{"meta":{"query_hash":"541c6539ece4","filters":{"topic":"Security in Wireless Sensor Networks"},"cohort_total":285,"direct_labels_cover":0,"predictions_cover":285,"exported":285,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/541c6539ece4","api":"https://metacan.xera.ac/api/v1/cohort?topic=Security+in+Wireless+Sensor+Networks"},"results":[{"id":"W119800787","doi":"10.1007/978-0-387-74899-3_8","title":"Destination Controlled Anonymous Routing in Resource Constrained Multihop Wireless Sensor Networks","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer network; Computer science; Network packet; Telecommunications link; Anonymity; Node (physics); Wireless sensor network; Geographic routing; Routing (electronic design automation); Routing protocol; Distributed computing; Dynamic Source Routing; Computer security; Engineering","score_opus":0.02237870676083718,"score_gpt":0.24480978621827695,"score_spread":0.22243107945743978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W119800787","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010292316,0.015984286,0.9164895,0.00065481954,0.00090282573,0.00008795797,0.000119798744,0.000947899,0.054520547],"genre_scores_gemma":[0.3435378,0.040496193,0.4250608,0.00057997357,0.00083424215,0.00034150746,0.0005086115,0.00041683458,0.188224],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998173,0.000032501623,0.000007386958,0.000028622357,0.000103978804,0.000010246633],"domain_scores_gemma":[0.9998524,0.00008535738,0.000008981882,0.00002405809,0.000024178524,0.000004970827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024390564,0.00039399057,0.00036778726,0.00038975762,0.00026280398,0.0008707723,0.0009912975,0.0005880685,0.0019089509],"category_scores_gemma":[0.0004670771,0.00027884092,0.00021147363,0.00073146436,0.0004667295,0.0012132378,0.00053438684,0.0007413148,0.0006369083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007251279,0.000099041616,0.00016203008,0.00059620047,0.000035739307,0.00022675522,0.00026489396,0.1365352,0.017769925,0.36989042,0.02569829,0.44864908],"study_design_scores_gemma":[0.000027714035,0.00012265849,0.00032487052,0.00016052608,0.00004656101,0.0006568,0.000094500705,0.47310987,0.014897965,0.26967588,0.24082595,0.000056666937],"about_ca_topic_score_codex":0.00032531735,"about_ca_topic_score_gemma":0.00043799359,"teacher_disagreement_score":0.0019089509,"about_ca_system_score_codex":0.0003589756,"about_ca_system_score_gemma":0.00024870838,"threshold_uncertainty_score":0.0063861012},"labels":[],"label_agreement":null},{"id":"W1212488227","doi":"","title":"An RC4 based Light Weight Secure Protocol for Sensor Networks.","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; RC4; Computer network; Protocol (science); Wireless sensor network; Cryptographic hash function; Hash function; Authentication (law); Cryptography; Secure communication; Multicast; Stream cipher; Distributed computing; Computer security; Encryption","score_opus":0.01058712641594096,"score_gpt":0.2668015534775535,"score_spread":0.25621442706161257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1212488227","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024810046,0.0017882881,0.9591738,0.00077227043,0.00055622804,0.0010291864,0.00027452616,0.0015083366,0.010087364],"genre_scores_gemma":[0.45726848,0.0027014387,0.4953928,0.0011239604,0.00027561493,0.0020167101,0.0010282176,0.00027895806,0.039913837],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987251,0.00032389254,0.00011793943,0.00012581267,0.00057572767,0.00013139816],"domain_scores_gemma":[0.99884427,0.00028984464,0.00022857315,0.00030166478,0.00025779387,0.00007779918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012285706,0.0007503994,0.00053064304,0.0011521577,0.0008716085,0.0009379761,0.0017481637,0.0012019263,0.0033953066],"category_scores_gemma":[0.002277607,0.00034832006,0.0006806805,0.000879445,0.0013800905,0.0026427147,0.0026921367,0.0016663015,0.00191884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017858777,0.00033020647,0.0010760771,0.0016867758,0.00033463773,0.0017565328,0.0008509183,0.041928757,0.30974078,0.30564463,0.024005188,0.31085968],"study_design_scores_gemma":[0.0005016637,0.0016303194,0.00091020105,0.00018785865,0.00037555303,0.0034274596,0.00024302043,0.35220194,0.30375865,0.11130753,0.22510922,0.00034663852],"about_ca_topic_score_codex":0.00063407473,"about_ca_topic_score_gemma":0.00069167075,"teacher_disagreement_score":0.0033953066,"about_ca_system_score_codex":0.0011259173,"about_ca_system_score_gemma":0.0015750441,"threshold_uncertainty_score":0.0113584995},"labels":[],"label_agreement":null},{"id":"W1479776191","doi":"10.1109/etfa.2005.1612766","title":"SPAPI: A Security and Protection Architecture for Physical Infrastructures and Its Deployment Strategy Using Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Software deployment; Computer security; Architecture; Context (archaeology); Authentication (law); Wireless sensor network; Security policy; Process (computing); Enterprise information security architecture; Software architecture; Security management; Software security assurance; Physical security; Software; Security service; Computer network; Software engineering; Information security","score_opus":0.014208775889021887,"score_gpt":0.24017083968797917,"score_spread":0.22596206379895728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479776191","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026022915,0.0002434719,0.9644588,0.0004964352,0.00004991083,0.00013962426,0.000042726304,0.003669321,0.0048767477],"genre_scores_gemma":[0.52987,0.000655152,0.46220696,0.00022653026,0.00005329374,0.00036153465,0.00028705448,0.00017408178,0.006165426],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996697,0.00006908901,0.000027563972,0.000057569236,0.0001330678,0.00004303093],"domain_scores_gemma":[0.99966216,0.00006197117,0.00007756783,0.00006655907,0.00008918251,0.000042602274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008889375,0.00048166877,0.000230742,0.0004372148,0.00047650863,0.0008377248,0.001036815,0.0006046157,0.00084503647],"category_scores_gemma":[0.00095043384,0.0003335086,0.0003585438,0.0002940917,0.00077773497,0.0016711933,0.0010524829,0.0008475981,0.00034655875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032777147,0.00024273338,0.0052635944,0.00066149427,0.00016991203,0.0007526485,0.00092489447,0.26539177,0.17084618,0.20436797,0.011168584,0.33988246],"study_design_scores_gemma":[0.00004743122,0.00043993548,0.001850888,0.000057322093,0.000096420146,0.0006028835,0.00011285436,0.8579632,0.049642295,0.027248891,0.061885577,0.00005235198],"about_ca_topic_score_codex":0.0010491017,"about_ca_topic_score_gemma":0.0010855963,"teacher_disagreement_score":0.0010491017,"about_ca_system_score_codex":0.0005094565,"about_ca_system_score_gemma":0.0010398448,"threshold_uncertainty_score":0.0047012568},"labels":[],"label_agreement":null},{"id":"W1480044444","doi":"10.1002/cpe.3153","title":"A lightweight key management scheme based on an Adelson‐Velskii and Landis tree and elliptic curve cryptography for wireless sensor networks","year":2013,"lang":"en","type":"article","venue":"Concurrency and Computation Practice and Experience","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Elliptic curve cryptography; Encryption; Wireless sensor network; Key management; Computer network; Distributed computing; Key (lock); Scalability; Cryptography; Key distribution in wireless sensor networks; Public-key cryptography; Wireless; Wireless network; Algorithm; Computer security; Telecommunications; Database","score_opus":0.015197273118442937,"score_gpt":0.27788860801431553,"score_spread":0.2626913348958726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480044444","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056020778,0.001453631,0.93493116,0.0005236873,0.00021959703,0.00029228814,0.00007115327,0.00057662715,0.005911096],"genre_scores_gemma":[0.78639144,0.00077789434,0.206909,0.00019620718,0.00013448905,0.00030531274,0.0001889746,0.00004321769,0.0050534406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870884,0.00037713954,0.00014675742,0.00018971149,0.0004566388,0.00012082935],"domain_scores_gemma":[0.9988669,0.0002460984,0.00030115392,0.00027237416,0.00023707082,0.000076476295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009849843,0.0003920986,0.000570676,0.0012048739,0.0008475189,0.0011607021,0.0011896357,0.0007463934,0.0013029644],"category_scores_gemma":[0.0017261287,0.00019326863,0.0004954592,0.0010883455,0.00078292005,0.003079182,0.0015891432,0.00085081777,0.0004700047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001011167,0.00033680035,0.0015949999,0.0005219536,0.00013203322,0.0006639216,0.0009434393,0.059229948,0.20743085,0.3865107,0.005801648,0.33582255],"study_design_scores_gemma":[0.00033453817,0.0009904659,0.001154705,0.00014458099,0.00014082118,0.0019735298,0.0002574358,0.7397735,0.108649336,0.086296,0.060076844,0.00020828661],"about_ca_topic_score_codex":0.0004478368,"about_ca_topic_score_gemma":0.00027214398,"teacher_disagreement_score":0.0013029644,"about_ca_system_score_codex":0.0011756496,"about_ca_system_score_gemma":0.0012453556,"threshold_uncertainty_score":0.008530021},"labels":[],"label_agreement":null},{"id":"W1483299212","doi":"10.1002/sec.517","title":"Two‐factor mutual authentication with key agreement in wireless sensor networks","year":2012,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Mutual authentication; Wireless sensor network; Authentication protocol; Computer network; Authentication (law); Robustness (evolution); Hash function; Key (lock); Security analysis; Protocol (science); Key-agreement protocol; Forward secrecy; Computer security; Public-key cryptography; Key distribution; Encryption","score_opus":0.012871577176196301,"score_gpt":0.2390913624177317,"score_spread":0.2262197852415354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483299212","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021049924,0.00082629814,0.97449094,0.000401691,0.0001143403,0.00024283669,0.000028608447,0.00033145119,0.002513964],"genre_scores_gemma":[0.8345642,0.0009020368,0.16071633,0.00013642768,0.00013981518,0.000559596,0.00008629565,0.00003616905,0.002859174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9885134,0.006408872,0.0006193487,0.0009564603,0.0029278542,0.0005739979],"domain_scores_gemma":[0.99192774,0.003976658,0.0012199411,0.0017686436,0.0009381459,0.00016876862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00797626,0.00087880826,0.00109515,0.0011177985,0.0012371029,0.0017475836,0.0018549954,0.0021834092,0.001430737],"category_scores_gemma":[0.012454919,0.00062289124,0.0008083686,0.0017221081,0.003440889,0.0053698095,0.0039953873,0.0017285906,0.0004889577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014181953,0.00023945402,0.001975302,0.00085848256,0.00024027718,0.0010158716,0.0013099937,0.20828012,0.034872808,0.61219645,0.0045326324,0.13306043],"study_design_scores_gemma":[0.0002035606,0.00039994606,0.00032142637,0.00007197848,0.00005940675,0.00043924458,0.000092193666,0.79915535,0.014908352,0.17412832,0.0101270685,0.000093145565],"about_ca_topic_score_codex":0.0006268513,"about_ca_topic_score_gemma":0.00037953976,"teacher_disagreement_score":0.00797626,"about_ca_system_score_codex":0.0011676457,"about_ca_system_score_gemma":0.0013855927,"threshold_uncertainty_score":0.04218304},"labels":[],"label_agreement":null},{"id":"W1490060126","doi":"10.1109/.2006.1629463","title":"Secure Data Aggregation without Persistent Cryptographic Operations in Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Wireless sensor network; Computer science; Data aggregator; Cryptography; Computer network; Node (physics); Cheating; Key distribution in wireless sensor networks; Tree (set theory); Base station; Sensor node; Energy consumption; Computer security; Distributed computing; Wireless; Wireless network; Engineering; Telecommunications","score_opus":0.019727249515998184,"score_gpt":0.2433204682071101,"score_spread":0.2235932186911119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490060126","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069972165,0.0010800614,0.92552274,0.0004814531,0.00009012344,0.0000887747,0.000052054438,0.00048960844,0.0022229834],"genre_scores_gemma":[0.8349683,0.0010621495,0.16215841,0.00011149659,0.00010462225,0.000117842166,0.000100254285,0.00005414976,0.001322746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982457,0.0005515946,0.00020997577,0.00019419768,0.0006973009,0.00010122342],"domain_scores_gemma":[0.99468863,0.002167894,0.000907459,0.0016147874,0.00050097593,0.0001202802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020239325,0.00045427933,0.00065358845,0.0007674642,0.0009535417,0.0013146363,0.00079102325,0.0007597911,0.00055457134],"category_scores_gemma":[0.0058966787,0.0004987467,0.00041346744,0.0012450556,0.001565443,0.003947823,0.0016514544,0.0009207167,0.00032257207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010057497,0.00024665252,0.004059649,0.0007567293,0.00014787476,0.00081106427,0.00084394775,0.26355445,0.09191761,0.33409107,0.0041812304,0.29838398],"study_design_scores_gemma":[0.00007020163,0.00039047207,0.0007400271,0.000053738884,0.000074529686,0.0005727312,0.00014238279,0.7910723,0.03639397,0.1638126,0.006624734,0.000052310716],"about_ca_topic_score_codex":0.00027083707,"about_ca_topic_score_gemma":0.0002684941,"teacher_disagreement_score":0.0020239325,"about_ca_system_score_codex":0.0004847643,"about_ca_system_score_gemma":0.00082393474,"threshold_uncertainty_score":0.0107037425},"labels":[],"label_agreement":null},{"id":"W1528400844","doi":"10.1007/11693383_13","title":"Tree-Based Key Distribution Patterns","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Key (lock); Tree (set theory); Probabilistic logic; Cover (algebra); Scheme (mathematics); Computer science; Upper and lower bounds; Row; Combinatorics; Mathematics; Discrete mathematics; Artificial intelligence","score_opus":0.011134986725316567,"score_gpt":0.21994532448647866,"score_spread":0.2088103377611621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528400844","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034637563,0.00033098247,0.9506401,0.0004427221,0.0001582012,0.00028947805,0.0008683227,0.0020824198,0.010550293],"genre_scores_gemma":[0.53467363,0.0007561842,0.44534215,0.00028807722,0.00008371613,0.0004151674,0.002334866,0.00054129475,0.01556493],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986771,0.00023214353,0.0001532506,0.00022188692,0.00051610434,0.00019951614],"domain_scores_gemma":[0.9948991,0.0014087674,0.00039687447,0.0019125593,0.0011713449,0.00021141702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774021,0.00039358874,0.0006302855,0.0011420295,0.00081737887,0.0017325274,0.001449444,0.0007593579,0.006755259],"category_scores_gemma":[0.006989358,0.0004359872,0.0003746097,0.0023290585,0.0005504838,0.0036234153,0.0015971861,0.0011117962,0.0028122317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011204452,0.00030211973,0.0032761921,0.0004396508,0.000068043584,0.0003385117,0.0004044286,0.03673598,0.032905392,0.2882111,0.027006164,0.6091919],"study_design_scores_gemma":[0.00018302226,0.00045695322,0.0016605732,0.00012694592,0.00009284595,0.0019249755,0.00025621877,0.4582029,0.044445306,0.437359,0.05520233,0.0000889559],"about_ca_topic_score_codex":0.00055150583,"about_ca_topic_score_gemma":0.0009986431,"teacher_disagreement_score":0.006755259,"about_ca_system_score_codex":0.0006995655,"about_ca_system_score_gemma":0.0010196107,"threshold_uncertainty_score":0.022598624},"labels":[],"label_agreement":null},{"id":"W1529909807","doi":"10.1007/978-3-540-30564-4_21","title":"Deterministic Key Predistribution Schemes for Distributed Sensor Networks","year":2004,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":202,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Wireless sensor network; Key (lock); Distributed computing; Computer network; Theoretical computer science; Computer security","score_opus":0.014290256798919914,"score_gpt":0.24202720685051055,"score_spread":0.22773695005159064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529909807","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011955316,0.003614475,0.97573906,0.0004275559,0.00030385438,0.00008087131,0.00010440672,0.000529267,0.007245083],"genre_scores_gemma":[0.7106845,0.004958666,0.26255322,0.000370876,0.00036938285,0.00031444634,0.00028831014,0.000114873175,0.020345842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988569,0.00030636365,0.000095178686,0.0001736189,0.00043189165,0.0001361546],"domain_scores_gemma":[0.9980817,0.00080991647,0.00015157727,0.00073990156,0.00018453506,0.000032401786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011252402,0.00067158113,0.00065995293,0.00036873392,0.0005645184,0.0011308829,0.0013933982,0.0007456672,0.0035576324],"category_scores_gemma":[0.0033019013,0.00041638373,0.00031414072,0.0007795324,0.00083991955,0.0023384942,0.0016497391,0.0015872507,0.0008407375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005358914,0.000100304715,0.00028710923,0.0008511282,0.00009054019,0.00015842589,0.00026253343,0.11352608,0.03436652,0.46429408,0.009450024,0.37607747],"study_design_scores_gemma":[0.0001505465,0.000285125,0.00035532805,0.00014525076,0.00006782149,0.0008447661,0.00008825006,0.47371164,0.03482628,0.45931417,0.030112546,0.00009827586],"about_ca_topic_score_codex":0.00013847006,"about_ca_topic_score_gemma":0.0002194318,"teacher_disagreement_score":0.0035576324,"about_ca_system_score_codex":0.0007443247,"about_ca_system_score_gemma":0.0006409165,"threshold_uncertainty_score":0.011901438},"labels":[],"label_agreement":null},{"id":"W1534489247","doi":"10.1109/wimob.2005.1512911","title":"An intrusion detection system for wireless sensor networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":247,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wireless sensor network; Computer science; Key distribution in wireless sensor networks; Intrusion detection system; Computer network; Network packet; Sensor node; Node (physics); Mobile wireless sensor network; Key (lock); Wireless; Wireless network; Distributed computing; Real-time computing; Computer security; Engineering; Telecommunications","score_opus":0.0069579589366302605,"score_gpt":0.21617610890641603,"score_spread":0.20921814996978577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534489247","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010894751,0.0018889318,0.9645076,0.0006955449,0.0009179346,0.00051749253,0.0002641187,0.013096764,0.0072169267],"genre_scores_gemma":[0.28136593,0.0028309282,0.69655615,0.0014484519,0.00066446414,0.0012801837,0.0013016501,0.00052256254,0.014029693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980861,0.00036339124,0.000190107,0.00029307132,0.00097036024,0.00009689088],"domain_scores_gemma":[0.9989931,0.00031011185,0.00012020702,0.00025308033,0.00027150055,0.000051994004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013334099,0.0009639041,0.0011516195,0.0010929571,0.00063193147,0.0014342901,0.0012900652,0.0011830763,0.0028521721],"category_scores_gemma":[0.0031844825,0.0003060589,0.00059222034,0.0007008571,0.0006778445,0.002266471,0.0014783039,0.0012709625,0.0019347703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005124086,0.00037254635,0.0028658174,0.0011341438,0.00040463556,0.00079374074,0.00044746,0.023258774,0.117768206,0.076654285,0.032067534,0.7437206],"study_design_scores_gemma":[0.0001987402,0.0010680507,0.0022624352,0.00022405885,0.00037998025,0.0027576599,0.00010442613,0.4853008,0.16266423,0.036986005,0.3078796,0.00017410623],"about_ca_topic_score_codex":0.00032559162,"about_ca_topic_score_gemma":0.0002676374,"teacher_disagreement_score":0.0028521721,"about_ca_system_score_codex":0.0005333946,"about_ca_system_score_gemma":0.00052835344,"threshold_uncertainty_score":0.009541452},"labels":[],"label_agreement":null},{"id":"W1534792468","doi":"10.1007/978-3-642-11723-7_16","title":"DHT-Based Detection of Node Clone in Wireless Sensor Networks","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless sensor network; Computer science; Computer network; clone (Java method); Node (physics); Engineering; Biology; Gene","score_opus":0.01451219267237206,"score_gpt":0.22122754832436667,"score_spread":0.20671535565199461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534792468","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21526451,0.0022631295,0.77603436,0.00037948875,0.00034691885,0.00033111408,0.00050646125,0.0029372384,0.0019367395],"genre_scores_gemma":[0.82176834,0.00062544766,0.17461543,0.00011942479,0.00016045156,0.00015277024,0.00068281946,0.00007802391,0.0017972132],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973968,0.00059765496,0.00024962527,0.0003158326,0.0012593307,0.00018074097],"domain_scores_gemma":[0.99102587,0.004561434,0.00072253804,0.0019421548,0.0014586131,0.0002893478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019826263,0.0004332268,0.0016910326,0.0016416602,0.0005610374,0.0009166232,0.0020437022,0.0009524082,0.0005568049],"category_scores_gemma":[0.010305153,0.0003915898,0.0003912346,0.0017653704,0.0008036623,0.0023098763,0.0018870278,0.000659593,0.00034617423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020042364,0.00037016143,0.022739945,0.00062844856,0.00026629557,0.00085211534,0.0007376888,0.11442932,0.119683236,0.009417227,0.005698681,0.7231727],"study_design_scores_gemma":[0.00006471596,0.0003450391,0.0039994693,0.000016464961,0.000063729894,0.00097166566,0.00015045033,0.95549023,0.032534838,0.0047455914,0.0015848536,0.000032922464],"about_ca_topic_score_codex":0.0009822082,"about_ca_topic_score_gemma":0.0011264263,"teacher_disagreement_score":0.0020437022,"about_ca_system_score_codex":0.0007627361,"about_ca_system_score_gemma":0.0006481749,"threshold_uncertainty_score":0.0104852915},"labels":[],"label_agreement":null},{"id":"W1537172217","doi":"10.1109/mahss.2005.1542881","title":"MAC