{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"5a45fc6d709a","filters":{"venue":"REV Journal on Electronics and Communications"}},"results":[{"id":"W2396333693","doi":"10.21553/rev-jec.6","title":"On the Double Doppler Effect Generated by Scatterer Motion","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Millimeter-Wave Propagation and Modeling","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Doppler effect; Channel (broadcasting); Acoustics; Exponential function; Physics; Wireless; Exponential distribution; Optics; Mathematics; Mathematical analysis; Computer science; Telecommunications; Statistics","authors":[{"name":"Viet-Ha Pham","is_ca":true},{"name":"Mohamed Haj Taieb","is_ca":true},{"name":"Jean‐Yves Chouinard","is_ca":true},{"name":"Sébastien Roy","is_ca":true},{"name":"Huu-Tue Huynh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03860363248371952,"gpt":0.2344883320419285,"spread":0.1958846995582089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852523,0.0008327394,0.0005998602,0.0007941505,0.0003090146,0.0005235695,0.0004576672,0.0007247118,0.001104768],"category_scores_gemma":[0.002702246,0.0003016836,0.0005359069,0.0008167229,0.0009376986,0.001494445,0.0005541146,0.0006256346,0.0003010362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003795535,"about_ca_system_score_gemma":0.0003883312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001785362,"about_ca_topic_score_gemma":0.001069715,"domain_scores_codex":[0.9994553,0.0001046932,0.00001463246,0.0001266948,0.0002050057,0.00009363974],"domain_scores_gemma":[0.9985468,0.0008275025,0.0002390409,0.0001639276,0.0001832893,0.000039402],"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":[0.0003593854,0.0001004739,0.007477385,0.0002204005,0.0001037879,0.001104998,0.0005823671,0.8213109,0.07917294,0.03373027,0.0007250099,0.05511206],"study_design_scores_gemma":[0.00001227036,0.0001302621,0.002240029,0.00001807544,0.00003395402,0.0005465558,0.0000595632,0.9818385,0.009205556,0.004721275,0.00115239,0.00004160585],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2657661,0.001143644,0.7285409,0.0001456654,0.0001220397,0.00004226342,0.00007133792,0.0002735069,0.003894634],"genre_scores_gemma":[0.976535,0.001167712,0.01968087,0.00005522933,0.0000642854,0.00002090699,0.00005975828,0.00004139059,0.002375084],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001785362,"threshold_uncertainty_score":0.003695846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2407788603","doi":"10.21553/rev-jec.34","title":"Joint Optimization of Precoder and Decoder in Multiuser MIMO Systems","year":2012,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Advanced MIMO Systems Optimization","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":"University of Saskatchewan","funders":"","keywords":"Telecommunications link; Phase-shift keying; Joint (building); Computer science; MIMO; Algorithm; Keying; Binary number; Transceiver; Electronic engineering; Decoding methods; Bit error rate; Mathematics; Telecommunications; Engineering; Beamforming; Arithmetic; Wireless","authors":[{"name":"Ha H. Nguyen","is_ca":true},{"name":"P. Muthuchidambaranathan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02025687281918348,"gpt":0.2513319648733032,"spread":0.2310750920541197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001028423,0.001167199,0.001011913,0.0002772165,0.0002514,0.001103545,0.0004868839,0.001063297,0.0008844985],"category_scores_gemma":[0.002000792,0.0005467729,0.0003377945,0.0005672373,0.0007221616,0.0009676412,0.0007818215,0.0005867326,0.0003594662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005042119,"about_ca_system_score_gemma":0.0009197859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001376632,"about_ca_topic_score_gemma":0.001901523,"domain_scores_codex":[0.9989522,0.0005183925,0.00004019065,0.000141697,0.0002381168,0.0001094479],"domain_scores_gemma":[0.9992482,0.0004584633,0.00008590593,0.0000598929,0.000116775,0.00003077042],"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":[0.00009743849,0.00003004408,0.0004305235,0.0001003401,0.00007605064,0.0001140998,0.00005094592,0.9550632,0.006654434,0.01154584,0.0004506249,0.02538636],"study_design_scores_gemma":[0.00001180221,0.00007685481,0.0001608