{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":236,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":236,"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":"16c0c1226115","filters":{"topic":"Internet of Things and AI"}},"results":[{"id":"W968045710","doi":"10.1017/cbo9780511794797","title":"Artificial Intelligence","year":2010,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Internet of Things and AI","field":"Computer Science","cited_by":415,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Field (mathematics); Appeal; Graduate students; Artificial intelligence; Science and engineering; Applications of artificial intelligence; Space (punctuation); Representation (politics); Sight; Style (visual arts); Mathematics education; Engineering; Engineering ethics; Psychology; Pedagogy; Mathematics; Visual arts","authors":[{"name":"David Poole","is_ca":true},{"name":"Alan K. Mackworth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02303836578496799,"gpt":0.2067348492326234,"spread":0.1836964834476554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001355178,0.001112783,0.0008971384,0.001882099,0.001181968,0.00782002,0.002163896,0.002735046,0.05207039],"category_scores_gemma":[0.0044831,0.0004094238,0.0006655206,0.002297455,0.003142046,0.006006673,0.003357982,0.002887259,0.02597311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020021,"about_ca_system_score_gemma":0.002115505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077843,"about_ca_topic_score_gemma":0.001290115,"domain_scores_codex":[0.997803,0.0005493655,0.000164033,0.0003938998,0.00098545,0.0001041268],"domain_scores_gemma":[0.9986946,0.0005118301,0.00006536257,0.0003522304,0.000277816,0.00009810362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002312118,0.00003257401,0.0004013221,0.0009006526,0.00004758408,0.0001497493,0.0004370417,0.001108095,0.0003617775,0.5375077,0.2546571,0.2043733],"study_design_scores_gemma":[0.000004600851,0.000008014291,0.0001462011,0.0003259887,0.000005365844,0.0001593017,0.0001012472,0.0004355548,0.0001077786,0.1549473,0.843751,0.000007521474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00123534,0.07939345,0.03699739,0.0204298,0.004278416,0.0001501537,0.001016631,0.0008963266,0.8556024],"genre_scores_gemma":[0.09264074,0.1520506,0.08266429,0.01936273,0.006463942,0.0006736675,0.005614937,0.0007950151,0.6397342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05207039,"threshold_uncertainty_score":0.1741928,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238521532","doi":"10.1109/tcyb.2019.2956023","title":"IEEE Transactions on Cybernetics","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Artificial intelligence; Psychology","authors":[{"name":"Sr Past","is_ca":true},{"name":"Mengchu Zhou Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Adrian Stoica Vp","is_ca":true},{"name":"Vladimı́r Mařı́k","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"É Jos","is_ca":true},{"name":"Kathleen Kramer","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"James Jefferies","is_ca":true},{"name":"Witold Kinsner","is_ca":true},{"name":"Francis Grosz","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Robert Fish","is_ca":true},{"name":"Association Liu","is_ca":true},{"name":"Thomas Coughlin","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Chris Brantley","is_ca":true},{"name":"Ieee-Usa Cherif","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Michael Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257849392843286,"gpt":0.2309222760300471,"spread":0.2183437821016142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001185363,0.0009626504,0.001037102,0.001241152,0.0004554717,0.00320524,0.0005896647,0.001466803,0.03808669],"category_scores_gemma":[0.002732037,0.0002689925,0.0005111505,0.0009429285,0.001141484,0.00176371,0.0009996978,0.00191984,0.01190409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332906,"about_ca_system_score_gemma":0.00102637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098107,"about_ca_topic_score_gemma":0.003225201,"domain_scores_codex":[0.9993408,0.0001359209,0.00005741084,0.0000908982,0.0003326706,0.00004224467],"domain_scores_gemma":[0.9981535,0.0003528334,0.00005917434,0.0004561638,0.0008700857,0.0001083054],"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":[0.0001862485,0.0001793737,0.002718182,0.0006304936,0.0001925822,0.0002724488,0.0002076153,0.01241995,0.005939306,0.1281604,0.217993,0.6311004],"study_design_scores_gemma":[0.00004426322,0.0001211266,0.002635891,0.0003024428,0.0001555157,0.0004397159,0.0002388258,0.03973041,0.002721234,0.1124393,0.8411269,0.00004444363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01472259,0.05612802,0.4371049,0.02622727,0.0710158,0.0002989807,0.001698229,0.002568638,0.3902355],"genre_scores_gemma":[0.3426455,0.06418692,0.1707336,0.005200821,0.008321422,0.000566274,0.004146984,0.0006019692,0.4035966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9619133,"threshold_uncertainty_score":0.1274126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367726654","doi":"10.1007/978-981-16-0730-1","title":"Intelligent Systems, Technologies and Applications","year":2021,"lang":"en","type":"book","venue":"Advances in intelligent systems and computing","topic":"Internet of Things and AI","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","authors":[{"name":"Marcin Paprzycki","is_ca":false},{"name":"Sabu M. Thampi","is_ca":false},{"name":"Sushmita Mitra","is_ca":false},{"name":"Ljiljana Trajković","is_ca":true},{"name":"El-Sayed M. El-Alfy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01336331632398414,"gpt":0.2620437778055794,"spread":0.2486804614815952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005354002,0.001974213,0.001876237,0.002797006,0.0007984655,0.005285238,0.001269553,0.001694219,0.05818903],"category_scores_gemma":[0.00160734,0.0007505503,0.0005596885,0.005008649,0.001124593,0.004213643,0.001840582,0.002766696,0.05974938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097252,"about_ca_system_score_gemma":0.001471841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001446293,"about_ca_topic_score_gemma":0.003056541,"domain_scores_codex":[0.9992859,0.00007320559,0.00004154902,0.00009162967,0.0004661698,0.00004163629],"domain_scores_gemma":[0.9994516,0.0002215196,0.00003406093,0.00008060566,0.0001594653,0.00005281184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002496223,0.00007275014,0.0001385891,0.001210244,0.00003863373,0.0001154944,0.0002048638,0.001534789,0.001937244,0.06615154,0.5266017,0.4019692],"study_design_scores_gemma":[0.000006062269,0.00002229163,0.0002849429,0.0004261631,0.00001139248,0.000204074,0.00004958151,0.0009201182,0.0001774452,0.02532889,0.9725568,0.00001212435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007396598,0.1851526,0.03190885,0.00253477,0.008908413,0.0002632554,0.0006980114,0.001325642,0.7684687],"genre_scores_gemma":[0.004873097,0.09812652,0.01895653,0.00180493,0.002627698,0.0002730008,0.0007989837,0.0003721769,0.8721671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05818903,"threshold_uncertainty_score":0.1946617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245334931","doi":"10.1007/978-981-15-0108-1","title":"Advanced Informatics for Computing Research","year":2019,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Informatics; Computer science; Data science; Information retrieval; World Wide Web; Library science; Political science","authors":[{"name":"Ashish Kr. Luhach","is_ca":false},{"name":"Xiao‐Zhi Gao","is_ca":true},{"name":"Pawan Lingras","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07401254102139372,"gpt":0.3876104209111541,"spread":0.3135978798897603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317119,0.001971095,0.002062338,0.003731727,0.001780777,0.008193658,0.001442714,0.001611031,0.07336535],"category_scores_gemma":[0.00408229,0.0006358696,0.0006001287,0.006291396,0.003835067,0.008536126,0.003392949,0.007610835,0.07733223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246546,"about_ca_system_score_gemma":0.003303027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025107,"about_ca_topic_score_gemma":0.001759489,"domain_scores_codex":[0.9986649,0.0002482039,0.00008592164,0.0002478462,0.0006680263,0.00008520926],"domain_scores_gemma":[0.9979367,0.0007358919,0.000109936,0.0005208192,0.0005037668,0.0001927999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001210454,0.0000242628,0.00006764039,0.0004792563,0.00001029886,0.00002576513,0.0002866505,0.000173576,0.0003749457,0.4113403,0.4186572,0.1685482],"study_design_scores_gemma":[0.000003686517,0.000006584612,0.00008955657,0.0002152407,0.0000036442,0.000050381,0.00004237027,0.0001361519,0.00005102852,0.08200762,0.9173887,0.00000501735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003540234,0.08159003,0.03024771,0.01065987,0.01493871,0.0001730517,0.0004878095,0.00119629,0.8603526],"genre_scores_gemma":[0.007668571,0.06991025,0.02833937,0.00824576,0.01147236,0.0005253587,0.001049836,0.001031699,0.8717569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07336535,"threshold_uncertainty_score":0.2454316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409607258","doi":"10.3390/iot6020023","title":"A Lightweight Encryption Method for IoT-Based Healthcare Applications: A Review and Future Prospects","year":2025,"lang":"en","type":"review","venue":"IoT","topic":"Internet of Things and AI","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Clair College","funders":"National Institute of Standards and Technology","keywords":"Internet of Things; Computer science; Encryption; Health care; Computer security; Embedded system; Political science","authors":[{"name":"Omar Sabri","is_ca":true},{"name":"Bassam Al-Shargabi","is_ca":false},{"name":"Abdelrahman Abuarqoub","is_ca":false},{"name":"Tahani Ali Hakami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02261670005952168,"gpt":0.374788136632298,"spread":0.3521714365727764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009125859,0.0008471725,0.001148222,0.002051671,0.0003924196,0.001308108,0.0008875419,0.001164298,0.002714975],"category_scores_gemma":[0.001362008,0.0005024411,0.0009709265,0.001991395,0.0005760064,0.003119458,0.0007560444,0.001471006,0.001263414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004362369,"about_ca_system_score_gemma":0.0008331319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000736216,"about_ca_topic_score_gemma":0.0004928532,"domain_scores_codex":[0.9995278,0.00006485833,0.00009775018,0.00009920841,0.0001720452,0.00003837438],"domain_scores_gemma":[0.9989913,0.0005553744,0.0001575895,0.00004243376,0.0002184054,0.00003489584],"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":[0.00009628964,0.0001683058,0.0005120387,0.01581163,0.00009952411,0.0002453132,0.0001407962,0.001281816,0.0073677,0.007290434,0.009811727,0.9571744],"study_design_scores_gemma":[0.00003665009,0.001000143,0.002411969,0.006255663,0.0003925269,0.004790579,0.000268174,0.003829734,0.01120099,0.005705912,0.9639602,0.0001474662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001070864,0.9942338,0.00241284,0.0003228169,0.0002053538,0.00002205639,0.00002272543,0.00002267101,0.001686866],"genre_scores_gemma":[0.00516744,0.9908767,0.002260933,0.0002743399,0.0002375607,0.00002853618,0.00006114465,0.000008198215,0.001085016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002714975,"threshold_uncertainty_score":0.009082437,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315646484","doi":"10.18280/isi.270620","title":"Implementation of Blockchain with Machine Learning Intrusion Detection System for Defending IoT Botnet and Cloud Networks","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Internet of Things and AI","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Blockchain; Botnet; Cloud computing; Internet of Things; Computer security; Computer science; Intrusion detection system; Intrusion; World Wide Web; The Internet; Operating system; Geology","authors":[{"name":"Swapna Siddamsetti","is_ca":false},{"name":"Muktevi Srivenkatesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006899223949359176,"gpt":0.2139998256865275,"spread":0.2071006017371683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008719512,0.0004117227,0.0004473378,0.0008148743,0.0005881136,0.000582143,0.001036888,0.0005206607,0.004690632],"category_scores_gemma":[0.001412708,0.0002075876,0.000247218,0.0003753314,0.0003301118,0.001272587,0.0007453482,0.0005386167,0.0007959529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000555665,"about_ca_system_score_gemma":0.001209327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00296354,"about_ca_topic_score_gemma":0.002422215,"domain_scores_codex":[0.9994584,0.0001096391,0.00003998467,0.0001129781,0.0001747868,0.000104228],"domain_scores_gemma":[0.9992828,0.0001540266,0.00007535316,0.0001691822,0.0002256185,0.00009296341],"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":[0.002255689,0.002002279,0.02669039,0.0003749594,0.0002374985,0.001007198,0.0004943545,0.2127595,0.08194412,0.01403177,0.0117137,0.6464885],"study_design_scores_gemma":[0.00005692787,0.0003023446,0.001337949,0.00001128687,0.00001713888,0.0000974611,0.00002681735,0.9694903,0.02366477,0.001677633,0.003297029,0.0000203674],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3581417,0.0003526471,0.5988795,0.0005480351,0.0002333451,0.0009364057,0.0003891401,0.02844432,0.01207481],"genre_scores_gemma":[0.9361442,0.00007356769,0.05948579,0.00007809939,0.0000179644,0.0001501889,0.0002758211,0.0000791843,0.003695339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004690632,"threshold_uncertainty_score":0.0156917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255961083","doi":"10.1109/tcyb.2018.2850158","title":"IEEE Transactions on Cybernetics","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Psychology; Artificial intelligence","authors":[{"name":"Sr Past","is_ca":true},{"name":"Mengchu Zhou Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Adrian Stoica Vp","is_ca":true},{"name":"Vladimı́r Mařı́k","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"James Jefferies","is_ca":true},{"name":"M Moura","is_ca":true},{"name":"William R. Walsh","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"Karen Bartleson","is_ca":true},{"name":"Witold Kinsner","is_ca":true},{"name":"M El-Ghazaly","is_ca":true},{"name":"Martin J. Bastiaans","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Forrest Wright","is_ca":true},{"name":"Kathy Land","is_ca":true},{"name":"Sandra Candy","is_ca":true},{"name":"Robinson","is_ca":true},{"name":"Toshio Fukuda","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Jack Bailey","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Kevin Lisankie","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Martin Morahan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749639726608877,"gpt":0.2484594518436753,"spread":0.2309630545775865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001163231,0.0009309239,0.001034387,0.001184699,0.0004577586,0.003298043,0.0005880074,0.001540656,0.03611313],"category_scores_gemma":[0.002731652,0.0002549369,0.0005055231,0.0009159981,0.001178534,0.001894278,0.001006407,0.001943131,0.01021938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005522994,"about_ca_system_score_gemma":0.001019376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005103,"about_ca_topic_score_gemma":0.003164333,"domain_scores_codex":[0.9993718,0.0001278657,0.000056275,0.00008781873,0.0003140807,0.00004228556],"domain_scores_gemma":[0.9981917,0.0003426991,0.00005784642,0.0004487894,0.0008491516,0.0001098321],"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":[0.0001989695,0.0001889374,0.002966393,0.0006397374,0.0001964372,0.0003097171,0.0002185788,0.01422929,0.006879403,0.1405591,0.1909231,0.6426905],"study_design_scores_gemma":[0.00004637299,0.0001379749,0.003074502,0.0003068741,0.0001706269,0.0004997262,0.0002987139,0.04946127,0.003210036,0.1403226,0.8024189,0.00005237203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01693342,0.05332756,0.4600409,0.02922507,0.07185524,0.0002694988,0.001613014,0.002353435,0.3643819],"genre_scores_gemma":[0.3904791,0.06118172,0.1687726,0.005338725,0.008454315,0.0005396194,0.003574836,0.0005788169,0.3610803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9638869,"threshold_uncertainty_score":0.1208104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379744163","doi":"10.1109/cictn57981.2023.10141376","title":"The