layer security of 802.15.4-compliant networks","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Computer network; PHY; Layer (electronics); Physical layer; Computer security; MAC address; Application layer; Wireless; Telecommunications; Operating system; Software","score_opus":0.015484743783174267,"score_gpt":0.24472526054543436,"score_spread":0.2292405167622601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537172217","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22252794,0.043517005,0.6394511,0.008914201,0.0024311352,0.0006597496,0.00018756531,0.0016105672,0.0807007],"genre_scores_gemma":[0.9263124,0.011202309,0.05051461,0.0013056077,0.00077406655,0.00034075676,0.00016004949,0.00008014286,0.0093101235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997801,0.000665767,0.000251361,0.0001428007,0.0008342748,0.00030480654],"domain_scores_gemma":[0.9976065,0.00077303645,0.00058877526,0.00048247646,0.000481085,0.0000681563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003439483,0.0007428295,0.00051109784,0.0008961637,0.0012976403,0.0033041947,0.0010794691,0.0016272382,0.0012002907],"category_scores_gemma":[0.0062497826,0.00051576516,0.0004560348,0.0006015489,0.001373902,0.0030406888,0.0016462088,0.001365203,0.00035247288],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005692959,0.00019151838,0.008493992,0.0010121008,0.00022869806,0.0024661575,0.0022537056,0.065313995,0.06888054,0.5999792,0.012834278,0.23777652],"study_design_scores_gemma":[0.00010095453,0.0010332569,0.010277637,0.0015418183,0.00049242924,0.005051461,0.0012066353,0.34933174,0.084655136,0.27067757,0.275289,0.00034233998],"about_ca_topic_score_codex":0.0008402682,"about_ca_topic_score_gemma":0.0004599127,"teacher_disagreement_score":0.003439483,"about_ca_system_score_codex":0.0009392071,"about_ca_system_score_gemma":0.0009252769,"threshold_uncertainty_score":0.018189967},"labels":[],"label_agreement":null},{"id":"W1542267585","doi":"10.1007/978-0-387-49690-0_18","title":"Multicast Group Authentication","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Multicast; Computer network; Computer science; Source-specific multicast; IP multicast; Network packet; Secure multicast; Pragmatic General Multicast; Xcast; Authentication (law); Protocol Independent Multicast; Message authentication code; The Internet; Reliable multicast; Computer security; Cryptography; Operating system","score_opus":0.03755262503322707,"score_gpt":0.2603517351278372,"score_spread":0.22279911009461015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542267585","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008637748,0.004545958,0.61334485,0.0015949535,0.001762823,0.0004302604,0.0003213957,0.0036264143,0.3657355],"genre_scores_gemma":[0.1825665,0.005970249,0.21438015,0.00097621727,0.0009689404,0.00054953084,0.0012218612,0.0008080134,0.59255856],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995851,0.00008088966,0.000017511858,0.0000657851,0.00020490286,0.000045770485],"domain_scores_gemma":[0.9995486,0.000109460685,0.000023543033,0.00018562464,0.00011471272,0.000017925582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039771153,0.00076096784,0.00045218004,0.0009121274,0.00091951905,0.001186926,0.00088899845,0.0010692327,0.021453623],"category_scores_gemma":[0.0011173259,0.0003093893,0.00035239125,0.0008718104,0.00061110436,0.0024599277,0.0016341615,0.0012441641,0.012518573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012098406,0.00009244343,0.00015522356,0.00020950596,0.000014623717,0.00016224668,0.00041069515,0.0026754395,0.013109027,0.34652162,0.094535455,0.5419926],"study_design_scores_gemma":[0.000028573344,0.00011474213,0.0003106727,0.00020898913,0.00004549976,0.001112998,0.00019148224,0.035475224,0.028940124,0.19460543,0.7389245,0.000041740426],"about_ca_topic_score_codex":0.00031621254,"about_ca_topic_score_gemma":0.00045532608,"teacher_disagreement_score":0.021453623,"about_ca_system_score_codex":0.00065884466,"about_ca_system_score_gemma":0.00048932934,"threshold_uncertainty_score":0.071769476},"labels":[],"label_agreement":null},{"id":"W1544588077","doi":"10.1007/978-3-642-14785-2_12","title":"Data Aggregation Integrity Based on Homomorphic Primitives in Sensor Networks","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Homomorphic encryption; Base station; Computer network; Node (physics); Wireless sensor network; Key (lock); Payload (computing); Scheme (mathematics); Message authentication code; Data aggregator; Public-key cryptography; Hash function; Computation; Aggregate (composite); Data integrity; Distributed computing; Encryption; Computer security; Cryptography; Network packet; Algorithm","score_opus":0.033157265553286686,"score_gpt":0.2631973923589797,"score_spread":0.23004012680569302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544588077","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03254516,0.0020129343,0.9488831,0.00062517554,0.00023367742,0.00009791858,0.00008019955,0.0010908393,0.014430964],"genre_scores_gemma":[0.7487788,0.0026307602,0.23426382,0.000255268,0.00042542172,0.00023464508,0.00024350226,0.000354113,0.012813779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99715567,0.0007807443,0.00020335395,0.0003301894,0.00133935,0.00019072753],"domain_scores_gemma":[0.9955746,0.0015820203,0.00023581127,0.0021630172,0.0003717021,0.000072885305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022972375,0.00057317526,0.0011095924,0.0007575639,0.00086791354,0.002726569,0.0014908101,0.0009669173,0.0018807718],"category_scores_gemma":[0.0043803398,0.0007192841,0.0005906589,0.0013648837,0.0027785313,0.006659698,0.0028573438,0.0035008395,0.0005500548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033617174,0.00010927994,0.00047867454,0.0002528403,0.000048889146,0.0002334242,0.0004930187,0.0269625,0.011626158,0.7913275,0.004904538,0.16322713],"study_design_scores_gemma":[0.00005896372,0.00015039189,0.00036394148,0.00007313526,0.00005031064,0.0006486811,0.00012250047,0.23488285,0.03004559,0.7187354,0.014823055,0.000045249984],"about_ca_topic_score_codex":0.00019135154,"about_ca_topic_score_gemma":0.00013371358,"teacher_disagreement_score":0.002726569,"about_ca_system_score_codex":0.0007802611,"about_ca_system_score_gemma":0.00084336684,"threshold_uncertainty_score":0.012149096},"labels":[],"label_agreement":null},{"id":"W1565192079","doi":"10.1007/978-3-540-49823-0_22","title":"Logarithmic Keying of Communication Networks","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Logarithm; Computer network; Keying; Process (computing); Scheme (mathematics); Encryption; Telecommunications network; Distributed computing; Theoretical computer science; Telecommunications; Mathematics","score_opus":0.013361628019444363,"score_gpt":0.23051941136705068,"score_spread":0.21715778334760633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565192079","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027127273,0.027813468,0.637094,0.0053560683,0.0024788065,0.000113534414,0.0005173894,0.0009682136,0.29853135],"genre_scores_gemma":[0.7395467,0.024590075,0.077441685,0.0011063954,0.0030997135,0.00034330666,0.000523158,0.00044233582,0.15290663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952996,0.00014683102,0.000025841271,0.000080822276,0.00015675086,0.000059701615],"domain_scores_gemma":[0.9991291,0.00044203887,0.00006412146,0.00021409093,0.00010455085,0.0000461265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005716888,0.0009338768,0.00068398914,0.0008634269,0.0005602762,0.0020310122,0.0007364471,0.00063653116,0.010902867],"category_scores_gemma":[0.002996381,0.00029719048,0.0003134084,0.0016773336,0.0018596126,0.0040977043,0.0012523553,0.0024518813,0.0029682766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006007723,0.00001388941,0.000044301003,0.00013578024,0.0000060979414,0.00002937955,0.000067417226,0.0040667583,0.0018690994,0.93155026,0.010070984,0.052085932],"study_design_scores_gemma":[0.000017658285,0.000020955418,0.000070233684,0.000031032752,0.000005730581,0.000080069825,0.000019560466,0.010359464,0.0008067354,0.96281207,0.025767861,0.000008580572],"about_ca_topic_score_codex":0.00029979605,"about_ca_topic_score_gemma":0.00021878355,"teacher_disagreement_score":0.010902867,"about_ca_system_score_codex":0.001572841,"about_ca_system_score_gemma":0.0005531773,"threshold_uncertainty_score":0.03647369},"labels":[],"label_agreement":null},{"id":"W1570520158","doi":"","title":"Self-Healing Group Key Distribution","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Key (lock); Key distribution; Feature (linguistics); Self-healing; Overhead (engineering); Collusion; Group key; Network packet; Distributed computing; Algorithm; Computer network; Computer security; Public-key cryptography; Encryption","score_opus":0.008529771829088656,"score_gpt":0.22280058893990373,"score_spread":0.21427081711081508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570520158","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0148314815,0.00033470194,0.9825597,0.0001870592,0.00007873252,0.00007640602,0.000017106302,0.00033888445,0.0015759852],"genre_scores_gemma":[0.6133473,0.000640656,0.3792713,0.00030794684,0.00017017238,0.00019937636,0.000107036074,0.00009549174,0.005860816],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987036,0.00029036182,0.0000617115,0.00024651995,0.0005874735,0.00011039342],"domain_scores_gemma":[0.99825007,0.0004380336,0.00022343696,0.00068309467,0.00032994925,0.000075245574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093193655,0.0003353428,0.00072302204,0.00078431313,0.0005931075,0.0007499069,0.0017544607,0.0006837395,0.0018566384],"category_scores_gemma":[0.0020946157,0.00022922046,0.00045488816,0.0007676182,0.000850513,0.0025919555,0.0017992108,0.00095212914,0.0005946023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081580767,0.00028299508,0.0014525021,0.00049193186,0.00014030516,0.00033781974,0.00084364007,0.04951462,0.13653724,0.22851528,0.005741153,0.5753267],"study_design_scores_gemma":[0.00025050555,0.00066909805,0.00081327296,0.00006295106,0.000082811,0.0018501806,0.00030092048,0.7178379,0.12727988,0.09877126,0.05195935,0.000121896795],"about_ca_topic_score_codex":0.00013200774,"about_ca_topic_score_gemma":0.000114987844,"teacher_disagreement_score":0.0018566384,"about_ca_system_score_codex":0.00048400936,"about_ca_system_score_gemma":0.00036278903,"threshold_uncertainty_score":0.0062110424},"labels":[],"label_agreement":null},{"id":"W1574120770","doi":"10.1007/978-3-540-73275-4_5","title":"Key Establishment in Heterogeneous Self-organized Networks","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Key (lock); Wireless ad hoc network; Protocol (science); Computer security; Computer network; Key management; Mobile ad hoc network; Distributed computing; Vehicular ad hoc network; Cryptography; Telecommunications; Wireless","score_opus":0.0132632660495542,"score_gpt":0.23338506173699966,"score_spread":0.22012179568744547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574120770","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10689717,0.0028142964,0.87991786,0.00036219135,0.00017219181,0.00011428234,0.00008310119,0.00045421132,0.009184789],"genre_scores_gemma":[0.9484406,0.0011187436,0.04498491,0.00007412671,0.000072858566,0.000100586345,0.000116526506,0.000038579925,0.0050530694],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995271,0.0001318246,0.00003620571,0.00008301207,0.00013143772,0.00009045228],"domain_scores_gemma":[0.9984933,0.0009215883,0.0001257077,0.00025892322,0.00014040379,0.000060033894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008587247,0.00026342663,0.000648921,0.00044609906,0.0005592595,0.0011174562,0.0011504414,0.00055690674,0.001214863],"category_scores_gemma":[0.0026971984,0.00028228585,0.00019690488,0.00068824855,0.00061054085,0.00241055,0.0015518323,0.0006631779,0.00031647252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001017149,0.00016267113,0.0013471738,0.0006600256,0.0001315407,0.0008091793,0.0006869734,0.34227005,0.05738885,0.33896676,0.007179109,0.24938056],"study_design_scores_gemma":[0.00006724156,0.00012272026,0.00037303826,0.000031558735,0.000037458703,0.0003156537,0.000120568926,0.8609487,0.011412178,0.121236995,0.005309325,0.00002462184],"about_ca_topic_score_codex":0.0002510192,"about_ca_topic_score_gemma":0.00023689351,"teacher_disagreement_score":0.001214863,"about_ca_system_score_codex":0.00045608415,"about_ca_system_score_gemma":0.00028568401,"threshold_uncertainty_score":0.004541397},"labels":[],"label_agreement":null},{"id":"W1578200831","doi":"10.1007/978-3-642-16023-3_15","title":"On Applicability of Random Graphs for Modeling Random Key Predistribution for Wireless Sensor Networks","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Random graph; Computer science; Wireless sensor network; Random geometric graph; Theoretical computer science; Graph theory; Key (lock); Random function; Graph; Random variable; Mathematics; Computer network; Line graph; Computer security; Voltage graph; Combinatorics","score_opus":0.013853016860318623,"score_gpt":0.24107941586438034,"score_spread":0.22722639900406172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578200831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006533513,0.0013781341,0.985338,0.00058031763,0.00015602542,0.000070290764,0.00015791414,0.00024173871,0.0055440455],"genre_scores_gemma":[0.65881765,0.012659244,0.30136222,0.001137798,0.0010777083,0.000734252,0.00085176167,0.0010661065,0.022293277],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985726,0.0008383316,0.000059158207,0.00019157756,0.00022926253,0.00010904607],"domain_scores_gemma":[0.99208987,0.0065317014,0.00039065556,0.0004563982,0.00040364446,0.00012780786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029483961,0.0021644784,0.0017892997,0.0014421495,0.0006359845,0.0015138901,0.0029747495,0.0021811125,0.0032562409],"category_scores_gemma":[0.013132638,0.0009417484,0.0018584677,0.0015931354,0.001878379,0.0031199001,0.0014017532,0.0027518624,0.00073844823],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002220346,0.000024138364,0.00017648262,0.000071892304,0.0000358514,0.00006372792,0.000049037837,0.82199734,0.00047475312,0.16775885,0.0017380527,0.0075876615],"study_design_scores_gemma":[0.0000033405724,0.0000055930186,0.000027244332,0.000008613498,0.000007449152,0.000012721175,0.000005599584,0.94368273,0.000059444705,0.055739965,0.00043963984,0.000007707877],"about_ca_topic_score_codex":0.007344485,"about_ca_topic_score_gemma":0.006238001,"teacher_disagreement_score":0.007344485,"about_ca_system_score_codex":0.0016228603,"about_ca_system_score_gemma":0.0008225223,"threshold_uncertainty_score":0.0155928135},"labels":[],"label_agreement":null},{"id":"W1595266361","doi":"10.1007/978-3-540-30564-4_20","title":"Product Construction of Key Distribution Schemes for Sensor Networks","year":2004,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Wireless sensor network; Resilience (materials science); Key (lock); Distributed computing; Scheme (mathematics); Key distribution in wireless sensor networks; Computer network; Wireless; Topology (electrical circuits); Wireless network; Computer security; Telecommunications; Mathematics","score_opus":0.012087056394414063,"score_gpt":0.2311671063067042,"score_spread":0.21908004991229013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595266361","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023325019,0.00050739653,0.9675724,0.00035986508,0.00009728693,0.0001353247,0.00016773597,0.0004194909,0.007415479],"genre_scores_gemma":[0.48119092,0.00113844,0.49574357,0.00025731666,0.00023423227,0.0005448352,0.000974319,0.0004164685,0.019499943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99731004,0.0009602718,0.00018735367,0.0003980529,0.0008698583,0.00027439144],"domain_scores_gemma":[0.99475116,0.002454666,0.00028710326,0.0017730437,0.0005366039,0.0001974284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029305278,0.00094847626,0.0012688973,0.000821789,0.00087013317,0.002080244,0.0016836774,0.0010114821,0.0055145775],"category_scores_gemma":[0.005584806,0.0009126163,0.0011591221,0.0016891033,0.001700262,0.0061978134,0.0040955506,0.0027108209,0.0015583824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048477532,0.00012976684,0.00036894964,0.00028978166,0.00006438091,0.00009365321,0.00029922722,0.0241682,0.00905931,0.8410239,0.00807402,0.11594405],"study_design_scores_gemma":[0.000108765205,0.00028821494,0.00024128245,0.000057359528,0.00006262877,0.0004083204,0.00005936867,0.14852728,0.01595694,0.81637937,0.017862037,0.000048432288],"about_ca_topic_score_codex":0.00018505627,"about_ca_topic_score_gemma":0.00019346904,"teacher_disagreement_score":0.0055145775,"about_ca_system_score_codex":0.0010388483,"about_ca_system_score_gemma":0.0011128273,"threshold_uncertainty_score":0.018448174},"labels":[],"label_agreement":null},{"id":"W1602236660","doi":"","title":"Survey on Security in Wireless Sensor","year":2008,"lang":"en","type":"article","venue":"Information Security and Cryptology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Computer security; Key distribution in wireless sensor networks; Authentication (law); Computer network; Key management; Wireless network; Key (lock); Wireless; Cryptography; Telecommunications","score_opus":0.018168741478322203,"score_gpt":0.23917082835697892,"score_spread":0.22100208687865672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602236660","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026363763,0.91403425,0.035386685,0.005066191,0.0020322516,0.00009383369,0.00013315349,0.00011900827,0.040498346],"genre_scores_gemma":[0.024590367,0.95043117,0.013183327,0.0018309094,0.0031476503,0.00011608288,0.00024414848,0.00003383886,0.0064225597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820924,0.00047718588,0.00019865412,0.00020827808,0.0007695901,0.00013714096],"domain_scores_gemma":[0.9969958,0.0020258073,0.0001392028,0.00019487304,0.00056670874,0.00007762677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016800674,0.0012961945,0.0015105589,0.0033649555,0.0010732587,0.0023363037,0.0012707157,0.0019905164,0.0039762543],"category_scores_gemma":[0.0033601248,0.0005833716,0.00064701,0.0069420235,0.0015986315,0.005629056,0.0011329629,0.0022351693,0.001719811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009773138,0.00013021579,0.0014377345,0.005989041,0.000094124065,0.00047800853,0.00039539335,0.006981891,0.0015088083,0.21675687,0.07417662,0.6919536],"study_design_scores_gemma":[0.00001793407,0.00018403742,0.0013198266,0.0031112595,0.00007592746,0.0018270077,0.00028077478,0.0066382904,0.0009925665,0.1227955,0.862697,0.000059831167],"about_ca_topic_score_codex":0.00095902936,"about_ca_topic_score_gemma":0.0006968935,"teacher_disagreement_score":0.0039762543,"about_ca_system_score_codex":0.0011825147,"about_ca_system_score_gemma":0.0013771837,"threshold_uncertainty_score":0.013301909},"labels":[],"label_agreement":null},{"id":"W1695785650","doi":"10.1007/978-3-642-04383-3_18","title":"On the Trade-Off between User-Location Privacy and Queried-Location Privacy in Wireless Sensor Networks","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Privacy protection; Privacy software; Wireless sensor network; Information privacy; Computer network; Computer security; Internet privacy","score_opus":0.017104995809997643,"score_gpt":0.24103196454377052,"score_spread":0.22392696873377288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1695785650","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06084339,0.019478368,0.86956716,0.014131154,0.0005139272,0.00016931818,0.00036947627,0.00027105756,0.03465627],"genre_scores_gemma":[0.85794,0.014717933,0.112981424,0.0014783931,0.0012666995,0.00024571424,0.0002565337,0.0003109474,0.01080241],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9843277,0.008511978,0.00073087437,0.0016528483,0.0036491165,0.0011275016],"domain_scores_gemma":[0.91873294,0.07196692,0.0016900853,0.005584382,0.0015245362,0.0005010261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015962597,0.0014794264,0.0033505396,0.0011115739,0.0019561576,0.007264961,0.0047977413,0.0048152655,0.004944996],"category_scores_gemma":[0.04937491,0.0015902102,0.0014328565,0.0036042794,0.008910798,0.027558463,0.006541889,0.0077179307,0.0006976786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076800433,0.000106480446,0.0016422753,0.00060480356,0.0001500713,0.000265912,0.0006604927,0.1471049,0.0031880958,0.76510036,0.0052402844,0.07516836],"study_design_scores_gemma":[0.000053252337,0.00012791736,0.0004712866,0.00013398365,0.00006492733,0.00040609855,0.00021149444,0.2828781,0.0016726678,0.7108792,0.003051448,0.00004956516],"about_ca_topic_score_codex":0.0011213789,"about_ca_topic_score_gemma":0.0013733938,"teacher_disagreement_score":0.015962597,"about_ca_system_score_codex":0.0042395513,"about_ca_system_score_gemma":0.0015255241,"threshold_uncertainty_score":0.08441931},"labels":[],"label_agreement":null},{"id":"W1722893958","doi":"10.1002/sec.1143","title":"Conference