{"meta":{"query_hash":"f3b05afe6016","filters":{"venue":"International Journal of Wireless and Mobile Computing"},"cohort_total":13,"direct_labels_cover":0,"predictions_cover":13,"exported":13,"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/f3b05afe6016","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Wireless+and+Mobile+Computing"},"results":[{"id":"W1967504721","doi":"10.1504/ijwmc.2010.035890","title":"Games for non-repudiation protocol correctness","year":2010,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Advanced Authentication Protocols Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Computer science; Correctness; Protocol (science); Non-repudiation; Computer security; Programming language; Key (lock)","score_opus":0.008262736092900656,"score_gpt":0.3286387256496126,"score_spread":0.3203759895567119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967504721","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":[0.11317824,0.0000024400622,0.86913383,0.00015939178,0.0010906562,0.01637846,0.0000015935643,0.000019781488,0.00003563077],"genre_scores_gemma":[0.943377,9.879473e-7,0.046332277,0.000070638656,0.00042919713,0.009767815,8.614498e-7,0.000007311081,0.000013870534],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989763,0.000018956975,0.00043423884,0.00016749432,0.00028186792,0.000121159006],"domain_scores_gemma":[0.99805677,0.00020461465,0.00063048606,0.00013062735,0.0009096415,0.00006783133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047146983,0.000092470975,0.00014559878,0.000116394665,0.00008191565,0.00018950444,0.0006785059,0.000043509994,0.00000452351],"category_scores_gemma":[0.00010270345,0.000081142665,0.00007001171,0.00007273254,0.000038645114,0.00048407802,0.00016059239,0.00019257955,9.3996715e-7],"study_design_candidate":"design_other","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":[0.00006113991,0.0001981237,0.0020329426,0.00004470729,0.000046395235,0.0000087066865,0.0015279298,0.00074946485,0.017496757,0.044474702,0.00008729985,0.9332718],"study_design_scores_gemma":[0.004192213,0.00059764,0.0055150227,0.00029409223,0.000010772295,0.00044253873,0.0001365969,0.889134,0.043406732,0.03278248,0.023109345,0.0003785921],"about_ca_topic_score_codex":0.0000018770253,"about_ca_topic_score_gemma":0.0000014333475,"teacher_disagreement_score":0.9328932,"about_ca_system_score_codex":0.000024857021,"about_ca_system_score_gemma":0.00008915665,"threshold_uncertainty_score":0.3308902},"labels":[],"label_agreement":null},{"id":"W1984879065","doi":"10.1504/ijwmc.2009.028895","title":"Prevention of management frame attacks on 802.11 WLANs","year":2009,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Wireless Networks and Protocols","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":"Dalhousie University","funders":"","keywords":"Computer science; Computer security; Denial-of-service attack; Computer network; Frame (networking); Scheme (mathematics); IEEE 802.11e-2005; Authentication (law); Wireless network; Telecommunications; Wireless","score_opus":0.012213450789997686,"score_gpt":0.3062810456746242,"score_spread":0.2940675948846265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984879065","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":[0.5327322,0.00009698913,0.46541095,0.0003072262,0.000495725,0.00043181138,8.851593e-7,0.000014342575,0.00050986116],"genre_scores_gemma":[0.98981524,0.000080109356,0.009583358,0.00018378536,0.00029075998,0.000008300457,8.147655e-7,0.0000042349743,0.000033386346],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987644,0.000046789497,0.00047644356,0.00015086606,0.00043241537,0.00012908578],"domain_scores_gemma":[0.9990035,0.00007435994,0.0005054072,0.00012801241,0.00023424845,0.000054469714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038705958,0.000102582904,0.00019827529,0.00015730382,0.000044442033,0.000108929606,0.0006463973,0.000042658314,0.0000044592025],"category_scores_gemma":[0.000005147114,0.000087393055,0.00010378907,0.000098050434,0.000020328722,0.00020228524,0.000120112425,0.0001423181,9.2037124e-7],"study_design_candidate":"design_other","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":[0.000047394587,0.00025014422,0.0012321123,0.000016544102,0.00008258995,0.00006415197,0.0004796691,0.0121185975,0.00036260186,0.029295977,0.00031044817,0.9557398],"study_design_scores_gemma":[0.011413308,0.0094018,0.16259971,0.011985844,0.00011072139,0.0010737347,0.0007498393,0.71575224,0.016323505,0.039103914,0.02993913,0.0015462546],"about_ca_topic_score_codex":0.0000028741133,"about_ca_topic_score_gemma":5.8080457e-7,"teacher_disagreement_score":0.95419353,"about_ca_system_score_codex":0.00003156701,"about_ca_system_score_gemma":0.000022194938,"threshold_uncertainty_score":0.35637856},"labels":[],"label_agreement":null},{"id":"W1986665050","doi":"10.1504/ijwmc.2007.016718","title":"Interworking