859,0.000008679311,0.0000192768,0.00004531218,0.00001337115,0.992416,0.0031146,0.003717246,0.0004053965,0.00001062019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02822978,0.0009423483,0.9674628,0.0001713677,0.00002957042,0.00002279421,0.00006359502,0.0001298622,0.002947958],"genre_scores_gemma":[0.8732577,0.00135703,0.1197727,0.000108715,0.0001092352,0.00009634807,0.00009862329,0.00004883427,0.005150832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001376632,"threshold_uncertainty_score":0.005438864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182125867","doi":"10.21553/rev-jec.15","title":"Design, Simulation, and Performance Analysis of an INS/GPS System using Parallel Kalman Filters Structure","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Inertial Sensor and Navigation","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":"Université Laval","funders":"Đại học Quốc gia Hà Nội","keywords":"Inertial navigation system; Kalman filter; GPS/INS; Global Positioning System; Computer science; Navigation system; Inertial frame of reference; Dimension (graph theory); Control theory (sociology); Control engineering; Simulation; Assisted GPS; Engineering; Real-time computing; Artificial intelligence; Mathematics; Telecommunications","authors":[{"name":"Paul Fortier","is_ca":true},{"name":"Huu-Tue Huynh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04104139450266664,"gpt":0.2637364965747502,"spread":0.2226951020720835,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006067733,0.000550036,0.0005226237,0.0003325329,0.0004891779,0.0004482366,0.0003834754,0.0007272876,0.002207177],"category_scores_gemma":[0.0008833505,0.0003130545,0.0005504009,0.0001852632,0.0004113206,0.0003949508,0.0003303404,0.000500195,0.0002737767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215585,"about_ca_system_score_gemma":0.0006849255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617329,"about_ca_topic_score_gemma":0.003157391,"domain_scores_codex":[0.9997103,0.00008648552,0.00001645963,0.00003893407,0.0001099186,0.00003802612],"domain_scores_gemma":[0.9995095,0.0001777656,0.0000781226,0.00004396266,0.0001742088,0.00001645248],"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":[0.00007967024,0.00002071139,0.0007576314,0.00004006932,0.00002000332,0.00005198357,0.0000437655,0.987729,0.003626205,0.001034242,0.000112415,0.006484359],"study_design_scores_gemma":[0.000009680463,0.00005026449,0.0001876379,0.000001870707,0.00001026934,0.000008552573,0.000004448999,0.9983152,0.001131904,0.0001242907,0.0001527429,0.000003155659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.188395,0.0002774006,0.8012609,0.0002483628,0.00007654694,0.0001330938,0.0001146694,0.001104967,0.008388996],"genre_scores_gemma":[0.9709585,0.0001350366,0.02687219,0.00001858735,0.00001074178,0.00009821095,0.00005313496,0.00002426037,0.001829311],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009617329,"threshold_uncertainty_score":0.01912272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401259547","doi":"10.21553/rev-jec.7","title":"Jointly Optimal Precoder and Power Allocation for an Amplify-and-Forward Half-Duplex Relay System","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Cooperative Communication and Network Coding","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Relay; Computer science; Diversity gain; Node (physics); Power (physics); Coding gain; Unitary state; Coding (social sciences); Relay channel; Mathematics; Mathematical optimization; Control theory (sociology); Decoding methods; Telecommunications; Fading; Statistics; Engineering; Physics","authors":[{"name":"Leonardo Jiménez Rodríguez","is_ca":true},{"name":"Nghi H. Tran","is_ca":true},{"name":"Tho