{"meta":{"query_hash":"fb88f663976b","filters":{"venue":"International Conference on Communications"},"cohort_total":16,"direct_labels_cover":0,"predictions_cover":16,"exported":16,"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/fb88f663976b","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Communications"},"results":[{"id":"W118064413","doi":"","title":"Performance analysis of the WIMAX-D physical layer blocks on a next generation baseband processor platform","year":2008,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"WiMAX; Physical layer; Computer science; Baseband; Software-defined radio; Orthogonal frequency-division multiplexing; Embedded system; Computer hardware; Digital signal processing; Wireless; Computer network; Channel (broadcasting); Telecommunications; Bandwidth (computing)","score_opus":0.17938450918030113,"score_gpt":0.3311103444874685,"score_spread":0.15172583530716738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W118064413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441683,0.00004380867,0.0024836839,0.0011349781,0.00008683508,0.00024529162,0.000067388144,0.00020935101,0.051560324],"genre_scores_gemma":[0.9965969,0.0011798555,0.0015726602,0.00011148182,0.000029892908,0.00015524325,0.00012572246,0.000016241676,0.00021204485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99910766,0.000037198035,0.00029222743,0.00013373404,0.000321979,0.000107200685],"domain_scores_gemma":[0.9978624,0.00013998178,0.00013160628,0.0015514345,0.000282914,0.000031682484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000077162935,0.00014277162,0.00018481936,0.00024198538,0.0002357071,0.000025887397,0.0016474008,0.000053263524,0.00007372144],"category_scores_gemma":[0.000044187593,0.000118839474,0.00011372569,0.0005343494,0.00019374478,0.00025408468,0.00017115286,0.00033074585,0.000011498784],"study_design_candidate":"simulation_or_modeling","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":[0.00012774733,0.0022122348,0.013378318,0.00005648818,0.0026913106,0.0000013828638,0.0073980507,0.31508622,0.27122056,0.33019948,0.0031938546,0.054434363],"study_design_scores_gemma":[0.00012997592,0.000035296514,0.0046988954,0.00004973872,0.000052836243,0.0000017091713,0.000042859385,0.9583443,0.034979742,0.00023942946,0.0012908478,0.00013438005],"about_ca_topic_score_codex":0.000013144222,"about_ca_topic_score_gemma":0.00006225837,"teacher_disagreement_score":0.6432581,"about_ca_system_score_codex":0.0001087257,"about_ca_system_score_gemma":0.000045833887,"threshold_uncertainty_score":0.4846133},"labels":[],"label_agreement":null},{"id":"W18179083","doi":"","title":"Efficient disparity estimation using region based segmentation and multistage feedback","year":2006,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Advanced Vision and Imaging","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Artificial intelligence; Window (computing); Computational complexity theory; Stereoscopy; Computer vision; Segmentation; Image segmentation; Image (mathematics); Algorithm","score_opus":0.08738391923584261,"score_gpt":0.36882438372721305,"score_spread":0.28144046449137045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18179083","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":[0.009149129,0.000030511952,0.9791242,0.005165662,0.00012889772,0.0001461201,0.0000071566715,0.00009341392,0.0061549116],"genre_scores_gemma":[0.6958685,0.000012304432,0.30381498,0.00018071856,0.000010306061,0.0000117610425,0.000037013964,0.00000408837,0.000060342143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911815,0.00008147115,0.00022571739,0.00023177238,0.00023419305,0.00010867058],"domain_scores_gemma":[0.99883515,0.00012456902,0.00015231452,0.0006646146,0.00018299196,0.000040354076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105509025,0.00010363786,0.00007805891,0.00014368356,0.00027704908,0.0002492127,0.00077765033,0.000028534136,0.00001511728],"category_scores_gemma":[0.000042334654,0.000107091786,0.000027280574,0.00014644832,0.00010161834,0.00027359798,0.0002460063,0.00012953613,0.0000129975],"study_design_candidate":"simulation_or_modeling","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":[0.000014348119,0.00036249388,0.0016015053,0.000008031468,0.000009483813,0.000002836795,0.00017674945,0.07394082,0.0068946294,0.8473129,0.00012172071,0.06955447],"study_design_scores_gemma":[0.00033624368,0.00001321304,0.0050239484,0.00006237959,0.0000026669213,0.000005900866,0.00003271853,0.9885932,0.00057510874,0.0049582324,0.00028587875,0.00011050138],"about_ca_topic_score_codex":0.00012342715,"about_ca_topic_score_gemma":0.00002426934,"teacher_disagreement_score":0.9146524,"about_ca_system_score_codex":0.00011411391,"about_ca_system_score_gemma":0.000039529958,"threshold_uncertainty_score":0.43670765},"labels":[],"label_agreement":null},{"id":"W202875014","doi":"","title":"On-line