ways in which Artificial Intelligence improves several facets of Cyber Security-A survey","year":2023,"lang":"en","type":"article","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer security; Artificial intelligence","authors":[{"name":"Ramiz Salama","is_ca":false},{"name":"Fadi Al‐Turjman","is_ca":false},{"name":"Chadi Altrjman","is_ca":true},{"name":"Dibyahash Bordoloi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03989837453713291,"gpt":0.2771019786853345,"spread":0.2372036041482016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002424752,0.0008635564,0.0008404408,0.006931686,0.001030789,0.005320317,0.0009520429,0.00174974,0.004671732],"category_scores_gemma":[0.004871724,0.0004273605,0.000763623,0.009332677,0.003566191,0.009881959,0.001831644,0.003758369,0.001609704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973543,"about_ca_system_score_gemma":0.001984925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462937,"about_ca_topic_score_gemma":0.002190687,"domain_scores_codex":[0.99767,0.0007408896,0.0002048992,0.0002685933,0.0009890043,0.0001265294],"domain_scores_gemma":[0.9938856,0.004279902,0.0002890512,0.0003701406,0.0009166109,0.0002586877],"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":[0.00003179439,0.0001122151,0.003982257,0.004621392,0.0001104052,0.0001870013,0.001342124,0.0007787755,0.0005024083,0.1189775,0.02779024,0.8415639],"study_design_scores_gemma":[0.000006833529,0.00008509799,0.005476248,0.004790292,0.00004569281,0.0008004656,0.001602449,0.0007492807,0.0006244651,0.09984067,0.8859162,0.00006238865],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003745143,0.8853979,0.01316046,0.01671172,0.001114504,0.0000506845,0.00008464952,0.000119168,0.07961579],"genre_scores_gemma":[0.03138048,0.9492048,0.008976366,0.002836933,0.001118218,0.00005222774,0.0001150237,0.0000410013,0.006274847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006931686,"threshold_uncertainty_score":0.01562846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187578345","doi":"10.14447/jnmes.v24i2.a06","title":"A Novel Experimental Study and Analysis of Electrocoagulation Process for Textile Wastewater Treatment using Various Sensors with Integration of IoT Monitoring System","year":2021,"lang":"en","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Internet of Things and AI","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Electrocoagulation; Turbidity; Wastewater; Environmental science; Process (computing); Textile; Pulp and paper industry; Process engineering; Economic shortage; Portable water purification; Sewage treatment; Computer science; Waste management; Materials science; Environmental engineering; Engineering; Composite material","authors":[{"name":"M. Karthikeyan","is_ca":false},{"name":"S. Vijayachitra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03216590698917789,"gpt":0.307187425720752,"spread":0.2750215187315741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003642435,0.0003962849,0.0003465289,0.0002729745,0.0003236567,0.0003115985,0.0005422503,0.0007850201,0.001426695],"category_scores_gemma":[0.000291397,0.0002316804,0.0004665653,0.0003708549,0.0003050559,0.0004935704,0.000210311,0.0004165678,0.0002215797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279796,"about_ca_system_score_gemma":0.0001909011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006796317,"about_ca_topic_score_gemma":0.001139856,"domain_scores_codex":[0.9995791,0.00003884045,0.0000305078,0.0001140091,0.0002015209,0.00003606039],"domain_scores_gemma":[0.9998272,0.00003355273,0.0000350234,0.00003055011,0.00006416688,0.0000095383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009419033,0.00007021702,0.0003916062,0.0001174939,0.000007893654,0.00008331928,0.00004364088,0.0002170511,0.9955537,0.0001077118,0.00007778158,0.003235252],"study_design_scores_gemma":[0.00001120043,0.000530333,0.002961881,0.0000068443,0.00002012753,0.0001276394,0.00005616145,0.003121532,0.9917877,0.00005718902,0.001308114,0.00001126168],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9608966,0.001386948,0.03294589,0.0002106549,0.0001680468,0.0001518238,0.000503363,0.000212035,0.003524601],"genre_scores_gemma":[0.9754243,0.0009231462,0.02027963,0.00008933112,0.00002859993,0.0001364112,0.0002169398,0.00001929761,0.002882387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001426695,"threshold_uncertainty_score":0.004772782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252773688","doi":"10.1007/978-981-13-6095-4","title":"Intelligent Systems, Technologies and Applications","year":2019,"lang":"en","type":"book","venue":"Advances in intelligent systems and computing","topic":"Internet of Things and AI","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Systems engineering; Data science; Human–computer interaction; Engineering","authors":[{"name":"Sabu M. Thampi","is_ca":false},{"name":"Ljiljana Trajković","is_ca":true},{"name":"Sushmita Mitra","is_ca":false},{"name":"P. Nagabhushan","is_ca":false},{"name":"Jayanta Mukhopadhyay","is_ca":false},{"name":"Juan M. Corchado","is_ca":false},{"name":"Stefano Berretti","is_ca":false},{"name":"Deepak Mishra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0124075640472713,"gpt":0.2587788536566479,"spread":0.2463712896093766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005091737,0.001949601,0.001668854,0.003068363,0.0007904973,0.004924674,0.001254245,0.001736385,0.04532488],"category_scores_gemma":[0.001465615,0.0006835727,0.0005572503,0.004917135,0.001215806,0.003701129,0.001895193,0.002851302,0.04726998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138416,"about_ca_system_score_gemma":0.00143183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269678,"about_ca_topic_score_gemma":0.002528505,"domain_scores_codex":[0.9992673,0.00007075627,0.00004938317,0.00009931847,0.0004692226,0.00004399268],"domain_scores_gemma":[0.9995015,0.0001918103,0.00003648593,0.0000737642,0.0001464576,0.00005001275],"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":[0.00002268796,0.00007521591,0.0001417469,0.001471396,0.00004324232,0.0001187798,0.0002010808,0.001492281,0.002107667,0.07204331,0.4609288,0.4613538],"study_design_scores_gemma":[0.000005288597,0.00002076151,0.0002768931,0.0004700469,0.00001152366,0.0002083149,0.00004436047,0.0007970079,0.0001922815,0.026265,0.9716961,0.00001247401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007960392,0.2380164,0.03329407,0.002958284,0.01053141,0.0002478402,0.0006448151,0.00126883,0.7122423],"genre_scores_gemma":[0.006194583,0.1419921,0.02187582,0.002270031,0.003913302,0.0002855189,0.0008469334,0.0003687145,0.8222531],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04532488,"threshold_uncertainty_score":0.1516269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081694166","doi":"10.5539/ies.v13n9p123","title":"Green University Using Cloud Based Internet of Things Model for Energy Saving","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Internet of Things and AI","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cloud computing; The Internet; Sample (material); Computer science; Internet of Things; Process (computing); World Wide Web","authors":[{"name":"Sunti Sopapradit","is_ca":false},{"name":"Pallop Piriyasurawong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08274636614134569,"gpt":0.3181191474705801,"spread":0.2353727813292344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415778,0.0004188807,0.0002561192,0.0006678302,0.0007682673,0.001836761,0.0008427163,0.0009166626,0.003857356],"category_scores_gemma":[0.0009658129,0.0001730659,0.0007953073,0.001015921,0.0005005839,0.002370948,0.0008813543,0.000757738,0.0005176027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001933537,"about_ca_system_score_gemma":0.001835027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004883074,"about_ca_topic_score_gemma":0.00824402,"domain_scores_codex":[0.9994525,0.000193523,0.00002336466,0.00006883346,0.000176178,0.00008550628],"domain_scores_gemma":[0.9995373,0.0001910435,0.00004663945,0.00004395885,0.0001406247,0.00004045958],"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":[0.0002243132,0.0006398558,0.01161237,0.0005522589,0.00008467468,0.0006191838,0.001515645,0.5317629,0.006945569,0.3618015,0.006474383,0.07776733],"study_design_scores_gemma":[0.00005079744,0.0003828394,0.005178007,0.0002190459,0.00008073401,0.0002659561,0.00207755,0.8567971,0.0054861,0.07605731,0.0533195,0.00008510832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3548034,0.0007243898,0.4182386,0.004550322,0.0002685211,0.001165617,0.0008179866,0.0006783804,0.2187528],"genre_scores_gemma":[0.9235099,0.0006976973,0.05792289,0.0001752062,0.00001821744,0.0005258844,0.0003230762,0.00004593605,0.01678123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004883074,"threshold_uncertainty_score":0.01402879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390271198","doi":"10.18280/i2m.220602","title":"IoT-Based Smart Health Monitoring System: Investigating the Role of Temperature, Blood Pressure and Sleep Data in Chronic Disease Management","year":2023,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Internet of Things and AI","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sleep (system call); Blood pressure; Internet of Things; Disease; Chronic disease; Medicine; Health management system; Computer science; Intensive care medicine; Internal medicine; Embedded system; Pathology","authors":[{"name":"Abdikarim Abi Hassan","is_ca":false},{"name":"Kemal Tütüncü","is_ca":false},{"name":"Husein Osman Abdullahi","is_ca":false},{"name":"Abdifatah Farah Ali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02873640634330224,"gpt":0.2958305292659104,"spread":0.2670941229226081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003397198,0.0002701627,0.0002822711,0.0006394507,0.0002079253,0.0005438497,0.000211054,0.0004928243,0.00131089],"category_scores_gemma":[0.000769558,0.00009080794,0.0002599541,0.0005128268,0.0001232203,0.0005399715,0.0002484252,0.0002092391,0.0002763823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002196131,"about_ca_system_score_gemma":0.0003613194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002206185,"about_ca_topic_score_gemma":0.002436711,"domain_scores_codex":[0.999826,0.00004887207,0.0000136656,0.00004924449,0.00004045058,0.00002179321],"domain_scores_gemma":[0.9997706,0.0000830883,0.00004233003,0.00001560082,0.0000547289,0.0000336984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002659047,0.002157223,0.6172681,0.0009803926,0.0004794022,0.0009541211,0.001487557,0.01063007,0.1016866,0.002550462,0.006882629,0.2522644],"study_design_scores_gemma":[0.00015528,0.002214033,0.7840393,0.000146387,0.0003562715,0.001065074,0.00141742,0.1798256,0.02180563,0.002172867,0.006740109,0.00006211631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759251,0.001227678,0.01507621,0.0006297546,0.0001192951,0.0001804583,0.001112483,0.0001967309,0.005532229],"genre_scores_gemma":[0.9892329,0.000556964,0.008250335,0.0001777845,0.00006835075,0.0001025088,0.0005086737,0.000009265402,0.001093226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002206185,"threshold_uncertainty_score":0.004386723,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249628154","doi":"10.1007/978-3-642-31368-4","title":"Autonomous and Intelligent Systems","year":2012,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Artificial intelligence; Human–computer interaction","authors":[{"name":"Mohamed S. Kamel","is_ca":true},{"name":"Hani Hagras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01347114247436326,"gpt":0.2344277073931301,"spread":0.2209565649187668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003065261,0.0007660756,0.0005686881,0.0004556657,0.0005740766,0.003060102,0.0006918015,0.001011326,0.01509599],"category_scores_gemma":[0.0007061149,0.0003527398,0.0002930927,0.0005738472,0.003088081,0.003712556,0.001764031,0.00155374,0.005589912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147698,"about_ca_system_score_gemma":0.0008163879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006223207,"about_ca_topic_score_gemma":0.0007241309,"domain_scores_codex":[0.9997084,0.00005303681,0.00001320362,0.00005923233,0.0001370406,0.00002901907],"domain_scores_gemma":[0.9998032,0.0000687447,0.00001369287,0.00005762329,0.00003186646,0.00002489642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001101168,0.00002406241,0.0001061815,0.000192818,0.00001724903,0.00005157914,0.0003885275,0.00149388,0.001029766,0.8759562,0.04170196,0.07902676],"study_design_scores_gemma":[0.000006937938,0.00002054681,0.0002246657,0.000110685,0.000007630729,0.0001139464,0.0001230657,0.001745617,0.0004550163,0.4789578,0.5182264,0.000007617394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003442827,0.04084734,0.0853478,0.006397572,0.002524417,0.00008656991,0.0001716373,0.0004697346,0.8607122],"genre_scores_gemma":[0.1677751,0.04076773,0.04378056,0.002998411,0.002761276,0.0003211391,0.0005948209,0.0002756001,0.7407253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01509599,"threshold_uncertainty_score":0.05050111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2909578415","doi":"10.3166/acsm.42.459-470","title":"Smart tools for energy resilient city","year":2018,"lang":"fr","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Internet of Things and AI","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architectural engineering; Computer science; Environmental science; Engineering","authors":[{"name":"Francesca Moraci","is_ca":false},{"name":"Celestina Fazia","is_ca":false},{"name":"Maurizio Francesco Errigo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1008858413897247,"gpt":0.3176273634042393,"spread":0.2167415220145146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005396833,0.0006875939,0.0003152135,0.001227213,0.00126859,0.004197649,0.001184458,0.001811093,0.01826166],"category_scores_gemma":[0.00109036,0.0002944862,0.0004788205,0.0009579769,0.002490611,0.00735215,0.005731162,0.00168196,0.005264389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000831005,"about_ca_system_score_gemma":0.0007739666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006653693,"about_ca_topic_score_gemma":0.001029565,"domain_scores_codex":[0.999598,0.000101357,0.0000214196,0.00006428114,0.0001542941,0.00006061682],"domain_scores_gemma":[0.9996517,0.00009862184,0.00002122857,0.000107835,0.00005602255,0.00006460738],"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":[0.00002355016,0.00003322724,0.0002110074,0.0002829578,0.0000148221,0.0002457653,0.001286561,0.00518412,0.002830288,0.872436,0.02669383,0.09075785],"study_design_scores_gemma":[0.000008825672,0.00002440225,0.0001424376,0.0001751316,0.00001118367,0.0001538946,0.0008473083,0.003799524,0.001461205,0.2779563,0.7153963,0.00002356073],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02331978,0.01514182,0.3565029,0.02606528,0.002686833,0.0002555918,0.000526001,0.00676009,0.5687417],"genre_scores_gemma":[0.5339308,0.01852946,0.2339876,0.004795724,0.000798926,0.0005575233,0.0008644508,0.001173012,0.2053624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01826166,"threshold_uncertainty_score":0.06109136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403770886","doi":"10.18280/i2m.230507","title":"Behavioural