00002976718,0.004559994],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005829525,"threshold_uncertainty_score":0.01159114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}