of 3G cellular networks and wireless LANs","year":2007,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada); University of Waterloo","funders":"","keywords":"Computer science; Computer network; Wireless; Wireless network; Cellular network; Distributed computing; Telecommunications","score_opus":0.004911179936235817,"score_gpt":0.22369402570236777,"score_spread":0.21878284576613194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986665050","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":[0.8054576,0.0023701375,0.19017008,0.000010938296,0.0017352743,0.00007482868,0.0000022484483,0.000024883357,0.00015403995],"genre_scores_gemma":[0.99787796,0.0005192842,0.00048083998,0.000026672087,0.0010612302,7.4188773e-7,0.0000027753877,0.000025776362,0.000004726922],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998541,0.000031473413,0.0007279707,0.00014310912,0.00030855878,0.00024791493],"domain_scores_gemma":[0.9989508,0.00027422816,0.00030441838,0.00009348637,0.00026782145,0.00010925218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009187165,0.00017036687,0.00034408632,0.00016574311,0.00004665679,0.0000662345,0.00026930546,0.000106461426,0.000007421785],"category_scores_gemma":[0.000012571203,0.00016657152,0.000093068404,0.000098201876,0.00009050382,0.00014541199,0.0001474113,0.00040246095,2.3572743e-7],"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":[0.00026103234,0.00019642171,0.052928787,0.00023822028,0.0006942006,0.0003106737,0.0038082858,0.22595476,0.016442306,0.0012589836,0.00013744956,0.69776887],"study_design_scores_gemma":[0.0018420694,0.00020611999,0.013068133,0.001289939,0.00007106768,0.0004191389,0.00090641447,0.9712074,0.008563702,0.0002600401,0.0017531504,0.00041283146],"about_ca_topic_score_codex":0.00001863147,"about_ca_topic_score_gemma":0.000019008103,"teacher_disagreement_score":0.74525267,"about_ca_system_score_codex":0.00007324732,"about_ca_system_score_gemma":0.000013656425,"threshold_uncertainty_score":0.67925894},"labels":[],"label_agreement":null},{"id":"W2017165170","doi":"10.1504/ijwmc.2010.034214","title":"Programmable agents for efficient topology formation of Bluetooth scatternets","year":2010,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Bluetooth and Wireless Communication Technologies","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 British Columbia","funders":"","keywords":"Computer science; Bluetooth; Scatternet; Computer network; Distributed computing; Flexibility (engineering); Wireless; Scheme (mathematics); Piconet; Network topology; Topology (electrical circuits); Telecommunications","score_opus":0.014040937761543377,"score_gpt":0.290302374920032,"score_spread":0.27626143715848867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017165170","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":[0.6163837,0.00008892798,0.38228762,0.00041856722,0.00065203133,0.000108936816,0.0000016297021,0.000022327114,0.000036273934],"genre_scores_gemma":[0.9646312,0.000057707475,0.035141632,0.00006047247,0.00008666495,0.000007497952,0.0000019648753,0.000004921942,0.000007910322],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990015,0.000022829414,0.0004945573,0.000113044654,0.0002268313,0.00014124013],"domain_scores_gemma":[0.99830645,0.00016307955,0.0006582031,0.00019946603,0.0006268795,0.00004592909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044314758,0.000085181884,0.00018229797,0.00020979432,0.000068614456,0.00009674898,0.0011498178,0.0000681158,0.0000019953045],"category_scores_gemma":[0.00006117067,0.00007327461,0.00008005637,0.00009083789,0.00009548519,0.00023340157,0.0003192269,0.00018664873,4.4049898e-7],"study_design_candidate":"design