Analysis of Hatchetman Attacker for Detection &amp; Prevention in Low Power and Lossy IoT Network","year":2024,"lang":"en","type":"article","venue":"Instrumentation Mesure Métrologie","topic":"Internet of Things and AI","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Lossy compression; Internet of Things; Power analysis; Computer science; Power (physics); Computer security; Computer network; Artificial intelligence; Physics; Cryptography","authors":[{"name":"Gaurav Soni","is_ca":false},{"name":"Kamlesh Chandravanshi","is_ca":false},{"name":"Arun Singh Kaurav","is_ca":false},{"name":"Aradhana Saxena","is_ca":false},{"name":"Durgesh Nandan","is_ca":false},{"name":"Anurag Mahajan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02929210972953358,"gpt":0.3223387144428916,"spread":0.293046604713358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001835221,0.0001653116,0.0001850238,0.0003787899,0.0001981613,0.0002608459,0.0002413182,0.0002375213,0.001605247],"category_scores_gemma":[0.001512097,0.00008695882,0.0001601112,0.0001628361,0.0001627583,0.0002472131,0.0002156712,0.0002558171,0.0002941747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002201619,"about_ca_system_score_gemma":0.0001756205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431907,"about_ca_topic_score_gemma":0.003561539,"domain_scores_codex":[0.9997453,0.00005157941,0.000009058906,0.0000350702,0.00009992408,0.00005910857],"domain_scores_gemma":[0.999012,0.0003789455,0.0001570692,0.00006680339,0.0003142809,0.00007087913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001830097,0.001060216,0.4229482,0.0004564623,0.0002501811,0.003895095,0.003169986,0.1113114,0.2866754,0.01096214,0.00524283,0.1521981],"study_design_scores_gemma":[0.00001394509,0.001084337,0.3438372,0.00005760908,0.00009315975,0.001907873,0.001615336,0.6046854,0.04188866,0.00199336,0.002751967,0.00007114667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788408,0.00006991057,0.0162216,0.00009455634,0.0000179905,0.00003590631,0.0001224031,0.0001445736,0.004452296],"genre_scores_gemma":[0.997408,0.00002694929,0.0008627911,0.00001114806,0.000002073682,0.000006613139,0.00005445786,0.000004178044,0.00162398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003431907,"threshold_uncertainty_score":0.006823897,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015624539","doi":"","title":"Internet of Things in Telemedicine: a Discussion Regarding to Several Implementation","year":2018,"lang":"en","type":"article","venue":"Journal of Information Communication Technologies and Robotic Applications","topic":"Internet of Things and AI","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Telemedicine; The Internet; Process (computing); Computer science; Health care; Multimedia; Internet privacy; World Wide Web; Political science","authors":[{"name":"Rehan Shams","is_ca":false},{"name":"Fozia Hanif Khan","is_ca":true},{"name":"Muhammad Aamir","is_ca":false},{"name":"Faizan Saleem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01143433170585047,"gpt":0.2809207501403734,"spread":0.269486418434523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007399736,0.0003923846,0.0003278236,0.001268597,0.00315542,0.008423024,0.001713777,0.0103503,0.007415744],"category_scores_gemma":[0.009950059,0.0002903905,0.0006322662,0.002210598,0.006123089,0.01425197,0.002560877,0.008028558,0.0008351369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004498324,"about_ca_system_score_gemma":0.003891352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00255702,"about_ca_topic_score_gemma":0.002802275,"domain_scores_codex":[0.9914148,0.004561923,0.0004952186,0.0007047922,0.002232887,0.000590384],"domain_scores_gemma":[0.9912032,0.005964659,0.0004363727,0.0003235754,0.00174266,0.000329646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004343077,0.00008514919,0.001036563,0.001005709,0.00001153623,0.0006958837,0.003815922,0.0004243228,0.0006030998,0.8593432,0.02643927,0.1064959],"study_design_scores_gemma":[0.00001515655,0.0001676089,0.002394375,0.003332239,0.00002355692,0.00168428,0.01166295,0.001034744,0.001001804,0.1316306,0.8469869,0.00006584737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01162374,0.1194556,0.02308523,0.6215354,0.00869952,0.0001735311,0.00008321965,0.00006402969,0.2152797],"genre_scores_gemma":[0.4749936,0.2372397,0.02567977,0.1716755,0.01496785,0.0006579013,0.0001281839,0.0001944688,0.07446306],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0103503,"threshold_uncertainty_score":0.03913403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253385115","doi":"10.1109/jproc.2018.2879154","title":"Proceedings of the IEEE publication information","year":2018,"lang":"en","type":"article","venue":"Proceedings of the IEEE","topic":"Internet of Things and AI","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Library science","authors":[{"name":"H.J. Trussell","is_ca":true},{"name":"Tülay Adalı","is_ca":true},{"name":"Moeness G. Amin","is_ca":true},{"name":"Ronald Arkin","is_ca":true},{"name":"S. E. Barbin","is_ca":true},{"name":"Sankar Basu","is_ca":true},{"name":"Jón Atli Benediktsson","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true},{"name":"Kun‐Shan Chen","is_ca":true},{"name":"Diane J. Cook","is_ca":true},{"name":"John S. Duncan","is_ca":true},{"name":"Nathan Lynne","is_ca":true},{"name":"Elsie S. Parker","is_ca":true},{"name":"H. Vincent Poor","is_ca":true},{"name":"M.W. Pospieszalski","is_ca":true},{"name":"Anders Rantzer","is_ca":true},{"name":"Catherine Rosenberg","is_ca":true},{"name":"Robert Schober","is_ca":true},{"name":"Gianluca Setti","is_ca":true},{"name":"Roberto Sorrentino","is_ca":true},{"name":"Ioannis Stavrakakis","is_ca":true},{"name":"Ahmet Murat","is_ca":true},{"name":"Tekalp Rodney","is_ca":true},{"name":"Tucker Ching-Kuang","is_ca":true},{"name":"Clive Tzuang","is_ca":true},{"name":"Jan Van der Spiegel","is_ca":true},{"name":"Andreas Weisshaar","is_ca":true},{"name":"Sally Wood","is_ca":true},{"name":"Hoi-Jun Yoo","is_ca":true},{"name":"C Patrick","is_ca":true},{"name":"Yue Lixia","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Chris Brantley","is_ca":true},{"name":"Ieee-Usa Julie","is_ca":true},{"name":"Eve Cozin","is_ca":true},{"name":"Michael Förster","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Dawn Melley","is_ca":true},{"name":"Kevin Lisankie","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Jeffrey Cichocki","is_ca":true},{"name":"Neelam Khinvasara","is_ca":true},{"name":"Samir El‐Ghazaly","is_ca":true},{"name":"Vice Chair","is_ca":true},{"name":"S.S. Hemami","is_ca":true},{"name":"John Baillieul","is_ca":true},{"name":"Sergio Benedetto","is_ca":true},{"name":"Gregory T. Byrd","is_ca":true},{"name":"Jean‐Luc Gaudiot","is_ca":true},{"name":"Ron Goldfarb","is_ca":true},{"name":"D. Alan","is_ca":true},{"name":"Grier Lawrence","is_ca":true},{"name":"Clem Karl","is_ca":true},{"name":"Hulya Kirkici","is_ca":true},{"name":"Aleksandr Mastilovic","is_ca":true},{"name":"Carmen S. Menoni","is_ca":true},{"name":"Paolo Montuschi","is_ca":true},{"name":"Pete Morley","is_ca":true},{"name":"Michael Pecht","is_ca":true},{"name":"Sorel Reisman","is_ca":true},{"name":"Fred Schindler","is_ca":true},{"name":"Gaurav Sharma","is_ca":true},{"name":"R Todi","is_ca":true},{"name":"Yatin Trivedi","is_ca":true},{"name":"Stephanie White","is_ca":true},{"name":"Jason Yao","is_ca":true},{"name":"Steve Yurkovich","is_ca":true},{"name":"Reza Zoughi","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Konstantinos Karachalios","is_ca":true},{"name":"Eileen Lach","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Mary Ward-Callan","is_ca":true},{"name":"Vaishali Damle","is_ca":true},{"name":"Jun Sun","is_ca":true},{"name":"Patrick Kempf","is_ca":true},{"name":"Joanna Gojlik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008612834583492449,"gpt":0.2093941042647925,"spread":0.2007812696813001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001835765,0.001592215,0.00226072,0.005545526,0.001354944,0.007147982,0.001505726,0.002413006,0.6563795],"category_scores_gemma":[0.004693218,0.0006643979,0.000813971,0.004600298,0.00048069,0.004521161,0.002081327,0.002291002,0.594873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441565,"about_ca_system_score_gemma":0.003000291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001788554,"about_ca_topic_score_gemma":0.003713378,"domain_scores_codex":[0.9990049,0.00009070642,0.00008257158,0.0001326992,0.0005710848,0.0001181594],"domain_scores_gemma":[0.9945568,0.0005319198,0.0002211224,0.0005465684,0.002942894,0.001200759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005549239,0.0001122603,0.0002147371,0.0002362194,0.000009855237,0.00004011784,0.00001185528,0.0001068669,0.0005261237,0.00128063,0.9004678,0.09693818],"study_design_scores_gemma":[0.00001887544,0.00003894966,0.0005896225,0.0002279156,0.00001835834,0.00006866409,0.00003722796,0.0003777516,0.0002986472,0.001260078,0.9970476,0.00001634685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002134473,0.01127731,0.008019523,0.01614589,0.1031702,0.0004877023,0.0155857,0.003956708,0.8392223],"genre_scores_gemma":[0.003762075,0.008756848,0.001617928,0.001841448,0.008157681,0.0001219768,0.0135572,0.0009048202,0.96128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6563795,"threshold_uncertainty_score":0.490133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254872248","doi":"10.1109/tcyb.2018.2873956","title":"IEEE Transactions on Cybernetics","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Cybernetics; Computer science; Artificial intelligence","authors":[{"name":"Sr Past","is_ca":true},{"name":"Mengchu Zhou Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Adrian Stoica Vp","is_ca":true},{"name":"Vladimı́r Mařı́k","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"June Wang","is_ca":true},{"name":"James Jefferies","is_ca":true},{"name":"M Moura","is_ca":true},{"name":"William R. Walsh","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"Karen Bartleson","is_ca":true},{"name":"Witold Kinsner","is_ca":true},{"name":"M El-Ghazaly","is_ca":true},{"name":"Martin J. Bastiaans","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Forrest Wright","is_ca":true},{"name":"Kathy Land","is_ca":true},{"name":"Sandra Candy","is_ca":true},{"name":"Robinson","is_ca":true},{"name":"Toshio Fukuda","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Jack Bailey","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Kevin Lisankie","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Martin Morahan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01749639726608877,"gpt":0.2484594518436753,"spread":0.2309630545775865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001163231,0.0009309239,0.001034387,0.001184699,0.0004577586,0.003298043,0.0005880074,0.001540656,0.03611313],"category_scores_gemma":[0.002731652,0.0002549369,0.0005055231,0.0009159981,0.001178534,0.001894278,0.001006407,0.001943131,0.01021938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005522994,"about_ca_system_score_gemma":0.001019376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005103,"about_ca_topic_score_gemma":0.003164333,"domain_scores_codex":[0.9993718,0.0001278657,0.000056275,0.00008781873,0.0003140807,0.00004228556],"domain_scores_gemma":[0.9981917,0.0003426991,0.00005784642,0.0004487894,0.0008491516,0.0001098321],"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":[0.0001989695,0.0001889374,0.002966393,0.0006397374,0.0001964372,0.0003097171,0.0002185788,0.01422929,0.006879403,0.1405591,0.1909231,0.6426905],"study_design_scores_gemma":[0.00004637299,0.0001379749,0.003074502,0.0003068741,0.0001706269,0.0004997262,0.0002987139,0.04946127,0.003210036,0.1403226,0.8024189,0.00005237203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01693342,0.05332756,0.4600409,0.02922507,0.07185524,0.0002694988,0.001613014,0.002353435,0.3643819],"genre_scores_gemma":[0.3904791,0.06118172,0.1687726,0.005338725,0.008454315,0.0005396194,0.003574836,0.0005788169,0.3610803],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9638869,"threshold_uncertainty_score":0.1208104,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247845616","doi":"10.1109/tcyb.2020.2967017","title":"IEEE Transactions on Cybernetics","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Artificial intelligence; Psychology","authors":[{"name":"Eddie Past","is_ca":true},{"name":"Sr Tunstel","is_ca":true},{"name":"Andreas Nuernberger Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Karen Panetta Vp-Organization","is_ca":true},{"name":"Planning Marik","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Adrian Stoica","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"Daoyi Dong","is_ca":true},{"name":"Mariagrazia Dotoli","is_ca":true},{"name":"G Örgy Eigner","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Chaomei Chen","is_ca":true},{"name":"Toshio Fukuda","is_ca":true},{"name":"Susan Kathy","is_ca":true},{"name":"Land","is_ca":true},{"name":"Kathleen Kramer","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"M.F.S.F. de Moura","is_ca":true},{"name":"Stephen Phillips","is_ca":true},{"name":"K Sarkar","is_ca":true},{"name":"Kukjin Chun","is_ca":true},{"name":"Robert Fish","is_ca":true},{"name":"James Conrad","is_ca":true},{"name":"Ljiljana Trajković","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Liesel Bell","is_ca":true},{"name":"Chris Brantley","is_ca":true},{"name":"Ieee-Usa Cherif","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Michael Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311311682004189,"gpt":0.2377046127766973,"spread":0.2145914959566554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001187726,0.0009842564,0.001026677,0.001237693,0.0004579788,0.003221438,0.0005995644,0.001493236,0.03772897],"category_scores_gemma":[0.002741204,0.0002750459,0.0004988432,0.0009614525,0.001143143,0.001841113,0.0009958432,0.00197077,0.01224883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201746,"about_ca_system_score_gemma":0.00102061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003053465,"about_ca_topic_score_gemma":0.003195752,"domain_scores_codex":[0.9993394,0.0001366086,0.00005667441,0.00009119841,0.0003340455,0.0000419938],"domain_scores_gemma":[0.9981933,0.0003601295,0.00005722915,0.0004430826,0.0008387568,0.0001074996],"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":[0.0001736811,0.0001750099,0.002563205,0.0006107325,0.0001781315,0.0002613331,0.0002083156,0.01114275,0.00563587,0.124484,0.2252927,0.6292744],"study_design_scores_gemma":[0.00004103241,0.0001117411,0.002387868,0.0002922146,0.0001451588,0.0004202284,0.0002249127,0.03489402,0.002549005,0.1092974,0.8495955,0.00004089732],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0137911,0.05819155,0.4201333,0.02638413,0.06912238,0.0002883498,0.001641506,0.002609743,0.407838],"genre_scores_gemma":[0.331865,0.06793243,0.1672023,0.005419207,0.008377274,0.0005565562,0.004104314,0.0006169587,0.413926],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.962271,"threshold_uncertainty_score":0.1262159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572058873","doi":"10.1007/978-3-642-21043-3","title":"Advances in Artificial Intelligence","year":2011,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University; University of Regina","funders":"","keywords":"Computer science; Artificial intelligence; Applications of artificial intelligence; Operations research; Engineering","authors":[{"name":"Cory J. Butz","is_ca":true},{"name":"Pawan