Le‐Ngoc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07027839350277273,"gpt":0.2974531792271485,"spread":0.2271747857243757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008614032,0.0006573779,0.0007936218,0.0002351109,0.000301005,0.0008821313,0.0004772186,0.0006780796,0.001186282],"category_scores_gemma":[0.001640662,0.0003525908,0.0003200111,0.0002840461,0.0006327159,0.0008342405,0.0005364676,0.0004070274,0.0003122191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006078578,"about_ca_system_score_gemma":0.0007435182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282843,"about_ca_topic_score_gemma":0.001758304,"domain_scores_codex":[0.9993229,0.0003067358,0.00003562128,0.0001188098,0.0001376972,0.00007828856],"domain_scores_gemma":[0.999172,0.0005299774,0.0001050579,0.00005358903,0.000116267,0.00002312625],"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":[0.0003312621,0.00008329215,0.0008460228,0.0002145364,0.0001051775,0.0003855699,0.0002659834,0.8821888,0.02638426,0.02928796,0.0007278036,0.05917935],"study_design_scores_gemma":[0.00003172069,0.0001037091,0.0002161556,0.00000715236,0.00002396967,0.0001004927,0.00003648634,0.9902499,0.00366267,0.005113934,0.0004407648,0.00001301492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0891416,0.0003502922,0.9072171,0.0001791019,0.00001669597,0.00005572899,0.00007761265,0.0001043894,0.002857395],"genre_scores_gemma":[0.9209694,0.0003685384,0.07586148,0.00006174103,0.00002721287,0.00008571762,0.00004720919,0.00001347874,0.002565204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001282843,"threshold_uncertainty_score":0.004555583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766947607","doi":"10.21553/rev-jec.158","title":"An Online Distributed Boundary Detection and Classiﬁcation Algorithm for Mobile Sensor Networks","year":2017,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Distributed Control Multi-Agent Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Boundary (topology); Network topology; Computer science; Algorithm; Wireless sensor network; Process (computing); Distributed algorithm; Synchronization (alternating current); Topology (electrical circuits); Mathematics; Distributed computing; Computer network","authors":[{"name":"Pham Duy Hung","is_ca":false},{"name":"Trung Dung Ngo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02768065265657025,"gpt":0.304428973658263,"spread":0.2767483210016927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006829264,0.0005955765,0.001021128,0.0007874442,0.000607055,0.0005649977,0.001740112,0.0009245815,0.001059165],"category_scores_gemma":[0.003115655,0.0004259954,0.00045946,0.0005901732,0.0007174743,0.001937631,0.00150878,0.0009942316,0.0004925848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630761,"about_ca_system_score_gemma":0.0009084261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001382738,"about_ca_topic_score_gemma":0.001177789,"domain_scores_codex":[0.9993203,0.000111855,0.00004047322,0.0001567397,0.0003112114,0.00005950386],"domain_scores_gemma":[0.9984797,0.000607418,0.0001928342,0.0002105173,0.0004274812,0.00008213769],"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":[0.0003837401,0.00008244649,0.001199175,0.0001762033,0.00004687925,0.0001825513,0.0002128673,0.2153046,0.04445985,0.0146233,0.003166602,0.7201619],"study_design_scores_gemma":[0.00005014977,0.0001180076,0.0002321305,0.000008786844,0.00001105183,0.0001503638,0.00001904302,0.9815218,0.01005446,0.005030891,0.00278147,0.00002191598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004961125,0.0001460473,0.9939634,0.00005390748,0.00004708723,0.0000271289,0.000009773664,0.0004250139,0.0003666404],"genre_scores_gemma":[0.1971146,0.000165414,0.8005707,0.00009681769,0.00007408616,0.0002035964,0.0001035054,0.00008126939,0.001589911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001740112,"threshold_uncertainty_score":0.004085362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187273170","doi":"10.21553/rev-jec.49","title":"A Comparative Survey on 3D Models Retrieval Methods","year":2013,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Object (grammar); Similarity (geometry); Matching (statistics); Variation (astronomy); Artificial intelligence; Computer vision; Pattern recognition (psychology); Shape analysis (program analysis); Image (mathematics); Mathematics; Statistics","authors":[{"name":"Sarah Ali","is_ca":true},{"name":"Trung-Thien Tran","is_ca":true},{"name":"Denis Laurendeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08432365226250382,"gpt":0.3699536284982047,"spread":0.2856299762357009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003045263,0.001775051,0.002726626,0.01317638,0.0008305138,0.003702323,0.003162285,0.003006079,0.006335679],"category_scores_gemma":[0.007539484,0.0009926178,0.002566047,0.01729999,0.0008956997,0.005130915,0.001434183,0.001057742,0.005166777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092596,"about_ca_system_score_gemma":0.001325109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004249045,"about_ca_topic_score_gemma":0.002363313,"domain_scores_codex":[0.9953981,0.0006234042,0.0005772732,0.0009077171,0.002303877,0.0001895874],"domain_scores_gemma":[0.9956857,0.002031509,0.000228372,0.0005327445,0.001435918,0.00008578419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142187,0.00007674692,0.0006500485,0.002847069,0.000126136,0.00006621047,0.0001143382,0.002478032,0.002796037,0.003826911,0.008147143,0.9787572],"study_design_scores_gemma":[0.0001148366,0.001338779,0.01631109,0.004380955,0.0009806382,0.006942892,0.001678925,0.1478776,0.03266373,0.02870601,0.7583364,0.0006681481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00972941,0.5600652,0.4119727,0.0009431497,0.001101923,0.0002366132,0.0007390839,0.001792108,0.01341998],"genre_scores_gemma":[0.08284844,0.5659538,0.329888,0.001186486,0.002149597,0.000373793,0.004424601,0.000793175,0.01238208],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01317638,"threshold_uncertainty_score":0.02119493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2403168237","doi":"10.21553/rev-jec.63","title":"Geographic-based Routing in Smart Grid’s Neighbor Area Networks","year":2014,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Smart Grid Security and Resilience","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer network; Computer science; Geographic routing; Smart grid; Routing protocol; Network packet; Dynamic Source Routing; Engineering","authors":[{"name":"Quang‐Dung Ho","is_ca":true},{"name":"Gowdemy Rajalingham","is_ca":true},{"name":"Tho Le‐Ngoc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008571043632367239,"gpt":0.2119169445785485,"spread":0.2033459009461812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008037933,0.0002418534,0.0004018228,0.0005061412,0.0003323868,0.0007405765,0.000596474,0.0003686232,0.0004635091],"category_scores_gemma":[0.001490207,0.0001695198,0.0001550866,0.0008415246,0.000477084,0.001220532,0.0004335943,0.0002703624,0.00008956568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741234,"about_ca_system_score_gemma":0.0003486156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002441131,"about_ca_topic_score_gemma":0.002431891,"domain_scores_codex":[0.9996454,0.0001519782,0.00001886321,0.00004904354,0.00009598817,0.00003891648],"domain_scores_gemma":[0.9994287,0.0002918936,0.00009900746,0.00008030664,0.00008450969,0.00001563345],"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":[0.0001229302,0.00004164453,0.003036299,0.000168684,0.00005679813,0.000166786,0.0001789411,0.8154538,0.006823566,0.07357318,0.002628387,0.09774898],"study_design_scores_gemma":[0.00001227712,0.000105689,0.000895499,0.00001420774,0.00001719683,0.0001702307,0.0001095589,0.9700715,0.00209604,0.02048643,0.006004985,0.00001628995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2540222,0.01022627,0.7203506,0.001283639,0.0003217188,0.000148507,0.0001756797,0.001034376,0.01243692],"genre_scores_gemma":[0.9456396,0.002185926,0.0507121,0.00006667022,0.00005315114,0.00004007558,0.00009745153,0.00002178477,0.001183294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002441131,"threshold_uncertainty_score":0.004853785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397282477","doi":"10.21553/rev-jec.4","title":"Minimalist Self-Organization in Wireless Networks","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Modular Robots and Swarm Intelligence","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Self-organization; Wireless network; Wireless; Distributed computing; Radio resource management; Scalability; Wireless ad hoc network; Evolving networks; Adaptability; Fault tolerance; Wireless sensor network; Heuristic; Set (abstract data type); Hierarchical organization; Complex network; Computer network; Telecommunications; Artificial intelligence","authors":[{"name":"Sébastien Roy","is_ca":true},{"name":"Philippe