tutorials in undergraduate mathematics","year":2012,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Mathematics education; Meaning (existential); Raising (metalworking); Habit; Computer science; Subject (documents); Line (geometry); Work (physics); Pedagogy; Psychology; Mathematics; World Wide Web; Engineering; Social psychology","score_opus":0.3665499898676794,"score_gpt":0.5367055915857293,"score_spread":0.1701556017180499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202875014","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011632953,0.000036811256,0.003738905,0.09512521,0.0038135028,0.00034184163,0.00003138424,0.00008361952,0.8851958],"genre_scores_gemma":[0.9551376,0.00022013001,0.04047812,0.00068989204,0.0005127642,0.00013702751,0.00005316251,0.000011618555,0.0027596673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99831563,0.00042366143,0.00038611845,0.00012602075,0.0005067885,0.00024175325],"domain_scores_gemma":[0.99695706,0.001630411,0.00017424017,0.00074606406,0.00041870464,0.00007350738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018817215,0.0001053656,0.00012224559,0.00031745224,0.0003453821,0.00009184268,0.0013532098,0.00008386001,0.0005705645],"category_scores_gemma":[0.0027124987,0.0001118747,0.000039555587,0.00044891253,0.00027859,0.00028712113,0.00011883363,0.00031102635,0.00036515165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046591063,0.00065873715,0.0006082722,0.0000011889259,0.000013673728,8.7451596e-8,0.0035373664,0.000029452876,0.000058525282,0.9917055,0.0010863392,0.0022962242],"study_design_scores_gemma":[0.0003144895,0.000036923033,0.0020930436,0.00013869864,0.000008420839,0.0000012566968,0.004837559,0.0017826236,0.00012964194,0.8466737,0.14371705,0.00026654624],"about_ca_topic_score_codex":0.00026743737,"about_ca_topic_score_gemma":0.00046496268,"teacher_disagreement_score":0.9435047,"about_ca_system_score_codex":0.00042171628,"about_ca_system_score_gemma":0.00031455304,"threshold_uncertainty_score":0.6247281},"labels":[],"label_agreement":null},{"id":"W2257532590","doi":"","title":"From component to circuit: advanced CAD tools for efficient RF/microwave integrated communication system design","year":2005,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Radio Frequency Integrated Circuit Design","field":"Engineering","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":"Toronto Metropolitan University; University of Ottawa","funders":"","keywords":"Component (thermodynamics); Computer science; CAD; Miniaturization; Integrated circuit; Microelectronics; Circuit design; Electronic engineering; Physical design; Electronic design automation; Computer architecture; Process (computing); Computer Aided Design; Integrated circuit design; Embedded system; Engineering; Electrical engineering; Engineering drawing","score_opus":0.10458499435245637,"score_gpt":0.30374037088877515,"score_spread":0.19915537653631876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257532590","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010791346,0.0004911921,0.8509756,0.0038982965,0.0007343058,0.002007529,0.0011301653,0.0010207394,0.12895083],"genre_scores_gemma":[0.96231204,0.00017897211,0.034774717,0.00022339393,0.00008571179,0.0011368501,0.0010574159,0.000065631306,0.00016528273],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810034,0.00019362992,0.000708995,0.00034489267,0.00033132805,0.00032084124],"domain_scores_gemma":[0.9958621,0.0010499026,0.00014281741,0.0020927854,0.0006892351,0.00016312143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000369486,0.0003336878,0.0003181529,0.00029296425,0.00020094815,0.0003247063,0.0028855423,0.0001496239,0.00010648089],"category_scores_gemma":[0.00020952901,0.0003603107,0.0001175297,0.00027604625,0.00010402835,0.00029436962,0.000049091122,0.00047705366,0.0003969643],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007656297,0.00024587088,0.0000041973462,0.00001661208,0.00030815895,0.0000012939432,0.001945247,0.3548603,0.23974064,0.28823358,0.004865547,0.10970198],"study_design_scores_gemma":[0.0009777227,0.0001006577,0.00007750123,0.0007627726,0.000051776515,0.00001159559,0.0020796615,0.9012138,0.05401359,0.0017532104,0.038313348,0.0006443258],"about_ca_topic_score_codex":0.00013582464,"about_ca_topic_score_gemma":0.00014374038,"teacher_disagreement_score":0.9515207,"about_ca_system_score_codex":0.0015040666,"about_ca_system_score_gemma":0.00011922068,"threshold_uncertainty_score":0.9998849},"labels":[],"label_agreement":null},{"id":"W2396805016","doi":"","title":"Adoption