Lingras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02098089928896642,"gpt":0.2631336486461543,"spread":0.2421527493571879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008397907,0.001084559,0.001255389,0.001508194,0.000520385,0.003698424,0.001138311,0.001121872,0.03477811],"category_scores_gemma":[0.001809368,0.0004711634,0.0004504643,0.002184841,0.001447741,0.003759955,0.001738107,0.002775841,0.02131231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008739471,"about_ca_system_score_gemma":0.001105185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000719784,"about_ca_topic_score_gemma":0.001347645,"domain_scores_codex":[0.9992974,0.0001127589,0.00003344753,0.00009521257,0.0004129398,0.00004820884],"domain_scores_gemma":[0.9991491,0.000376871,0.00004178337,0.0001688581,0.0001794882,0.00008391737],"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":[0.00002960403,0.00007070775,0.0002357134,0.0007465125,0.00004510181,0.00006917303,0.0002723759,0.0008136332,0.0007709336,0.1861756,0.3247305,0.4860401],"study_design_scores_gemma":[0.000008237993,0.00002085227,0.0003228168,0.0004053309,0.00001247159,0.0001312864,0.00007407373,0.0006798633,0.0001974072,0.08978476,0.9083551,0.000007934157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001378609,0.3107453,0.03275774,0.008623363,0.00969621,0.00007096016,0.000310608,0.0006011918,0.635816],"genre_scores_gemma":[0.03609595,0.2652356,0.03803594,0.004758216,0.006403732,0.0001804684,0.001046697,0.0004263442,0.6478171],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03477811,"threshold_uncertainty_score":0.1163444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411948828","doi":"10.1109/iwcmc65282.2025.11059692","title":"Securing O-RAN Equipment Using Blockchain-Based Supply Chain Verification","year":2025,"lang":"en","type":"article","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Université du Québec en Outaouais","funders":"","keywords":"Blockchain; Supply chain; Ran; Computer science; Computer security; Business; Computer network","authors":[{"name":"Ali Mehrban","is_ca":true},{"name":"Zakaria Abou El Houda","is_ca":true},{"name":"Hajar Moudoud","is_ca":true},{"name":"Bouziane Brik","is_ca":false},{"name":"Lyes Khoukhi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01364035140301646,"gpt":0.2562880271410789,"spread":0.2426476757380625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00483021,0.0006235469,0.0009371258,0.001097339,0.001339686,0.002140012,0.001865613,0.001470332,0.003788707],"category_scores_gemma":[0.01307565,0.0005051125,0.0007267393,0.0008789515,0.001818665,0.004463913,0.0034298,0.001401307,0.0009825522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793306,"about_ca_system_score_gemma":0.006422812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418392,"about_ca_topic_score_gemma":0.006572189,"domain_scores_codex":[0.9951146,0.001615397,0.0003096588,0.0007168534,0.001725727,0.0005177197],"domain_scores_gemma":[0.9889502,0.00416457,0.00148997,0.002936312,0.002072695,0.0003862812],"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":[0.000611441,0.0002272483,0.005723539,0.0003849062,0.0001241256,0.001049034,0.0007265555,0.6412145,0.02956529,0.141701,0.002337236,0.1763351],"study_design_scores_gemma":[0.00007399968,0.0001065237,0.0002624725,0.00004056036,0.00002275766,0.0001066085,0.00004932517,0.9530355,0.00928554,0.03309994,0.003883799,0.00003303372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03497183,0.0001677594,0.9584987,0.0003291745,0.00005538631,0.0003856378,0.0001462473,0.001340474,0.004104719],"genre_scores_gemma":[0.8957014,0.0002336397,0.1002509,0.00009165907,0.00002712017,0.0002628069,0.0002869208,0.00006766371,0.003077852],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006418392,"threshold_uncertainty_score":0.02554488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391265668","doi":"10.54097/tmp25375","title":"Application of Artificial Intelligence Technologies in Concrete and Nanomaterials","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Internet of Things and AI","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Nanomaterials; Materials science; Computer science; Engineering; Nanotechnology","authors":[{"name":"Xiao-Shuang Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008708820268725371,"gpt":0.2319469622928104,"spread":0.2232381420240851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007388213,0.000521344,0.0004681268,0.001342552,0.0006279722,0.002142746,0.0006756825,0.001639872,0.002229251],"category_scores_gemma":[0.001057593,0.000274298,0.0006373962,0.0009835534,0.00220087,0.00261347,0.001445995,0.002261081,0.0009388693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009514336,"about_ca_system_score_gemma":0.000670126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000462288,"about_ca_topic_score_gemma":0.0003576456,"domain_scores_codex":[0.9992455,0.0001828545,0.00004422308,0.0001246274,0.0003515546,0.00005126651],"domain_scores_gemma":[0.9994447,0.0003067738,0.00003892047,0.00007422631,0.0001081236,0.0000271439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002817683,0.00009519143,0.001083504,0.001396793,0.00006413362,0.0006357487,0.0005507162,0.008356715,0.01329084,0.7330188,0.01020333,0.2312761],"study_design_scores_gemma":[0.000008649419,0.0001083136,0.001313012,0.0007170251,0.00002961721,0.0009389241,0.0003636841,0.0223863,0.01439089,0.6259367,0.3337324,0.0000746095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02303368,0.3355787,0.3247724,0.02416401,0.003143493,0.000196461,0.0002039303,0.0007606282,0.2881467],"genre_scores_gemma":[0.3962798,0.2709921,0.2809424,0.005159057,0.003538319,0.0003181478,0.000276984,0.0001710054,0.04232222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002229251,"threshold_uncertainty_score":0.007457554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231577112","doi":"10.1109/tetci.2019.2938433","title":"IEEE Transactions on Emerging Topics in Computational Intelligence","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Emerging Topics in Computational Intelligence","topic":"Internet of Things and AI","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Xiamen University; Brock University; Victoria University; Victoria University of Wellington; Intel Corporation","keywords":"Computer science; Data science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03115165272467555,"gpt":0.3044738550862258,"spread":0.2733222023615502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001711657,0.0006405159,0.001142398,0.001208587,0.0004714675,0.004251467,0.0008557731,0.00155299,0.04772282],"category_scores_gemma":[0.005173257,0.0002204316,0.0004559896,0.001666404,0.0009742949,0.00219322,0.00103572,0.001977921,0.01608208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005004961,"about_ca_system_score_gemma":0.001242745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570963,"about_ca_topic_score_gemma":0.002271088,"domain_scores_codex":[0.9987533,0.0002490598,0.0001253893,0.0001345901,0.0006609995,0.00007665817],"domain_scores_gemma":[0.9971324,0.00080517,0.0001190275,0.0004681251,0.001272396,0.000202929],"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":[0.0001798605,0.000181249,0.001827401,0.0007494059,0.00013663,0.0001683203,0.0001347999,0.002844633,0.003577285,0.07806927,0.2760247,0.6361064],"study_design_scores_gemma":[0.00004543165,0.000116296,0.002565051,0.0003356855,0.0001112753,0.0004435932,0.0002455609,0.02138187,0.001617932,0.07207344,0.9010298,0.00003409983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01350168,0.1284032,0.3190843,0.03869011,0.09527436,0.0004030159,0.00169694,0.002048252,0.4008983],"genre_scores_gemma":[0.2183963,0.1308223,0.1718456,0.008768797,0.02248773,0.0005678413,0.005802958,0.000713596,0.440595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9522772,"threshold_uncertainty_score":0.1596487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213344300","doi":"10.1109/tfuzz.2021.3107064","title":"IEEE Computational Intelligence Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Fuzzy Systems","topic":"Internet of Things and AI","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Southern University of Science and Technology; Universidad de Granada; Inyuvesi Yakwazulu-Natali; Swinburne University of Technology; University of Warwick; Universidad del Atlántico; Università degli Studi di Milano-Bicocca; Università degli Studi di Milano; St. Francis Xavier University; University of Essex; Florida Atlantic University","keywords":"Computer science; Computational intelligence; Computational complexity theory; Artificial intelligence; Algorithm","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227007443413198,"gpt":0.2511062103532785,"spread":0.2284054660119587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001113939,0.000984761,0.0008509406,0.001401666,0.0005086622,0.00341813,0.001131506,0.001125137,0.09164053],"category_scores_gemma":[0.003380565,0.0005199681,0.0004731599,0.001942663,0.0007482764,0.002547181,0.001768987,0.002318456,0.07791453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513575,"about_ca_system_score_gemma":0.001206441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879422,"about_ca_topic_score_gemma":0.001930497,"domain_scores_codex":[0.9992518,0.0001042562,0.0000534611,0.0001675602,0.0003829222,0.00003994726],"domain_scores_gemma":[0.9978058,0.0004018668,0.00005669449,0.0006546188,0.0009550761,0.0001260328],"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":[0.00004320645,0.0000539836,0.0004280581,0.0002266254,0.00003397522,0.00006614158,0.00008131505,0.001775994,0.001725009,0.03913904,0.3193267,0.6370999],"study_design_scores_gemma":[0.00001459265,0.00002709848,0.0005590845,0.0001870348,0.00002394689,0.000210091,0.00006896825,0.008132109,0.001072924,0.03751602,0.9521715,0.00001651111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004187705,0.02665413,0.2965871,0.01366728,0.01114962,0.0003043497,0.002587452,0.005439905,0.6394224],"genre_scores_gemma":[0.04898199,0.02413332,0.1109671,0.002810349,0.001698138,0.0004102605,0.007330902,0.0009277903,0.8027402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9083595,"threshold_uncertainty_score":0.3065681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404014197","doi":"10.2118/222101-ms","title":"Artificial Intelligence Associated Drones Solutions for Waste Disposal Management in the Process Industries","year":2024,"lang":"en","type":"article","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Drone; Process (computing); Computer science; Waste management; Manufacturing engineering; Engineering","authors":[{"name":"V. Ramakrishnan","is_ca":true},{"name":"Maha Almuaikel","is_ca":true},{"name":"Khalid Mashay Al‐Anazi","is_ca":true},{"name":"A. Al-Shaikh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04893447293143965,"gpt":0.304771211071064,"spread":0.2558367381396243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039625,0.0005229631,0.000212917,0.0007260903,0.0004305,0.001272871,0.0008383216,0.0007561723,0.005656668],"category_scores_gemma":[0.0005440167,0.0001555838,0.0003162873,0.0007509467,0.0002297252,0.001411608,0.001123055,0.0006422086,0.001839377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004514948,"about_ca_system_score_gemma":0.000495719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002082622,"about_ca_topic_score_gemma":0.002835753,"domain_scores_codex":[0.999696,0.00006861713,0.00001870746,0.00005134277,0.0001331909,0.00003208108],"domain_scores_gemma":[0.999696,0.00005119004,0.00003569383,0.000065361,0.0001198842,0.00003186578],"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":[0.0003286433,0.0004838241,0.003945279,0.0005602211,0.00008908503,0.0004630571,0.0005098979,0.0638731,0.04886425,0.04001675,0.02503918,0.8158268],"study_design_scores_gemma":[0.0001255436,0.0004864915,0.003676482,0.0002531336,0.00008053461,0.0005238986,0.001064104,0.5581983,0.0637781,0.0284898,0.3432544,0.00006920611],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1109008,0.003840068,0.7739893,0.003200272,0.0004754144,0.000481449,0.0006219898,0.007522839,0.09896776],"genre_scores_gemma":[0.6184508,0.0039194,0.3345496,0.0007223649,0.0001276431,0.0002587768,0.001364193,0.0002502629,0.04035702],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005656668,"threshold_uncertainty_score":0.0189234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767553166","doi":"10.1007/s11036-017-0953-3","title":"Editorial: Machine Learning and Intelligent Wireless Communications (MLICOM 2017)","year":2017,"lang":"en","type":"editorial","venue":"Mobile Networks and Applications","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Science Foundation of Shandong Province; National Natural Science Foundation of China","keywords":"Computer science; Wireless; Telecommunications; Computer network; Human–computer interaction; Artificial intelligence","authors":[{"name":"Xuemai Gu","is_ca":false},{"name":"Chunsheng Zhu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00950606976125103,"gpt":0.2798349674017497,"spread":0.2703288976404987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008188421,0.004536586,0.00619819,0.007695472,0.004340325,0.01490175,0.004367507,0.0207658,0.02283419],"category_scores_gemma":[0.03424394,0.001523635,0.003242747,0.003216723,0.003883779,0.006297513,0.003443958,0.02174288,0.02184662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004011671,"about_ca_system_score_gemma":0.004778652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656299,"about_ca_topic_score_gemma":0.005969311,"domain_scores_codex":[0.9918752,0.001285207,0.0008676877,0.000949653,0.004404392,0.0006179375],"domain_scores_gemma":[0.9698599,0.01030404,0.002661682,0.0008278172,0.01157428,0.004772335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002080728,0.000009209264,0.0000163274,0.0001422999,0.00001562188,0.00005615197,0.000005781589,0.0000224405,0.00002934188,0.0002583633,0.9953504,0.004073285],"study_design_scores_gemma":[0.00007759649,0.00002726682,0.0002030353,0.0005526167,0.0000574714,0.0002325969,0.00002908537,0.0001743124,0.00008424304,0.002121622,0.9964159,0.00002433],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001675785,0.006244571,0.0001325355,0.02302077,0.9694342,0.00001263577,0.00004313183,0.00004358465,0.001051878],"genre_scores_gemma":[0.0002278922,0.003361358,0.00006981996,0.0109579,0.9796927,0.00001656337,0.00003044001,0.00003114245,0.005612276],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02283419,"threshold_uncertainty_score":0.07638794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232331768","doi":"10.1109/tcyb.2014.2314869","title":"IEEE Transactions on Cybernetics publication information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Data science; Information retrieval; Psychology; Artificial intelligence","authors":[{"name":"Ljiljana Trajković","is_ca":true},{"name":"Philip Past","is_ca":true},{"name":"Sr Chen","is_ca":true},{"name":"Michael Past","is_ca":true},{"name":"Sam Kwong","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Vladimir Marik Treasurer","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Chris Nemeth","is_ca":true},{"name":"Irv Engelson","is_ca":true},{"name":"Dimitar Filev","is_ca":true},{"name":"James C. Bezdek","is_ca":true},{"name":"Vladic Kreinovich","is_ca":true},{"name":"Chih-Min Lin","is_ca":true},{"name":"Xizhao Wang","is_ca":true},{"name":"Julie Adams","is_ca":true},{"name":"Maria Grazia Pia","is_ca":true},{"name":"Fanti Chun","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"Patrick Chan","is_ca":true},{"name":"Honghai Liu","is_ca":true},{"name":"Fabio Roli","is_ca":true},{"name":"Plamen Angelov","is_ca":true},{"name":"Jayanta Kumar Basak","is_ca":true},{"name":"Aman Behal","is_ca":true},{"name":"P. Bhattacharya","is_ca":true},{"name":"Maria Sameiro Carvalho","is_ca":true},{"name":"Müjdat Çetin","is_ca":true},{"name":"Nitesh V. Chawla","is_ca":true},{"name":"P Chen","is_ca":true},{"name":"P De Wilde","is_ca":true},{"name":"Georgi M. Dimirovski","is_ca":true},{"name":"Marco Dorigo","is_ca":true},{"name":"Sílvia Ferrari","is_ca":true},{"name":"J Gan","is_ca":true},{"name":"He Gao","is_ca":true},{"name":"Dmitry B. Goldgof","is_ca":true},{"name":"Xiao He","is_ca":true},{"name":"Fabian Hoffmann","is_ca":true},{"name":"Sha Hu","is_ca":true},{"name":"Wenting Hu","is_ca":true},{"name":"Guangzheng Huang","is_ca":true},{"name":"Jimmy Xiangji Huang","is_ca":true},{"name":"Terrance L. Huntsberger","is_ca":true},{"name":"Kai Hwang","is_ca":true},{"name":"Hisao Ishibuchi","is_ca":true},{"name":"Xiangqian Jiang","is_ca":true},{"name":"Yue Jin","is_ca":true},{"name":"H Kargupta","is_ca":true},{"name":"Fakhri Karray","is_ca":true},{"name":"Mark Last","is_ca":true},{"name":"T Lee","is_ca":true},{"name":"Hui Li","is_ca":true},{"name":"T.