key establishment protocol using a multivariate polynomial and its applications","year":2014,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Polynomial; Key (lock); Protocol (science); Overhead (engineering); Theoretical computer science; Key exchange; Secret sharing; Public-key cryptography; Computer network; Cryptography; Algorithm; Computer security; Mathematics; Operating system; Encryption","score_opus":0.02154224908371008,"score_gpt":0.2765094468599464,"score_spread":0.25496719777623633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1722893958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09596092,0.0011724667,0.89237124,0.0008225711,0.00013986941,0.0001302368,0.0000866972,0.000602914,0.008713112],"genre_scores_gemma":[0.91418815,0.00075376505,0.0810432,0.00007387261,0.000106928535,0.00008319515,0.00009018062,0.000029555114,0.0036312544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988814,0.00031505452,0.00007721634,0.00021519221,0.00033053345,0.00018068471],"domain_scores_gemma":[0.9986727,0.00039956465,0.00026404724,0.0002980479,0.00023339718,0.00013226502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010264864,0.00031338542,0.0004968184,0.00056639203,0.00068443874,0.0008377974,0.00066420704,0.00065181556,0.0015654847],"category_scores_gemma":[0.0020343561,0.00018917587,0.00040837508,0.0013414628,0.0007415751,0.0020942679,0.0014990903,0.0011530163,0.0002724989],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010424163,0.00033189758,0.0035072677,0.0005312352,0.00010721057,0.0013831387,0.0009535738,0.10848467,0.11748781,0.56206566,0.0054350486,0.19867013],"study_design_scores_gemma":[0.00014063243,0.00047592266,0.0018416042,0.000037674028,0.00006751756,0.0020025708,0.00023953657,0.8213853,0.05190405,0.08303376,0.038748436,0.0001229023],"about_ca_topic_score_codex":0.0007922718,"about_ca_topic_score_gemma":0.0004465473,"teacher_disagreement_score":0.0015654847,"about_ca_system_score_codex":0.0010716644,"about_ca_system_score_gemma":0.0007617079,"threshold_uncertainty_score":0.0077754855},"labels":[],"label_agreement":null},{"id":"W1898035851","doi":"10.1002/sec.726","title":"Password-authenticated cluster-based group key agreement for smart grid communication","year":2013,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Group key; Forward secrecy; Password; Communication in small groups; Key (lock); Secrecy; Computer security; Key-agreement protocol; Protocol (science); Scheme (mathematics); Key exchange; Computer network; Context (archaeology); Secure communication; Key management; Cryptography; Public-key cryptography; Key distribution; Encryption","score_opus":0.01207036177802322,"score_gpt":0.22780695402945325,"score_spread":0.21573659225143002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898035851","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016468318,0.00055364595,0.9778848,0.00028275474,0.00011366487,0.00028905127,0.00007054356,0.0007416258,0.0035956549],"genre_scores_gemma":[0.7988875,0.0007074406,0.19326237,0.00015708755,0.00010333155,0.00054116105,0.00029306996,0.00007670496,0.00597131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974057,0.001155862,0.00019869042,0.0003197544,0.00070885394,0.00021115075],"domain_scores_gemma":[0.99781847,0.0005917177,0.00039014115,0.00079411303,0.0002927651,0.00011285949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024226108,0.0005408822,0.00064994284,0.000799197,0.0012576046,0.0010806817,0.0017805768,0.0012691341,0.0031512026],"category_scores_gemma":[0.004332627,0.00030906443,0.00045224038,0.001786983,0.0017240503,0.0032915901,0.0027433294,0.0012823043,0.0012695743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015329248,0.00020408165,0.0011738237,0.0007947164,0.00015971746,0.0008926591,0.0010701709,0.14945391,0.03649584,0.59115934,0.011724546,0.20533828],"study_design_scores_gemma":[0.00031180875,0.00054924225,0.0006733745,0.00010990693,0.00011021414,0.0007518573,0.00022356935,0.7396812,0.025522755,0.19368957,0.038218427,0.00015804592],"about_ca_topic_score_codex":0.00070557906,"about_ca_topic_score_gemma":0.00077153835,"teacher_disagreement_score":0.0031512026,"about_ca_system_score_codex":0.0012712901,"about_ca_system_score_gemma":0.0016490419,"threshold_uncertainty_score":0.012812197},"labels":[],"label_agreement":null},{"id":"W1925165765","doi":"10.1002/sec.375","title":"Energy efficiency of encryption schemes applied to wireless sensor networks","year":2011,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Block cipher mode of operation; Stream cipher; Cipher; Block cipher; Cryptography; Encryption; Efficient energy use; CBC-MAC; Triple DES; Computer network; Computer engineering; Distributed computing; Algorithm; Computer security; Engineering","score_opus":0.014697964721562875,"score_gpt":0.21356445385698455,"score_spread":0.19886648913542168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925165765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73014647,0.0017914128,0.26166114,0.00031975808,0.00008997361,0.00009101197,0.000082996885,0.00024273702,0.00557446],"genre_scores_gemma":[0.988664,0.00028466008,0.010456681,0.0000114701825,0.000004292753,0.00001855976,0.000029180897,0.000014710823,0.0005165723],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988808,0.00046990172,0.0000627396,0.00006086465,0.00043206263,0.0000936568],"domain_scores_gemma":[0.99733764,0.0017472887,0.00023623562,0.00038447834,0.00027144334,0.000022901797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015367175,0.00041015883,0.000422875,0.0006216431,0.00024958732,0.0006073247,0.0004813165,0.0003974775,0.0009986627],"category_scores_gemma":[0.005395895,0.00016840127,0.0003364046,0.0006417619,0.00045681573,0.0013231862,0.0005624461,0.00024312922,0.00016875747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000496853,0.00008989398,0.003150554,0.00014218349,0.000063452935,0.0000904571,0.00004801973,0.89229405,0.027585635,0.027602041,0.0003270849,0.04810981],"study_design_scores_gemma":[0.000016044698,0.00013681634,0.00062677055,0.0000106963835,0.000013992099,0.00006192579,0.000018826919,0.97297806,0.021024115,0.0046443483,0.00046115273,0.0000072310227],"about_ca_topic_score_codex":0.00045179535,"about_ca_topic_score_gemma":0.00035511277,"teacher_disagreement_score":0.0015367175,"about_ca_system_score_codex":0.0008169148,"about_ca_system_score_gemma":0.0004293523,"threshold_uncertainty_score":0.008127034},"labels":[],"label_agreement":null},{"id":"W1957358593","doi":"10.1109/jproc.2016.2558521","title":"A Survey on Wireless Security: Technical Challenges, Recent Advances, and Future Trends","year":2016,"lang":"en","type":"article","venue":"Proceedings of the IEEE","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Eavesdropping; Wireless network; Wireless; Wireless security; Wireless Transport Layer Security; Node (physics); Key (lock); Open research; Network security","score_opus":0.020031966638909146,"score_gpt":0.24501273505983198,"score_spread":0.22498076842092285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957358593","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012310977,0.97419965,0.008521099,0.0034592862,0.0013247905,0.000034026725,0.000068383786,0.0000760789,0.011085641],"genre_scores_gemma":[0.004859909,0.98656833,0.0037451512,0.000859431,0.0014591243,0.000027884867,0.00014135642,0.000016355596,0.002322414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988236,0.0002680398,0.00015834843,0.00014471401,0.00050334685,0.00010203424],"domain_scores_gemma":[0.996507,0.002288971,0.00023516349,0.00012996428,0.00070878584,0.00012999303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020084183,0.0011857818,0.0010767345,0.0030251269,0.0006274099,0.0024355764,0.0011849548,0.0017173077,0.006864581],"category_scores_gemma":[0.0037817908,0.0005301572,0.00048069295,0.0050110044,0.000984202,0.0076264804,0.0012763907,0.0023830736,0.0031401273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055891134,0.000059867587,0.00095237786,0.0075293216,0.000041951367,0.00020036013,0.00020091023,0.0014181156,0.0016843182,0.027911693,0.04726484,0.9126804],"study_design_scores_gemma":[0.000007980435,0.00017323263,0.0012324922,0.005388929,0.000057895482,0.0013581264,0.00045959436,0.0023495755,0.0006844636,0.015841043,0.9723849,0.00006172754],"about_ca_topic_score_codex":0.0008423517,"about_ca_topic_score_gemma":0.0011475092,"teacher_disagreement_score":0.006864581,"about_ca_system_score_codex":0.00084275316,"about_ca_system_score_gemma":0.0014912353,"threshold_uncertainty_score":0.022964299},"labels":[],"label_agreement":null},{"id":"W1964302786","doi":"10.1155/2013/232798","title":"A Multipath Routing Approach for Secure and Reliable Data Delivery in Wireless Sensor Networks","year":2013,"lang":"en","type":"article","venue":"International Journal of Distributed Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer network; Multipath routing; Encryption; Wireless sensor network; Network packet; Node (physics); Reliability (semiconductor); Routing (electronic design automation); Disjoint sets; Data security; Routing protocol; Distributed computing; Dynamic Source Routing","score_opus":0.021250708127781046,"score_gpt":0.2536056541625801,"score_spread":0.23235494603479903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964302786","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018139584,0.0020341598,0.9769688,0.00032265543,0.0001156045,0.000117568765,0.000038224578,0.00067018473,0.0015932977],"genre_scores_gemma":[0.44345194,0.0031226373,0.54889655,0.00012418293,0.0001149267,0.0002671272,0.00009794455,0.00010916108,0.0038154128],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991605,0.00023756153,0.000059353013,0.00009099428,0.00038128527,0.00007039611],"domain_scores_gemma":[0.99908185,0.00029998858,0.0001392762,0.00021491807,0.000225979,0.000038080718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010468519,0.0006148609,0.00050719694,0.00094232545,0.0007849763,0.0006903767,0.000992459,0.0005486693,0.00085855165],"category_scores_gemma":[0.0023207446,0.00030321875,0.00063949544,0.0008546354,0.0005401933,0.0013328753,0.0011390466,0.0007557397,0.00027654786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004273294,0.000084446605,0.0010880253,0.00051454996,0.00026721958,0.0005031839,0.00035733165,0.39630634,0.10971147,0.07216086,0.003293434,0.4152858],"study_design_scores_gemma":[0.00006178603,0.0011524709,0.0007281795,0.0000808038,0.00022297607,0.0017501708,0.00013489043,0.8724953,0.05400668,0.035221167,0.0340097,0.0001359309],"about_ca_topic_score_codex":0.00068128214,"about_ca_topic_score_gemma":0.0012676216,"teacher_disagreement_score":0.0010468519,"about_ca_system_score_codex":0.00073100335,"about_ca_system_score_gemma":0.0009716835,"threshold_uncertainty_score":0.005536318},"labels":[],"label_agreement":null},{"id":"W1972431037","doi":"10.1155/2013/565076","title":"Secure and Energy-Efficient Data Collection in Wireless Sensor Networks","year":2013,"lang":"en","type":"article","venue":"International Journal of Distributed Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Wireless sensor network; Computer network; Data collection; Computer security; Telecommunications","score_opus":0.012528242036545262,"score_gpt":0.23970387562142956,"score_spread":0.2271756335848843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972431037","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06990473,0.0026871604,0.92156416,0.0011526501,0.0002001539,0.00009493542,0.0001122979,0.00047282496,0.0038111347],"genre_scores_gemma":[0.9333129,0.0015154196,0.061035436,0.00012252474,0.00010570575,0.00008947514,0.0001155365,0.00006349913,0.0036395625],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985862,0.00025440857,0.00013113591,0.00017724506,0.00072160736,0.00012943012],"domain_scores_gemma":[0.9976993,0.0011330491,0.00025845098,0.0005132785,0.00034465903,0.000051259674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013477299,0.0004911637,0.0007275895,0.00070837006,0.0008341176,0.0012499695,0.0011019097,0.0007576997,0.0011487621],"category_scores_gemma":[0.004006756,0.0004883717,0.00035057578,0.0010699217,0.0011309545,0.0025026558,0.0017031602,0.0008732895,0.00039107632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009808668,0.00032229614,0.003111519,0.00059668673,0.00014839582,0.0004441875,0.00045684227,0.47933775,0.08612253,0.14981866,0.0049930797,0.27366716],"study_design_scores_gemma":[0.0000339667,0.00012222701,0.0007149661,0.000032727665,0.000036142643,0.0002952946,0.000104871746,0.89844465,0.030081432,0.06609413,0.004016399,0.000023151506],"about_ca_topic_score_codex":0.00053696893,"about_ca_topic_score_gemma":0.00086159987,"teacher_disagreement_score":0.0013477299,"about_ca_system_score_codex":0.0006407513,"about_ca_system_score_gemma":0.00093900715,"threshold_uncertainty_score":0.007127583},"labels":[],"label_agreement":null},{"id":"W1972777088","doi":"10.1145/2815317.2815323","title":"Recommendations for IPsec Configuration on Homenet and M2M Devices","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada)","funders":"","keywords":"IPsec; Computer science; Quality of service; Encryption; Computer network; Upload; Wireless; Computer security; Operating system; The Internet","score_opus":0.0786945973955798,"score_gpt":0.3158876158787709,"score_spread":0.2371930184831911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972777088","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040104833,0.02612321,0.3675163,0.11529682,0.012494635,0.0066088983,0.008922041,0.05329601,0.36963728],"genre_scores_gemma":[0.16249493,0.019553147,0.6445453,0.014026741,0.0020758556,0.00401974,0.009900002,0.0067819543,0.13660231],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951644,0.0013926757,0.0007120034,0.00032443073,0.0019156935,0.0004908237],"domain_scores_gemma":[0.9719733,0.0055743055,0.0012332659,0.0041994443,0.0149371335,0.0020824715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006297671,0.0018385359,0.0008729171,0.0026326792,0.0013757921,0.003202911,0.0045048115,0.005100595,0.05019883],"category_scores_gemma":[0.026298845,0.001277658,0.00067639543,0.0024667624,0.0006924866,0.00783794,0.0015635869,0.0035096717,0.033700276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004795741,0.0005643798,0.0056607644,0.001280309,0.000055540735,0.00063659827,0.00035762668,0.010480368,0.017955378,0.014101104,0.56061035,0.38781798],"study_design_scores_gemma":[0.00037885678,0.00030986156,0.008024312,0.0032314055,0.00013260826,0.0007287656,0.0014101738,0.020149786,0.026102828,0.022987172,0.91623664,0.00030762],"about_ca_topic_score_codex":0.006454811,"about_ca_topic_score_gemma":0.011403364,"teacher_disagreement_score":0.05019883,"about_ca_system_score_codex":0.0017419967,"about_ca_system_score_gemma":0.0029202881,"threshold_uncertainty_score":0.1679318},"labels":[],"label_agreement":null},{"id":"W1972820158","doi":"10.1155/2012/793194","title":"On Optimal Antijamming Strategies in Sensor Networks","year":2012,"lang":"en","type":"article","venue":"International Journal of Distributed Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; National High-tech Research and Development Program; Beihang University; National Natural Science Foundation of China; Federation for the Humanities and Social Sciences","keywords":"Jamming; Computer science; Nash equilibrium; Wireless sensor network; Computer network; Channel (broadcasting); Wireless; Game theory; Strategy; Dominance (genetics); Wireless network; Best response; Computer security; Telecommunications; Mathematical optimization","score_opus":0.01244685736556535,"score_gpt":0.26597903598105743,"score_spread":0.2535321786154921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972820158","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15887679,0.0014866891,0.81787765,0.0012491908,0.00008859216,0.00021382877,0.00010927201,0.00016264939,0.01993534],"genre_scores_gemma":[0.94383603,0.0011823974,0.05165507,0.00021651582,0.00004439069,0.0001688153,0.000059575817,0.000059571274,0.0027776747],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981665,0.0010745529,0.000070113456,0.00015355795,0.00028265105,0.00025276534],"domain_scores_gemma":[0.99140644,0.0067937467,0.00066883396,0.00018483403,0.000621369,0.0003247334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033004864,0.0017766993,0.0014449174,0.0015924779,0.00096531934,0.0018671189,0.0014293683,0.0015100123,0.0022432865],"category_scores_gemma":[0.012106394,0.0007773304,0.00063200167,0.0010931222,0.0026865387,0.0028271878,0.0015258125,0.0011765162,0.00029611713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081875136,0.00004458301,0.00045192664,0.000068396774,0.000042167496,0.000053669064,0.00009135573,0.9248994,0.0010454732,0.064089686,0.0005729359,0.008558518],"study_design_scores_gemma":[0.000020175281,0.00006592088,0.000107116655,0.000016050124,0.000008240012,0.000016290349,0.000045174995,0.95979035,0.0002160834,0.03942535,0.00027923562,0.000010012972],"about_ca_topic_score_codex":0.0047347574,"about_ca_topic_score_gemma":0.003524403,"teacher_disagreement_score":0.0047347574,"about_ca_system_score_codex":0.0026356871,"about_ca_system_score_gemma":0.0021481793,"threshold_uncertainty_score":0.019123316},"labels":[],"label_agreement":null},{"id":"W1975084270","doi":"10.1109/cit.2012.82","title":"RC4-BHF: An Improved RC4-Based Hash Function","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge; University of Regina","funders":"","keywords":"Hash function; SHA-2; Computer science; RC4; Double hashing; MD5; Collision attack; MDC-2; Hash chain; Cryptographic hash function; Algorithm; Cryptography; Computer security; Stream cipher","score_opus":0.01746367228386223,"score_gpt":0.2369256776015787,"score_spread":0.21946200531771648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975084270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05287713,0.0059561958,0.9137709,0.0007453212,0.0013102663,0.00062007154,0.0011439342,0.009058582,0.014517587],"genre_scores_gemma":[0.5270937,0.0027520726,0.4314263,0.00090618635,0.000788264,0.00059799146,0.0049509606,0.0007366245,0.030747965],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99719256,0.00037316803,0.00021885625,0.0003309112,0.0013698182,0.00051477697],"domain_scores_gemma":[0.9959643,0.00048084345,0.00022403979,0.0013807187,0.0017788445,0.0001713597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015590778,0.0011228507,0.0015235535,0.0025347655,0.001338135,0.0013093094,0.0038693948,0.0018972876,0.0088403495],"category_scores_gemma":[0.0044280314,0.00052408705,0.0014293704,0.0025723942,0.00093402853,0.004571043,0.0022308785,0.0018839854,0.0058866916],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039176885,0.0003236382,0.004784931,0.0011380814,0.00034310936,0.0010086863,0.00038441565,0.052537274,0.08590893,0.042497605,0.03687402,0.7702816],"study_design_scores_gemma":[0.00065416616,0.002227778,0.004307678,0.00018658729,0.00048843905,0.0047698496,0.00026314065,0.504347,0.20727639,0.026538288,0.24818152,0.0007591508],"about_ca_topic_score_codex":0.0042893095,"about_ca_topic_score_gemma":0.0018986353,"teacher_disagreement_score":0.0088403495,"about_ca_system_score_codex":0.001446438,"about_ca_system_score_gemma":0.0022036897,"threshold_uncertainty_score":0.029573917},"labels":[],"label_agreement":null},{"id":"W1975996349","doi":"10.1145/2629661","title":"Broadcast-Enhanced Key Predistribution Schemes","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Key (lock); Computer network; Wireless sensor network; Distributed computing; Flexibility (engineering); Scheme (mathematics); Cryptography; Computer security","score_opus":0.011491183067597246,"score_gpt":0.23046777617426353,"score_spread":0.21897659310666628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975996349","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03390818,0.00110909,0.94349974,0.0010865305,0.00028971923,0.00040229707,0.00030225923,0.00060616486,0.018796142],"genre_scores_gemma":[0.7692342,0.0011451191,0.21414773,0.00059188437,0.00020259757,0.0006238519,0.0003330472,0.000087026914,0.013634621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99674976,0.00097479665,0.0002745513,0.00044697573,0.000994754,0.00055909384],"domain_scores_gemma":[0.993451,0.0022010307,0.000852359,0.0025773572,0.0006798139,0.00023843785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029118003,0.00069081923,0.00068395265,0.0010085611,0.001053877,0.0016559022,0.0023351437,0.0014920173,0.0039686286],"category_scores_gemma":[0.0072875456,0.000427513,0.000702317,0.0013811331,0.0026751754,0.0059713055,0.0039737397,0.0035323647,0.0011567165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003379198,0.00007379675,0.0004669296,0.00038077353,0.000043722295,0.00034552583,0.00088726066,0.01902155,0.016631529,0.9008202,0.003246034,0.057744693],"study_design_scores_gemma":[0.00030286043,0.00064337003,0.00079527235,0.00025160363,0.00013226879,0.002364082,0.0004269013,0.15418,0.045836255,0.6768244,0.11801639,0.0002265762],"about_ca_topic_score_codex":0.00034773542,"about_ca_topic_score_gemma":0.00022531493,"teacher_disagreement_score":0.0039686286,"about_ca_system_score_codex":0.001378163,"about_ca_system_score_gemma":0.00089649117,"threshold_uncertainty_score":0.015399277},"labels":[],"label_agreement":null},{"id":"W1979291092","doi":"10.1155/2011/893592","title":"Secure