paths for barcode and RFID technologies in the medication process: full implementation, hybridization or migration","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Electronic Health Records Systems","field":"Health Professions","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":"Polytechnique Montréal","funders":"","keywords":"Barcode; Process (computing); Computer science; Quality (philosophy); Adverse effect; Incident report; Medical emergency; Computer security; Medicine","score_opus":0.29560256399843254,"score_gpt":0.5191698596733304,"score_spread":0.22356729567489786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396805016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4714613,0.0008665362,0.120381065,0.30119276,0.002260947,0.023212738,0.0007744054,0.0014079738,0.07844225],"genre_scores_gemma":[0.98898685,0.0021661362,0.0029324982,0.00061600545,0.000061948995,0.004606989,0.00050813705,0.00001628133,0.000105158535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9978666,0.00053723046,0.0007635779,0.0002601099,0.00029258066,0.00027994564],"domain_scores_gemma":[0.99744356,0.00075585145,0.00047274784,0.0006949619,0.0005977114,0.000035173354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012603359,0.00014087438,0.0001511851,0.00026922298,0.00061297126,0.000028320837,0.0009729414,0.00014323083,0.00017757498],"category_scores_gemma":[0.0005225805,0.00010431385,0.000024660547,0.00027335205,0.00012520791,0.00030655504,0.000089370675,0.0004604362,0.00002661253],"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":[0.00042630383,0.00042935344,0.03599475,0.00029522093,0.000057021247,8.271961e-7,0.03739385,0.0000042658867,0.0010092251,0.83099496,0.003013442,0.090380765],"study_design_scores_gemma":[0.0070086913,0.0022435803,0.11381259,0.0023419566,0.00012393051,0.000046521414,0.49019763,0.083602525,0.0007089147,0.17210476,0.12665737,0.0011515379],"about_ca_topic_score_codex":0.0005002553,"about_ca_topic_score_gemma":0.016474947,"teacher_disagreement_score":0.6588902,"about_ca_system_score_codex":0.0002443141,"about_ca_system_score_gemma":0.00059925567,"threshold_uncertainty_score":0.9193407},"labels":[],"label_agreement":null},{"id":"W2472224274","doi":"","title":"The impact of time varying channels on MAC layer in IEEE 802.11 networks","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Wireless Networks and Protocols","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Channel (broadcasting); Throughput; Computer network; IEEE 802.11; Network allocation vector; Transmission (telecommunications); Real-time computing; Media access control; Wireless; Telecommunications","score_opus":0.16309720977101244,"score_gpt":0.3692168531477863,"score_spread":0.20611964337677385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472224274","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053649083,0.00025573673,0.23811124,0.0119210705,0.0020392856,0.00783955,0.00006848659,0.00037302155,0.6857425],"genre_scores_gemma":[0.99752617,0.00017302913,0.0013520998,0.00010541253,0.000044654484,0.0005633232,0.0000079016,0.000007656974,0.00021974636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99892753,0.0001903612,0.00031245084,0.00017815139,0.00020115887,0.00019036718],"domain_scores_gemma":[0.99774265,0.00045338596,0.00019015995,0.0013761927,0.00018944524,0.000048177902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003973991,0.00012384988,0.000130029,0.00010992367,0.00015609447,0.00012549508,0.003810332,0.00006109126,0.000116064904],"category_scores_gemma":[0.000027850498,0.00008979915,0.000090543974,0.00022632866,0.000102707396,0.00020415129,0.00036637989,0.00029565723,0.000055243036],"study_design_candidate":"simulation_or_modeling","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":[0.00010727397,0.0005991418,0.0034782025,0.0000019135944,0.00010085055,0.0000034279606,0.001363012,0.024496235,0.00032968793,0.92768806,0.0016864185,0.040145773],"study_design_scores_gemma":[0.00028435385,0.00016751542,0.005566397,0.00017850216,0.0000016357382,0.0000025649747,0.000011052054,0.9794315,0.0002975214,0.01347123,0.00045231442,0.00013542232],"about_ca_topic_score_codex":0.00045604285,"about_ca_topic_score_gemma":0.000096086434,"teacher_disagreement_score":0.95493525,"about_ca_system_score_codex":0.00006821453,"about_ca_system_score_gemma":0.00008877535,"threshold_uncertainty_score":0.7080608},"labels":[],"label_agreement":null},{"id":"W2488604116","doi":"","title":"Courteous