Leroux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0189558005916652,"gpt":0.2152623453705219,"spread":0.1963065447788567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004192279,0.0001736964,0.0003381988,0.000416012,0.0005836316,0.0009401826,0.0005905162,0.000580729,0.001104089],"category_scores_gemma":[0.001538729,0.0002012143,0.0002468304,0.0002201479,0.001485442,0.001189534,0.0008973322,0.0006638916,0.0001918199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006889803,"about_ca_system_score_gemma":0.0003780799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666926,"about_ca_topic_score_gemma":0.0007835022,"domain_scores_codex":[0.9997018,0.0001108457,0.00001218331,0.00004461393,0.00008615066,0.00004439094],"domain_scores_gemma":[0.9994786,0.0002368482,0.00007207326,0.00008116129,0.00006574473,0.00006554421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001473461,0.00001236523,0.0003454205,0.00005944736,0.00001694288,0.00009597892,0.0001643518,0.08794134,0.001886001,0.9000802,0.001472339,0.007910936],"study_design_scores_gemma":[0.000008718765,0.00001567995,0.0002067108,0.000009950933,0.000003707649,0.00005794979,0.00003731623,0.1809774,0.0002433522,0.8147788,0.003651952,0.000008427902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1593243,0.002921326,0.7691019,0.003845738,0.0001780732,0.0001009462,0.0001530668,0.0003820615,0.06399239],"genre_scores_gemma":[0.9594834,0.001021463,0.03336824,0.0001879986,0.0001400763,0.0001579683,0.00007914321,0.00004072988,0.005521012],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001104089,"threshold_uncertainty_score":0.004998982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2184241746","doi":"10.21553/rev-jec.24","title":"Asynchronous Sampling Rate Conversions in Digital Communications Systems","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Digital Filter Design and Implementation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Sampling (signal processing); Resampling; Asynchronous communication; Division (mathematics); Multiplexing; Electronic circuit; Electronic engineering; Scaling; Computer engineering; Algorithm; Telecommunications; Electrical engineering; Arithmetic; Mathematics; Engineering","authors":[{"name":"Quang Xuan Duong","is_ca":true},{"name":"E.R. Pelet","is_ca":false},{"name":"J.E. Salt","is_ca":true},{"name":"Ha H. Nguyen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09640276761334779,"gpt":0.3020668228855481,"spread":0.2056640552722003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000540909,0.0003707547,0.0002597146,0.0004479204,0.0003720387,0.001279765,0.0004648711,0.0006968341,0.00306293],"category_scores_gemma":[0.002205516,0.0002407402,0.0002098289,0.0007403116,0.0005699584,0.001165903,0.0003666687,0.000939609,0.0009344554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471801,"about_ca_system_score_gemma":0.0002585506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003554506,"about_ca_topic_score_gemma":0.0003684084,"domain_scores_codex":[0.9994037,0.0001742348,0.0000331004,0.00009670499,0.0002597903,0.00003237448],"domain_scores_gemma":[0.9994386,0.0003069358,0.00005066424,0.0001093626,0.00007892565,0.00001562837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002544155,0.00007560216,0.0006429408,0.0003143492,0.0000199204,0.0003412884,0.0003202261,0.05644092,0.04282975,0.576354,0.003574543,0.318832],"study_design_scores_gemma":[0.0001122337,0.0003869033,0.0008544024,0.0001462618,0.00004993963,0.001449114,0.0001237508,0.5703455,0.05173741,0.3079296,0.06679399,0.00007091682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02324482,0.003793973,0.9506565,0.0004999443,0.000345635,0.00007059916,0.00003773243,0.0006013555,0.02074942],"genre_scores_gemma":[0.696887,0.005022425,0.2800134,0.0003180211,0.0006439488,0.0001245769,0.00007317498,0.0001094778,0.01680806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00306293,"threshold_uncertainty_score":0.01024652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181562192","doi":"10.21553/rev-jec.25","title":"A Novel Multi-Dimensional Spectrum Estimation Technique using Antenna Array Displacement","year":2011,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Direction-of-Arrival Estimation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Computer science; Snapshot (computer storage); Antenna array; Antenna (radio); Antenna aperture; Synthetic