Clustering and Symmetric Key Establishment in Heterogeneous Wireless Sensor Networks","year":2010,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Wireless sensor network; Computer network; Node (physics); Key distribution in wireless sensor networks; Public-key cryptography; Dissemination; Key (lock); Key management; Cluster analysis; Authentication (law); Routing (electronic design automation); Distributed computing; Computer security; Wireless; Wireless network; Encryption; Telecommunications","score_opus":0.02007466059847063,"score_gpt":0.2561040856951653,"score_spread":0.23602942509669467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979291092","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07106341,0.0005696136,0.92574424,0.00027467686,0.000055902474,0.00010245215,0.000053196913,0.00024949314,0.0018870622],"genre_scores_gemma":[0.9307708,0.00035321718,0.06723141,0.000055259312,0.000036030106,0.0000900699,0.00010401277,0.000023771176,0.001335474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979188,0.0007212551,0.00016439141,0.00031766362,0.00065993535,0.0002180432],"domain_scores_gemma":[0.99764854,0.0007931196,0.0004570432,0.0007144189,0.00028640992,0.00010053828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020777064,0.00045188342,0.0007108282,0.0007962279,0.00095480494,0.0007963564,0.0014696277,0.0007652117,0.00061827956],"category_scores_gemma":[0.003900958,0.0003143789,0.00050585397,0.0011532755,0.0011468355,0.0025851363,0.002113347,0.00061956287,0.00029417107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007144248,0.00013445629,0.0015445239,0.00028871675,0.00013915848,0.0007931303,0.00044810175,0.6168659,0.044873234,0.21483456,0.0025674037,0.11679636],"study_design_scores_gemma":[0.00006595426,0.00015827143,0.00045193022,0.000012829899,0.000031438696,0.00026055708,0.00009259559,0.92376,0.012968254,0.059384562,0.0027780735,0.000035526253],"about_ca_topic_score_codex":0.0010242737,"about_ca_topic_score_gemma":0.00080363126,"teacher_disagreement_score":0.0020777064,"about_ca_system_score_codex":0.0011209431,"about_ca_system_score_gemma":0.0010817776,"threshold_uncertainty_score":0.010988116},"labels":[],"label_agreement":null},{"id":"W1983263809","doi":"10.4108/icst.valuetools2009.7629","title":"Simulation Modeling of Secure Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless sensor network; Computer science; Key distribution in wireless sensor networks; Computer network; Key (lock); Protocol (science); Network topology; Network simulation; Wireless; Wireless network; Mobile wireless sensor network; Extensibility; Distributed computing; Computer security; Telecommunications","score_opus":0.017439173153814994,"score_gpt":0.25326897084156674,"score_spread":0.23582979768775175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983263809","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03528838,0.0005076056,0.9529138,0.00041693938,0.00010051536,0.00018713881,0.0003363642,0.0009535523,0.009295673],"genre_scores_gemma":[0.75731564,0.0027434821,0.22812913,0.0001943257,0.000105276886,0.0007826619,0.0009145659,0.00026604856,0.009548883],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99926835,0.00028923718,0.000068162626,0.00008421593,0.00023299981,0.000057080877],"domain_scores_gemma":[0.9989943,0.0005549171,0.000101253056,0.00013536953,0.00016573265,0.00004843492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000900641,0.00073914987,0.00066155434,0.0005461112,0.00047519204,0.0009018286,0.0015980493,0.0007909743,0.0019721198],"category_scores_gemma":[0.0029843014,0.0003720217,0.00079034816,0.0005861508,0.0006034554,0.0015061853,0.0008640956,0.00088881125,0.00040360485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021122793,0.000016236912,0.0003621774,0.000032273994,0.000015932996,0.000056888726,0.00004511932,0.972546,0.0010866608,0.021744547,0.00024495285,0.0038281938],"study_design_scores_gemma":[0.000008251451,0.000011407979,0.000045400815,0.0000055031287,0.0000067725477,0.000015417696,0.000006564416,0.9928697,0.0005687217,0.0044143316,0.0020434638,0.0000044486924],"about_ca_topic_score_codex":0.003975195,"about_ca_topic_score_gemma":0.0021160184,"teacher_disagreement_score":0.003975195,"about_ca_system_score_codex":0.00071569136,"about_ca_system_score_gemma":0.0009844862,"threshold_uncertainty_score":0.007904112},"labels":[],"label_agreement":null},{"id":"W1983949005","doi":"10.1109/icc.2010.5502145","title":"An Analysis of Link Layer Encryption Schemes in Wireless Sensor Networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Physical layer; Computer network; Payload (computing); Initialization; Cryptography; Link layer; Block cipher mode of operation; Wireless sensor network; Encryption; Efficient energy use; Wireless; Computer security; Telecommunications; Engineering","score_opus":0.010883243261305717,"score_gpt":0.2627372148786853,"score_spread":0.25185397161737955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983949005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08548517,0.0034790277,0.8906813,0.0010352446,0.00014228986,0.00020200838,0.00013178134,0.00014537883,0.018697815],"genre_scores_gemma":[0.9123548,0.004542037,0.07443042,0.00018919361,0.00013120189,0.00024666675,0.00017762573,0.00009028595,0.007837738],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982095,0.0005600624,0.00007578457,0.0000947918,0.0008724955,0.0001873773],"domain_scores_gemma":[0.99597687,0.0023773154,0.00046271412,0.0004731638,0.00065956,0.000050403265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022909185,0.00076410885,0.0005481607,0.0010776981,0.0005383847,0.0011296021,0.0007021058,0.0007941081,0.0027543984],"category_scores_gemma":[0.009564972,0.00031667986,0.0007260996,0.0008981323,0.0008982813,0.0035665263,0.0007519069,0.0009472476,0.00053901214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009576812,0.000068901085,0.000780975,0.00029772436,0.000066321205,0.00014218224,0.000086700005,0.61405927,0.011241601,0.33159184,0.0012418416,0.040326856],"study_design_scores_gemma":[0.00000717642,0.00007393121,0.00038625448,0.0000412952,0.000017293793,0.00011863423,0.000019292107,0.95269316,0.0034532712,0.041377205,0.0017994702,0.000013029203],"about_ca_topic_score_codex":0.0005604001,"about_ca_topic_score_gemma":0.00039776275,"teacher_disagreement_score":0.0027543984,"about_ca_system_score_codex":0.0013564961,"about_ca_system_score_gemma":0.00076772354,"threshold_uncertainty_score":0.012115657},"labels":[],"label_agreement":null},{"id":"W1984179204","doi":"10.1007/s10623-012-9749-4","title":"A unified approach to combinatorial key predistribution schemes for sensor networks","year":2012,"lang":"en","type":"article","venue":"Designs Codes and Cryptography","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Key (lock); Computer science; Class (philosophy); Scheme (mathematics); Combinatorial design; Wireless sensor network; Theoretical computer science; Mathematics; Artificial intelligence; Computer network; Discrete mathematics; Computer security","score_opus":0.027292689026266175,"score_gpt":0.24677819362380077,"score_spread":0.2194855045975346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984179204","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020627188,0.00035598967,0.9890915,0.00022355853,0.00010663341,0.00005039908,0.000033940894,0.00006678308,0.008008421],"genre_scores_gemma":[0.28144643,0.003222495,0.6912857,0.00065056526,0.00068241364,0.00061823975,0.0002442001,0.0002525251,0.021597425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99794763,0.00069465116,0.00012367073,0.00023911336,0.0008211487,0.00017376465],"domain_scores_gemma":[0.99844736,0.00052277214,0.000106712745,0.0005348047,0.0003193121,0.00006899881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014751625,0.0011758258,0.0011280414,0.0017074302,0.0010140042,0.0030657141,0.0024039552,0.0015411017,0.005123413],"category_scores_gemma":[0.0039157327,0.000646203,0.0012881947,0.002167829,0.0024101748,0.004335473,0.00320248,0.0033060813,0.0014364389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021720816,0.00002335984,0.00003630285,0.00005477621,0.000014005648,0.00003772502,0.000052867555,0.037886124,0.0019343283,0.9390507,0.0012811762,0.019606885],"study_design_scores_gemma":[0.000016685115,0.000050675844,0.00004387637,0.000046373847,0.000018356988,0.00013096764,0.0000367944,0.32620195,0.001676581,0.6622318,0.009512062,0.000033889253],"about_ca_topic_score_codex":0.00059391756,"about_ca_topic_score_gemma":0.0011555402,"teacher_disagreement_score":0.005123413,"about_ca_system_score_codex":0.001864029,"about_ca_system_score_gemma":0.0017298145,"threshold_uncertainty_score":0.017139494},"labels":[],"label_agreement":null},{"id":"W1986199471","doi":"10.1016/j.adhoc.2010.07.007","title":"Computationally efficient mutual entity authentication in wireless sensor networks","year":2010,"lang":"en","type":"article","venue":"Ad Hoc Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mutual authentication; Wireless sensor network; Computer science; Computer network; Authentication (law); Computer security","score_opus":0.006386125073379109,"score_gpt":0.22667098378025546,"score_spread":0.22028485870687636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986199471","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048338104,0.0011121549,0.9434594,0.001284039,0.00017417665,0.00014748047,0.00014440274,0.00065057224,0.0046896427],"genre_scores_gemma":[0.889509,0.00060109084,0.10382423,0.00015166306,0.00013271603,0.00020426176,0.00025746992,0.000052993062,0.0052665384],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9939208,0.0028671126,0.00030286846,0.000496757,0.0017985095,0.00061400386],"domain_scores_gemma":[0.9888094,0.006949801,0.00090705964,0.0023395494,0.00079135486,0.00020295936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038760996,0.00065157213,0.0017563283,0.0008594475,0.0016924993,0.0025014265,0.002364741,0.0016642854,0.002431121],"category_scores_gemma":[0.01366182,0.00062080706,0.00050583226,0.001783871,0.0021291727,0.0068194605,0.004586543,0.0019705044,0.000623459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011651652,0.00027835518,0.00096713344,0.00028127115,0.00008487597,0.00027512287,0.00028380397,0.6450162,0.007872546,0.2104857,0.0075309803,0.12575881],"study_design_scores_gemma":[0.00003250658,0.000050548,0.00016089555,0.000009962806,0.000015666912,0.00008148613,0.00005129629,0.939461,0.0018785105,0.0567381,0.0015045018,0.000015561305],"about_ca_topic_score_codex":0.0019949991,"about_ca_topic_score_gemma":0.0027938983,"teacher_disagreement_score":0.0038760996,"about_ca_system_score_codex":0.001447546,"about_ca_system_score_gemma":0.0026207503,"threshold_uncertainty_score":0.02049905},"labels":[],"label_agreement":null},{"id":"W1989020533","doi":"10.1016/j.comcom.2012.03.010","title":"Research on secure data collection in wireless multimedia sensor networks","year":2012,"lang":"en","type":"article","venue":"Computer Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Computer network; Wireless sensor network; Adversary; Node (physics); Data collection; Routing (electronic design automation); Scheme (mathematics); Wireless; Efficient energy use; Computer security; Telecommunications","score_opus":0.18755455498471038,"score_gpt":0.3940740306678586,"score_spread":0.20651947568314824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989020533","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064352766,0.14576857,0.7075782,0.01251337,0.0015101642,0.00020373127,0.00014639589,0.00029722127,0.06762956],"genre_scores_gemma":[0.6546891,0.19148785,0.12571725,0.001575838,0.0030931954,0.00022953202,0.00030651048,0.00013903478,0.022761727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818146,0.00035018896,0.00011849627,0.00040669614,0.0008012221,0.0001419308],"domain_scores_gemma":[0.9931223,0.0041414574,0.0004131853,0.00071135425,0.0014780093,0.00013371273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023118737,0.0007097648,0.00087677414,0.0017820752,0.0008034348,0.0027518088,0.0014374822,0.0012682388,0.0036477055],"category_scores_gemma":[0.00846845,0.00046183914,0.0006413308,0.0035878513,0.0022471831,0.008609205,0.0010364619,0.00197083,0.00072748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017888243,0.00022477836,0.0025634714,0.0016448584,0.00010027393,0.00022754337,0.000615947,0.038082413,0.02021085,0.5492233,0.005271412,0.38165632],"study_design_scores_gemma":[0.00005687035,0.0004967911,0.0021062952,0.0007193951,0.00016044451,0.0009741982,0.0009514807,0.40199542,0.06307478,0.42876118,0.100602105,0.000100976795],"about_ca_topic_score_codex":0.0012283021,"about_ca_topic_score_gemma":0.00080257026,"teacher_disagreement_score":0.0036477055,"about_ca_system_score_codex":0.0020167246,"about_ca_system_score_gemma":0.001444934,"threshold_uncertainty_score":0.014632404},"labels":[],"label_agreement":null},{"id":"W1994588620","doi":"10.1145/1577222.1577262","title":"The cost of secure and reliable sensing in 802.15.4 networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer network; Computer science; Network packet; Key exchange; Key (lock); Message authentication code; Reliability (semiconductor); Node (physics); Authentication (law); Cluster (spacecraft); Protocol (science); Wireless sensor network; Computer security; Public-key cryptography; Cryptography; Encryption; Engineering","score_opus":0.007821627281543835,"score_gpt":0.22973352197004432,"score_spread":0.22191189468850048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994588620","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33902523,0.007510582,0.6114365,0.008528447,0.0004652987,0.00018914239,0.00029563872,0.0008691834,0.03168004],"genre_scores_gemma":[0.9703711,0.0011347831,0.026026864,0.00013486817,0.00007307162,0.000083252715,0.00006871674,0.00006032633,0.0020468892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99683654,0.0010935412,0.00010820452,0.00022736353,0.0013840145,0.00035023797],"domain_scores_gemma":[0.9922525,0.005471313,0.0006262323,0.00092686363,0.0005580901,0.00016505466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002592989,0.00090003107,0.00072644284,0.00050163595,0.0008482275,0.0016310534,0.0016410102,0.0018581086,0.002885022],"category_scores_gemma":[0.0108244205,0.0005780741,0.000533977,0.00088945136,0.0017286044,0.005815362,0.0015973641,0.0010521043,0.0004676458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058759697,0.00008012613,0.0032366274,0.00047075542,0.00010750987,0.0007105304,0.00027449624,0.7038906,0.016721562,0.1824176,0.0033808725,0.08812177],"study_design_scores_gemma":[0.000060498656,0.0004364503,0.0033929911,0.0000761892,0.00013528195,0.00145143,0.00030286208,0.886948,0.007556562,0.09078022,0.008778418,0.00008103594],"about_ca_topic_score_codex":0.0012965074,"about_ca_topic_score_gemma":0.0009939389,"teacher_disagreement_score":0.002885022,"about_ca_system_score_codex":0.0014273239,"about_ca_system_score_gemma":0.00095813023,"threshold_uncertainty_score":0.013713241},"labels":[],"label_agreement":null},{"id":"W1995397007","doi":"10.1145/1330332.1330333","title":"On the Construction of Practical Key Predistribution Schemes for Distributed Sensor Networks Using Combinatorial Designs","year":2008,"lang":"en","type":"article","venue":"ACM Transactions on Information and System Security","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":203,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Key (lock); Set (abstract data type); Computer science; Combinatorial design; Transversal (combinatorics); Class (philosophy); Quadratic equation; Wireless sensor network; Field (mathematics); Ring (chemistry); Theoretical computer science; Mathematics; Discrete mathematics; Computer network; Pure mathematics; Artificial intelligence","score_opus":0.0352407569787436,"score_gpt":0.258810254101161,"score_spread":0.2235694971224174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995397007","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032798268,0.0005086791,0.9592837,0.00023132417,0.00004399499,0.0001210575,0.00003703895,0.00011511753,0.0068608117],"genre_scores_gemma":[0.5480566,0.0012662543,0.44714174,0.0001846402,0.000102162776,0.00034364648,0.000092698276,0.00005427444,0.0027579954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979765,0.0010916275,0.00011191811,0.00021505631,0.00045957018,0.00014537373],"domain_scores_gemma":[0.995262,0.0031413129,0.00044768208,0.00074069755,0.00031959033,0.0000886282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027285833,0.0006619548,0.00051820936,0.0008215424,0.0005514793,0.001370762,0.00078028603,0.00078543235,0.002256549],"category_scores_gemma":[0.0065885577,0.0005055587,0.00067254,0.0008975271,0.0019311862,0.0024798221,0.0013622268,0.0011634745,0.00043390956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001509547,0.00008318228,0.000568186,0.00034056243,0.000055173427,0.00011984693,0.00016989489,0.2302611,0.01572109,0.68189514,0.0008753209,0.06975964],"study_design_scores_gemma":[0.00007268182,0.0005171364,0.00027594945,0.00009693881,0.00004346711,0.0003253725,0.00009051145,0.6773923,0.015091781,0.29685116,0.009178385,0.00006434924],"about_ca_topic_score_codex":0.00016144202,"about_ca_topic_score_gemma":0.00020045851,"teacher_disagreement_score":0.0027285833,"about_ca_system_score_codex":0.00096519524,"about_ca_system_score_gemma":0.0006438111,"threshold_uncertainty_score":0.0144302845},"labels":[],"label_agreement":null},{"id":"W1995609086","doi":"10.1109/wcnc.2010.5506121","title":"A Hybrid Key Establishment Protocol for Large Scale Wireless Sensor Networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Key (lock); Key management; Wireless sensor network; Computer science; Key distribution; Key distribution in wireless sensor networks; Overhead (engineering); Computer network; Protocol (science); Public-key cryptography; Distributed computing; Security association; Wireless; Cryptographic protocol; Computer security; Wireless network; Cryptography; Encryption; Telecommunications; Cloud computing security; Network Access Control","score_opus":0.012119921887837113,"score_gpt":0.2690367974895546,"score_spread":0.2569168756017175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995609086","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02442907,0.0012501961,0.97084033,0.0002713141,0.00017525408,0.0002592737,0.00008859585,0.0006233449,0.0020625405],"genre_scores_gemma":[0.6868668,0.0013401997,0.30242896,0.00025074367,0.00018441168,0.0007284157,0.00036664362,0.00007793826,0.0077559114],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901795,0.00026220075,0.00008095,0.00014915873,0.00040400977,0.000085713975],"domain_scores_gemma":[0.9988439,0.00039928875,0.00022929639,0.00025721622,0.00019376224,0.00007655523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012215519,0.00041596242,0.00061121304,0.0004985145,0.0008207467,0.00071747066,0.0014079068,0.0006415787,0.0014868419],"category_scores_gemma":[0.0017049253,0.0002707795,0.00033583195,0.0009051313,0.0006927298,0.0033099833,0.0019233237,0.0010863572,0.0005081812],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011988478,0.00034987237,0.0012153614,0.0012108459,0.00029302263,0.0012088072,0.0007590744,0.07226933,0.26073754,0.18431172,0.00893116,0.46751446],"study_design_scores_gemma":[0.0004715244,0.0024594953,0.0018372512,0.00007539147,0.00032422933,0.0036360081,0.0002654686,0.7478724,0.08459194,0.06822155,0.08998773,0.0002570095],"about_ca_topic_score_codex":0.00024057245,"about_ca_topic_score_gemma":0.00036871425,"teacher_disagreement_score":0.0014868419,"about_ca_system_score_codex":0.00046872534,"about_ca_system_score_gemma":0.00055541826,"threshold_uncertainty_score":0.0064602494},"labels":[],"label_agreement":null},{"id":"W1996107151","doi":"10.1002/sec.140","title":"A lightweight secure data transmission protocol for resource constrained devices","year":2009,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Computer network; Network packet; Protocol (science); Overhead (engineering); Authentication (law); Multicast; Data transmission; RC4; Broadcasting (networking); Distributed computing; Computer security; Stream cipher; Encryption","score_opus":0.03219787215608268,"score_gpt":0.30734050626343296,"score_spread":0.2751426341073503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996107151","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019271143,0.0005728678,0.9753983,0.00036778627,0.00017181755,0.00029664006,0.00006541023,0.0007479454,0.0031080246],"genre_scores_gemma":[0.59009504,0.0013015547,0.39203683,0.00038080668,0.00019643456,0.0014072894,0.00037897818,0.0001761861,0.014026873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874216,0.0002775212,0.00017262474,0.00012736992,0.0005890283,0.00009130799],"domain_scores_gemma":[0.9987237,0.0004240005,0.00027759708,0.0003041298,0.00020863659,0.0000619111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012680654,0.00048287274,0.0006554992,0.000635531,0.000605655,0.0011568355,0.0010596032,0.0008707249,0.0021152403],"category_scores_gemma":[0.0025690615,0.00029294577,0.00049750577,0.00055591745,0.00080305716,0.002662124,0.0023283982,0.0012352561,0.00068137626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084269483,0.00020761364,0.0005782678,0.0013841602,0.0001548367,0.0025374505,0.0012401978,0.056114122,0.291064,0.3673408,0.009571648,0.26896426],"study_design_scores_gemma":[0.0003697632,0.0009682093,0.0005392032,0.00023498872,0.00019660481,0.0022194681,0.0002295172,0.65093917,0.15748127,0.09359089,0.093011744,0.0002191558],"about_ca_topic_score_codex":0.0002578938,"about_ca_topic_score_gemma":0.00016507551,"teacher_disagreement_score":0.0021152403,"about_ca_system_score_codex":0.00047406575,"about_ca_system_score_gemma":0.00095578335,"threshold_uncertainty_score":0.007076204},"labels":[],"label_agreement":null},{"id":"W1996124278","doi":"10.1109/tpds.2011.302","title":"A