algorithm: performance optimization in WiMAX networks","year":2010,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Advanced Wireless Network Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"WiMAX; Computer science; Quality of service; Scheduling (production processes); Network packet; Computer network; Algorithm; Mathematical optimization; Wireless; Mathematics; Telecommunications","score_opus":0.02133959105202333,"score_gpt":0.2676907548703346,"score_spread":0.2463511638183113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2488604116","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":[0.006243165,0.00007152564,0.88318086,0.0010550629,0.0014571758,0.00030809263,0.000023774186,0.00044623582,0.107214086],"genre_scores_gemma":[0.89617246,0.0024435367,0.10075416,0.00007106572,0.000090891896,0.00006712894,0.00027521065,0.000030202425,0.000095357296],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991758,0.000026678785,0.00029323186,0.00015277964,0.00017000809,0.00018153254],"domain_scores_gemma":[0.99891716,0.00008875406,0.00006165356,0.0007114542,0.00016958706,0.000051409323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011653744,0.00014773966,0.000117177064,0.00017891219,0.00009410008,0.00006946575,0.00091055466,0.00011155487,0.0002501057],"category_scores_gemma":[0.000024488982,0.000172432,0.000026294289,0.00024460268,0.00009076611,0.0003241638,0.0000957935,0.000647837,0.00003085829],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004219615,0.00004453773,0.00033852854,0.0000015975519,0.000010252411,6.26281e-7,0.000048809346,0.9519597,0.00009024752,0.011155349,0.000088890556,0.036257222],"study_design_scores_gemma":[0.00024546863,0.000014113036,0.00067265466,0.0000420912,0.0000029427329,0.000005400065,0.000024307863,0.997034,0.00005141426,0.00023053253,0.0015083052,0.0001687442],"about_ca_topic_score_codex":0.000008379866,"about_ca_topic_score_gemma":0.00013719201,"teacher_disagreement_score":0.8899293,"about_ca_system_score_codex":0.00008970805,"about_ca_system_score_gemma":0.000026814709,"threshold_uncertainty_score":0.7031573},"labels":[],"label_agreement":null},{"id":"W2489911370","doi":"","title":"RFID-enabled materials management in the industrial construction supply chain","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"RFID technology advancements","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Radio-frequency identification; Supply chain; Supply chain management; Product (mathematics); Identification (biology); Quality (philosophy); Computer science; Business; Manufacturing engineering; Industrial organization; Environmental economics; Systems engineering; Risk analysis (engineering); Telecommunications; Engineering; Marketing; Computer security","score_opus":0.12437345805082659,"score_gpt":0.29932424462846174,"score_spread":0.17495078657763516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489911370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32505926,0.0000626586,0.00288966,0.0061903535,0.0021469635,0.0012788709,0.00013610136,0.0005514719,0.66168463],"genre_scores_gemma":[0.9944466,0.00047800227,0.004474036,0.00009903119,0.000022715856,0.00029969533,0.00007645472,0.000010164818,0.00009331581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99927086,0.00007801605,0.0002613896,0.00011075322,0.00014941875,0.00012959364],"domain_scores_gemma":[0.9990533,0.00004350265,0.000052407264,0.00079171726,0.000044461063,0.000014617003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021813075,0.000103896426,0.00008749225,0.00020579722,0.00006912935,0.000039749804,0.0014801974,0.00007784641,0.0006162927],"category_scores_gemma":[0.000020831316,0.00009420844,0.000017709286,0.00015699516,0.00012731655,0.00013850829,0.00013964936,0.00026272063,0.0000965003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021350314,0.000102507736,0.0010478209,0.0000031082204,0.000078176425,0.0000043323525,0.0004517839,0.00005457976,0.0016186483,0.9856242,0.00041459562,0.010578883],"study_design_scores_gemma":[0.012865482,0.000503436,0.08992848,0.0012101755,0.00020406686,0.00018138911,0.021715242,0.04122537,0.08709182,0.61730003,0.12503617,0.0027383547],"about_ca_topic_score_codex":0.00003947253,"about_ca_topic_score_gemma":0.00007234455,"teacher_disagreement_score":0.66938734,"about_ca_system_score_codex":0.000087061446,"about_ca_system_score_gemma":0.000010703357,"threshold_uncertainty_score":0.6747973},"labels":[],"label_agreement":null},{"id":"W2497631959","doi":"","title":"Plenary