aperture radar; Acoustics; Electronic engineering; Optics; Dipole antenna; Telecommunications; Physics; Computer vision; Engineering","authors":[{"name":"Viet-Ha Pham","is_ca":true},{"name":"Dominic Grenier","is_ca":true},{"name":"Jean‐Yves Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06328501059830022,"gpt":0.3128028075551181,"spread":0.2495177969568179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004042091,0.0006476482,0.0005847034,0.0006326314,0.0002586039,0.0004763701,0.0008886775,0.0007864385,0.001093942],"category_scores_gemma":[0.001544195,0.0003675443,0.0005332253,0.0008454045,0.0003223231,0.001402454,0.000881439,0.0007282649,0.0007214129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002156013,"about_ca_system_score_gemma":0.0003950984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005219183,"about_ca_topic_score_gemma":0.000656183,"domain_scores_codex":[0.9994917,0.00009469369,0.00003082153,0.0001153681,0.000237187,0.00003008893],"domain_scores_gemma":[0.9993522,0.0002370756,0.00009176606,0.0001322587,0.000157762,0.00002903511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002511451,0.0001048085,0.00116163,0.0002458782,0.00008963474,0.0001886062,0.0002250142,0.04121706,0.2308755,0.01093875,0.002044378,0.7126576],"study_design_scores_gemma":[0.00005662773,0.0003115832,0.001551942,0.00003510821,0.00006125113,0.00129468,0.00008334866,0.8696631,0.1064612,0.003992014,0.0163957,0.00009336085],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003975693,0.0001790855,0.99523,0.0000507389,0.00004784112,0.00001199347,0.00001679655,0.0001802192,0.00030767],"genre_scores_gemma":[0.09510157,0.0003198724,0.9027933,0.00009475901,0.00006939311,0.0000585356,0.0001114458,0.00003734196,0.001413551],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001093942,"threshold_uncertainty_score":0.003659666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401112332","doi":"10.21553/rev-jec.40","title":"Blind Identification for Communication Signals: An Approach Exploiting Sampling Phase Diversity","year":2013,"lang":"en","type":"article","venue":"REV Journal on Electronics and Communications","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Cyclostationary process; Autocorrelation; Computer science; Synchronization (alternating current); Asynchronous communication; Channel (broadcasting); Algorithm; Sampling (signal processing); Noise (video); Set (abstract data type); SIGNAL (programming language); Mathematics; Artificial intelligence; Statistics; Telecommunications","authors":[{"name":"Emmanuel Racine","is_ca":true},{"name":"Dominic Grenier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1237130652323463,"gpt":0.3683447709821576,"spread":0.2446317057498113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007096687,0.0006399149,0.0005778202,0.0008037775,0.0004705632,0.0007703747,0.0006319402,0.0009279794,0.00133541],"category_scores_gemma":[0.00226454,0.0002613717,0.00059314,0.0004782093,0.0007339525,0.00113688,0.0009854443,0.0009908448,0.0008030718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671001,"about_ca_system_score_gemma":0.001009555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006417151,"about_ca_topic_score_gemma":0.000785618,"domain_scores_codex":[0.9994543,0.0001445761,0.00002735129,0.0001078787,0.0002224993,0.00004336641],"domain_scores_gemma":[0.9992957,0.0003666085,0.00008279229,0.0001264783,0.0001001698,0.00002815333],"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":[0.0003693939,0.0001267922,0.0008140306,0.0002320936,0.0001123635,0.0001301763,0.0002420048,0.1552272,0.08968423,0.1085551,0.001644619,0.6428618],"study_design_scores_gemma":[0.00003226129,0.0001895675,0.0002960617,0.00001903345,0.0000262381,0.0003925315,0.00002940928,0.9362273,0.02906085,0.02810758,0.005577852,0.00004124516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001739723,0.00005769694,0.9977509,0.00002383047,0.00001471722,0.00001134828,0.000005799138,0.00008252986,0.0003133476],"genre_scores_gemma":[0.1063929,0.0002790576,0.8905337,0.00008711115,0.00009023413,0.00006798907,0.00005701143,0.00004708935,0.002444904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00133541,"threshold_uncertainty_score":0.004467428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}