Cloud-Based Scheme for Protecting Source-Location Privacy against Hotspot-Locating Attack in Wireless Sensor Networks","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Parallel and Distributed Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Hotspot (geology); Computer network; Network packet; Cloud computing; Adversary; Wireless sensor network; Adversary model; Computer security","score_opus":0.04459131439947693,"score_gpt":0.2509897226617607,"score_spread":0.20639840826228373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996124278","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05507568,0.0008998745,0.94081885,0.00041343787,0.00016204639,0.0001701469,0.00010808441,0.00050913607,0.001842711],"genre_scores_gemma":[0.9194709,0.00042525912,0.0786879,0.00014573599,0.00007404434,0.00009300537,0.00008958982,0.000026534144,0.0009869181],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984686,0.00039273896,0.000105773135,0.00026150205,0.00047153357,0.0002997307],"domain_scores_gemma":[0.99672985,0.00070161396,0.0005691896,0.0012969917,0.00046813115,0.00023430622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015563441,0.0007034329,0.0012543519,0.0009622263,0.0019730614,0.0011609591,0.0023539627,0.001252044,0.00080890756],"category_scores_gemma":[0.0032298476,0.00027261378,0.0007886273,0.0016146816,0.0010199221,0.0034598638,0.0032636004,0.0010544815,0.0002800753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021956305,0.00043985114,0.00500815,0.0005153039,0.0004151395,0.0011796852,0.0009995317,0.41278315,0.10934564,0.16669449,0.008557856,0.29186553],"study_design_scores_gemma":[0.00007632184,0.00023427002,0.0006811892,0.000027192353,0.00009337861,0.0006854132,0.00010510961,0.94955015,0.024942435,0.017852385,0.005692043,0.00006012187],"about_ca_topic_score_codex":0.0015634826,"about_ca_topic_score_gemma":0.0012689426,"teacher_disagreement_score":0.0023539627,"about_ca_system_score_codex":0.0013343762,"about_ca_system_score_gemma":0.0014472476,"threshold_uncertainty_score":0.009681582},"labels":[],"label_agreement":null},{"id":"W1996390371","doi":"10.1007/s00779-011-0368-2","title":"Challenges and trends in wireless ubiquitous computing systems","year":2011,"lang":"en","type":"article","venue":"Personal and Ubiquitous Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Ubiquitous computing; Wireless sensor network; Computer network; Distributed computing; The Internet; Wireless network; Wireless; Computer security; Telecommunications; World Wide Web","score_opus":0.056771133253109576,"score_gpt":0.2522111315698055,"score_spread":0.19543999831669595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996390371","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038458914,0.42026454,0.07671475,0.36904916,0.008038725,0.00011170122,0.00042411013,0.00043447188,0.08650362],"genre_scores_gemma":[0.42400518,0.45107862,0.054642837,0.028270977,0.016420541,0.00024052107,0.0006269884,0.00018412867,0.024530273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973456,0.0007113375,0.00022023433,0.000316859,0.0011399774,0.0002660491],"domain_scores_gemma":[0.99342257,0.0031683177,0.00042844057,0.0002189398,0.0020412486,0.00072045473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054292446,0.0004734572,0.0008635877,0.0014510349,0.001281599,0.007248637,0.0018645445,0.0042704884,0.007985395],"category_scores_gemma":[0.008782097,0.00038536516,0.00045524148,0.0027796016,0.003094044,0.01653258,0.0020829113,0.0044463635,0.0018198409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014706433,0.00018468141,0.0067200987,0.0023748043,0.000048922175,0.00038755473,0.0020037529,0.0036312111,0.0034917602,0.49741527,0.056878645,0.4267162],"study_design_scores_gemma":[0.000027451762,0.00021610138,0.004252766,0.0012441619,0.000054708755,0.0013477014,0.0080732405,0.018009549,0.001123002,0.26638216,0.69915277,0.0001163456],"about_ca_topic_score_codex":0.0019566976,"about_ca_topic_score_gemma":0.0030406178,"teacher_disagreement_score":0.007985395,"about_ca_system_score_codex":0.0016109876,"about_ca_system_score_gemma":0.0022309516,"threshold_uncertainty_score":0.028712928},"labels":[],"label_agreement":null},{"id":"W1999772590","doi":"10.1016/j.compeleceng.2009.03.013","title":"Using honeynodes for defense against jamming attacks in wireless infrastructure-based networks","year":2009,"lang":"en","type":"article","venue":"Computers & Electrical Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Federation for the Humanities and Social Sciences","keywords":"Jamming; Computer network; Denial-of-service attack; Wireless; Computer science; Wireless network; Channel (broadcasting); Overhead (engineering); Network packet; Computer security; Engineering; Telecommunications","score_opus":0.012244587302871217,"score_gpt":0.2358809801864521,"score_spread":0.22363639288358086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999772590","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45027497,0.003407804,0.53380823,0.001155876,0.00056399684,0.00018867438,0.000069444126,0.0023580103,0.008173003],"genre_scores_gemma":[0.97248286,0.00030725668,0.025882443,0.00009721285,0.000043320404,0.000039003076,0.00002823667,0.000032841686,0.0010866665],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99970514,0.00011008443,0.000025269028,0.000045769477,0.00007256497,0.000041108095],"domain_scores_gemma":[0.9987721,0.0005819824,0.0001615478,0.00028591277,0.0001524538,0.00004603181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062387926,0.00038182113,0.00041444803,0.00043755668,0.0004968421,0.00068588345,0.0006875091,0.0007890475,0.00084881927],"category_scores_gemma":[0.0018904192,0.00025141824,0.00019149319,0.00020590569,0.00055769586,0.0015054696,0.00072427024,0.00053810974,0.00016672669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019021616,0.00025821762,0.0064473078,0.0006648393,0.00037671116,0.0012312873,0.0009275888,0.1648679,0.3872329,0.045699384,0.007855377,0.3825363],"study_design_scores_gemma":[0.00014798397,0.00089421606,0.002802672,0.00007162845,0.00018983641,0.0009848542,0.0002911108,0.86321354,0.09764049,0.020992547,0.01271712,0.000053980813],"about_ca_topic_score_codex":0.00015540679,"about_ca_topic_score_gemma":0.000344975,"teacher_disagreement_score":0.00084881927,"about_ca_system_score_codex":0.00020913877,"about_ca_system_score_gemma":0.00014005987,"threshold_uncertainty_score":0.003299415},"labels":[],"label_agreement":null},{"id":"W2001623268","doi":"10.1142/s0219265909002662","title":"SECURE ANONYMOUS COMMUNICATION FOR WIRELESS SENSOR NETWORKS BASED ON PAIRING OVER ELLIPTIC CURVES","year":2009,"lang":"en","type":"article","venue":"Journal of Interconnection Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer network; Computer science; Anonymity; Wireless sensor network; Computer security; Overhead (engineering); Protocol (science); Key (lock); Key distribution in wireless sensor networks; Secure communication; Wireless network; Wireless; Telecommunications","score_opus":0.011261127652141106,"score_gpt":0.25111094922484295,"score_spread":0.23984982157270185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001623268","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034373928,0.00064101035,0.958931,0.00040404272,0.00012761826,0.0002210307,0.00003903921,0.0003826348,0.004879536],"genre_scores_gemma":[0.8041339,0.001487847,0.18856676,0.00017292383,0.00019854859,0.00052423,0.00012587977,0.00007460982,0.0047153225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970401,0.001297971,0.00021100049,0.00024036947,0.0010464195,0.0001642108],"domain_scores_gemma":[0.99771994,0.0009103552,0.00038186007,0.0006011588,0.0002826173,0.000103967504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021204655,0.0004382793,0.0007489998,0.00072757324,0.0013826117,0.0013021996,0.0006702362,0.000895995,0.0011884402],"category_scores_gemma":[0.003992847,0.00029193758,0.00066074275,0.000977661,0.001749269,0.0030872298,0.0026204574,0.001311298,0.00045554645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058890454,0.00018557992,0.0011949004,0.0004281143,0.00010447507,0.0011384157,0.0012934617,0.1138156,0.03822238,0.710586,0.0031794193,0.12926278],"study_design_scores_gemma":[0.00018666766,0.00079220836,0.00053368503,0.00012430763,0.00009610432,0.0018581272,0.00034183313,0.5427291,0.037649035,0.37118983,0.04431868,0.0001804785],"about_ca_topic_score_codex":0.00017157989,"about_ca_topic_score_gemma":0.00012861726,"teacher_disagreement_score":0.0021204655,"about_ca_system_score_codex":0.0005642647,"about_ca_system_score_gemma":0.0010310707,"threshold_uncertainty_score":0.011214197},"labels":[],"label_agreement":null},{"id":"W2001728599","doi":"10.1109/ccece.2008.4564597","title":"A group key agreement protocol using bilinear pairing","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Protocol (science); Multicast; Group key; Joins; Computer network; Key (lock); Key management; Scalability; Communication in small groups; Key-agreement protocol; Overhead (engineering); Cryptographic protocol; Distributed computing; Bilinear interpolation; Public-key cryptography; Cryptography; Computer security; Key distribution; Encryption; Database","score_opus":0.031165711581427866,"score_gpt":0.22022612196806915,"score_spread":0.1890604103866413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001728599","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014168087,0.00076269667,0.9693903,0.00075390487,0.0007088541,0.0009208002,0.0002568002,0.0011534964,0.011885125],"genre_scores_gemma":[0.4357593,0.0018527082,0.5397706,0.0006530672,0.0005532106,0.0023214212,0.00073237356,0.00017054888,0.018186776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99620146,0.0012949537,0.00033810374,0.0004923903,0.0013794943,0.00029365887],"domain_scores_gemma":[0.9981589,0.00050857884,0.00020756327,0.0005990232,0.00035012697,0.00017593807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002821734,0.0007404044,0.0010503097,0.00086457696,0.0019922205,0.0018835256,0.0011651358,0.001643544,0.004067701],"category_scores_gemma":[0.0032461486,0.00040235845,0.0010444875,0.001553434,0.0014978253,0.0047620693,0.0032025138,0.002192106,0.0017705829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008991759,0.0007033751,0.0012309621,0.0013354042,0.00026740527,0.001421895,0.0011654225,0.02467792,0.083690725,0.6192852,0.015969388,0.24935317],"study_design_scores_gemma":[0.00067273993,0.0024308849,0.0012075368,0.00026895857,0.00030991208,0.004273916,0.00039741275,0.17528449,0.083817385,0.36743376,0.36347923,0.0004238285],"about_ca_topic_score_codex":0.00027495858,"about_ca_topic_score_gemma":0.00022874886,"teacher_disagreement_score":0.004067701,"about_ca_system_score_codex":0.00051475124,"about_ca_system_score_gemma":0.0018228256,"threshold_uncertainty_score":0.014922917},"labels":[],"label_agreement":null},{"id":"W2005734726","doi":"10.1109/mwc.2007.4396941","title":"Self-healing group-wise key distribution schemes with time-limited node revocation for wireless sensor networks","year":2007,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Rekeying; Computer science; Computer network; Hash function; Group key; Overhead (engineering); Distributed computing; Node (physics); Hash chain; Key distribution; Wireless sensor network; Communication in small groups; Public-key cryptography; Key management; Computer security; Encryption","score_opus":0.01980406498667046,"score_gpt":0.2638158065930384,"score_spread":0.24401174160636793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005734726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06723491,0.0019144749,0.92836493,0.0002732777,0.00017106209,0.00012515516,0.000028317412,0.0004260036,0.0014618326],"genre_scores_gemma":[0.8185664,0.0010029039,0.17707115,0.0001459362,0.00013206649,0.0001926132,0.00008143763,0.000043350843,0.002764191],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912804,0.00021069516,0.000091947804,0.00013111875,0.0003592796,0.000079004356],"domain_scores_gemma":[0.99811244,0.00041139693,0.00044016942,0.00067517266,0.000283412,0.00007740638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010265758,0.00039479198,0.00051597465,0.0005464176,0.0005409546,0.00055071944,0.0013174533,0.0006378392,0.00085289375],"category_scores_gemma":[0.0024998174,0.00022753401,0.0003857472,0.0006045042,0.0008380744,0.0029029069,0.0013860533,0.0007667723,0.0003574387],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013610526,0.000283617,0.0016602289,0.0009015798,0.0001938043,0.0006406347,0.0012039673,0.08284532,0.30199584,0.18072385,0.003008911,0.42518124],"study_design_scores_gemma":[0.0005599223,0.0021761912,0.0014880823,0.00013374489,0.00024796807,0.0032010367,0.00046980515,0.68594325,0.1742617,0.08246341,0.048822153,0.00023268646],"about_ca_topic_score_codex":0.000102856335,"about_ca_topic_score_gemma":0.0001542823,"teacher_disagreement_score":0.0013174533,"about_ca_system_score_codex":0.00043619945,"about_ca_system_score_gemma":0.0003741179,"threshold_uncertainty_score":0.005429089},"labels":[],"label_agreement":null},{"id":"W2006239171","doi":"10.1109/wd.2012.6402857","title":"A lightweight defence against the Packet in Packet attack in ZigBee networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer network; Network packet; Computer science; Computer security; Deep packet inspection; Packet analyzer; Embedded system","score_opus":0.02195371801291339,"score_gpt":0.25146904384672886,"score_spread":0.22951532583381545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006239171","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10509493,0.0011194644,0.8775545,0.0011436061,0.0002852657,0.0002617191,0.00005153683,0.0014283868,0.013060547],"genre_scores_gemma":[0.88423294,0.00059643295,0.109809615,0.00034870376,0.00013498764,0.0001225425,0.0000719374,0.000080016514,0.004602793],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882203,0.00032817482,0.000055181856,0.00008930714,0.00057802495,0.00012730552],"domain_scores_gemma":[0.9983443,0.0007368921,0.00022732078,0.00045186153,0.00017500325,0.00006467345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009553349,0.00053097744,0.0004644379,0.0005431571,0.0005379497,0.00082253217,0.0008961244,0.0011300418,0.0010517817],"category_scores_gemma":[0.0031979016,0.00020788665,0.00045083807,0.0003252457,0.00092313875,0.0023369363,0.0015018363,0.001392953,0.00036347553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007346835,0.00040339577,0.003065619,0.0006762644,0.0003239837,0.000978041,0.0006588406,0.17487404,0.24083547,0.22010703,0.010299155,0.34704345],"study_design_scores_gemma":[0.000117931704,0.0011633805,0.0014847331,0.0001119943,0.000121469006,0.0017234165,0.00014709332,0.8577753,0.0626099,0.04911505,0.025557766,0.000071950635],"about_ca_topic_score_codex":0.00016044435,"about_ca_topic_score_gemma":0.00014609782,"teacher_disagreement_score":0.0011300418,"about_ca_system_score_codex":0.00035171714,"about_ca_system_score_gemma":0.0003751232,"threshold_uncertainty_score":0.005052328},"labels":[],"label_agreement":null},{"id":"W2011357342","doi":"10.1007/s11390-008-9140-0","title":"Performance of IEEE 802.15.4 Clusters with Power Management and Key Exchange","year":2008,"lang":"en","type":"article","venue":"Journal of Computer Science and Technology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Computer network; Network packet; Key (lock); Reliability (semiconductor); Key management; Key exchange; Node (physics); Distributed coordination function; Personal area network; Power management; IEEE 802.15; IEEE 802.11; Wireless; Distributed computing; Wireless network; Wireless sensor network; Power (physics); Computer security; Public-key cryptography; Telecommunications; Encryption","score_opus":0.007823452779745608,"score_gpt":0.19796139236190113,"score_spread":0.19013793958215552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011357342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765196,0.0015927968,0.010943092,0.00095169985,0.00039878464,0.00008178569,0.00024427133,0.0014670041,0.007800928],"genre_scores_gemma":[0.9977755,0.00010898791,0.0010193699,0.000049402268,0.00002236047,0.000014564242,0.00011378879,0.000027760858,0.00086829544],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972609,0.0006385567,0.00015096938,0.00039801377,0.0006551473,0.0008963354],"domain_scores_gemma":[0.9890956,0.006005533,0.00062099315,0.0007886084,0.0027574138,0.0007318218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003573552,0.0010872445,0.0010437076,0.0009759612,0.001055373,0.0013265117,0.001620404,0.0011545302,0.0031904185],"category_scores_gemma":[0.010971735,0.0003751885,0.000266262,0.0009624569,0.0011043131,0.0016088876,0.0013390471,0.0008654518,0.0004103962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019123752,0.0009005184,0.01217867,0.0005319652,0.0003908271,0.00035776192,0.00064221775,0.8196391,0.027964517,0.0063009593,0.0152589055,0.096710786],"study_design_scores_gemma":[0.00042816665,0.002908748,0.009960905,0.00004282106,0.00019369788,0.0002858686,0.000500722,0.9638232,0.0177337,0.0022972324,0.001721309,0.000103710256],"about_ca_topic_score_codex":0.009546068,"about_ca_topic_score_gemma":0.005600633,"teacher_disagreement_score":0.009546068,"about_ca_system_score_codex":0.002081958,"about_ca_system_score_gemma":0.0017023523,"threshold_uncertainty_score":0.01898104},"labels":[],"label_agreement":null},{"id":"W2012492238","doi":"10.1108/10662240910952364","title":"An efficient collusion resistant security mechanism for heterogeneous sensor networks","year":2009,"lang":"en","type":"article","venue":"Internet Research","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Collusion; Computer science; Scalability; Computer network; Key (lock); Hash function; Distributed computing; Wireless sensor network; Node (physics); Key management; Exploit; Computer security; Encryption","score_opus":0.03799547707560116,"score_gpt":0.3465583398898896,"score_spread":0.30856286281428846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012492238","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07443564,0.0009931718,0.9211099,0.0003198139,0.000087612716,0.00024252484,0.000051584888,0.0007015983,0.0020580224],"genre_scores_gemma":[0.9304359,0.00036676222,0.06708134,0.000108322216,0.00005496496,0.00013482627,0.000083538805,0.000020568878,0.0017137749],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987612,0.00029256448,0.0001072291,0.00024277033,0.0004469341,0.00014930851],"domain_scores_gemma":[0.9982747,0.0003322286,0.00041942156,0.0006040552,0.0002888603,0.0000808327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012252074,0.00048009123,0.000541868,0.0007935589,0.0007885296,0.0007875564,0.0013708574,0.0006694714,0.0010322143],"category_scores_gemma":[0.0022322906,0.00022731064,0.0005295012,0.00055379194,0.0007782922,0.0022052273,0.0021934311,0.00060361496,0.00025941708],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012143841,0.00028982252,0.004020335,0.00061436,0.00046780915,0.0012219341,0.0011210997,0.123252146,0.3854505,0.19143073,0.005485994,0.28543088],"study_design_scores_gemma":[0.00018973382,0.001026925,0.0015502032,0.00006842869,0.0001989871,0.001698475,0.00025759832,0.81592697,0.12878066,0.030090475,0.020071436,0.00014015293],"about_ca_topic_score_codex":0.0002978917,"about_ca_topic_score_gemma":0.00019117011,"teacher_disagreement_score":0.0013708574,"about_ca_system_score_codex":0.000658027,"about_ca_system_score_gemma":0.0007093439,"threshold_uncertainty_score":0.0064795613},"labels":[],"label_agreement":null},{"id":"W2016113155","doi":"10.1002/wcm.790","title":"Joint data aggregation and encryption using Slepian‐Wolf coding for clustered wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Encryption; Computer science; Computer network; Wireless sensor network; Data aggregator; 40-bit encryption; Coding (social sciences); Distributed source coding; Decoding methods; Algorithm; Channel code; Mathematics","score_opus":0.07362797332798464,"score_gpt":0.3129258676677618,"score_spread":0.23929789433977716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016113155","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050519384,0.00023132206,0.9475043,0.00009600188,0.000020116506,0.000032919204,0.000018844761,0.000111401736,0.0014656377],"genre_scores_gemma":[0.8354713,0.00020836017,0.162191,0.000060645696,0.000021138387,0.00008453701,0.000055476954,0.000018323342,0.0018891951],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99945337,0.00017522741,0.000031884152,0.00006772002,0.00021716357,0.00005461244],"domain_scores_gemma":[0.9992519,0.0002693532,0.00011019036,0.0001878922,0.00015072156,0.00002998141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007280973,0.00035969174,0.00037702263,0.00042262065,0.00030997596,0.00039999344,0.0006852373,0.00038939333,0.0005231071],"category_scores_gemma":[0.0013258706,0.00012957139,0.00035403616,0.000573157,0.0005042984,0.0008926066,0.0008344877,0.00039687226,0.00016130075],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044993783,0.000103526065,0.0010708717,0.00018477988,0.00011934166,0.00039670878,0.0003224995,0.5965039,0.11230676,0.12324116,0.0017677043,0.16353276],"study_design_scores_gemma":[0.00002055386,0.00012010412,0.000203765,0.000011302526,0.000015056985,0.00012462001,0.000028812621,0.96136385,0.018861724,0.017547075,0.0016850821,0.000017996104],"about_ca_topic_score_codex":0.00064273295,"about_ca_topic_score_gemma":0.0006197689,"teacher_disagreement_score":0.0007280973,"about_ca_system_score_codex":0.00043318217,"about_ca_system_score_gemma":0.00043292728,"threshold_uncertainty_score":0.0038506389},"labels":[],"label_agreement":null},{"id":"W2017982663","doi":"10.1016/j.jpdc.2010.03.009","title":"Private