_other","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":[0.000027111175,0.00019031607,0.0016835543,0.000037217687,0.000050895753,0.0000040214773,0.0010767112,0.0022628587,0.0089193275,0.050952233,0.00016685129,0.9346289],"study_design_scores_gemma":[0.0021545663,0.00055364735,0.003695033,0.00022494583,0.000018481403,0.00035227407,0.00046586874,0.87416595,0.09853284,0.0035597999,0.01600501,0.00027159127],"about_ca_topic_score_codex":0.000010216916,"about_ca_topic_score_gemma":0.0000040469217,"teacher_disagreement_score":0.9343573,"about_ca_system_score_codex":0.000018071129,"about_ca_system_score_gemma":0.000046340778,"threshold_uncertainty_score":0.2988052},"labels":[],"label_agreement":null},{"id":"W2043417119","doi":"10.1504/ijwmc.2010.035889","title":"Integrating the Havana agent platform into the existing web infrastructure","year":2010,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Mobile Agent-Based Network Management","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":"Systems, Applications & Products in Data Processing (Canada); University of Guelph","funders":"","keywords":"Computer science; Incentive; World Wide Web; Mobile agent; Computer security; Software agent; Web application; Distributed computing","score_opus":0.010106727439889572,"score_gpt":0.2630023209290548,"score_spread":0.25289559348916524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043417119","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":[0.8132599,0.00023606286,0.18123795,0.001252978,0.003338934,0.00016943242,6.298677e-7,0.000027278264,0.0004768549],"genre_scores_gemma":[0.9852808,0.000074419695,0.012831098,0.0006613776,0.0011103429,0.0000059544805,9.4063677e-7,0.000010605558,0.000024429257],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982821,0.000063509295,0.0005910945,0.00021417768,0.0006274621,0.00022170346],"domain_scores_gemma":[0.99806464,0.00048084825,0.00069134,0.00029885702,0.00038323292,0.000081113954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013021503,0.00017062051,0.00017406927,0.00011759835,0.0003881573,0.0006423903,0.002115743,0.000047230133,0.000013689808],"category_scores_gemma":[0.000096086485,0.0000938253,0.000114883405,0.0001727328,0.000115345996,0.00033273475,0.00090772327,0.0007798173,0.0000019488825],"study_design_candidate":"design_other","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":[0.000009457897,0.000023141778,0.0012998729,0.00000802137,0.000115483344,0.0000611284,0.0044714883,0.011743895,0.0020726596,0.029505972,0.0010089881,0.9496799],"study_design_scores_gemma":[0.000595176,0.00011719889,0.002373565,0.00020399046,0.00002248152,0.0004467642,0.0015309583,0.93205965,0.0006791382,0.0028738738,0.05888033,0.00021689206],"about_ca_topic_score_codex":0.000045411725,"about_ca_topic_score_gemma":0.00006116534,"teacher_disagreement_score":0.949463,"about_ca_system_score_codex":0.00008383071,"about_ca_system_score_gemma":0.00011226461,"threshold_uncertainty_score":0.61945844},"labels":[],"label_agreement":null},{"id":"W2048435049","doi":"10.1504/ijwmc.2006.012560","title":"A novel differentiated retransmission scheme for MPEG video streaming over wireless links","year":2006,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Video Coding and Compression Technologies","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Retransmission; Computer science; Scheme (mathematics); Wireless; MPEG-4; Video streaming; Computer network; Real-time computing; Telecommunications; Coding (social sciences); Network packet","score_opus":0.012017233627469695,"score_gpt":0.26542455439637275,"score_spread":0.25340732076890304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048435049","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":[0.5105287,0.00023333041,0.48840868,0.00020736917,0.00048157937,0.000060583516,0.0000027078763,0.00005851767,0.000018573699],"genre_scores_gemma":[0.9725178,0.00006705425,0.026988866,0.000058585265,0.00031038912,0.000004756064,0.0000032982614,0.000012084078,0.000037163973],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847937,0.000021999702,0.00058505806,0.00026427401,0.00043016896,0.00021915002],"domain_scores_gemma":[0.9985358,0.00023862756,0.00052530784,0.00015623176,0.00048112415,0.00006290641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