lecture 4: multipath routing over wireless mesh networks for multiple description video","year":2010,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Mobile Ad Hoc Networks","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":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Computer network; Multipath routing; Wireless mesh network; Multipath propagation; Network packet; Distributed computing; Wireless; Dynamic Source Routing; Wireless network; Routing protocol; Telecommunications; Channel (broadcasting)","score_opus":0.05489417028073115,"score_gpt":0.3085757327005638,"score_spread":0.25368156241983264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497631959","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":[0.011454295,0.000027036143,0.9764427,0.0042474996,0.0017250115,0.0006047276,0.00003573929,0.00027512063,0.0051878584],"genre_scores_gemma":[0.9477573,0.00011117914,0.05033228,0.0007145966,0.00026428807,0.00042809706,0.00018699672,0.00002275359,0.00018248973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983781,0.00011635981,0.00041115106,0.0004577597,0.00031676007,0.00031989117],"domain_scores_gemma":[0.99612594,0.0008852362,0.00026466433,0.0021063194,0.0005035958,0.000114264934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043316264,0.00022223564,0.00018539638,0.00012732709,0.00044746016,0.00044618812,0.004215453,0.00018964404,0.00008819837],"category_scores_gemma":[0.00022827435,0.00022592468,0.0001294569,0.00020904014,0.00013339621,0.0006554284,0.0008080056,0.0008228353,0.000023800576],"study_design_candidate":"simulation_or_modeling","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":[0.000027754513,0.0002097973,0.0019470504,0.0000033159808,0.000049637412,0.000001036671,0.00036555875,0.0011346232,0.00550043,0.93259656,0.0013360166,0.056828238],"study_design_scores_gemma":[0.0005678062,0.000048292794,0.0026514549,0.00005956778,0.0000072801467,0.000008077465,0.000025772379,0.9828941,0.00022708818,0.0065497602,0.0067216507,0.0002391205],"about_ca_topic_score_codex":0.000109219145,"about_ca_topic_score_gemma":0.0013902942,"teacher_disagreement_score":0.9817595,"about_ca_system_score_codex":0.000090529684,"about_ca_system_score_gemma":0.000119167686,"threshold_uncertainty_score":0.92129415},"labels":[],"label_agreement":null},{"id":"W2548939748","doi":"","title":"Performance analysis of Decode-and-Forward cooperative networks with best relay selection","year":2012,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Relay; Relay channel; Decodes; Computer science; Cooperative diversity; Selection (genetic algorithm); Node (physics); Computer network; Link Access Procedure for Frame Relay; Hop (telecommunications); Topology (electrical circuits); Channel (broadcasting); Decoding methods; Power (physics); Telecommunications; Mathematics; Fading; Engineering; Artificial intelligence","score_opus":0.08105159770417639,"score_gpt":0.33384989515241054,"score_spread":0.2527982974482341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548939748","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1661616,0.00079686067,0.7350763,0.0066320184,0.00026102582,0.0004078028,0.000017411254,0.00016418453,0.09048278],"genre_scores_gemma":[0.9783692,0.0050497567,0.015958523,0.00023014471,0.000020767386,0.000057293404,0.000047700894,0.0000065918553,0.00026004494],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989212,0.0001966619,0.0002958284,0.00018673719,0.00022755112,0.00017202737],"domain_scores_gemma":[0.9977867,0.00026161806,0.00019927278,0.0010293712,0.0006341455,0.00008890738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036082344,0.00013730774,0.00020484961,0.00033726337,0.00031515048,0.000101422214,0.0015831635,0.000050921157,0.00008673783],"category_scores_gemma":[0.000040144863,0.00011913062,0.000050915976,0.0010843306,0.00017005767,0.0006539222,0.0005162571,0.00028132778,0.000012005406],"study_design_candidate":"simulation_or_modeling","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":[0.000030392697,0.00039389523,0.06506189,0.0000025425104,0.00078645704,9.937378e-8,0.0013695196,0.022613468,0.00024941447,0.87921375,0.000087509594,0.03019106],"study_design_scores_gemma":[0.00017845232,0.00012042343,0.031039506,0.00004727983,0.00009778273,0.000004228464,0.000084418425,0.9661322,0.00013975835,0.000015482092,0.0019938783,0.0001465702],"about_ca_topic_score_codex":0.000017498221,"about_ca_topic_score_gemma":0.00025345225,"teacher_disagreement_score":0.94351876,"about_ca_system_score_codex":0.00006934106,"about_ca_system_score_gemma":0.000062998784,"threshold_uncertainty_score":0.4858006},"labels":[],"label_agreement":null},{"id":"W3116719322","doi":"","title":"Performance