key agreement and secure communication for heterogeneous sensor networks","year":2010,"lang":"en","type":"article","venue":"Journal of Parallel and Distributed Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Computer science; Key management; Key (lock); Computer network; Key space; Computer security; Public-key cryptography; Encryption; Protocol (science); Node (physics); Key distribution; Wireless sensor network; Cryptography; Symmetric-key algorithm; Key-agreement protocol; Elliptic curve cryptography","score_opus":0.010956776450406344,"score_gpt":0.24514785311038734,"score_spread":0.23419107665998098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017982663","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029585423,0.0010767023,0.96325153,0.00137262,0.00018909719,0.000108062006,0.000077638055,0.00015689663,0.004181953],"genre_scores_gemma":[0.8978407,0.0009504992,0.09285804,0.00023920092,0.00028656848,0.00026764232,0.00017869829,0.00007437831,0.0073042978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9948709,0.001994685,0.0003592548,0.00063183723,0.0015908446,0.00055244484],"domain_scores_gemma":[0.9917557,0.0045826985,0.0008207719,0.0020279652,0.00062635523,0.00018656415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005408257,0.00060343236,0.0015194821,0.0006784556,0.0015437852,0.0030920177,0.0020615924,0.0017883035,0.0018099732],"category_scores_gemma":[0.01299947,0.00067793234,0.00067338365,0.001399705,0.0037738644,0.007396952,0.0043464927,0.0031878655,0.00044642045],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000795859,0.000089413064,0.00046564423,0.0001829317,0.00009925963,0.0004249085,0.0005433473,0.20056286,0.0068700314,0.74056804,0.0034687102,0.045929026],"study_design_scores_gemma":[0.00012290034,0.000065202825,0.00013304572,0.000014055584,0.000035768357,0.00011402664,0.00008961567,0.52735126,0.0026722513,0.46597403,0.0033995935,0.000028099495],"about_ca_topic_score_codex":0.0011208443,"about_ca_topic_score_gemma":0.0010540843,"teacher_disagreement_score":0.005408257,"about_ca_system_score_codex":0.0018224603,"about_ca_system_score_gemma":0.0018931986,"threshold_uncertainty_score":0.028601944},"labels":[],"label_agreement":null},{"id":"W2018752355","doi":"10.1515/jmc-2014-0031","title":"Optimal constructions for ID-based one-way-function key predistribution schemesrealizing specified communication graphs","year":2014,"lang":"en","type":"preprint","venue":"Journal of Mathematical Cryptology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Hash function; Key (lock); Pairwise comparison; Scheme (mathematics); Cryptography; Theoretical computer science; Graph; Function (biology); Computer network; Distributed computing; Computer security; Mathematics","score_opus":0.03865162738862765,"score_gpt":0.286290799396298,"score_spread":0.24763917200767033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018752355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12560081,0.00033326764,0.8644649,0.0009175421,0.000059841357,0.00026802236,0.0002341345,0.00055023,0.007571217],"genre_scores_gemma":[0.7473558,0.00031272075,0.247571,0.00015166512,0.00003388792,0.00023379923,0.00024048856,0.00014887683,0.0039517847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99774444,0.00081526645,0.00013182992,0.0003683708,0.0005655558,0.00037462055],"domain_scores_gemma":[0.99305093,0.0036639448,0.000612118,0.002014573,0.0003947057,0.00026377858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002631848,0.00064486853,0.0008625256,0.00077940617,0.0010434551,0.0016937291,0.0020562129,0.001339167,0.003679533],"category_scores_gemma":[0.006862234,0.0006867095,0.00090313394,0.0010951088,0.0021186804,0.0042224773,0.004324029,0.0019661635,0.00066440774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058697606,0.0001846591,0.0010309437,0.0003325221,0.000063730775,0.00023569634,0.0006736723,0.20886824,0.018440086,0.71112776,0.003757781,0.054698016],"study_design_scores_gemma":[0.00014521136,0.00013064257,0.0003292583,0.000054876065,0.00004737493,0.0002390551,0.0002195165,0.61598533,0.01741813,0.3598097,0.0055562975,0.00006460643],"about_ca_topic_score_codex":0.00048223432,"about_ca_topic_score_gemma":0.000608113,"teacher_disagreement_score":0.003679533,"about_ca_system_score_codex":0.002912271,"about_ca_system_score_gemma":0.0014697697,"threshold_uncertainty_score":0.021130085},"labels":[],"label_agreement":null},{"id":"W2019267322","doi":"10.1109/90.836475","title":"Secure group communications using key graphs","year":2000,"lang":"en","type":"article","venue":"IEEE/ACM Transactions on Networking","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1096,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Cairo University; York University","keywords":"Rekeying; Computer science; Communication in small groups; Group key; Secure multicast; Key (lock); Key management; Multicast; Scalability; Computer network; Joins; Computer security; Distributed computing; Encryption; Source-specific multicast; Database; Reliable multicast","score_opus":0.0416883586162558,"score_gpt":0.2717763594392165,"score_spread":0.23008800082296071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019267322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023848101,0.00039050035,0.96800464,0.0006130355,0.000073853305,0.00019272891,0.00013188749,0.001832238,0.0049129706],"genre_scores_gemma":[0.7188197,0.0010553726,0.27434078,0.00033720786,0.00014739699,0.00048761652,0.00045554264,0.00029539468,0.0040609995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960146,0.0015564478,0.0002867691,0.0005447452,0.0011771772,0.00042031545],"domain_scores_gemma":[0.9925171,0.003097421,0.0009735367,0.0025031348,0.0006226524,0.00028603722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026162672,0.00096492446,0.00080994767,0.0015539548,0.0013934473,0.0032512518,0.00117671,0.0011999317,0.0024810373],"category_scores_gemma":[0.0074723186,0.00052064133,0.0007828436,0.0017944342,0.002643763,0.008748216,0.0034535055,0.0014289531,0.0009179775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004720939,0.00011416803,0.000808371,0.00024939064,0.000077817305,0.000375637,0.00072326936,0.17061481,0.014421451,0.7019685,0.005579649,0.104594834],"study_design_scores_gemma":[0.00012588136,0.00017171618,0.0002718776,0.00005108633,0.00005653819,0.00026136113,0.00021375915,0.40807533,0.011430438,0.5556073,0.02366429,0.00007042978],"about_ca_topic_score_codex":0.0021291727,"about_ca_topic_score_gemma":0.0014814734,"teacher_disagreement_score":0.0032512518,"about_ca_system_score_codex":0.0019238831,"about_ca_system_score_gemma":0.0016697088,"threshold_uncertainty_score":0.013958871},"labels":[],"label_agreement":null},{"id":"W2019330379","doi":"10.1145/1824766.1824767","title":"Key predistribution for homogeneous wireless sensor networks with group deployment of nodes","year":2010,"lang":"en","type":"article","venue":"ACM Transactions on Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Resilience (materials science); Software deployment; Computer science; Wireless sensor network; Key (lock); Computer network; Scheme (mathematics); Distributed computing; Homogeneous; Computer security; Mathematics","score_opus":0.01061263376500888,"score_gpt":0.2258395276173174,"score_spread":0.21522689385230853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019330379","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05468661,0.00045000366,0.94190353,0.00018203114,0.00006150384,0.00010230194,0.000029039362,0.0002555309,0.0023293786],"genre_scores_gemma":[0.8577693,0.0006221424,0.13843383,0.00013988875,0.00006433505,0.00013004853,0.000052991723,0.00003225106,0.0027552522],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931157,0.00026110158,0.000055556546,0.00015465685,0.00013292149,0.00008426369],"domain_scores_gemma":[0.998257,0.00061395013,0.0003423547,0.000593641,0.00013231591,0.000060708993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096416037,0.00060656574,0.00042878214,0.0004289532,0.0005937121,0.00068444625,0.00084285636,0.0004895521,0.0019866053],"category_scores_gemma":[0.0026729146,0.00024186567,0.00047009674,0.00054542685,0.0011107991,0.0016115668,0.0014217558,0.0007757849,0.00047190365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010673353,0.0001541467,0.0013112607,0.0010146998,0.0001721352,0.0010292017,0.0009054531,0.17685,0.27632803,0.22130013,0.0023276294,0.31753996],"study_design_scores_gemma":[0.00018284359,0.002842328,0.001241424,0.00012912271,0.00020649968,0.0019139589,0.0004579795,0.6460346,0.1756193,0.15085483,0.02038388,0.00013318047],"about_ca_topic_score_codex":0.00016870486,"about_ca_topic_score_gemma":0.00027497538,"teacher_disagreement_score":0.0019866053,"about_ca_system_score_codex":0.00038000624,"about_ca_system_score_gemma":0.00045672257,"threshold_uncertainty_score":0.0066457987},"labels":[],"label_agreement":null},{"id":"W2019996569","doi":"10.1109/ccece.2012.6335039","title":"A secure mechanism for QoS routing in wireless sensor networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer network; Computer science; Wireless sensor network; Key distribution in wireless sensor networks; Encryption; Quality of service; Network packet; Distributed computing; Geographic routing; Routing protocol; Wireless network; Wireless; Wireless Routing Protocol; Telecommunications","score_opus":0.017278329627194503,"score_gpt":0.24642430906168036,"score_spread":0.22914597943448586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019996569","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011080021,0.000823925,0.98108804,0.0012241998,0.00042945045,0.00018575744,0.000069009984,0.0010054202,0.004094185],"genre_scores_gemma":[0.5425158,0.0028364956,0.44074568,0.0011190983,0.0008865693,0.00071291986,0.0002908693,0.00033577526,0.0105567705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973028,0.0004771542,0.0002658094,0.00024537632,0.0015060105,0.00020289053],"domain_scores_gemma":[0.99530315,0.0014125267,0.0005626512,0.0017230175,0.0008091922,0.00018952163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032272374,0.0007504663,0.0005805654,0.0012399093,0.0014937146,0.0021323052,0.0017298055,0.0015961758,0.0021908102],"category_scores_gemma":[0.00674223,0.0005335201,0.0007683939,0.0010811244,0.0025319143,0.004607177,0.002897453,0.0023412113,0.0010088149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022253871,0.00009909652,0.00039585194,0.00025746517,0.000046759156,0.00037839302,0.00047447655,0.021619907,0.042019036,0.85027647,0.005384585,0.078825414],"study_design_scores_gemma":[0.00026341432,0.00046094554,0.0004127352,0.00016758051,0.00012199359,0.0014696674,0.00018334937,0.43382332,0.0665583,0.39274946,0.10359682,0.00019246302],"about_ca_topic_score_codex":0.0005300938,"about_ca_topic_score_gemma":0.00042065838,"teacher_disagreement_score":0.0032272374,"about_ca_system_score_codex":0.00095888233,"about_ca_system_score_gemma":0.001359193,"threshold_uncertainty_score":0.017067432},"labels":[],"label_agreement":null},{"id":"W2022066803","doi":"10.1145/1755688.1755703","title":"Securing wireless sensor networks against large-scale node capture attacks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Key (lock); Node (physics); Wireless sensor network; Resilience (materials science); Computer network; Distributed computing; Scheme (mathematics); Multipath propagation; Wireless network; Wireless; Keying; Key distribution in wireless sensor networks; Computer security; Channel (broadcasting); Engineering; Telecommunications","score_opus":0.006395344461229139,"score_gpt":0.2229752544864568,"score_spread":0.21657991002522767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022066803","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2717154,0.000470019,0.72350836,0.00032232123,0.00006032053,0.00010011998,0.00002784668,0.0006948292,0.0031007456],"genre_scores_gemma":[0.97830576,0.00018274835,0.020981383,0.000042178403,0.000015186165,0.000022268146,0.000011634469,0.00000816979,0.00043066923],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927086,0.00022865158,0.000059062655,0.00009990229,0.00024025384,0.00010129481],"domain_scores_gemma":[0.9976172,0.0009183413,0.00042399127,0.00074806507,0.00020729855,0.00008515429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013062241,0.00036792946,0.00048122086,0.0005926755,0.00046910977,0.00051256584,0.00071735267,0.0006039246,0.00067905453],"category_scores_gemma":[0.003932539,0.00017957352,0.0003515403,0.00044503744,0.0010974763,0.002053554,0.001895025,0.0006213849,0.00019722432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007287295,0.0001485021,0.003939617,0.0003576964,0.00022205396,0.00068235205,0.0005584023,0.37470543,0.33523613,0.093258545,0.0012726163,0.18888998],"study_design_scores_gemma":[0.00007674464,0.0008491694,0.0016906653,0.000042071362,0.00009744846,0.0010282851,0.00014584337,0.85925674,0.107085444,0.025385521,0.0042732367,0.0000688298],"about_ca_topic_score_codex":0.00019858748,"about_ca_topic_score_gemma":0.00022191941,"teacher_disagreement_score":0.0013062241,"about_ca_system_score_codex":0.00033499606,"about_ca_system_score_gemma":0.00034691475,"threshold_uncertainty_score":0.006908059},"labels":[],"label_agreement":null},{"id":"W2022617543","doi":"10.1109/sensorcomm.2010.75","title":"Random Distribution for Data Survival in Unattended Wireless Sensor Networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Adversary; Key distribution in wireless sensor networks; Sink (geography); Wireless; Cryptography; Distributed computing; Wireless network; Computer security; Telecommunications","score_opus":0.025878661353133457,"score_gpt":0.2738658992170684,"score_spread":0.24798723786393492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022617543","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02745529,0.00063219835,0.9690095,0.00067447184,0.000092115326,0.000093000854,0.000086844535,0.00043486667,0.0015217363],"genre_scores_gemma":[0.85520786,0.0019912631,0.13320032,0.00043123492,0.00023539251,0.0008803985,0.00040543178,0.000316139,0.007331993],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972078,0.0010428887,0.00014448901,0.00058221107,0.00076589594,0.0002567038],"domain_scores_gemma":[0.97381115,0.01858037,0.0025635932,0.002323277,0.002132148,0.00058949686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007967224,0.0008181027,0.0013022994,0.002122855,0.0011196593,0.0014869686,0.0026693095,0.001525556,0.0020310634],"category_scores_gemma":[0.042205278,0.0006520278,0.0007315993,0.0015162288,0.004505261,0.0050751227,0.0022027378,0.0021519228,0.0008611857],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035284465,0.00005781279,0.0027861528,0.00021969361,0.00005800387,0.00030025563,0.00043969092,0.61260337,0.0044009197,0.34755644,0.0022896803,0.028935116],"study_design_scores_gemma":[0.000052399937,0.000089758854,0.00034052428,0.000036126192,0.0000144073865,0.00013895378,0.000050514453,0.9145191,0.0013286294,0.082084425,0.0013151526,0.000030074227],"about_ca_topic_score_codex":0.0012454565,"about_ca_topic_score_gemma":0.001022339,"teacher_disagreement_score":0.007967224,"about_ca_system_score_codex":0.0023770423,"about_ca_system_score_gemma":0.0013295498,"threshold_uncertainty_score":0.04213518},"labels":[],"label_agreement":null},{"id":"W2028270449","doi":"10.1145/2612669.2612679","title":"(Near) optimal resource-competitive broadcast with jamming","year":2014,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Jamming; Computer science; Resource (disambiguation); Telecommunications; Computer network","score_opus":0.005583885874835234,"score_gpt":0.19429082877027873,"score_spread":0.18870694289544349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028270449","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15205093,0.000913772,0.82693595,0.0013265047,0.00011742551,0.00016434137,0.00023583822,0.00034611387,0.01790918],"genre_scores_gemma":[0.89213574,0.00043728697,0.1020178,0.00029234763,0.00011635751,0.00015395092,0.0001520645,0.000075364886,0.00461907],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987055,0.0005426561,0.000045751975,0.0001977876,0.00023288256,0.00027539788],"domain_scores_gemma":[0.9940679,0.004764066,0.00041689642,0.00023386015,0.00025407734,0.00026320395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021445875,0.0009634368,0.001546357,0.0007286314,0.0007030298,0.001348386,0.0016953723,0.0018096984,0.0021339995],"category_scores_gemma":[0.0093754,0.0005278886,0.000514017,0.0009537239,0.0014564452,0.0019755466,0.0014519513,0.00095173874,0.00039799884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006183177,0.00012768288,0.00040998764,0.00026049343,0.000050522704,0.000148068,0.00017395004,0.9119492,0.004074127,0.059715837,0.0029429416,0.019528817],"study_design_scores_gemma":[0.00009064783,0.0001030884,0.000106986736,0.00001157475,0.000014846888,0.000077789904,0.00004727745,0.9622901,0.0006752793,0.03583408,0.0007364804,0.000011839343],"about_ca_topic_score_codex":0.0024654157,"about_ca_topic_score_gemma":0.0024001547,"teacher_disagreement_score":0.0024654157,"about_ca_system_score_codex":0.0012863624,"about_ca_system_score_gemma":0.0012131666,"threshold_uncertainty_score":0.01134181},"labels":[],"label_agreement":null},{"id":"W2031868952","doi":"10.5383/juspn.02.01.005","title":"Energy-Efficient and Scalable Group Key Management for Hierarchical Sensor Network","year":2011,"lang":"en","type":"article","venue":"Journal of Ubiquitous Systems and Pervasive Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scalability; Key (lock); Computer science; Wireless sensor network; Group (periodic table); Distributed computing; Computer network; Computer security; Database; Chemistry","score_opus":0.0174278056212629,"score_gpt":0.21335146201369226,"score_spread":0.19592365639242937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031868952","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061105505,0.001989031,0.930687,0.00064145256,0.00012208181,0.0001565555,0.00013163571,0.0007646789,0.004402051],"genre_scores_gemma":[0.9171478,0.0005181363,0.08015656,0.00007015951,0.000044676726,0.00010707561,0.00017530423,0.000021870905,0.0017583744],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995796,0.00009087709,0.000029387831,0.000054678178,0.00018687411,0.000058601065],"domain_scores_gemma":[0.9996183,0.00008325124,0.000080017046,0.000116336436,0.000070012036,0.000032024574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043663566,0.00028454262,0.00034061846,0.00041032385,0.00059706246,0.00042128644,0.00091886916,0.00035630373,0.0010119939],"category_scores_gemma":[0.0010175689,0.00013614287,0.00021580061,0.00050250505,0.00036695058,0.0016006907,0.0012578382,0.00037476417,0.00034115242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048438596,0.000210121,0.0015627577,0.00058946083,0.00010682152,0.0005087866,0.0005562518,0.32900473,0.14619592,0.102271475,0.013744328,0.40476504],"study_design_scores_gemma":[0.000069672664,0.00022639224,0.0007663307,0.000026551123,0.000039966173,0.0002609621,0.00016196507,0.92025495,0.020912006,0.046320055,0.010921768,0.000039328508],"about_ca_topic_score_codex":0.00061366434,"about_ca_topic_score_gemma":0.0011611676,"teacher_disagreement_score":0.0010119939,"about_ca_system_score_codex":0.00047175097,"about_ca_system_score_gemma":0.0006016332,"threshold_uncertainty_score":0.0034228563},"labels":[],"label_agreement":null},{"id":"W2033150818","doi":"10.1109/wcl.2013.13.130292","title":"Reconfigurable Feedback Shift Register Based Stream Cipher for Wireless Sensor Networks","year":2013,"lang":"en","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Stream cipher; Wireless sensor network; Cipher; Cryptography; Overhead (engineering); Block cipher mode of operation; Embedded system; Shift register; Computer network; Encryption; Telecommunications; Algorithm","score_opus":0.027511038136833036,"score_gpt":0.2504166585981517,"score_spread":0.22290562046131868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033150818","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1869217,0.0027867479,0.79825115,0.0005551245,0.0002445074,0.0001964127,0.00014277737,0.0017625096,0.0091390675],"genre_scores_gemma":[0.877571,0.0012490449,0.116335,0.00013591097,0.0000743576,0.00007894752,0.00010772524,0.000047611516,0.0044003585],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998646,0.000036942485,0.000012264394,0.000018073832,0.000054512966,0.000013592352],"domain_scores_gemma":[0.99985576,0.000048488106,0.00003173172,0.000028296621,0.000029302857,0.000006378843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022757586,0.0002642119,0.00019961491,0.0002690453,0.00020281167,0.00038113256,0.0003835396,0.00025979304,0.001505489],"category_scores_gemma":[0.0004549517,0.00011024516,0.0002494572,0.00022203264,0.00024968418,0.00063750497,0.00017365026,0.0003761795,0.00037440902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008394388,0.00013297731,0.0009013803,0.00041840554,0.000095426476,0.0006547242,0.00014847498,0.08802788,0.6030068,0.09414638,0.0037010412,0.20792712],"study_design_scores_gemma":[0.00019868393,0.0010734005,0.0006195642,0.00006463261,0.00012555135,0.0008063543,0.0000334132,0.6218712,0.33798355,0.014135543,0.023038419,0.000049782902],"about_ca_topic_score_codex":0.00031958055,"about_ca_topic_score_gemma":0.0005766192,"teacher_disagreement_score":0.001505489,"about_ca_system_score_codex":0.00030230862,"about_ca_system_score_gemma":0.0003754318,"threshold_uncertainty_score":0.005036354},"labels":[],"label_agreement":null},{"id":"W2033154378","doi":"10.1007/s10623-010-9481-x","title":"On