028269461,0.00016902844,0.00027132238,0.0002535165,0.00015715446,0.00029265264,0.0009505521,0.00015354095,0.0000028159038],"category_scores_gemma":[0.00003331509,0.00013799265,0.0001439537,0.00013153219,0.00004573916,0.00031253704,0.00030622093,0.00035465276,3.0719914e-7],"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":[0.00008132479,0.00036521343,0.005131216,0.000057829213,0.00013935656,0.000039406274,0.00035300152,0.0015316537,0.2363472,0.014031056,0.00067762187,0.7412451],"study_design_scores_gemma":[0.0031459797,0.000319967,0.0108697275,0.0014867008,0.000021566437,0.00027671925,0.00014282392,0.9234893,0.05359217,0.0034291996,0.0028208166,0.00040503024],"about_ca_topic_score_codex":0.000034875862,"about_ca_topic_score_gemma":0.000002010466,"teacher_disagreement_score":0.9219577,"about_ca_system_score_codex":0.000052209394,"about_ca_system_score_gemma":0.000052189895,"threshold_uncertainty_score":0.5627177},"labels":[],"label_agreement":null},{"id":"W2048600387","doi":"10.1504/ijwmc.2005.008054","title":"The editing generator and its cryptanalysis","year":2005,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Stream cipher; Self-shrinking generator; Generator (circuit theory); Cryptanalysis; Shift register; Randomness; Random number generation; Correlation attack; Algorithm; Cryptography; Sequence (biology); Theoretical computer science; Mathematics; Electrical engineering; Telecommunications; Statistics","score_opus":0.0071705195215215215,"score_gpt":0.24902696795747517,"score_spread":0.24185644843595364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048600387","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":[0.8912584,0.002731644,0.10413839,0.0011483929,0.000599042,0.000026548405,5.542091e-7,0.000012946078,0.00008404504],"genre_scores_gemma":[0.99491954,0.0004214423,0.0033790444,0.00016548803,0.0011006851,7.85183e-7,1.3205334e-7,0.0000035171051,0.000009358334],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991503,0.000052246178,0.00030574124,0.00011429328,0.0002619333,0.00011551666],"domain_scores_gemma":[0.9990312,0.00024341061,0.00027632114,0.000072100076,0.0003109956,0.00006598225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069381046,0.00007463679,0.000110294655,0.00010423446,0.00024145207,0.00036862819,0.00053627964,0.000021147556,0.0000023863572],"category_scores_gemma":[0.0000351647,0.000052067106,0.00007220524,0.000100515215,0.00003449802,0.00029306376,0.00022875187,0.00013034139,6.6035403e-7],"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":[0.000009922727,0.00002426334,0.00070204603,0.0000026760372,0.00013963823,0.000017171451,0.0008076441,0.0012682923,0.0020005081,0.07055888,0.00010622846,0.9243627],"study_design_scores_gemma":[0.0010306062,0.00020505874,0.0021258933,0.00021128362,0.000045485896,0.00086220907,0.0006057024,0.9365854,0.0070397398,0.004704021,0.046282485,0.0003020845],"about_ca_topic_score_codex":0.0000010331657,"about_ca_topic_score_gemma":0.0000017422706,"teacher_disagreement_score":0.93531716,"about_ca_system_score_codex":0.000016487525,"about_ca_system_score_gemma":0.000020374058,"threshold_uncertainty_score":0.355469},"labels":[],"label_agreement":null},{"id":"W2101515474","doi":"10.1504/ijwmc.2006.012558","title":"Flexible call admission control for multiclass services in wireless LANs","year":2006,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Wireless Networks and Protocols","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":"Concordia University","funders":"","keywords":"Computer science; Call Admission Control; Quality of service; Admission control; Computer network; Blocking (statistics); Throughput; Call blocking; Scheme (mathematics); Resource allocation; Wireless; Service (business); Wireless network; Distributed computing; Real-time