analysis of 2D pilot-assisted channel estimation for OFDM communication systems","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Advanced Wireless Communication Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Orthogonal frequency-division multiplexing; Computer science; Channel (broadcasting); Communications system; Electronic engineering; Telecommunications; Computer network; Engineering","score_opus":0.17544259889021338,"score_gpt":0.3391635283079696,"score_spread":0.1637209294177562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116719322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06213207,0.0008675908,0.69713223,0.00087389455,0.0004947883,0.0020609705,0.0007286123,0.0017238894,0.23398595],"genre_scores_gemma":[0.9457164,0.00245865,0.0501024,0.00002175181,0.000006636413,0.0007506375,0.0008259768,0.000029116936,0.00008842279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987494,0.000095149306,0.00063731085,0.00015564919,0.00021754883,0.00014498345],"domain_scores_gemma":[0.9963411,0.00028840292,0.00030314407,0.0023550552,0.0006634523,0.00004881729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030166775,0.00017836587,0.00030181112,0.00065650535,0.00016660066,0.000037381546,0.002300233,0.00008109435,0.000056523193],"category_scores_gemma":[0.000067927635,0.00020008183,0.000108494554,0.0005724472,0.00017938045,0.00035118198,0.00019465822,0.00021573235,0.000010523773],"study_design_candidate":"simulation_or_modeling","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":[0.00015052765,0.000890122,0.0009915623,0.00011272389,0.0022000517,1.375909e-7,0.0024732098,0.098104656,0.004485333,0.8536147,0.0004516344,0.036525358],"study_design_scores_gemma":[0.00022187013,0.00009491365,0.0071197744,0.00013776441,0.00015879491,9.890838e-7,0.00021359489,0.9880599,0.0018197469,0.0014892707,0.00049234746,0.00019102648],"about_ca_topic_score_codex":0.000093297065,"about_ca_topic_score_gemma":0.000090595335,"teacher_disagreement_score":0.8899552,"about_ca_system_score_codex":0.00014759402,"about_ca_system_score_gemma":0.00003119152,"threshold_uncertainty_score":0.81591004},"labels":[],"label_agreement":null},{"id":"W3141801054","doi":"","title":"2011 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC)","year":2011,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Telecommunications; Computer science; Computer network","score_opus":0.4154176176806391,"score_gpt":0.40720776476514914,"score_spread":0.008209852915489979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141801054","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012911721,0.000034712488,0.02188547,0.03157834,0.002158412,0.00032149788,0.00011163966,0.00036278952,0.942256],"genre_scores_gemma":[0.9718625,0.0010399065,0.02166979,0.0017878969,0.00008641082,0.00021622166,0.00016502052,0.000021978894,0.0031502892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976379,0.00020257507,0.0005940448,0.00053038064,0.00070634397,0.00032872838],"domain_scores_gemma":[0.9937039,0.00031520915,0.00030873442,0.004592358,0.00085565273,0.00022416741],"candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000325261,0.0003098354,0.00023878935,0.0003948911,0.0003539785,0.00046925308,0.014640052,0.00011952056,0.0012312542],"category_scores_gemma":[0.0001232381,0.00030830503,0.00014867226,0.00022475208,0.00049290364,0.0011207663,0.0019097198,0.00061766134,0.0034301905],"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":[0.000023710903,0.0009005965,0.00025205215,0.000001763984,0.00008227732,0.0000032728276,0.0011545932,0.0000019234997,0.00037731815,0.97792315,0.0029121945,0.01636715],"study_design_scores_gemma":[0.0024614856,0.0013007473,0.010308712,0.00068515836,0.000053628726,0.00008583328,0.0014546643,0.39056423,0.004343621,0.36628678,0.22031689,0.0021382407],"about_ca_topic_score_codex":0.00015344295,"about_ca_topic_score_gemma":0.00017051348,"teacher_disagreement_score":0.97057134,"about_ca_system_score_codex":0.00014896391,"about_ca_system_score_gemma":0.00023095157,"threshold_uncertainty_score":0.9999369},"labels":[],"label_agreement":null},{"id":"W3200373170","doi":"","title":"M. Kordi