the complexity of the herding attack and some related attacks on hash functions","year":2011,"lang":"en","type":"article","venue":"Designs Codes and Cryptography","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Herding; Hash function; Computer science; Theoretical computer science; Computational complexity theory; Discrete mathematics; Mathematics; Algorithm; Computer security","score_opus":0.10930816950440699,"score_gpt":0.2494344636524989,"score_spread":0.1401262941480919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033154378","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39481694,0.007928576,0.47152045,0.029227236,0.0006710123,0.00049871893,0.0021364389,0.0007781493,0.09242249],"genre_scores_gemma":[0.9453901,0.004030072,0.035682797,0.0012004611,0.001266069,0.00033958818,0.0008880896,0.00029206442,0.010910701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9915086,0.0029053073,0.00035795258,0.0008439073,0.0030593039,0.0013250399],"domain_scores_gemma":[0.89415973,0.09031038,0.004426932,0.00709478,0.002460954,0.00154704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056877513,0.0019322488,0.003548715,0.0036057865,0.0035267868,0.0059578405,0.0036542937,0.005693987,0.009854819],"category_scores_gemma":[0.05010771,0.0014869191,0.0029695034,0.004207683,0.007183231,0.02272609,0.006452555,0.008988487,0.0011630794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014528573,0.0003459051,0.0037354976,0.00051560113,0.00030715013,0.00039693367,0.0006313603,0.24344634,0.0035301489,0.692137,0.016689278,0.036811877],"study_design_scores_gemma":[0.00013249743,0.00008133177,0.0008123545,0.000056501613,0.000101574566,0.00027722467,0.00012184858,0.34679487,0.001081166,0.64849716,0.0019673111,0.00007610734],"about_ca_topic_score_codex":0.0024403946,"about_ca_topic_score_gemma":0.0019919437,"teacher_disagreement_score":0.009854819,"about_ca_system_score_codex":0.006008873,"about_ca_system_score_gemma":0.003128219,"threshold_uncertainty_score":0.04359764},"labels":[],"label_agreement":null},{"id":"W2034732438","doi":"10.1109/bsc.2010.5472979","title":"Energy efficiency of symmetric key cryptographic algorithms in wireless sensor networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Symmetric-key algorithm; Block cipher; Key schedule; Cryptography; S-box; Algorithm; Wireless sensor network; Key (lock); Stream cipher; Efficient energy use; Encryption; Block size; Differential cryptanalysis; Computer network; Public-key cryptography; Computer security; Engineering","score_opus":0.007223561059395812,"score_gpt":0.21524292719539642,"score_spread":0.2080193661360006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034732438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5753331,0.006352082,0.4003866,0.00076301536,0.00015187757,0.0001451447,0.00018308857,0.0003870007,0.016298104],"genre_scores_gemma":[0.96663564,0.0014618041,0.029981019,0.000049173083,0.000021124044,0.00004982299,0.00009560227,0.000062708445,0.0016432261],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827075,0.0006859714,0.000100498,0.00009179973,0.0007144071,0.00013663217],"domain_scores_gemma":[0.9966421,0.0022644505,0.00026748396,0.00039747992,0.0004025444,0.000025950008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019545383,0.0005512591,0.00052220316,0.00086400134,0.00031304828,0.0008925595,0.0005813099,0.0005068272,0.001553094],"category_scores_gemma":[0.0071980935,0.00018230453,0.00030510302,0.0010823333,0.0006212415,0.002715542,0.00050190644,0.00027125728,0.000367951],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008720102,0.00016869887,0.004070166,0.00037468833,0.00011628533,0.00015153729,0.00008069704,0.77828395,0.037320178,0.057381757,0.00093369524,0.12024628],"study_design_scores_gemma":[0.000043759326,0.0004382663,0.0015431932,0.000042019285,0.000045450062,0.0002273394,0.00008716111,0.9238592,0.049230326,0.0219083,0.0025555,0.000019540894],"about_ca_topic_score_codex":0.00033555258,"about_ca_topic_score_gemma":0.0003533884,"teacher_disagreement_score":0.0019545383,"about_ca_system_score_codex":0.0007853486,"about_ca_system_score_gemma":0.0005817381,"threshold_uncertainty_score":0.010336697},"labels":[],"label_agreement":null},{"id":"W2039340660","doi":"10.1016/j.jpdc.2015.04.003","title":"An energy-efficient and sink-location privacy enhanced scheme for WSNs through ring based routing","year":2015,"lang":"en","type":"article","venue":"Journal of Parallel and Distributed Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Sink (geography); Computer science; Computer network; Multipath routing; Geographic routing; Network packet; Static routing; Wireless sensor network; Equal-cost multi-path routing; Routing protocol; Anonymity; Dynamic Source Routing; Routing (electronic design automation); Policy-based routing; Topology (electrical circuits); Distributed computing; Computer security; Engineering; Geography","score_opus":0.031372219195388504,"score_gpt":0.28521945076363614,"score_spread":0.2538472315682476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039340660","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08221938,0.0007974943,0.9119897,0.00048186214,0.00019898682,0.00016705615,0.00022666827,0.00087556546,0.0030432588],"genre_scores_gemma":[0.8611839,0.00033975282,0.13296215,0.0001489007,0.00005651304,0.0000836851,0.00020549628,0.000044528104,0.00497505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876523,0.0003488244,0.000090212314,0.00026168456,0.0003411627,0.0001929795],"domain_scores_gemma":[0.9986204,0.00032074002,0.00017368955,0.00056423416,0.00025071212,0.000070266935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010949048,0.0004204954,0.0011202898,0.00045307985,0.0008629153,0.0008903968,0.002097121,0.0007731683,0.0013600211],"category_scores_gemma":[0.0019884137,0.00024615045,0.00057835464,0.0008059907,0.0005538495,0.0021616523,0.0026274521,0.0008377889,0.00042697074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028311526,0.0005502653,0.0023086183,0.00051744044,0.00034194652,0.00067542196,0.00077693077,0.3470221,0.24950169,0.110085286,0.011205375,0.27418375],"study_design_scores_gemma":[0.00008465092,0.00045772048,0.0005203942,0.000014419073,0.00010032797,0.0005945103,0.000102240054,0.940614,0.035546847,0.015191064,0.006697988,0.00007595024],"about_ca_topic_score_codex":0.0005432871,"about_ca_topic_score_gemma":0.0008096861,"teacher_disagreement_score":0.002097121,"about_ca_system_score_codex":0.00075104437,"about_ca_system_score_gemma":0.0010398296,"threshold_uncertainty_score":0.005790472},"labels":[],"label_agreement":null},{"id":"W2044531165","doi":"10.1145/1966913.1966978","title":"Optimal message transmission protocols with flexible parameters","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates","keywords":"Computer science; Communication source; Computer network; Reliability (semiconductor); Protocol (science); Transmission (telecommunications); Adversary; Communications protocol; Distributed computing; Power (physics); Computer security","score_opus":0.045671249745003285,"score_gpt":0.2586474764152342,"score_spread":0.21297622667023094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044531165","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036552634,0.00034495708,0.95811236,0.00031863298,0.000054668588,0.00022948718,0.00009638234,0.0005000263,0.0037909143],"genre_scores_gemma":[0.6090203,0.00058390823,0.3858732,0.0002300723,0.000079751895,0.0010464021,0.00026476034,0.0003056019,0.00259605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9890703,0.0043556313,0.0013155808,0.0018128717,0.002339263,0.0011063372],"domain_scores_gemma":[0.97291857,0.016330458,0.0029133488,0.0062315967,0.0011561324,0.00044989563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007727,0.0015317096,0.0015594505,0.0013552597,0.001532598,0.0027204095,0.0030160304,0.0024443413,0.0017102552],"category_scores_gemma":[0.02433655,0.0014210708,0.0015399929,0.001926158,0.004667554,0.010465066,0.0050051403,0.004004289,0.00056005275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005843455,0.00016266468,0.0006231826,0.00033973745,0.00011170614,0.00018600024,0.0006669932,0.25537822,0.021348862,0.6761702,0.0015068392,0.042921305],"study_design_scores_gemma":[0.00013713459,0.00026313108,0.00014547315,0.00007290613,0.00008971062,0.00019655476,0.000120651515,0.5336787,0.022683965,0.43712762,0.005364461,0.00011965816],"about_ca_topic_score_codex":0.00037531476,"about_ca_topic_score_gemma":0.00038109932,"teacher_disagreement_score":0.007727,"about_ca_system_score_codex":0.0024788762,"about_ca_system_score_gemma":0.0018915352,"threshold_uncertainty_score":0.040864766},"labels":[],"label_agreement":null},{"id":"W2047359799","doi":"10.1145/1579114.1579149","title":"Random sampling key revocation scheme for distributed sensor networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Revocation; Computer network; Wireless sensor network; Node (physics); Revocation list; Population; Distributed computing; Public key infrastructure; Public-key cryptography; Engineering; Overhead (engineering)","score_opus":0.024854794973079204,"score_gpt":0.2735600590002813,"score_spread":0.24870526402720208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047359799","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0433121,0.00080703443,0.95150197,0.0002822567,0.00017479529,0.00028561134,0.00010267643,0.000841394,0.0026922384],"genre_scores_gemma":[0.840931,0.00048303444,0.15362982,0.0002424447,0.00012080913,0.00049831724,0.00038593038,0.000077682875,0.0036309077],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967559,0.0013653149,0.0002596749,0.00040152555,0.0010234996,0.0001941362],"domain_scores_gemma":[0.99596137,0.0011427482,0.00065281766,0.0015894596,0.0004951973,0.00015845748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022478087,0.00037009348,0.00078159507,0.0005624552,0.00060526986,0.00057891884,0.0015874291,0.0006856331,0.0011833158],"category_scores_gemma":[0.007138651,0.00021770586,0.00043563143,0.00063938944,0.00090085214,0.0022173168,0.00182032,0.000793139,0.0005612254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022688285,0.0002849702,0.004648182,0.0009379311,0.0002941651,0.0010028034,0.0012075654,0.12055591,0.16667435,0.2246478,0.01097766,0.4664998],"study_design_scores_gemma":[0.0006387919,0.0015538795,0.0025961557,0.000109080946,0.00020127353,0.0032981352,0.0002974247,0.73830265,0.074286826,0.108864695,0.06956168,0.00028941515],"about_ca_topic_score_codex":0.00023752429,"about_ca_topic_score_gemma":0.00029292286,"teacher_disagreement_score":0.0022478087,"about_ca_system_score_codex":0.0005562683,"about_ca_system_score_gemma":0.0005406672,"threshold_uncertainty_score":0.011887729},"labels":[],"label_agreement":null},{"id":"W2049394514","doi":"10.1007/s11277-015-2546-4","title":"An Efficient Pairwise and Group Key Management Protocol for Wireless Sensor Network","year":2015,"lang":"en","type":"article","venue":"Wireless Personal Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Thompson Rivers University","funders":"","keywords":"Computer science; Key management; Computer network; Key (lock); Group key; Wireless sensor network; Node (physics); Communication in small groups; Overhead (engineering); Public-key cryptography; Distributed computing; Protocol (science); Key exchange; Computer security; Encryption","score_opus":0.061911132843780046,"score_gpt":0.32593439725044676,"score_spread":0.26402326440666674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049394514","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024544606,0.0007095957,0.9702396,0.0004164674,0.00025553288,0.0003121585,0.0001585856,0.0007374223,0.002626075],"genre_scores_gemma":[0.5795526,0.00071677024,0.40880662,0.00033349224,0.00020373084,0.0009513792,0.0006174734,0.00013895729,0.008678994],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99843365,0.00046097886,0.0001271055,0.00015592968,0.000663521,0.00015875828],"domain_scores_gemma":[0.9986731,0.000405679,0.00016527207,0.0004065768,0.00027483955,0.000074559204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016688178,0.00065957755,0.0010294149,0.0006471962,0.00096956076,0.00081893685,0.0017650452,0.0007630417,0.0022255988],"category_scores_gemma":[0.0031047964,0.00038184228,0.00038651784,0.0008612941,0.0005572567,0.0028944334,0.0034876144,0.001337124,0.00071676844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002008173,0.0004415811,0.0010833998,0.0007569053,0.00028434055,0.0008797069,0.0005850978,0.11555226,0.1541367,0.19737867,0.026245313,0.5006479],"study_design_scores_gemma":[0.00051573664,0.0012350595,0.0010990537,0.00006308708,0.00027622527,0.0015402773,0.00022983739,0.8017186,0.05313776,0.100911535,0.039103728,0.00016905919],"about_ca_topic_score_codex":0.0004181066,"about_ca_topic_score_gemma":0.0010231107,"teacher_disagreement_score":0.0022255988,"about_ca_system_score_codex":0.0006532183,"about_ca_system_score_gemma":0.0014334121,"threshold_uncertainty_score":0.0088256},"labels":[],"label_agreement":null},{"id":"W2049760404","doi":"10.1109/lcn.2008.4664308","title":"Event-B based invariant checking of secrecy in group key protocols","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Correctness; Computer science; Group key; Secrecy; Key (lock); Group (periodic table); Theoretical computer science; Communication in small groups; Protocol (science); Invariant (physics); Event (particle physics); Distributed computing; Computer security; Algorithm; Mathematics; Encryption","score_opus":0.035650232196678025,"score_gpt":0.26972653052213447,"score_spread":0.23407629832545646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049760404","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023358822,0.00004824726,0.9740326,0.00009600734,0.000033929875,0.00007120141,0.00008663669,0.0015206584,0.0007518815],"genre_scores_gemma":[0.7464263,0.00014515127,0.25110814,0.00017281958,0.00006723145,0.00025405656,0.00037693293,0.0003732793,0.0010760715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98563486,0.0058326987,0.0012188323,0.0020652127,0.004192666,0.0010557931],"domain_scores_gemma":[0.97338563,0.0145177515,0.0025968247,0.0070117246,0.0019214242,0.0005666694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00887159,0.00087123615,0.0012357109,0.0017564136,0.0012350973,0.003884462,0.0033042748,0.0016736032,0.0017024867],"category_scores_gemma":[0.026542079,0.00088901335,0.0021212315,0.0012737408,0.0052837767,0.008417784,0.004204525,0.002402429,0.00052825327],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012809343,0.0003289586,0.0053442526,0.00034190872,0.00024442872,0.0014047282,0.0006704105,0.19563207,0.025992932,0.7101815,0.0017083986,0.05686945],"study_design_scores_gemma":[0.00017284129,0.00017534044,0.00034054712,0.000037413214,0.00008652443,0.00018851439,0.00008295476,0.7455986,0.033179965,0.21750633,0.0025697586,0.00006112234],"about_ca_topic_score_codex":0.0029009406,"about_ca_topic_score_gemma":0.0014097912,"teacher_disagreement_score":0.00887159,"about_ca_system_score_codex":0.0017139479,"about_ca_system_score_gemma":0.0024299682,"threshold_uncertainty_score":0.046917975},"labels":[],"label_agreement":null},{"id":"W2050569676","doi":"10.1016/j.comcom.2007.04.012","title":"A DoS and fault-tolerant authentication protocol for group communications in ad hoc networks","year":2007,"lang":"en","type":"article","venue":"Computer Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Denial-of-service attack; Session key; Robustness (evolution); Authentication protocol; Wireless ad hoc network; Encryption; Forward secrecy; Group key; Computer security; Authentication (law); Wireless; Public-key cryptography; Telecommunications","score_opus":0.05715461375082519,"score_gpt":0.3505459649019393,"score_spread":0.2933913511511141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050569676","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03651258,0.0017398116,0.95117193,0.00088475837,0.00102259,0.0005084026,0.0001352584,0.0035557712,0.0044688648],"genre_scores_gemma":[0.7119382,0.0013674726,0.26791248,0.00047015658,0.0006971145,0.00058149954,0.00036982246,0.00024464205,0.016418574],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983931,0.00033397405,0.00015956828,0.00014714315,0.00082077837,0.00014535982],"domain_scores_gemma":[0.9965167,0.0008405928,0.0003757064,0.0012073437,0.0008198024,0.00023979395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019543616,0.00082568586,0.0011589233,0.001070545,0.0020520985,0.0013249813,0.0020510303,0.0012247174,0.0024610185],"category_scores_gemma":[0.0048369328,0.0004440581,0.00052132807,0.0006982547,0.0018440798,0.0039164973,0.0029788043,0.0018481638,0.0010999584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030931956,0.00051308656,0.0027811017,0.0008409885,0.00022699697,0.001260237,0.0016109558,0.074654154,0.09954934,0.25321612,0.026704045,0.53554976],"study_design_scores_gemma":[0.0006420569,0.0016950659,0.0014884699,0.0001310905,0.000393901,0.002243673,0.0005307746,0.70077693,0.0818605,0.11899331,0.090961486,0.00028278012],"about_ca_topic_score_codex":0.00068333565,"about_ca_topic_score_gemma":0.000770397,"teacher_disagreement_score":0.0024610185,"about_ca_system_score_codex":0.00080026774,"about_ca_system_score_gemma":0.0010146763,"threshold_uncertainty_score":0.010335803},"labels":[],"label_agreement":null},{"id":"W2052376255","doi":"10.1007/s10922-010-9166-9","title":"An Efficient and Secure Self-Healing Scheme for LKH","year":2010,"lang":"en","type":"article","venue":"Journal of Network and Systems Management","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University; Polytechnique Montréal","funders":"","keywords":"Computer science; Rekeying; Computer network; Secure multicast; Retransmission; Multicast; Scalability; Network packet; Overhead (engineering); Distributed computing; Key management; Encryption; Reliable multicast; Source-specific multicast; Operating system","score_opus":0.008577229245875355,"score_gpt":0.24119343217517736,"score_spread":0.232616202929302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052376255","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20391841,0.001204774,0.7779138,0.0011093396,0.00045475658,0.00060093106,0.00043112104,0.0032409066,0.0111260135],"genre_scores_gemma":[0.90710473,0.00018628167,0.08463047,0.00020240962,0.00007695758,0.0001863332,0.00022234673,0.000053846412,0.0073365094],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993507,0.000118285534,0.00005711335,0.00009265171,0.00022763459,0.00015359929],"domain_scores_gemma":[0.9989134,0.00026316175,0.00012407714,0.00043753092,0.00018163088,0.000080284066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005581878,0.00029352363,0.0008184079,0.0004821123,0.001273269,0.0009626582,0.0010671482,0.0006680701,0.0026499853],"category_scores_gemma":[0.0013317493,0.00022200408,0.00029880874,0.0005403628,0.0006564623,0.0017940626,0.0026466425,0.00086944405,0.00071500515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038210996,0.0006385637,0.0024182347,0.0009625882,0.00016624633,0.0008302901,0.0013650887,0.047193713,0.27728125,0.14028594,0.01632876,0.5087083],"study_design_scores_gemma":[0.000570402,0.0012002185,0.0019100418,0.00010694237,0.00017516207,0.0014119309,0.000564308,0.7562516,0.09932789,0.108399406,0.02987793,0.00020419313],"about_ca_topic_score_codex":0.00040006093,"about_ca_topic_score_gemma":0.0006424191,"teacher_disagreement_score":0.0026499853,"about_ca_system_score_codex":0.0007332174,"about_ca_system_score_gemma":0.001121864,"threshold_uncertainty_score":0.008865118},"labels":[],"label_agreement":null},{"id":"W2052838984","doi":"10.5555/1554126.1554162","title":"EAP-Sens: a security architecture for wireless sensor networks","year":2008,"lang":"en","type":"article","venue":"International Wireless Internet Conference","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer network; Computer science; Authentication (law); Wireless sensor network; Key (lock); Authentication protocol; Protocol (science); Wireless; Relay; Computer