computing; Telecommunications","score_opus":0.007823893530155508,"score_gpt":0.2776173299434408,"score_spread":0.2697934364132853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101515474","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":[0.46306455,0.00018909872,0.53508204,0.00036160703,0.00051719614,0.00069304666,0.00000508594,0.000023045572,0.0000643233],"genre_scores_gemma":[0.99293464,0.000021712282,0.0060734665,0.00018023474,0.00068013335,0.000065313725,0.0000030158178,0.000011319624,0.000030170391],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99853665,0.000058052494,0.0006211912,0.0002183197,0.00033282346,0.00023295818],"domain_scores_gemma":[0.998622,0.00032016495,0.00045478233,0.00010924292,0.00040704707,0.00008676556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000563875,0.00014544174,0.00029293844,0.00017649688,0.00007823703,0.0002528372,0.00074710965,0.000075915945,0.0000012108776],"category_scores_gemma":[0.000007381007,0.00012295844,0.000099457226,0.00010954523,0.000025257794,0.00035479644,0.00013443842,0.00017870861,4.856975e-7],"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":[0.0005605759,0.00079700927,0.062484957,0.0002544976,0.00017680529,0.00028547415,0.0013494833,0.14389041,0.015641205,0.039361317,0.00069015,0.7345081],"study_design_scores_gemma":[0.0039594895,0.00022104295,0.0085968925,0.000726616,0.0000074948607,0.000113549926,0.00005815524,0.9773349,0.0026207627,0.0014154374,0.004739253,0.00020641317],"about_ca_topic_score_codex":0.00013333422,"about_ca_topic_score_gemma":0.00004549245,"teacher_disagreement_score":0.8334445,"about_ca_system_score_codex":0.00006175424,"about_ca_system_score_gemma":0.00007100107,"threshold_uncertainty_score":0.50140995},"labels":[],"label_agreement":null},{"id":"W2115026050","doi":"10.1504/ijwmc.2013.053040","title":"On routing protocols using mobile social networks","year":2013,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Opportunistic and Delay-Tolerant Networks","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 Victoria","funders":"","keywords":"Computer science; Computer network; Routing protocol; Wireless Routing Protocol; Node (physics); Link-state routing protocol; Dynamic Source Routing; Destination-Sequenced Distance Vector routing; Software deployment; Distributed computing; Policy-based routing; Mobile social network; Routing (electronic design automation); Mobile computing","score_opus":0.0218246247946045,"score_gpt":0.3035615761572218,"score_spread":0.2817369513626173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115026050","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":[0.35263187,0.00004087163,0.64571285,0.000062229214,0.0006184318,0.0007358598,5.400606e-7,0.000020173198,0.00017718294],"genre_scores_gemma":[0.99303067,0.000009776432,0.0053929198,0.00029277787,0.001176966,0.000068644906,9.11946e-7,0.000012010415,0.000015349138],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840564,0.00006763081,0.00060404866,0.00020736591,0.00045794458,0.00025737213],"domain_scores_gemma":[0.99842036,0.00019775506,0.0006362821,0.00010572941,0.0005223026,0.00011759248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044347125,0.00015516783,0.00026839436,0.0001193892,0.00020415337,0.0005016087,0.0006928917,0.00008065866,0.000019069064],"category_scores_gemma":[0.0000063789685,0.00013289838,0.0001108803,0.00010644501,0.00005110433,0.00040972672,0.0002893894,0.00032808658,0.000002758676],"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":[0.000025857398,0.00013843925,0.0012209915,0.000008228127,0.00009157021,0.00008107491,0.0007557042,0.04383119,0.00020182319,0.0064744786,0.00055792695,0.9466127],"study_design_scores_gemma":[0.00054965616,0.0001832774,0.00033627293,0.0002643028,0.0000053391864,0.00023426834,0.000095895666,0.99709755,0.000034401135,0.00069966185,0.00035443736,0.00014492056],"about_ca_topic_score_codex":0.000019017178,"about_ca_topic_score_gemma":2.198588e-7,"teacher_disagreement_score":0.9532664,"about_ca_system_score_codex":0.00006987279,"about_ca_system_score_gemma":0.00008044691,"threshold_uncertainty_score":0.5419439},"labels":[],"label_agreement":null},{"id":"W2169583727","doi":"10.1504/ijwmc.2007.016725","title":"Ad hoc assisted handoff for real-time voice in IEEE 802.11 infrastructure WLANs","year":2007,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Wireless Networks and Protocols","field":"Computer Science","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":"Blackberry (Canada); McMaster University","funders":"","keywords":"Computer science; Computer network; Handover; IEEE 802.11; Wireless ad hoc network; Relay; Network packet; Real-time