Boroujeny and B.L. Mark, \"A Framework for Providing Stochastic Delay Guarantees in Communication Networks,\" IEEE ICC 2021 Workshop on Time-sensitive and Deterministic Networking, Montreal, Canada, June 2021","year":2021,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Network Time Synchronization Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Network calculus; Computer science; Multiplexer; Upper and lower bounds; Network packet; Provisioning; Computer network; Topology (electrical circuits); Multiplexing; Mathematical optimization; Mathematics; Telecommunications; Quality of service","score_opus":0.030210088662699794,"score_gpt":0.28800760446061613,"score_spread":0.2577975157979163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200373170","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":[0.0032953497,0.0024383797,0.95581955,0.032273557,0.0008190382,0.0009591851,0.000074123825,0.00013630718,0.004184538],"genre_scores_gemma":[0.9562477,0.0033363933,0.03888172,0.00048681247,0.00008688585,0.00022123053,0.00014059388,0.000024607454,0.00057405815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979582,0.000317948,0.00050375046,0.00057336944,0.00030301974,0.00034371042],"domain_scores_gemma":[0.9941662,0.0031819628,0.00030468308,0.0017491154,0.00051170925,0.00008630654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036380408,0.0002797387,0.00032468536,0.00018684889,0.0004388491,0.00043037793,0.0016945221,0.00018194334,0.000032075885],"category_scores_gemma":[0.0005967906,0.00031424605,0.000044226294,0.0005001505,0.00025394847,0.000279253,0.00091355754,0.000608473,0.000006569766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011709897,0.0003661702,0.00026512527,0.00001995459,0.00022674458,0.000043019692,0.0009021372,0.025553962,0.00010106328,0.5109658,0.0050189015,0.45641997],"study_design_scores_gemma":[0.00043339838,0.000051894553,0.0005643444,0.0009167918,0.00001885684,0.000024950688,0.00030744105,0.97673744,0.000068165675,0.019098198,0.0014434706,0.00033503608],"about_ca_topic_score_codex":0.0026992534,"about_ca_topic_score_gemma":0.098713,"teacher_disagreement_score":0.9529523,"about_ca_system_score_codex":0.0002807391,"about_ca_system_score_gemma":0.00045307833,"threshold_uncertainty_score":0.999931},"labels":[],"label_agreement":null},{"id":"W38056905","doi":"10.1021/acsami.3c10586","title":"A GoP based FEC technique for packet based video streaming","year":2006,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Shanghai Jiao Tong University; National Natural Science Foundation of China","keywords":"Computer science; Forward error correction; Network packet; Frame (networking); Lossy compression; Group of pictures; Real-time computing; Data compression; Transmission (telecommunications); Computer network; Algorithm; Decoding methods; Telecommunications; Artificial intelligence","score_opus":0.04927993869160498,"score_gpt":0.30945081571038696,"score_spread":0.260170877018782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W38056905","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":[0.00019227808,0.000032291748,0.9420623,0.029190015,0.00019358408,0.00049260684,0.00005713471,0.00024175445,0.02753804],"genre_scores_gemma":[0.87291265,0.000008167481,0.124576576,0.000981633,0.000072168936,0.0008830647,0.0001580545,0.000010762267,0.00039695384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878734,0.00011832338,0.0003148735,0.00031002823,0.00026813688,0.00020132413],"domain_scores_gemma":[0.99716717,0.0007507911,0.0001660731,0.0013893032,0.00046909682,0.00005754196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031930773,0.00015972812,0.00013989185,0.00018062828,0.00026183468,0.00025662594,0.0027460733,0.00007736664,0.00006955249],"category_scores_gemma":[0.00007353935,0.00016388267,0.000112201094,0.00019534926,0.00009597545,0.00021524564,0.00014908086,0.00019616426,0.00003188231],"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":[0.000018775216,0.00024293749,0.00016354285,0.0000033359343,0.000014815455,9.239307e-7,0.0000122978745,0.0010324422,0.0012776406,0.95052785,0.0022056818,0.04449978],"study_design_scores_gemma":[0.0007309705,0.00007701433,0.00054541754,0.00009154853,0.000008198301,0.0000019430322,0.000010307589,0.9517418,0.0010854994,0.015951606,0.029553259,0.00020240988],"about_ca_topic_score_codex":0.00008084213,"about_ca_topic_score_gemma":0.00023490303,"teacher_disagreement_score":0.9507094,"about_ca_system_score_codex":0.000100246674,"about_ca_system_score_gemma":0.0002754459,"threshold_uncertainty_score":0.66829413},"labels":[],"label_agreement":null},{"id":"W61930541","doi":"","title":"A