-H Li","is_ca":true},{"name":"Xinjun Li","is_ca":true},{"name":"Ching‐An Lin","is_ca":true},{"name":"C.-T Lin","is_ca":true},{"name":"Jia Liu","is_ca":true},{"name":"Haiyang Lu","is_ca":true},{"name":"R. Jason Lynch","is_ca":true},{"name":"José del R. Millán","is_ca":true},{"name":"Sanaz Mostaghim","is_ca":true},{"name":"Vittorio Murino","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Yew-Soon Ong","is_ca":true},{"name":"Nirvik Pal","is_ca":true},{"name":"Maja Pantić","is_ca":true},{"name":"Jun Qiang","is_ca":true},{"name":"Hai–Ling Qiao","is_ca":true},{"name":"Aruni RoyChowdhury","is_ca":true},{"name":"P Sastry","is_ca":true},{"name":"Bernd Schuller","is_ca":true},{"name":"Howard F. Schwartz","is_ca":true},{"name":"R.R. Selmic","is_ca":true},{"name":"Jeff S. Shamma","is_ca":true},{"name":"Lei Shao","is_ca":true},{"name":"Q Shen","is_ca":true},{"name":"Peng Shi","is_ca":true},{"name":"S Shimony","is_ca":true},{"name":"Masahiro Shin","is_ca":true},{"name":"Bernhard Sick","is_ca":true},{"name":"Kang Sim","is_ca":true},{"name":"Sneha Singh","is_ca":true},{"name":"Antonio Skármeta","is_ca":true},{"name":"Jun‐Ming Su","is_ca":true},{"name":"Shun‐Feng Su","is_ca":true},{"name":"Hideo Takagi","is_ca":true},{"name":"Kay Chen Tan","is_ca":true},{"name":"Y. H. Tan","is_ca":true},{"name":"Chunhui Tao","is_ca":true},{"name":"Dayun Tao","is_ca":true},{"name":"Jan‐Shiang Taur","is_ca":true},{"name":"Abdelhamid Tayebi","is_ca":true},{"name":"Edward Tsang","is_ca":true},{"name":"Edward Tunstel","is_ca":true},{"name":"Thanos Vasilakos","is_ca":true},{"name":"Chao Wang","is_ca":true},{"name":"Maggie Haitian Wang","is_ca":true},{"name":"L Wang","is_ca":true},{"name":"Wenfeng Wang","is_ca":true},{"name":"Yu‐Tao Xiang","is_ca":true},{"name":"Song Yang","is_ca":true},{"name":"Xiangyu You","is_ca":true},{"name":"Stefanos Zafeiriou","is_ca":true},{"name":"Xuan Zeng","is_ca":true},{"name":"Bo Zhang","is_ca":true},{"name":"Hao Zhang","is_ca":true},{"name":"Junxian Zhang","is_ca":true},{"name":"Liqin Zhang","is_ca":true},{"name":"Qiang Zhang","is_ca":true},{"name":"Qianchuan Zhao","is_ca":true},{"name":"Ieee Officers","is_ca":true},{"name":"Roberto De Marca","is_ca":true},{"name":"Howard Michel","is_ca":true},{"name":"Marko Delimar","is_ca":true},{"name":"John Barr","is_ca":true},{"name":"Peter Staecker","is_ca":true},{"name":"Ralph Ford","is_ca":true},{"name":"Karen Bartleson","is_ca":true},{"name":"Jacek M. Żurada","is_ca":true},{"name":"Gary Blank","is_ca":true},{"name":"Stephen Yurkovich","is_ca":true},{"name":"Dr Prendergast","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Matthew Loeb","is_ca":true},{"name":"Douglas Gorham","is_ca":true},{"name":"Eileen Lach","is_ca":true},{"name":"Shannon Johnston","is_ca":true},{"name":"Ieee-Usa Chris Brantley","is_ca":true},{"name":"Alexander Pasik","is_ca":true},{"name":"Information Technology","is_ca":true},{"name":"Patrick Mahoney","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Anthony Durniak","is_ca":true},{"name":"Konstantinos Karachalios","is_ca":true},{"name":"Standards Activities","is_ca":true},{"name":"Mary H. Ward","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01100760061694055,"gpt":0.2223365483849487,"spread":0.2113289477680082,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001001616,0.001135099,0.001404559,0.002990088,0.0007151121,0.002847612,0.0009785248,0.001683218,0.5227222],"category_scores_gemma":[0.003338179,0.0004800464,0.0005270505,0.002875997,0.0003611133,0.003110355,0.001238715,0.001573274,0.3216141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005736705,"about_ca_system_score_gemma":0.001385259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001405646,"about_ca_topic_score_gemma":0.002207921,"domain_scores_codex":[0.9993073,0.00005738822,0.000052134,0.00008282856,0.0004331426,0.00006721903],"domain_scores_gemma":[0.9974344,0.000411716,0.00007864511,0.0004798467,0.001359822,0.0002356514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001007247,0.0001022717,0.0003410714,0.0003155222,0.00001317741,0.00006727388,0.00001919898,0.0008511852,0.001445339,0.007114164,0.7651435,0.2244866],"study_design_scores_gemma":[0.00003126649,0.00005273561,0.0008204482,0.0002174584,0.0000330502,0.0001745472,0.0000336153,0.004678455,0.001512662,0.009514733,0.9829065,0.00002444301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004952854,0.01429255,0.06997892,0.01717312,0.07656779,0.0004670168,0.02496038,0.006704745,0.7849026],"genre_scores_gemma":[0.02382851,0.01701855,0.01399531,0.00192597,0.006904546,0.0001875531,0.02862639,0.001742559,0.9057706],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4772778,"threshold_uncertainty_score":0.6807787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4393169450","doi":"10.1007/978-3-031-56703-2","title":"Advanced Computing","year":2024,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dr B R Ambedkar National Institute of Technology Jalandhar; North South University; Thapar Institute of Engineering and Technology; Motilal Nehru National Institute of Technology Allahabad; Jaypee Institute of Information Technology; Indian Statistical Institute; Deenbandhu Chhotu Ram University of Science and Technology; SSN College of Engineering; Kurukshetra University; Indian Institute of Technology Kharagpur; Indian Institute of Technology Delhi; Jawaharlal Nehru Technological University Hyderabad; Guru Jambheshwar University of Science and Technology; VIT University; RMIT University; Osmania University; National Institute of Technology Karnataka, Surathkal; Liverpool John Moores University; Politechnika Wrocławska; ITM University-Gwalior; Indian Institute of Technology Madras; Ministry of Earth Sciences; Defence Research and Development Organisation; International Institute of Information Technology, Hyderabad; Jadavpur University; Universiti Malaya; Trinity College Dublin; Cardiff University; Netaji Subhas University of Technology; Amity University; Indian Institute of Technology Jodhpur; University of the Punjab; Queen's University; San José State University; De Montfort University; Indian Institute of Technology Roorkee; Queen's University Belfast; University of Rwanda; Vidyasirimedhi Institute of Science and Technology","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02032114789039046,"gpt":0.2987235136573942,"spread":0.2784023657670037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004767074,0.001017762,0.0007612384,0.001643932,0.001014458,0.00449088,0.001110258,0.0009199414,0.3165565],"category_scores_gemma":[0.001525648,0.000448315,0.0003923624,0.002877916,0.0007036978,0.003890942,0.002216778,0.002068821,0.3231892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008252496,"about_ca_system_score_gemma":0.001193339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000928694,"about_ca_topic_score_gemma":0.002072539,"domain_scores_codex":[0.9994214,0.00004977503,0.00002110212,0.00009902222,0.0003552005,0.00005364413],"domain_scores_gemma":[0.999279,0.0000964738,0.00002329948,0.0002238708,0.0002450823,0.0001323814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001971883,0.00002598499,0.00009676486,0.0001926579,0.00000690156,0.0000331147,0.00008307325,0.0002360219,0.001359016,0.05486311,0.653482,0.2896017],"study_design_scores_gemma":[0.000002235692,0.000007557515,0.0001078379,0.00005631031,0.000002066188,0.00005310507,0.0000192778,0.0002031662,0.0001898795,0.008480827,0.9908741,0.000003687562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000464093,0.006267264,0.01228827,0.001838866,0.003106849,0.0000978389,0.0006744307,0.001527418,0.973735],"genre_scores_gemma":[0.002725041,0.004377185,0.00456437,0.0006808267,0.0005661708,0.00005916984,0.0008213274,0.0003140514,0.985892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3165565,"threshold_uncertainty_score":0.9748492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411855376","doi":"10.20944/preprints202507.0076.v1","title":"Complete Factorial Design for Optimization of Operating Conditions for a Nanofiltration 90 Polymeric Membrane Treating High Concentration Sulfated Waters and Modeling Using Machine Learning","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Nanofiltration; Factorial experiment; Fractional factorial design; Factorial; Sulfation; Membrane; Chromatography; Box–Behnken design; Computer science; Chemical engineering; Process engineering; Chemistry; Response surface methodology; Mathematics; Engineering; Machine learning; Biochemistry","authors":[{"name":"Jamal Al Mehrate","is_ca":true},{"name":"Amr Henni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1388437611922711,"gpt":0.3360119152324113,"spread":0.1971681540401402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002873196,0.001255628,0.001832842,0.0005293622,0.0006229345,0.001043793,0.001000216,0.0008259881,0.004696707],"category_scores_gemma":[0.001072361,0.00039481,0.002178139,0.0007005843,0.0003976086,0.0003153172,0.0004705583,0.001255195,0.0004634289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192004,"about_ca_system_score_gemma":0.002168105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936602,"about_ca_topic_score_gemma":0.00797529,"domain_scores_codex":[0.9988093,0.0002872331,0.0001391993,0.0002244104,0.0003500308,0.0001898156],"domain_scores_gemma":[0.9994441,0.0001973917,0.0001082354,0.00004235239,0.0001684349,0.0000394751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006580039,0.006721478,0.004384833,0.003433226,0.0004665841,0.0003576386,0.0004487227,0.2487146,0.6309273,0.003264373,0.001176222,0.0935249],"study_design_scores_gemma":[0.001214222,0.0471537,0.02472916,0.0001701952,0.0008248556,0.00009665309,0.0002967714,0.4601918,0.442939,0.001482034,0.02062101,0.0002805788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127038,0.0008330088,0.1702567,0.0001089714,0.0001884111,0.00622415,0.00255049,0.000694678,0.006439734],"genre_scores_gemma":[0.7568223,0.0007666901,0.217677,0.0001499108,0.00001824145,0.01594899,0.001365836,0.00008538103,0.00716567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005936602,"threshold_uncertainty_score":0.01571202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084238106","doi":"10.1201/9781003038412","title":"Internet of Everything and Big Data","year":2021,"lang":"en","type":"book","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Big data; The Internet; Computer science; Internet privacy; Data science; World Wide Web; Data mining","authors":[{"name":"Salah-ddine Krit","is_ca":false},{"name":"Mohamed Elhoseny","is_ca":false},{"name":"Valentina Emilia Bălaş","is_ca":false},{"name":"Rachid Benlamri","is_ca":false},{"name":"Marius M. Bǎlaş","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0715219406773651,"gpt":0.247521312087466,"spread":0.1759993714101009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004949088,0.001601406,0.00102058,0.003020241,0.0009188701,0.003863366,0.000933176,0.001387869,0.07993065],"category_scores_gemma":[0.001962219,0.0007178389,0.0005169124,0.005113889,0.0009476984,0.005396891,0.001822687,0.002973426,0.0506694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037512,"about_ca_system_score_gemma":0.001368287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001660835,"about_ca_topic_score_gemma":0.0047052,"domain_scores_codex":[0.9995172,0.00004791081,0.00001478588,0.00005392267,0.0003378576,0.00002827528],"domain_scores_gemma":[0.9990469,0.0004396675,0.00004617045,0.0001165329,0.0002224058,0.0001283398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008438012,0.00001829873,0.00004061068,0.0001666251,0.000007143567,0.00003661361,0.00003965859,0.0003077093,0.000193064,0.04767868,0.8550805,0.09642259],"study_design_scores_gemma":[0.000002546127,0.000006388771,0.0001268781,0.000136671,0.000003673307,0.0001072548,0.00001767204,0.0003461729,0.00006049456,0.03100339,0.9681814,0.000007523549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003337435,0.05491733,0.0179096,0.005471207,0.01097031,0.0001136968,0.0009317978,0.001168875,0.9081835],"genre_scores_gemma":[0.002388042,0.02918574,0.0087023,0.002604939,0.002999157,0.00009308031,0.0007828415,0.0006178278,0.952626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07993065,"threshold_uncertainty_score":0.2673947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381856094","doi":"10.1007/978-981-99-1312-1","title":"Advanced IoT Sensors, Networks and Systems","year":2023,"lang":"en","type":"book","venue":"Lecture notes in electrical engineering","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Mathematical Sciences; Ames Research Center; College of Science and Engineering, University of Minnesota; Universidad de Las Palmas de Gran Canaria; Queen's University; Aalborg Universitet; University of Twente; University of Salford Manchester; Auckland University of Technology, New Zealand; Manchester Metropolitan University; UK Research and Innovation; Chuo University; Central Michigan University; Massachusetts Institute of Technology; East China Institute of Technology; Queen's University Belfast; National Research University Higher School of Economics; National Aeronautics and Space Administration","keywords":"Internet of Things; Computer science; Cloud computing; Volume (thermodynamics); Wireless sensor network; Wireless; Computer network; Embedded system; Telecommunications; Operating system; Physics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.004562747696736495,"gpt":0.1937875760494016,"spread":0.189224828352665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003976698,0.0009727969,0.0008732965,0.001437529,0.0005324059,0.003193318,0.0008007177,0.0008359314,0.05843359],"category_scores_gemma":[0.0007608279,0.0005273716,0.0003978304,0.002161432,0.0004808724,0.002405015,0.001445416,0.001717711,0.04340556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004775968,"about_ca_system_score_gemma":0.0008295607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005458174,"about_ca_topic_score_gemma":0.001399406,"domain_scores_codex":[0.9993857,0.00003580075,0.0000219633,0.00005888951,0.0004631612,0.00003440371],"domain_scores_gemma":[0.9994916,0.000107053,0.00002225582,0.0000754565,0.0002442973,0.00005938055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006307843,0.00004892243,0.0002252472,0.0006158722,0.00003290083,0.00009725046,0.00007505085,0.00108206,0.007476582,0.02983697,0.5957936,0.3646524],"study_design_scores_gemma":[0.000003033586,0.00002739322,0.000220039,0.0001053153,0.000007710322,0.000151424,0.00002653186,0.0009893252,0.0007582717,0.007601304,0.9901012,0.000008429409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002761421,0.1510167,0.08730926,0.004618736,0.0290765,0.0003066721,0.001599893,0.004027001,0.7192838],"genre_scores_gemma":[0.01452249,0.08903233,0.02361124,0.001483275,0.004932106,0.000156937,0.002066485,0.0006093965,0.8635857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05843359,"threshold_uncertainty_score":0.1954799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2968560482","doi":"10.5958/0974-1283.2019.00186.5","title":"Deaths Due to Electrocution-A Retrospective Study","year":2019,"lang":"en","type":"article","venue":"Medico-Legal Update","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electrocution; Medicine; Retrospective cohort study; Forensic engineering; Medical emergency; Emergency medicine; Engineering; Surgery","authors":[{"name":"Mohd Kaleem Khan","is_ca":false},{"name":"Umar Bin Abdul Aziz","is_ca":false},{"name":"Faiz U. Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00383675871740351,"gpt":0.22888571317094,"spread":0.2250489544535365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005235111,0.000202485,0.0002916116,0.001943921,0.0004756722,0.0004946867,0.0002923883,0.0003066039,0.002337783],"category_scores_gemma":[0.001612449,0.0003895216,0.0005170268,0.001690901,0.0002699935,0.0005299286,0.000510397,0.00040674,0.0006206193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307264,"about_ca_system_score_gemma":0.0003134263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455794,"about_ca_topic_score_gemma":0.002634871,"domain_scores_codex":[0.9993187,0.0001191823,0.0001686656,0.0001736344,0.0001287986,0.00009102553],"domain_scores_gemma":[0.9983445,0.0003094289,0.0006589199,0.000171992,0.0003318424,0.0001832085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001604091,0.00003231306,0.9962403,0.00005893932,0.00004466531,0.0005555677,0.0001507503,0.00003613876,0.0001257011,0.00003533587,0.0003395452,0.002220408],"study_design_scores_gemma":[0.000009206091,0.0002944465,0.9933928,0.00005216879,0.0000543793,0.003083953,0.0009519713,0.00009152923,0.000148177,0.00003846,0.001870736,0.00001221502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947281,0.001324568,0.0002285097,0.00003880309,0.0000151561,0.00006638359,0.002393493,0.0000100638,0.001194868],"genre_scores_gemma":[0.9940208,0.001607959,0.0001346641,0.00007252974,0.00003236105,0.0000541863,0.003671441,0.000007011401,0.0003990658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002455794,"threshold_uncertainty_score":0.007820666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298306767","doi":"10.1007/978-981-13-1648-7","title":"Computational Intelligence and Intelligent Systems","year":2018,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Artificial neural network; Cloud computing; Artificial intelligence; Computational intelligence; Architecture; Transfer of learning; Evolutionary computation; Machine learning; Data science; Geography; Operating system","authors":[{"name":"Kangshun Li","is_ca":false},{"name":"Wei Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04066919100586538,"gpt":0.3001382617401092,"spread":0.2594690707342439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004854572,0.001565208,0.001311681,0.00162066,0.0006736151,0.004436357,0.001068896,0.001121536,0.01865053],"category_scores_gemma":[0.001535032,0.0004684194,0.0003947923,0.002703407,0.003367234,0.003834853,0.001753546,0.00357507,0.00948984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145091,"about_ca_system_score_gemma":0.001488964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009507526,"about_ca_topic_score_gemma":0.001405156,"domain_scores_codex":[0.9994078,0.000132226,0.00002167877,0.00007775908,0.0003217607,0.00003882253],"domain_scores_gemma":[0.9994612,0.0003045957,0.00002890938,0.00008461099,0.00008012626,0.00004043513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001397476,0.00004539362,0.0001230244,0.0005701655,0.00003371829,0.00003778702,0.0002841295,0.001550849,0.0003147848,0.6183184,0.2338732,0.1448346],"study_design_scores_gemma":[0.000008147913,0.00001377239,0.0001981684,0.0003127099,0.000007783102,0.00006812204,0.00007258389,0.0009389301,0.00008876438,0.4150692,0.5832136,0.000008172022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003125,0.2085927,0.03457269,0.007060834,0.00548253,0.00008105854,0.0002197004,0.0003544008,0.742633],"genre_scores_gemma":[0.05471966,0.2172925,0.03651413,0.006955633,0.009797384,0.0004566258,0.001073821,0.0004817247,0.6727085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01865053,"threshold_uncertainty_score":0.06239223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401827108","doi":"10.18280/ria.380415","title":"Assessing the Effectiveness of An IoT-Based Healthcare Monitoring and Alerting System with Arduino Integration","year":2024,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Arduino; Internet of Things; Health care; Computer science; Embedded system; Political science","authors":[{"name":"Idris Hussain","is_ca":false},{"name":"Devendra Deshalahre","is_ca":false},{"name":"Isha","is_ca":false},{"name":"Prabhat Thakur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03552172289942911,"gpt":0.3142701569739322,"spread":0.2787484340745031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001417629,0.0006267136,0.0003712299,0.0008092931,0.000238453,0.0007570054,0.0006096204,0.0009289489,0.002577717],"category_scores_gemma":[0.006888754,0.0001644749,0.0003139671,0.0003732163,0.0002575589,0.001299059,0.0005504046,0.0002601368,0.0007954736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582552,"about_ca_system_score_gemma":0.0002826839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006556967,"about_ca_topic_score_gemma":0.0003592835,"domain_scores_codex":[0.9985037,0.0003998629,0.0001756365,0.0002159229,0.0005729537,0.0001319979],"domain_scores_gemma":[0.9972631,0.001265081,0.0002188212,0.0002172157,0.0009274858,0.0001082911],"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":[0.01112585,0.002901513,0.0431772,0.003374257,0.0004326217,0.001070234,0.000741317,0.03518493,0.3593971,0.001911077,0.003070948,0.537613],"study_design_scores_gemma":[0.0006511213,0.04532834,0.1655617,0.0004773595,0.001576071,0.003149814,0.001244123,0.2949527,0.4661179,0.001316969,0.01937963,0.0002443015],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307747,0.001714074,0.05710202,0.0003098474,0.0002653136,0.0007194773,0.0003110958,0.001414609,0.007388817],"genre_scores_gemma":[0.975386,0.0004250773,0.0218696,0.0001558042,0.00003754975,0.0002083448,0.0002452396,0.00003731105,0.00163523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002577717,"threshold_uncertainty_score":0.008623362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4398226292","doi":"10.1109/comst.2024.3396689","title":"Editorial: Second Quarter 2024 IEEE Communications Surveys and Tutorials","year":2024,"lang":"en","type":"editorial","venue":"IEEE Communications Surveys & Tutorials","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Telecommunications; Computer science; Geography; Archaeology","authors":[{"name":"Dusit Niyato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03189491467655704,"gpt":0.3163111523585259,"spread":0.2844162376819688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003485446,0.002741333,0.002093828,0.003721242,0.001965106,0.005968666,0.002116365,0.006385676,0.05640038],"category_scores_gemma":[0.01405326,0.0007034027,0.001538066,0.001678656,0.001198005,0.003806624,0.001057038,0.009302613,0.06353572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062619,"about_ca_system_score_gemma":0.002359805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173644,"about_ca_topic_score_gemma":0.003823417,"domain_scores_codex":[0.997013,0.0004173093,0.0002686672,0.0003529999,0.001704906,0.0002431466],"domain_scores_gemma":[0.9874406,0.002301416,0.0006668195,0.0002842021,0.007354386,0.001952522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001085444,0.000004131243,0.000007371308,0.00004959329,0.00000260884,0.00002068975,0.000003035652,0.000009914497,0.00002464027,0.0001434475,0.9961913,0.003532385],"study_design_scores_gemma":[0.00001544815,0.0000153505,0.0000894393,0.00016167,0.000008749422,0.0000942193,0.00001775809,0.0000520308,0.00005266135,0.0004591527,0.9990264,0.000007147979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003866885,0.004228617,0.0002363566,0.0295291,0.960462,0.00002487838,0.0001078805,0.0001019148,0.005270486],"genre_scores_gemma":[0.0005771389,0.005706323,0.000208025,0.02517298,0.9084464,0.00004591951,0.0001491548,0.0001126905,0.05958133],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05640038,"threshold_uncertainty_score":0.1886781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402068761","doi":"10.18280/ijsse.140425","title":"Lightweight Cryptography Based Secured Data Transmission Model for Quality of Service in Internet of Things-A Comparative Analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Computer security; The Internet; Cryptography; Transmission (telecommunications); Computer network; Service (business); World Wide Web; Telecommunications; Business","authors":[{"name":"Srilakshmi Puli","is_ca":false},{"name":"N. Srinivasu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03196663804377172,"gpt":0.3057097213192509,"spread":0.2737430832754792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002651821,0.0005604599,0.0007512548,0.001420889,0.0006649592,0.00264289,0.001265477,0.001068604,0.003770947],"category_scores_gemma":[0.004988775,0.0002242989,0.001090775,0.001230408,0.001063647,0.004630435,0.0009767625,0.001139354,0.0005341028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002902494,"about_ca_system_score_gemma":0.001436045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001543371,"about_ca_topic_score_gemma":0.000819508,"domain_scores_codex":[0.9975586,0.0007392324,0.0001099036,0.000221429,0.001013354,0.0003576017],"domain_scores_gemma":[0.9964991,0.001703429,0.0003380887,0.0004828029,0.0008897771,0.00008685685],"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":[0.0007599309,0.0003179522,0.003304416,0.0004392396,0.000158248,0.0003724633,0.0002535279,0.4170467,0.01207841,0.4499689,0.002725997,0.1125742],"study_design_scores_gemma":[0.00001738835,0.000318023,0.0008765336,0.00004201599,0.00009465506,0.000285015,0.0001410737,0.9526746,0.00244501,0.04083076,0.002242825,0.00003206012],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1608284,0.003898292,0.8107734,0.001267169,0.0002808993,0.0002090963,0.0001143834,0.0004174767,0.02221086],"genre_scores_gemma":[0.9784281,0.001386198,0.01703414,0.00005369903,0.00007160386,0.00003637639,0.00005605504,0.00003195498,0.002901848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003770947,"threshold_uncertainty_score":0.02105916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405909055","doi":"10.1109/wf-iot62078.2024.10811259","title":"Developing “Capture the Flag” for 5G IoT Cyber Security Training","year":2024,"lang":"en","type":"article","venue":"","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Telus (Canada); Algonquin College","funders":"Science and Engineering Research Council; Mitacs","keywords":"Flag (linear algebra); Internet of Things; Computer science; Computer security","authors":[{"name":"Jordan Melzer","is_ca":false},{"name":"Amina Shafo","is_ca":true},{"name":"Zhichuan Zhao","is_ca":true},{"name":"Peiqi Paige Wang","is_ca":true},{"name":"Wynn Fenwick","is_ca":false},{"name":"Wahab Almuhtadi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03495438076999124,"gpt":0.2824691675408285,"spread":0.2475147867708372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00300378,0.0006488721,0.0002357035,0.0005545729,0.001030505,0.002546881,0.001505873,0.001508696,0.005607028],"category_scores_gemma":[0.004952329,0.0004231389,0.0004661928,0.0001536336,0.001230879,0.003384799,0.004514618,0.002074508,0.001799757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080414,"about_ca_system_score_gemma":0.002371497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001942697,"about_ca_topic_score_gemma":0.003321394,"domain_scores_codex":[0.9979158,0.0008113697,0.00008116448,0.000191006,0.0005658275,0.0004348673],"domain_scores_gemma":[0.9981317,0.0003894111,0.0001508829,0.0002272253,0.0003503395,0.0007505516],"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":[0.00117838,0.004467917,0.02380604,0.0007001906,0.0001579841,0.001382504,0.007162283,0.04468348,0.096679,0.2904238,0.04782578,0.4815327],"study_design_scores_gemma":[0.0004148772,0.004364258,0.01199374,0.0007970426,0.0001056122,0.001234172,0.003995656,0.4845319,0.05579656,0.08315221,0.3532999,0.0003141433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.15727,0.0002237735,0.74218,0.003732762,0.000532236,0.0031784,0.0001291347,0.006111795,0.08664185],"genre_scores_gemma":[0.5074102,0.0001755655,0.468731,0.001474618,0.00006071884,0.001041982,0.0002765232,0.0004990889,0.02033039],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005607028,"threshold_uncertainty_score":0.0187574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249826492","doi":"10.1109/tfuzz.2020.2973556","title":"IEEE Computational Intelligence Society","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Fuzzy Systems","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Guangzhou University; Xiamen University; Brock University; Universidad Politécnica de Madrid; Victoria University; Victoria University of Wellington","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03250733118452349,"gpt":0.2465432660576268,"spread":0.2140359348731034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001114937,0.0009825559,0.0008493367,0.001390337,0.0005074646,0.003418531,0.001124836,0.001126404,0.09076041],"category_scores_gemma":[0.003381356,0.0005180464,0.0004714556,0.001914741,0.0007513353,0.002528729,0.001760135,0.00231953,0.07687147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112214,"about_ca_system_score_gemma":0.001212885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883369,"about_ca_topic_score_gemma":0.00193362,"domain_scores_codex":[0.9992486,0.0001050761,0.00005332314,0.0001681697,0.0003849502,0.00003979188],"domain_scores_gemma":[0.9978249,0.0004010066,0.00005612561,0.0006484,0.0009449427,0.0001246017],"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":[0.00004372442,0.0000547499,0.0004305961,0.0002260571,0.00003427887,0.00006596904,0.00008192498,0.001775238,0.001728841,0.03899062,0.3219605,0.6346076],"study_design_scores_gemma":[0.00001464038,0.000027403,0.0005595681,0.0001863962,0.00002392107,0.0002085254,0.00006917475,0.008147555,0.001063289,0.0377813,0.9519017,0.00001653396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004207324,0.02682685,0.2948236,0.01376523,0.01133848,0.0003068485,0.002580186,0.005445962,0.6407055],"genre_scores_gemma":[0.04959447,0.02424677,0.1112522,0.002837581,0.00172778,0.000412229,0.00730363,0.0009154106,0.8017099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09076041,"threshold_uncertainty_score":0.3036238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2569469925","doi":"","title":"Solving Problems","year":2016,"lang":"en","type":"article","venue":"IEEE Engineering Management Review","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ask price; Computer science; Management science; Engineering management; Operations research; Engineering; Business; Geography","authors":[{"name":"Gerard H. Gaynor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008539357662673972,"gpt":0.20153691394325,"spread":0.192997556280576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008422298,0.001861754,0.0007569178,0.00184022,0.004543724,0.007665421,0.003034426,0.005834814,0.05446455],"category_scores_gemma":[0.03588401,0.0004062891,0.001617128,0.001543552,0.01333836,0.01279769,0.006671629,0.005935823,0.0232431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003164619,"about_ca_system_score_gemma":0.005271356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043117,"about_ca_topic_score_gemma":0.002848559,"domain_scores_codex":[0.9875777,0.005799952,0.0008099923,0.00138593,0.003439663,0.0009867782],"domain_scores_gemma":[0.9882236,0.004866366,0.001205605,0.001593077,0.00334073,0.0007705747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003844392,0.00006509328,0.0005499078,0.0008422359,0.00005645051,0.0002876751,0.00606015,0.0006672351,0.0004386903,0.5036173,0.3907609,0.09661596],"study_design_scores_gemma":[0.00001260388,0.00003039445,0.0001881072,0.0007558975,0.0000133802,0.0003400224,0.003903888,0.0003876573,0.0003392849,0.1931587,0.8008482,0.0000217989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00564706,0.01858435,0.09532091,0.3177341,0.01452335,0.0006263725,0.0006646857,0.001237262,0.545662],"genre_scores_gemma":[0.1802352,0.03651345,0.1540804,0.1496207,0.00829495,0.001498492,0.002497503,0.001177759,0.4660816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05446455,"threshold_uncertainty_score":0.182202,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253519365","doi":"10.1109/tfuzz.2020.2964378","title":"IEEE