computing; Wireless; Throughput; Telecommunications","score_opus":0.010469706545922986,"score_gpt":0.29411032251028635,"score_spread":0.28364061596436335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169583727","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":[0.57848066,0.00014360005,0.4196978,0.00012831744,0.0008313669,0.0006114592,0.000004025425,0.000020253421,0.000082529834],"genre_scores_gemma":[0.9684193,0.00010199702,0.030509753,0.00013588097,0.00075199566,0.000029977773,0.0000029435064,0.000014141222,0.0000339705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983232,0.000049510178,0.00070975244,0.00023279985,0.00039037975,0.0002943303],"domain_scores_gemma":[0.9981859,0.0005166777,0.0005638152,0.00013130993,0.00048132104,0.000120980265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123818,0.00016276899,0.00031321574,0.00025549877,0.0000853553,0.00023145507,0.0007538228,0.00010218036,0.000004317211],"category_scores_gemma":[0.000029025648,0.00014142647,0.00011612701,0.00018159338,0.000039287963,0.00033068555,0.00014884041,0.00023636105,0.000001003511],"study_design_candidate":"design_other","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":[0.00029750704,0.00016176004,0.008203648,0.000039898492,0.000114405375,0.00022939632,0.001697203,0.015113294,0.010890273,0.0012714132,0.0011743235,0.96080685],"study_design_scores_gemma":[0.011898466,0.0015126199,0.16965884,0.0027837493,0.000038168764,0.0018981358,0.0003973361,0.7566394,0.007678774,0.002779439,0.043591775,0.0011232996],"about_ca_topic_score_codex":0.000017525914,"about_ca_topic_score_gemma":0.000027906683,"teacher_disagreement_score":0.9596836,"about_ca_system_score_codex":0.00009904906,"about_ca_system_score_gemma":0.00009783401,"threshold_uncertainty_score":0.5767204},"labels":[],"label_agreement":null},{"id":"W2172604031","doi":"10.1504/ijwmc.2015.070947","title":"Mobile services provisioning and sensor data sharing","year":2015,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Peer-to-Peer Network Technologies","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 Saskatchewan","funders":"","keywords":"Computer science; Computer network; Provisioning; Latency (audio); Mobile computing; Mobile device; Distributed computing; Computer security; Telecommunications; World Wide Web","score_opus":0.03867891219888032,"score_gpt":0.31704141274537534,"score_spread":0.27836250054649503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172604031","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":[0.85147417,0.0010385226,0.14619909,0.0003541425,0.0006920392,0.00009894758,0.0000033289998,0.000069215486,0.00007054466],"genre_scores_gemma":[0.92964035,0.000082824095,0.06983076,0.00014143849,0.0002762227,0.0000019037433,0.00000218293,0.000007804466,0.00001653382],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986265,0.000022371076,0.00038290952,0.00034062177,0.00044959402,0.00017802918],"domain_scores_gemma":[0.9986598,0.000093263254,0.0003017089,0.00035207084,0.00044596693,0.00014722742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084161473,0.000118755706,0.00019730174,0.00020419677,0.00007186247,0.00051717507,0.0024432712,0.0000459019,5.3480017e-7],"category_scores_gemma":[0.000054610715,0.000102128295,0.000021718619,0.00013666379,0.000035632092,0.0007307212,0.004029606,0.00019727803,0.0000016271073],"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":[0.000029255832,0.000069219655,0.01776788,0.000029831692,0.000115880626,0.00022617339,0.0044886163,0.013396772,0.0014694318,0.0016414339,0.0005224038,0.9602431],"study_design_scores_gemma":[0.000951592,0.00045865597,0.0019082392,0.0007027125,0.000013309393,0.001310249,0.0018783693,0.9776908,0.00096974854,0.0014304471,0.012383586,0.00030229657],"about_ca_topic_score_codex":0.000029931229,"about_ca_topic_score_gemma":0.0000036438864,"teacher_disagreement_score":0.964294,"about_ca_system_score_codex":0.000041700318,"about_ca_system_score_gemma":0.0000501505,"threshold_uncertainty_score":0.5022616},"labels":[],"label_agreement":null},{"id":"W3090008919","doi":"10.1504/ijwmc.2020.10032469","title":"An enhanced multilevel ML-DFT codebook algorithm for hybrid beamforming of millimetre wave MIMO systems","year":2020,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Antenna Design and Optimization","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":"Polytechnique