preliminary study for multiple ant colony system with new communication strategies","year":2005,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"Metaheuristic Optimization Algorithms Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ant colony optimization algorithms; Travelling salesman problem; Weighting; Ant colony; Computer science; Scheme (mathematics); ANT; Artificial intelligence; Mathematical optimization; Algorithm; Mathematics; Computer network","score_opus":0.1261040882049941,"score_gpt":0.38162791936840496,"score_spread":0.2555238311634108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W61930541","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":[0.0012291204,0.00009345099,0.95260864,0.016093079,0.000103611856,0.0014897241,0.00003373403,0.00027841286,0.028070198],"genre_scores_gemma":[0.71438557,0.000049985727,0.28394175,0.000082087594,0.000039869148,0.00044963168,0.00006925104,0.0000127644025,0.000969083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981708,0.000256741,0.00042906072,0.00036438528,0.0005640158,0.00021498598],"domain_scores_gemma":[0.99509734,0.0008625087,0.00023792525,0.0026945325,0.00097595423,0.00013172375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000523553,0.00018004533,0.00019252382,0.000248893,0.0004287805,0.000703998,0.005188283,0.00005255195,0.0000442648],"category_scores_gemma":[0.00018059563,0.0001623606,0.000048468697,0.00030125483,0.000119275304,0.0008098655,0.0007495595,0.00026977743,0.000071706185],"study_design_candidate":"simulation_or_modeling","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":[0.00014888041,0.0010689457,0.00041073136,0.000010250774,0.00013445571,0.0000022614056,0.002242938,0.006822419,0.000044915538,0.9664266,0.0012086133,0.021479003],"study_design_scores_gemma":[0.001489027,0.0006116062,0.0017293547,0.00008506407,0.000013277504,0.000022825921,0.0024961338,0.98528826,0.000043684737,0.0007556828,0.0072670723,0.00019801361],"about_ca_topic_score_codex":0.00024535228,"about_ca_topic_score_gemma":0.0006986556,"teacher_disagreement_score":0.97846586,"about_ca_system_score_codex":0.00022294499,"about_ca_system_score_gemma":0.0006051276,"threshold_uncertainty_score":0.9641207},"labels":[],"label_agreement":null},{"id":"W7034542","doi":"10.1097/00006324-198112000-00004","title":"Vertical handoff between UMTS and WLAN","year":2010,"lang":"en","type":"article","venue":"International Conference on Communications","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Handover; UMTS frequency bands; Computer network; Computer science; Quality of service; Mobility management; Throughput; Packet loss; Exploit; Network packet; Vertical handover; Wireless network; Wireless; Radio resource management; Heterogeneous network; Telecommunications; Computer security","score_opus":0.0533497156405281,"score_gpt":0.31215378694656737,"score_spread":0.2588040713060393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8400595,0.00017894771,0.005130309,0.007392288,0.0015473983,0.00035656648,0.00014168439,0.00048883795,0.14470448],"genre_scores_gemma":[0.99792635,0.00020323409,0.0013897753,0.00008074955,0.0001563527,0.000039484745,0.00010340499,0.000016468332,0.00008419053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924093,0.000041458166,0.00022291546,0.00015186309,0.00018575355,0.00015707615],"domain_scores_gemma":[0.9986552,0.0002728517,0.000020673197,0.00084809266,0.00010182044,0.00010136814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017090658,0.00012798615,0.00013232662,0.00007510914,0.00011382187,0.000115194474,0.00079577795,0.00010799667,0.0002597746],"category_scores_gemma":[0.000076224555,0.00013551117,0.00003634619,0.00006805135,0.00020753854,0.00014061325,0.00023743435,0.00065598974,0.0000851159],"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":[0.000031793446,0.00022151164,0.026980158,0.000022357943,0.00021520503,0.000002384401,0.0008313079,0.000054650194,0.012244566,0.9317537,0.0010845171,0.026557831],"study_design_scores_gemma":[0.002515054,0.00014657396,0.21462648,0.0001869833,0.000116263414,0.000031605003,0.00017814207,0.55199224,0.0039940607,0.08369048,0.14135928,0.0011628114],"about_ca_topic_score_codex":0.00003986914,"about_ca_topic_score_gemma":0.0005967781,"teacher_disagreement_score":0.84806323,"about_ca_system_score_codex":0.000037583977,"about_ca_system_score_gemma":0.000025222183,"threshold_uncertainty_score":0.55259854},"labels":[],"label_agreement":null}]}