Computational Intelligence Society","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Fuzzy Systems","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Guangzhou University; Xiamen University; Brock University; Universidad Politécnica de Madrid; Victoria University; Victoria University of Wellington","keywords":"Computer science; Computational intelligence; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03250733118452349,"gpt":0.2465432660576268,"spread":0.2140359348731034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001114937,0.0009825559,0.0008493367,0.001390337,0.0005074646,0.003418531,0.001124836,0.001126404,0.09076041],"category_scores_gemma":[0.003381356,0.0005180464,0.0004714556,0.001914741,0.0007513353,0.002528729,0.001760135,0.00231953,0.07687147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005112214,"about_ca_system_score_gemma":0.001212885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001883369,"about_ca_topic_score_gemma":0.00193362,"domain_scores_codex":[0.9992486,0.0001050761,0.00005332314,0.0001681697,0.0003849502,0.00003979188],"domain_scores_gemma":[0.9978249,0.0004010066,0.00005612561,0.0006484,0.0009449427,0.0001246017],"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":[0.00004372442,0.0000547499,0.0004305961,0.0002260571,0.00003427887,0.00006596904,0.00008192498,0.001775238,0.001728841,0.03899062,0.3219605,0.6346076],"study_design_scores_gemma":[0.00001464038,0.000027403,0.0005595681,0.0001863962,0.00002392107,0.0002085254,0.00006917475,0.008147555,0.001063289,0.0377813,0.9519017,0.00001653396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004207324,0.02682685,0.2948236,0.01376523,0.01133848,0.0003068485,0.002580186,0.005445962,0.6407055],"genre_scores_gemma":[0.04959447,0.02424677,0.1112522,0.002837581,0.00172778,0.000412229,0.00730363,0.0009154106,0.8017099],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9092396,"threshold_uncertainty_score":0.3036238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254222948","doi":"10.1109/tcyb.2019.2918606","title":"IEEE Transactions on Cybernetics","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Artificial intelligence; Psychology","authors":[{"name":"Sr Past","is_ca":true},{"name":"Mengchu Zhou Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Adrian Stoica Vp","is_ca":true},{"name":"Vladimı́r Mařı́k","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"É Jos","is_ca":true},{"name":"Kathleen Kramer","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"James Jefferies","is_ca":true},{"name":"Witold Kinsner","is_ca":true},{"name":"Francis Grosz","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Robert Fish","is_ca":true},{"name":"Association Liu","is_ca":true},{"name":"Thomas Coughlin","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Michael Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257849392843286,"gpt":0.2309222760300471,"spread":0.2183437821016142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001185363,0.0009626504,0.001037102,0.001241152,0.0004554717,0.00320524,0.0005896647,0.001466803,0.03808669],"category_scores_gemma":[0.002732037,0.0002689925,0.0005111505,0.0009429285,0.001141484,0.00176371,0.0009996978,0.00191984,0.01190409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332906,"about_ca_system_score_gemma":0.00102637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098107,"about_ca_topic_score_gemma":0.003225201,"domain_scores_codex":[0.9993408,0.0001359209,0.00005741084,0.0000908982,0.0003326706,0.00004224467],"domain_scores_gemma":[0.9981535,0.0003528334,0.00005917434,0.0004561638,0.0008700857,0.0001083054],"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":[0.0001862485,0.0001793737,0.002718182,0.0006304936,0.0001925822,0.0002724488,0.0002076153,0.01241995,0.005939306,0.1281604,0.217993,0.6311004],"study_design_scores_gemma":[0.00004426322,0.0001211266,0.002635891,0.0003024428,0.0001555157,0.0004397159,0.0002388258,0.03973041,0.002721234,0.1124393,0.8411269,0.00004444363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01472259,0.05612802,0.4371049,0.02622727,0.0710158,0.0002989807,0.001698229,0.002568638,0.3902355],"genre_scores_gemma":[0.3426455,0.06418692,0.1707336,0.005200821,0.008321422,0.000566274,0.004146984,0.0006019692,0.4035966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03808669,"threshold_uncertainty_score":0.1274126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392172976","doi":"10.1109/comst.2024.3356268","title":"Editorial First Quarter 2024 IEEE Communications Surveys and Tutorials","year":2024,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; Telecommunications; IEEE 802.11u; Wireless; IEEE 802.11; Wireless lan; Geography","authors":[{"name":"Dusit Niyato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04124428561030526,"gpt":0.3106648984811305,"spread":0.2694206128708253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002716733,0.002008046,0.001548046,0.003889133,0.00147701,0.0055797,0.001663332,0.004138342,0.09402634],"category_scores_gemma":[0.01035346,0.0005147966,0.001026434,0.002189326,0.0008940192,0.003796506,0.001059306,0.006255489,0.0963866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720691,"about_ca_system_score_gemma":0.001920964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485001,"about_ca_topic_score_gemma":0.003096425,"domain_scores_codex":[0.9975242,0.0003652969,0.0001990723,0.000324455,0.00135361,0.0002333205],"domain_scores_gemma":[0.9881186,0.001831321,0.0004845072,0.0003837917,0.00746142,0.001720359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000966722,0.000005323169,0.00001472038,0.00006378492,0.000002367433,0.0000140297,0.000004939685,0.00001782492,0.00004221409,0.0004372204,0.9892054,0.01018248],"study_design_scores_gemma":[0.000005434047,0.00001407474,0.00008247251,0.0001274683,0.000005497734,0.00005805378,0.0000185976,0.00005182027,0.00005884339,0.0004937346,0.9990784,0.000005695266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001289619,0.01817932,0.001150422,0.03936252,0.9154271,0.00004596064,0.0002741021,0.0003070175,0.02512455],"genre_scores_gemma":[0.001881318,0.02120799,0.0006733491,0.02486627,0.7785558,0.00008024595,0.0005200977,0.0003149111,0.1719001],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09402634,"threshold_uncertainty_score":0.3145494,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246563594","doi":"10.1109/jproc.2019.2948688","title":"Proceedings of the IEEE publication information","year":2019,"lang":"en","type":"article","venue":"Proceedings of the IEEE","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Library science; Information retrieval","authors":[{"name":"Moeness G. Amin","is_ca":true},{"name":"Göran Andersson","is_ca":true},{"name":"Ronald Arkin","is_ca":true},{"name":"Jón Atli Benediktsson","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true},{"name":"Hsiao‐Hwa Chen","is_ca":true},{"name":"Kun‐Shan Chen","is_ca":true},{"name":"Diane J. Cook","is_ca":true},{"name":"Jack Dongarra","is_ca":true},{"name":"John S. Duncan","is_ca":true},{"name":"Michelle Yuguang","is_ca":true},{"name":"Nathan Damir","is_ca":true},{"name":"Novosel Vincent","is_ca":true},{"name":"Anders Rantzer","is_ca":true},{"name":"Catherine Rosenberg","is_ca":true},{"name":"Robert Schober","is_ca":true},{"name":"Ioannis Stavrakakis","is_ca":true},{"name":"Ahmet Murat","is_ca":true},{"name":"Rodney S. Tucker","is_ca":true},{"name":"Eddie Tunstel","is_ca":true},{"name":"Jan Van der Spiegel","is_ca":true},{"name":"Sally Wood","is_ca":true},{"name":"Hoi-Jun Yoo","is_ca":true},{"name":"C. R. Patrick","is_ca":true},{"name":"Yue Lixia","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Chris Brantley","is_ca":true},{"name":"Ieee-Usa Julie","is_ca":true},{"name":"Eve Cozin","is_ca":true},{"name":"Michael Förster","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Dawn Melley","is_ca":true},{"name":"Kevin Lisankie","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Jeffrey Cichocki","is_ca":true},{"name":"Neelam Khinvasara","is_ca":true},{"name":"Hulya Kirkici","is_ca":true},{"name":"Maria Elena Valcher","is_ca":true},{"name":"Samir El‐Ghazaly","is_ca":true},{"name":"Abbott Petru","is_ca":true},{"name":"Andrei John Baillieul","is_ca":true},{"name":"Sergio Benedetto","is_ca":true},{"name":"Ron Goldfarb","is_ca":true},{"name":"Larry Hall","is_ca":true},{"name":"Ekram Hossain","is_ca":true},{"name":"Clem Karl","is_ca":true},{"name":"Ahmed A. Kishk","is_ca":true},{"name":"Fabrizio Lombardi","is_ca":true},{"name":"O.P. Malik","is_ca":true},{"name":"Aleksandar Mastilovic","is_ca":true},{"name":"Carmen S. Menoni","is_ca":true},{"name":"Paolo Montuschi","is_ca":true},{"name":"Pete Morley","is_ca":true},{"name":"Glenn Parsons","is_ca":true},{"name":"George E. Ponchak","is_ca":true},{"name":"Annette Reilly","is_ca":true},{"name":"Sorel Reisman","is_ca":true},{"name":"Charles Rubenstein","is_ca":true},{"name":"Gianluca Setti","is_ca":true},{"name":"Gaurav Sharma","is_ca":true},{"name":"María Elena","is_ca":true},{"name":"Valcher John","is_ca":true},{"name":"Jason Yao","is_ca":true},{"name":"Reza Zoughi","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Konstantinos Karachalios","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Mary Ward-Callan","is_ca":true},{"name":"Vaishali Damle","is_ca":true},{"name":"Jian Sun","is_ca":true},{"name":"Patrick Kempf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005798276749226643,"gpt":0.1910634913405749,"spread":0.1852652145913483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001740456,0.001496769,0.002114897,0.00502125,0.001265906,0.00643867,0.001328387,0.002225084,0.6200838],"category_scores_gemma":[0.003854049,0.0005965249,0.0007238038,0.004208208,0.0004593039,0.003970363,0.001838318,0.002123988,0.5596035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008505001,"about_ca_system_score_gemma":0.002613638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913249,"about_ca_topic_score_gemma":0.003846365,"domain_scores_codex":[0.9991282,0.00008292673,0.0000683825,0.000110792,0.0005136583,0.0000960818],"domain_scores_gemma":[0.9956791,0.0004481271,0.0001751813,0.0004212911,0.002319845,0.0009564726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005800246,0.0001178455,0.0002345811,0.0002228391,0.00001011092,0.00004057191,0.00001363791,0.0001060449,0.0005561764,0.00136975,0.8905216,0.1067488],"study_design_scores_gemma":[0.00001838348,0.00003952949,0.0006634073,0.0002183085,0.00001853196,0.00006543069,0.00003529058,0.0003775175,0.000273188,0.001134101,0.9971408,0.00001551454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002215638,0.01109896,0.007935509,0.01361973,0.08879507,0.0004555862,0.01261825,0.003149993,0.8601113],"genre_scores_gemma":[0.003355654,0.008241586,0.001557483,0.001579043,0.006563059,0.0001104128,0.01113045,0.0006863313,0.9667759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6200838,"threshold_uncertainty_score":0.5419043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213277400","doi":"10.1109/tetci.2021.3086577","title":"IEEE Computational Intelligence Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Emerging Topics in Computational Intelligence","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Computational intelligence; Artificial intelligence","authors":[{"name":"P. A. Estévez","is_ca":false},{"name":"Bernadette Bouchon‐Meunier","is_ca":false},{"name":"Gary B. Fogel","is_ca":false},{"name":"Carlos A. Coello Coello","is_ca":false},{"name":"James F. Keller","is_ca":false},{"name":"Hussein A. Abbass","is_ca":false},{"name":"Ljiljana Trajković","is_ca":false},{"name":"Simon M. Lucas","is_ca":true},{"name":"J D Snyder","is_ca":false},{"name":"Nikhil R. Pal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03632018987249527,"gpt":0.3087151736868459,"spread":0.2723949838143507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001131943,0.001078003,0.0008467605,0.00151616,0.0005773115,0.004253371,0.001133266,0.001375379,0.133008],"category_scores_gemma":[0.003255807,0.0005499279,0.0004645846,0.002008346,0.0007455447,0.002904995,0.001789311,0.002778156,0.1324754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006144078,"about_ca_system_score_gemma":0.001508217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216207,"about_ca_topic_score_gemma":0.002220384,"domain_scores_codex":[0.9992335,0.0001037585,0.00005080062,0.0001870345,0.0003791915,0.00004588548],"domain_scores_gemma":[0.9975451,0.0003898779,0.0000703662,0.0006938287,0.001121394,0.0001794807],"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":[0.00004328185,0.00005044603,0.0004352439,0.0001863758,0.00003085737,0.00006902523,0.00007570008,0.0009809308,0.001395985,0.03815898,0.4458681,0.5127051],"study_design_scores_gemma":[0.00001069925,0.0000172755,0.0004099571,0.0001295117,0.00001550427,0.000155485,0.00004758452,0.002696145,0.0005509462,0.02015603,0.9757996,0.00001123927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002597166,0.02304978,0.1361798,0.01488949,0.01100613,0.0002598692,0.002766383,0.004679076,0.8045723],"genre_scores_gemma":[0.02782296,0.02037615,0.05025302,0.002986848,0.001696458,0.0003115564,0.006792117,0.0007673621,0.8889936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.133008,"threshold_uncertainty_score":0.4449559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251426633","doi":"10.1109/tfuzz.2021.3100962","title":"IEEE Computational Intelligence Society","year":2021,"lang":"en","type":"article","venue":"IEEE Transactions on Fuzzy Systems","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional; University of Warwick; Southern University of Science and Technology; Universidad de Granada; Florida Atlantic University; Inyuvesi Yakwazulu-Natali; Swinburne University of Technology; Universidad del Atlántico; Università degli Studi di Milano-Bicocca; University of Essex; Università degli Studi di Milano; St. Francis Xavier University","keywords":"Computer science; Computational intelligence; Computational complexity theory; Artificial intelligence; Algorithm","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0227007443413198,"gpt":0.2511062103532785,"spread":0.2284054660119587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001113939,0.000984761,0.0008509406,0.001401666,0.0005086622,0.00341813,0.001131506,0.001125137,0.09164053],"category_scores_gemma":[0.003380565,0.0005199681,0.0004731599,0.001942663,0.0007482764,0.002547181,0.001768987,0.002318456,0.07791453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000513575,"about_ca_system_score_gemma":0.001206441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879422,"about_ca_topic_score_gemma":0.001930497,"domain_scores_codex":[0.9992518,0.0001042562,0.0000534611,0.0001675602,0.0003829222,0.00003994726],"domain_scores_gemma":[0.9978058,0.0004018668,0.00005669449,0.0006546188,0.0009550761,0.0001260328],"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":[0.00004320645,0.0000539836,0.0004280581,0.0002266254,0.00003397522,0.00006614158,0.00008131505,0.001775994,0.001725009,0.03913904,0.3193267,0.6370999],"study_design_scores_gemma":[0.00001459265,0.00002709848,0.0005590845,0.0001870348,0.00002394689,0.000210091,0.00006896825,0.008132109,0.001072924,0.03751602,0.9521715,0.00001651111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004187705,0.02665413,0.2965871,0.01366728,0.01114962,0.0003043497,0.002587452,0.005439905,0.6394224],"genre_scores_gemma":[0.04898199,0.02413332,0.1109671,0.002810349,0.001698138,0.0004102605,0.007330902,0.0009277903,0.8027402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9083595,"threshold_uncertainty_score":0.3065681,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244294724","doi":"10.1109/vitecon.2019.8899465","title":"ViTECoN 