Montréal","funders":"","keywords":"Codebook; Computer science; Precoding; Baseband; Beamforming; MIMO; Algorithm; Electronic engineering; Transceiver; Base station; Wireless; Path loss; Telecommunications; Bandwidth (computing)","score_opus":0.014439916868887293,"score_gpt":0.2403519073041658,"score_spread":0.22591199043527851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090008919","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":[0.22698782,0.00039369892,0.77194554,0.000009805756,0.0004634933,0.00012894832,0.000031624437,0.000020533762,0.000018512483],"genre_scores_gemma":[0.9625806,0.0001500495,0.036726125,0.00003164935,0.00046605236,0.0000032266985,0.00001415398,0.000022181048,0.0000059370577],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990531,0.000014895121,0.0005105553,0.000100959514,0.00020482254,0.00011562249],"domain_scores_gemma":[0.99903965,0.0001001032,0.0002542717,0.000041608888,0.00047096147,0.000093430994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015296624,0.00011302641,0.00025157462,0.00009289057,0.000036408863,0.00004992712,0.00016055054,0.000037097598,0.0000029635526],"category_scores_gemma":[0.000018460598,0.00010566744,0.00007556884,0.000035898247,0.00002188161,0.00018290432,0.000022429878,0.000101678845,2.470157e-7],"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":[0.00004972206,0.000042528638,0.00005024665,0.000117923206,0.00021302338,0.000017947947,0.0017003429,0.4643163,0.057753865,0.00006068767,0.000075292686,0.47560212],"study_design_scores_gemma":[0.0007412444,0.00016938355,0.000029801064,0.00023465238,0.000017649709,0.000053851843,0.0004913679,0.97446305,0.023440652,0.00000723628,0.00024619183,0.00010490476],"about_ca_topic_score_codex":0.0000052661676,"about_ca_topic_score_gemma":1.8728326e-7,"teacher_disagreement_score":0.7355928,"about_ca_system_score_codex":0.000034032542,"about_ca_system_score_gemma":0.000020983152,"threshold_uncertainty_score":0.43089932},"labels":[],"label_agreement":null},{"id":"W4384910496","doi":"10.1504/ijwmc.2023.132429","title":"Analysis of discrete voltage level energy efficient scheduling for fixed priority framework","year":2023,"lang":"en","type":"article","venue":"International Journal of Wireless and Mobile Computing","topic":"Real-Time Systems Scheduling","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":"Horizon College and Seminary","funders":"","keywords":"Computer science; Scheduling (production processes); Voltage; Real-time computing; Distributed computing; Mathematical optimization; Electrical engineering","score_opus":0.021822104768529308,"score_gpt":0.30948428796623695,"score_spread":0.28766218319770764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384910496","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":[0.46458974,0.00010431951,0.5345354,0.00006112241,0.00062850513,0.000046791276,0.000007304172,0.000017315411,0.000009494904],"genre_scores_gemma":[0.9536001,0.00003681936,0.045999166,0.000026050082,0.00030430214,0.000003691963,0.0000050250974,0.000010026389,0.000014836161],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980228,0.000057646932,0.000833689,0.00025938396,0.0006048164,0.0002216852],"domain_scores_gemma":[0.9971607,0.0008519839,0.00090303307,0.00019373884,0.00079202815,0.00009853845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012305246,0.00013725738,0.00045919468,0.0007123036,0.0001016279,0.00019735574,0.0008718319,0.00007466162,0.000001942448],"category_scores_gemma":[0.00019291231,0.00012173071,0.00031268364,0.00077296613,0.000040455863,0.00019840433,0.00036270468,0.00015635652,5.186488e-7],"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":[0.000034017226,0.000065904285,0.0056364588,0.00004254474,0.0013340494,0.00003578111,0.0020844527,0.8581896,0.006387694,0.022760658,0.000015119365,0.10341376],"study_design_scores_gemma":[0.00035516356,0.00007032493,0.005452467,0.0003018768,0.000076039665,0.00002176093,0.0002465003,0.99119234,0.0016111984,0.0004295475,0.0001227359,0.00012006864],"about_ca_topic_score_codex":0.00006196979,"about_ca_topic_score_gemma":0.000003379093,"teacher_disagreement_score":0.48901033,"about_ca_system_score_codex":0.00006057282,"about_ca_system_score_gemma":0.00009220759,"threshold_uncertainty_score":0.49640343},"labels":[],"label_agreement":null}]}