2019 Title Page","year":2019,"lang":"en","type":"article","venue":"2019 International Conference on Vision Towards Emerging Trends in Communication and Networking (ViTECoN)","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Telecommunications; Broadband; Service (business); Business; Edge device; Enhanced Data Rates for GSM Evolution; Product (mathematics); Service provider; Core network; Engineering; Engineering management; Computer science; Marketing; Operating system; Cloud computing","authors":[{"name":"Geetha Viswanathan","is_ca":false},{"name":"Shri Sankar Viswanathan","is_ca":false},{"name":"Sekar Viswanathan","is_ca":false},{"name":"Anand Selvam","is_ca":false},{"name":"S. R. Narayanan","is_ca":false},{"name":"Harish M. Kittur","is_ca":false},{"name":"Elizabeth Rufus","is_ca":false},{"name":"Renuga Devi","is_ca":false},{"name":"Ramachandra Reddy","is_ca":false},{"name":"Malay Kumar","is_ca":false},{"name":"Srinivasa Rao","is_ca":false},{"name":"Vaegae Naveen Kumar","is_ca":false},{"name":"Yogesh Kumar","is_ca":false},{"name":"Kala Choukiker","is_ca":false},{"name":"Budhaditya Bagadi","is_ca":false},{"name":"Abhijit Bhattacharyya","is_ca":false},{"name":"Avinash Bhowmick","is_ca":false},{"name":"Ilavarasn Chandra","is_ca":false},{"name":"J. Christopher Clement","is_ca":false},{"name":"R. K. Mugelan","is_ca":false},{"name":"Ho Lee","is_ca":false},{"name":"Behmann Fawzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02869812983165632,"gpt":0.3248994302987591,"spread":0.2962013004671027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006324789,0.0006518715,0.000618304,0.0015942,0.001277254,0.007272069,0.0008613322,0.00152521,0.7410697],"category_scores_gemma":[0.002297443,0.000281624,0.0003676747,0.001910257,0.0003851345,0.003040089,0.001782562,0.001928461,0.689522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001762827,"about_ca_system_score_gemma":0.002470743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003451056,"about_ca_topic_score_gemma":0.007358212,"domain_scores_codex":[0.9994519,0.00003199104,0.00002595308,0.00009867739,0.000306925,0.00008451102],"domain_scores_gemma":[0.9983493,0.0000774981,0.00005267105,0.000114351,0.0009418935,0.0004642672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000139997,0.00001122595,0.00007188413,0.00006923552,7.663747e-7,0.00002560469,0.00001033073,0.00002204469,0.0002001977,0.002162267,0.9584365,0.03897613],"study_design_scores_gemma":[0.000002266895,0.000007220162,0.0001604953,0.00003714649,4.918389e-7,0.00002001391,0.00001396911,0.00001614096,0.0000636459,0.0002098071,0.9994676,0.000001383918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003743974,0.001906806,0.0006203693,0.00439174,0.02236754,0.000155556,0.003073521,0.0007839585,0.9663262],"genre_scores_gemma":[0.001188201,0.0008968677,0.0001620554,0.0004065364,0.0008705437,0.00002547547,0.001376347,0.0002642997,0.9948097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2589303,"threshold_uncertainty_score":0.3693327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205655262","doi":"10.1109/jproc.2021.3109706","title":"Proceedings of the IEEE publication information","year":2021,"lang":"en","type":"article","venue":"Proceedings of the IEEE","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Computer science; Library science; World Wide Web; Information retrieval","authors":[{"name":"D.J. Allstot","is_ca":true},{"name":"Moeness G. Amin","is_ca":true},{"name":"Göran Andersson","is_ca":true},{"name":"Ronald Arkin","is_ca":true},{"name":"John Baillieul","is_ca":true},{"name":"Claudio A. Cañizares","is_ca":true},{"name":"Gert Cauwenberghs","is_ca":true},{"name":"Jocelyn Chanussot","is_ca":true},{"name":"Raja Chatila","is_ca":true},{"name":"Hsiao‐Hwa Chen","is_ca":true},{"name":"Diane J. Cook","is_ca":true},{"name":"Jack Dongarra","is_ca":true},{"name":"John S. Duncan","is_ca":true},{"name":"Michael Fang","is_ca":true},{"name":"Georges Gielen","is_ca":true},{"name":"Maya Gokhale","is_ca":true},{"name":"Lawrence Hall","is_ca":true},{"name":"Christofer Hierold","is_ca":true},{"name":"Adrian Ionescu","is_ca":true},{"name":"Pramod P. Khargonekar","is_ca":true},{"name":"Agnieszka Konczykowska","is_ca":true},{"name":"Khaled B. Letaief","is_ca":true},{"name":"James Lyke","is_ca":true},{"name":"Manish Parashar","is_ca":true},{"name":"Marios M. Polycarpou","is_ca":true},{"name":"Heather K. Vincent","is_ca":true},{"name":"Catherine Rosenberg","is_ca":true},{"name":"Robert Schober","is_ca":true},{"name":"Mohammad Shahidehpour","is_ca":true},{"name":"Manos M. Tentzeris","is_ca":true},{"name":"Isabel Trancoso","is_ca":true},{"name":"Jun Yoo","is_ca":true},{"name":"C Patrick","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Chris Brantley","is_ca":true},{"name":"Steven Heffner","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Dawn Melley","is_ca":true},{"name":"Kevin Lisankie","is_ca":true},{"name":"Peter Tuohy","is_ca":true},{"name":"Jeffrey Cichocki","is_ca":true},{"name":"Neelam Khinvasara","is_ca":true},{"name":"Larry Hall","is_ca":true},{"name":"Sergio Benedetto","is_ca":true},{"name":"Vice Chair","is_ca":true},{"name":"Abbott Brian Blake","is_ca":true},{"name":"Eddie Custovic","is_ca":true},{"name":"Stephen Dukes","is_ca":true},{"name":"Stefano Galli","is_ca":true},{"name":"Jean‐Luc Gaudiot","is_ca":true},{"name":"Ekram Hossain","is_ca":true},{"name":"Sundaram Ramesh","is_ca":true},{"name":"Annette Reilly","is_ca":true},{"name":"Sorel Reisman","is_ca":true},{"name":"Gianluca Setti","is_ca":true},{"name":"Gaurav Sharma","is_ca":true},{"name":"Sharad Sinha","is_ca":true},{"name":"Maria Elena Valcher","is_ca":true},{"name":"Peter J. Winzer","is_ca":true},{"name":"Wai Choong","is_ca":true},{"name":"Lawrence","is_ca":true},{"name":"Wong","is_ca":true},{"name":"Steve Yurkovich","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Konstantinos Karachalios","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Mary Ward-Callan","is_ca":true},{"name":"Vaishali Damle","is_ca":true},{"name":"Jun Sun","is_ca":true},{"name":"Patrick Kempf","is_ca":true},{"name":"Joanna Gojlik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008309317969230002,"gpt":0.2019450173651195,"spread":0.1936356993958895,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001653611,0.001498731,0.00212632,0.004789088,0.001251282,0.006400615,0.001278848,0.002179353,0.6228126],"category_scores_gemma":[0.00359158,0.0005842193,0.0007069174,0.004163635,0.0004480148,0.003889637,0.001791625,0.002088879,0.5756157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008032948,"about_ca_system_score_gemma":0.002577428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001980455,"about_ca_topic_score_gemma":0.003905007,"domain_scores_codex":[0.9991721,0.00007833209,0.00006257012,0.000107781,0.0004868788,0.0000923144],"domain_scores_gemma":[0.995953,0.0004132628,0.0001606123,0.0003958728,0.002148943,0.0009282801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005541744,0.0001199627,0.0002457635,0.0002141427,0.000009475734,0.00003903703,0.00001366136,0.0001021337,0.0005344198,0.001288129,0.8905321,0.1068458],"study_design_scores_gemma":[0.00001829656,0.00003963432,0.0007002418,0.0002139406,0.00001787648,0.00006461176,0.00003651536,0.0003668881,0.0002627083,0.00103408,0.9972302,0.00001509598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002164359,0.01055548,0.007297396,0.01227878,0.08155765,0.000440041,0.01231652,0.003078903,0.870311],"genre_scores_gemma":[0.003167683,0.007818788,0.001444403,0.001492326,0.005726526,0.0001076252,0.01055026,0.0006635479,0.9690288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3771874,"threshold_uncertainty_score":0.5380121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205359157","doi":"10.1109/tcyb.2019.2927145","title":"IEEE Transactions on Cybernetics","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Cybernetics","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Standards Association","funders":"","keywords":"Cybernetics; Computer science; Cognitive science; Artificial intelligence; Psychology","authors":[{"name":"Sr Past","is_ca":true},{"name":"Mengchu Zhou Vp-Cybernetics","is_ca":true},{"name":"Sam Kwong Vp-Finance","is_ca":true},{"name":"Ferat Sahin","is_ca":true},{"name":"Andreas Nuernberger","is_ca":true},{"name":"Adrian Stoica Vp","is_ca":true},{"name":"Vladimı́r Mařı́k","is_ca":true},{"name":"Владик Крейнович","is_ca":true},{"name":"Rodney G. Roberts","is_ca":true},{"name":"Robert Woon","is_ca":true},{"name":"Maria Pia Fanti","is_ca":true},{"name":"Keith W. Hipel","is_ca":true},{"name":"Okyay Kaynak","is_ca":true},{"name":"Róbert Kozma","is_ca":true},{"name":"Hideyuki Takagi","is_ca":true},{"name":"György Eigner","is_ca":true},{"name":"Enrique Herrera‐Viedma","is_ca":true},{"name":"Karen Panetta","is_ca":true},{"name":"Ching‐Chih Tsai","is_ca":true},{"name":"Fei‐Yue Wang","is_ca":true},{"name":"Giancarlo Fortino","is_ca":true},{"name":"David Mendonça","is_ca":true},{"name":"Tadahiko Murata","is_ca":true},{"name":"Png Shi","is_ca":true},{"name":"Thomas Strasser","is_ca":true},{"name":"Jun Wang","is_ca":true},{"name":"É Jos","is_ca":true},{"name":"Kathleen Kramer","is_ca":true},{"name":"Joseph Lillie","is_ca":true},{"name":"James Jefferies","is_ca":true},{"name":"Witold Kinsner","is_ca":true},{"name":"Francis Grosz","is_ca":true},{"name":"Geographic Activities","is_ca":true},{"name":"Robert Fish","is_ca":true},{"name":"Association Liu","is_ca":true},{"name":"Thomas Coughlin","is_ca":true},{"name":"Stephen Welby","is_ca":true},{"name":"Thomas Siegert","is_ca":true},{"name":"Business Administration","is_ca":true},{"name":"Julie Cozin","is_ca":true},{"name":"Corporate Governance","is_ca":true},{"name":"Donna Hourican","is_ca":true},{"name":"Jamie Moesch","is_ca":true},{"name":"Sophia Muirhead","is_ca":true},{"name":"Cherif Amirat","is_ca":true},{"name":"Karen Hawkins","is_ca":true},{"name":"Cecelia Jankowski","is_ca":true},{"name":"Michael Forster","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01257849392843286,"gpt":0.2309222760300471,"spread":0.2183437821016142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001185363,0.0009626504,0.001037102,0.001241152,0.0004554717,0.00320524,0.0005896647,0.001466803,0.03808669],"category_scores_gemma":[0.002732037,0.0002689925,0.0005111505,0.0009429285,0.001141484,0.00176371,0.0009996978,0.00191984,0.01190409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332906,"about_ca_system_score_gemma":0.00102637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003098107,"about_ca_topic_score_gemma":0.003225201,"domain_scores_codex":[0.9993408,0.0001359209,0.00005741084,0.0000908982,0.0003326706,0.00004224467],"domain_scores_gemma":[0.9981535,0.0003528334,0.00005917434,0.0004561638,0.0008700857,0.0001083054],"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":[0.0001862485,0.0001793737,0.002718182,0.0006304936,0.0001925822,0.0002724488,0.0002076153,0.01241995,0.005939306,0.1281604,0.217993,0.6311004],"study_design_scores_gemma":[0.00004426322,0.0001211266,0.002635891,0.0003024428,0.0001555157,0.0004397159,0.0002388258,0.03973041,0.002721234,0.1124393,0.8411269,0.00004444363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01472259,0.05612802,0.4371049,0.02622727,0.0710158,0.0002989807,0.001698229,0.002568638,0.3902355],"genre_scores_gemma":[0.3426455,0.06418692,0.1707336,0.005200821,0.008321422,0.000566274,0.004146984,0.0006019692,0.4035966],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9619133,"threshold_uncertainty_score":0.1274126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4232008424","doi":"10.23977/iotea","title":"Internet of Things (IoT) and Engineering Applications","year":2018,"lang":"en","type":"paratext","venue":"Internet of Things (IoT) and Engineering Applications","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Internet of Things; Computer science; World Wide Web","authors":[{"name":"Yanxing Liu","is_ca":false},{"name":"Shuyang Hou","is_ca":false},{"name":"Xiaoqin Li","is_ca":false},{"name":"Longyu Shi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007335348584842616,"gpt":0.2131890388053859,"spread":0.2058536902205433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294537,0.0005181662,0.0002786113,0.0009667777,0.000467734,0.001094507,0.0003603416,0.0006879045,0.007848567],"category_scores_gemma":[0.0008471007,0.0001725008,0.0004230947,0.001389391,0.0002747948,0.001382216,0.0008552105,0.0005338984,0.00337815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002982097,"about_ca_system_score_gemma":0.0005654689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008897,"about_ca_topic_score_gemma":0.001282729,"domain_scores_codex":[0.9995456,0.00006234092,0.00003440049,0.00007757846,0.0002267611,0.00005327595],"domain_scores_gemma":[0.9996909,0.00006438061,0.00002582392,0.00006763484,0.0001315005,0.00001983323],"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":[0.00008515936,0.0001362614,0.007212688,0.0004028708,0.00005682393,0.0005224293,0.0001752343,0.009349565,0.0293342,0.03146294,0.03000348,0.8912583],"study_design_scores_gemma":[0.00003876477,0.0004746563,0.02536663,0.0003571326,0.0001856108,0.002925284,0.0008348444,0.3484819,0.0533196,0.07918265,0.4887082,0.000124752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05508761,0.01023243,0.7820144,0.00314354,0.001712388,0.000273576,0.00080422,0.005016948,0.1417149],"genre_scores_gemma":[0.6284847,0.01750017,0.2484484,0.002187219,0.0008595627,0.0002546433,0.002822627,0.0002911402,0.09915158],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007848567,"threshold_uncertainty_score":0.02625602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206215180","doi":"10.11159/newtech21","title":"Proceedings of the 7th World Congress on New Technologies","year":2021,"lang":"en","type":"paratext","venue":"Proceedings of the World Congress on New Technologies","topic":"Internet of Things and AI","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Imperial College London; Royal Society; Royal Society of Canada","keywords":"Computer science; Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768174326988695,"gpt":0.2525755855029231,"spread":0.2348938422330361,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198474,0.001319045,0.0008458106,0.001773806,0.00105415,0.007792196,0.0009761811,0.002381842,0.2082323],"category_scores_gemma":[0.003190886,0.000269453,0.0005954275,0.001357304,0.0008843206,0.003947589,0.002195838,0.003889543,0.1795372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109429,"about_ca_system_score_gemma":0.002525811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124319,"about_ca_topic_score_gemma":0.002911557,"domain_scores_codex":[0.9981889,0.0002823621,0.0001244749,0.0002356002,0.0009875699,0.0001811029],"domain_scores_gemma":[0.9979594,0.0003186126,0.0001735135,0.000170436,0.0007539816,0.0006240267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004254107,0.00004912214,0.0001682566,0.0001876894,0.000007390591,0.00006548453,0.00005025779,0.00006282733,0.0004908119,0.004820567,0.9012227,0.09283235],"study_design_scores_gemma":[0.00000164689,0.000008574896,0.0001844256,0.00007652093,0.000001532701,0.00003586994,0.00001930797,0.00002778229,0.00009154244,0.0004614913,0.9990889,0.00000255938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001466015,0.05049644,0.005452802,0.02279074,0.08131006,0.0004092588,0.002260555,0.0006485096,0.8351656],"genre_scores_gemma":[0.004797909,0.02197473,0.002070875,0.003699897,0.009728622,0.0002401282,0.002632392,0.0002702771,0.9545851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2082323,"threshold_uncertainty_score":0.6966066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}