security; Telecommunications","score_opus":0.02480758273088551,"score_gpt":0.2554788109328239,"score_spread":0.23067122820193836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052838984","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040933166,0.00045322324,0.9479705,0.00020906555,0.00013465757,0.000323489,0.00016220374,0.004353664,0.0054600695],"genre_scores_gemma":[0.46450695,0.0010625907,0.5258233,0.00016753167,0.00005477116,0.0008651655,0.00058751274,0.0003708279,0.006561264],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99957913,0.0001239099,0.000027564314,0.000043667038,0.00019193518,0.000033861288],"domain_scores_gemma":[0.99968123,0.00009285849,0.00004241996,0.00007423291,0.00008151708,0.000027740978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006703275,0.00054706144,0.00032963,0.00027977585,0.00040684352,0.0006381974,0.0013560008,0.00047910216,0.0020252687],"category_scores_gemma":[0.0010802272,0.00036069888,0.00042787814,0.00025727466,0.0005787406,0.0012456361,0.00068050704,0.00087412534,0.00038037682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022386103,0.00018243337,0.0031363561,0.00053489505,0.00014235757,0.00027947425,0.00026161474,0.80957735,0.03722848,0.06119063,0.0049887453,0.082253814],"study_design_scores_gemma":[0.000046018777,0.0002814586,0.0005572355,0.000032009088,0.00004917293,0.00016597731,0.000032238982,0.94496304,0.017712353,0.009715676,0.02641457,0.000030174153],"about_ca_topic_score_codex":0.001012974,"about_ca_topic_score_gemma":0.0011029117,"teacher_disagreement_score":0.0020252687,"about_ca_system_score_codex":0.00034856508,"about_ca_system_score_gemma":0.000655048,"threshold_uncertainty_score":0.0067752004},"labels":[],"label_agreement":null},{"id":"W2053990076","doi":"10.1145/1352533.1352552","title":"Minimum node degree and κ-connectivity for key predistribution schemes and distributed sensor networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Node (physics); Key (lock); Degree (music); Random graph; Theoretical computer science; Graph; Distributed computing; Topology (electrical circuits); Computer network; Mathematics; Computer security; Engineering; Physics; Combinatorics","score_opus":0.028457796195313568,"score_gpt":0.23492012959547248,"score_spread":0.2064623334001589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053990076","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29731235,0.004269626,0.6723292,0.0038196654,0.00013303118,0.0001222058,0.00044525947,0.00032134115,0.02124741],"genre_scores_gemma":[0.9635204,0.0029480145,0.03001049,0.0001791663,0.00019233068,0.00019890013,0.00027837552,0.00008783365,0.0025845913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987471,0.00041650384,0.00007760059,0.0002806847,0.00032937046,0.00014868857],"domain_scores_gemma":[0.9843836,0.0119809965,0.0017146867,0.0008782135,0.00073849317,0.00030403727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001683704,0.00085004675,0.0007615899,0.0014772563,0.00092000543,0.0011589156,0.0011042316,0.0010760064,0.002792873],"category_scores_gemma":[0.012829002,0.00036239708,0.00070392183,0.0015755054,0.0026981286,0.0046525877,0.0013844531,0.0015851484,0.00031659112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039403714,0.00008012557,0.003294229,0.00048435768,0.000083717954,0.00061751273,0.0007635671,0.20082581,0.011493038,0.7493632,0.0035974523,0.029003002],"study_design_scores_gemma":[0.000048485053,0.00017420074,0.0019338405,0.00010453006,0.00004465324,0.00090916466,0.00025665615,0.3477944,0.0028922788,0.6415771,0.004207956,0.000056656456],"about_ca_topic_score_codex":0.0010112489,"about_ca_topic_score_gemma":0.00082938885,"teacher_disagreement_score":0.002792873,"about_ca_system_score_codex":0.001147718,"about_ca_system_score_gemma":0.00044833528,"threshold_uncertainty_score":0.009343088},"labels":[],"label_agreement":null},{"id":"W2058242263","doi":"10.1007/s11276-011-0383-2","title":"On batch verification with group testing for vehicular communications","year":2011,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":149,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scheme (mathematics); Group signature; Identity (music); Overhead (engineering); Tracing; Signature (topology); Transmission (telecommunications); Public-key cryptography; Distributed computing; Computer network; Encryption; Telecommunications; Operating system; Mathematics","score_opus":0.05280334535817559,"score_gpt":0.24091671440773416,"score_spread":0.18811336904955855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058242263","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023263235,0.0005195083,0.9692556,0.0012386453,0.00032322414,0.0002779344,0.0002077749,0.0017345027,0.0031795609],"genre_scores_gemma":[0.74691933,0.0005254519,0.24170418,0.0010579216,0.0010209127,0.0006405702,0.00071452797,0.0007157525,0.0067011984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97705084,0.009960467,0.0012003593,0.0029725363,0.0056579025,0.0031578362],"domain_scores_gemma":[0.86802506,0.101251625,0.0037175613,0.018826343,0.0065352246,0.001644148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017284585,0.0031785695,0.0049079666,0.0021332258,0.0024038304,0.0035703327,0.006634988,0.0042473087,0.008128271],"category_scores_gemma":[0.06913907,0.0014738819,0.003101818,0.0021663473,0.008101114,0.013056535,0.008336547,0.0062052044,0.0015649273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049882256,0.0005926261,0.0040065465,0.00071458245,0.00045735695,0.00094419654,0.00065251003,0.4564285,0.0105576515,0.35350117,0.01597882,0.1511778],"study_design_scores_gemma":[0.00018505019,0.00022570328,0.00030187046,0.000042196632,0.00006677269,0.0000924536,0.000050678183,0.7117713,0.0038418586,0.28238794,0.0009803997,0.00005373253],"about_ca_topic_score_codex":0.00580226,"about_ca_topic_score_gemma":0.0046898574,"teacher_disagreement_score":0.017284585,"about_ca_system_score_codex":0.0036160683,"about_ca_system_score_gemma":0.005266987,"threshold_uncertainty_score":0.0914107},"labels":[],"label_agreement":null},{"id":"W2063832555","doi":"10.1117/12.824207","title":"Using received signal strength indicator to detect node replacement and replication attacks in wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Replication (statistics); Wireless sensor network; Signal strength; Node (physics); SIGNAL (programming language); Computer network; Wireless; Telecommunications; Acoustics","score_opus":0.015050119975712126,"score_gpt":0.25129521290089124,"score_spread":0.23624509292517912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063832555","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45850843,0.0009273904,0.5376531,0.00020405246,0.00006795249,0.00008446781,0.00006294349,0.00072409096,0.0017676125],"genre_scores_gemma":[0.9677557,0.00024692054,0.031545088,0.000025240546,0.000022765276,0.00004004437,0.000053468037,0.000019260317,0.00029156485],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99829787,0.00063447497,0.00011966966,0.00022098789,0.0006163736,0.0001106622],"domain_scores_gemma":[0.99135286,0.004686489,0.002240708,0.00079914415,0.000787998,0.00013286351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021453295,0.000953192,0.0006395555,0.0017406017,0.00023115001,0.0006883906,0.0007846791,0.0010871436,0.00031196585],"category_scores_gemma":[0.010674172,0.00032212402,0.0004913747,0.00087977055,0.00093393645,0.0019069368,0.0005655341,0.0005446071,0.00026727785],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012867809,0.000376833,0.08321219,0.00035452005,0.00043570675,0.0011484227,0.0003842298,0.5824813,0.16647881,0.009512137,0.0006980462,0.15363103],"study_design_scores_gemma":[0.0000142100325,0.0005842689,0.0077337376,0.0000180472,0.0000656051,0.0008686191,0.00006977388,0.9537743,0.034174714,0.0021905028,0.00045988616,0.000046432462],"about_ca_topic_score_codex":0.00031642092,"about_ca_topic_score_gemma":0.00020937322,"teacher_disagreement_score":0.0021453295,"about_ca_system_score_codex":0.00047519887,"about_ca_system_score_gemma":0.00025965166,"threshold_uncertainty_score":0.011345744},"labels":[],"label_agreement":null},{"id":"W2065173814","doi":"10.1109/trustcom.2012.32","title":"A Hybrid Key Management Protocol for Wireless Sensor Networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Public key infrastructure; Wireless sensor network; Key management; Computer network; Public-key cryptography; Key distribution in wireless sensor networks; Key (lock); Key distribution; Cryptography; Computer security; Distributed computing; Cryptographic protocol; Wireless network; Wireless; Encryption; Telecommunications","score_opus":0.02399043225526584,"score_gpt":0.28358032787069365,"score_spread":0.25958989561542783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065173814","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004873991,0.001961109,0.9827586,0.0004908825,0.000537512,0.0004985878,0.00017865599,0.0014102041,0.0072904257],"genre_scores_gemma":[0.32047725,0.003537673,0.6462714,0.0011947437,0.0004271727,0.0031023049,0.0014103262,0.000311517,0.023267597],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986319,0.0003719156,0.00016012238,0.0001720758,0.00055885775,0.00010520458],"domain_scores_gemma":[0.9992781,0.00019704073,0.000091497976,0.00018490435,0.0001855613,0.000062857755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010907952,0.0005418474,0.0006053725,0.0007059608,0.0009239955,0.0011961191,0.0015963886,0.0009862563,0.0025147817],"category_scores_gemma":[0.0017215876,0.0002648323,0.00046857187,0.001042618,0.0007961175,0.0033248921,0.0023870447,0.001519962,0.0013021159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063566776,0.00020958041,0.0006085844,0.0014221462,0.00019248363,0.0011971288,0.00061456463,0.027179344,0.07782967,0.42892835,0.03439211,0.42679042],"study_design_scores_gemma":[0.00035331523,0.00080053514,0.0006788859,0.00021418404,0.00022883715,0.003834195,0.0002032234,0.29981846,0.052973058,0.18633957,0.4543094,0.00024633337],"about_ca_topic_score_codex":0.00027033428,"about_ca_topic_score_gemma":0.00032650612,"teacher_disagreement_score":0.0025147817,"about_ca_system_score_codex":0.0005416919,"about_ca_system_score_gemma":0.0009460926,"threshold_uncertainty_score":0.008412778},"labels":[],"label_agreement":null},{"id":"W2067856487","doi":"10.1109/glocom.2006.261","title":"NIS01-1: An Efficient Key Management Scheme for Heterogeneous Sensor Networks","year":2006,"lang":"en","type":"article","venue":"Globecom","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec","funders":"","keywords":"Wireless sensor network; Computer science; Key management; Overhead (engineering); Scheme (mathematics); Key (lock); Computer network; Distributed computing; Key distribution in wireless sensor networks; Homogeneous; Computer security; Telecommunications; Wireless network; Wireless; Encryption","score_opus":0.008986656461933522,"score_gpt":0.22726327122442055,"score_spread":0.21827661476248703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067856487","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06432238,0.0017906979,0.90344304,0.0007396349,0.00042840585,0.00078191573,0.0006635862,0.003368293,0.024461979],"genre_scores_gemma":[0.79632825,0.0005717334,0.18783262,0.00030949636,0.00007969244,0.0005119031,0.0012654568,0.00010615859,0.012994662],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999178,0.00020264549,0.00008139263,0.00008309324,0.00033320827,0.00012174537],"domain_scores_gemma":[0.9989807,0.00014881571,0.00014929092,0.0003525935,0.0002872169,0.000081277125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012497052,0.00048223155,0.0006844955,0.0007466915,0.00089944684,0.000753289,0.0022089689,0.00062817754,0.0026405563],"category_scores_gemma":[0.002163248,0.00020760638,0.00034071473,0.0010432687,0.00058654783,0.0024217418,0.0026027618,0.000803526,0.0011977798],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023181452,0.00038089798,0.0014383756,0.0008693327,0.0001414744,0.000469217,0.00041080778,0.08992352,0.16050634,0.20924759,0.029947784,0.50434643],"study_design_scores_gemma":[0.00034956215,0.00074511947,0.001179724,0.00007029189,0.00009127801,0.0009934291,0.00015109195,0.7507681,0.10409323,0.06350751,0.07788555,0.00016506227],"about_ca_topic_score_codex":0.00060496794,"about_ca_topic_score_gemma":0.0012388823,"teacher_disagreement_score":0.0026405563,"about_ca_system_score_codex":0.0013083521,"about_ca_system_score_gemma":0.001743929,"threshold_uncertainty_score":0.009492815},"labels":[],"label_agreement":null},{"id":"W2068300465","doi":"10.1007/s11227-008-0184-2","title":"Scalable and efficient key management for heterogeneous sensor networks","year":2008,"lang":"en","type":"article","venue":"The Journal of Supercomputing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; Acadia University","funders":"Higher Education Commision, Pakistan; Higher Education Commission, Pakistan; Acadia University","keywords":"Computer science; Scalability; Wireless sensor network; Key management; Key (lock); Distributed computing; Hash function; Computer network; Overhead (engineering); Key generation; Hash chain; Encryption; Computer security","score_opus":0.01707679819292564,"score_gpt":0.22265352274462183,"score_spread":0.20557672455169618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068300465","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09926477,0.0020498442,0.8916309,0.0009713931,0.00025424745,0.00018016211,0.00022703431,0.001297932,0.0041238004],"genre_scores_gemma":[0.934058,0.00034261757,0.06318074,0.000084058185,0.00008984425,0.00008921193,0.00019925501,0.000051285337,0.0019049828],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989209,0.00023861519,0.00010355738,0.00014970571,0.0003514977,0.00023561313],"domain_scores_gemma":[0.9975986,0.0008068231,0.00025773846,0.00087392173,0.00034305057,0.00011990216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015762842,0.0005953562,0.0009968099,0.0008008838,0.000997513,0.0013665004,0.0016815483,0.0005641779,0.001785235],"category_scores_gemma":[0.0041208323,0.00032648837,0.00026479494,0.0009455938,0.0007069619,0.0044752304,0.00275108,0.00084419025,0.00032645787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013880492,0.0002788514,0.0015354813,0.00031809494,0.00016093938,0.00039536096,0.00033522275,0.5067034,0.07481194,0.06849154,0.01420227,0.3313789],"study_design_scores_gemma":[0.000066963636,0.00008424448,0.00029619713,0.00000922175,0.00003636499,0.00009532467,0.00012155929,0.9515321,0.010734039,0.034144513,0.002861844,0.000017586688],"about_ca_topic_score_codex":0.000978207,"about_ca_topic_score_gemma":0.0019302765,"teacher_disagreement_score":0.001785235,"about_ca_system_score_codex":0.0008102939,"about_ca_system_score_gemma":0.00091607234,"threshold_uncertainty_score":0.008336306},"labels":[],"label_agreement":null},{"id":"W2068379583","doi":"10.1016/j.comnet.2010.01.006","title":"Sender access and data distribution control for inter-domain multicast groups","year":2010,"lang":"en","type":"article","venue":"Computer Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Multicast; Communication source; Computer network; Access control; Inter-domain; Xcast; Source-specific multicast; Computer security","score_opus":0.028002198897840672,"score_gpt":0.2949298534775314,"score_spread":0.26692765457969075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068379583","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0868339,0.0001902313,0.90899414,0.00025644476,0.00008955997,0.00016216333,0.000054444303,0.0005077708,0.0029113728],"genre_scores_gemma":[0.9553963,0.00007860193,0.041620295,0.00005676417,0.00008746654,0.00011443256,0.000053171643,0.00006355569,0.0025293939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99703074,0.00074793445,0.00019367077,0.00046827536,0.0009420652,0.00061734585],"domain_scores_gemma":[0.9882302,0.0059821373,0.0012385487,0.0018775384,0.0021217228,0.0005498779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005345058,0.00063658005,0.0011481822,0.00121179,0.0016066525,0.0023600827,0.0025338768,0.0008290112,0.0028560995],"category_scores_gemma":[0.011039622,0.0004540793,0.0004113339,0.0007663742,0.0019104386,0.0024201241,0.002480937,0.0014852476,0.00041429873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049829604,0.0008708402,0.004003719,0.0002569598,0.00015687036,0.00041110363,0.0021450422,0.338473,0.059545606,0.3707358,0.008025174,0.21039294],"study_design_scores_gemma":[0.00008956892,0.00016119056,0.00029712098,0.000009179899,0.000037718684,0.000059872797,0.00007610197,0.96112514,0.0073229596,0.029567752,0.0012284028,0.000024982937],"about_ca_topic_score_codex":0.002264684,"about_ca_topic_score_gemma":0.002265115,"teacher_disagreement_score":0.005345058,"about_ca_system_score_codex":0.0018031973,"about_ca_system_score_gemma":0.0014695877,"threshold_uncertainty_score":0.028267741},"labels":[],"label_agreement":null},{"id":"W2072063356","doi":"10.1016/j.comcom.2006.02.006","title":"A lightweight secure protocol for wireless sensor networks","year":2006,"lang":"en","type":"article","venue":"Computer Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Computer network; Protocol (science); Wireless sensor network; Wireless Transport Layer Security; Wireless network; Wireless; Computer security; Key distribution in wireless sensor networks; Telecommunications","score_opus":0.028390619704820864,"score_gpt":0.2924971031439529,"score_spread":0.264106483439132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072063356","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011431979,0.00069634104,0.97901136,0.00060652074,0.000441764,0.00042401048,0.00012310271,0.004342797,0.0029220881],"genre_scores_gemma":[0.40714177,0.0018233631,0.5560539,0.000865302,0.00091360067,0.0026249995,0.0008728587,0.0015574768,0.028146693],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969502,0.0005427927,0.00035380054,0.00022381074,0.0016775853,0.00025177162],"domain_scores_gemma":[0.99490225,0.0015142504,0.0005417364,0.0020992062,0.00067293824,0.0002695533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031410796,0.0011982579,0.0012247534,0.0016679235,0.0016734647,0.002297467,0.0021747157,0.001821907,0.004578578],"category_scores_gemma":[0.007082888,0.0010062204,0.0010238722,0.0012949685,0.0020274278,0.005926646,0.006101242,0.003994609,0.0025593683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015987942,0.0004867821,0.0010859525,0.001158288,0.00022317168,0.0011110057,0.00075785106,0.049136717,0.1326459,0.34826848,0.030698279,0.43282875],"study_design_scores_gemma":[0.0005282274,0.0010150161,0.000716176,0.00022487066,0.0004431525,0.0014588562,0.00020280662,0.50534016,0.09574359,0.29296824,0.10105616,0.0003028125],"about_ca_topic_score_codex":0.00048280947,"about_ca_topic_score_gemma":0.00083473185,"teacher_disagreement_score":0.004578578,"about_ca_system_score_codex":0.0009765909,"about_ca_system_score_gemma":0.0021246204,"threshold_uncertainty_score":0.016611814},"labels":[],"label_agreement":null},{"id":"W2073037239","doi":"10.1109/wowmom.2010.5535004","title":"Towards securing mintroute in wireless sensor networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer network; Computer science; Wireless sensor network; Routing protocol; Relay; Base station; Node (physics); Key distribution in wireless sensor networks; Protocol (science); Vulnerability (computing); Routing (electronic design automation); Wireless; Wireless network; Computer security; Engineering; Telecommunications","score_opus":0.0072552279419010775,"score_gpt":0.2250691335116877,"score_spread":0.2178139055697866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073037239","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19081092,0.0031314418,0.7976053,0.0020123755,0.00020406583,0.00019368491,0.000047906877,0.0016952818,0.004298922],"genre_scores_gemma":[0.857081,0.0018012585,0.13874224,0.00056014885,0.00006871394,0.00009675205,0.00005969835,0.00009926944,0.0014909429],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984144,0.0006663624,0.000076126926,0.00013229036,0.00061269506,0.00009800915],"domain_scores_gemma":[0.99479866,0.0022162562,0.00084746454,0.0014361026,0.000541789,0.0001597309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022071777,0.0006272756,0.00054580026,0.00071261305,0.0005604874,0.0011776794,0.0011353575,0.0013077466,0.00057127676],"category_scores_gemma":[0.009858794,0.00040988598,0.00038197625,0.00047683824,0.0019800144,0.0047210837,0.002528511,0.001903156,0.0002958722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014007614,0.00030121836,0.016966876,0.0011461935,0.00025967808,0.0016831042,0.002247065,0.37705162,0.18873993,0.113284945,0.00464076,0.29227787],"study_design_scores_gemma":[0.000046465873,0.0008671218,0.0011085722,0.00011501752,0.00003973501,0.001243493,0.00025192866,0.8999464,0.050456636,0.033299085,0.012568295,0.000057237896],"about_ca_topic_score_codex":0.00044211012,"about_ca_topic_score_gemma":0.0004803666,"teacher_disagreement_score":0.0022071777,"about_ca_system_score_codex":0.00044398385,"about_ca_system_score_gemma":0.0006165769,"threshold_uncertainty_score":0.011672795},"labels":[],"label_agreement":null},{"id":"W2077005773","doi":"10.1142/s0129054111008763","title":"UNCONDITIONALLY SECURE CONFERENCE KEY DISTRIBUTION: SECURITY NOTIONS, BOUNDS AND CONSTRUCTIONS","year":2011,"lang":"en","type":"article","venue":"International Journal of Foundations of Computer Science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Adversary; Adversarial system; Computer science; Key (lock); Adversary model; Computer security; Protocol (science); Key distribution; Construct (python library); Theoretical computer science; Provable security; Public-key cryptography; Cryptography; Computer network; Encryption; Artificial intelligence","score_opus":0.019485605838634658,"score_gpt":0.261422321712517,"score_spread":0.24193671587388235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077005773","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017814418,0.0031380763,0.96121675,0.0022763303,0.00015896795,0.00019826606,0.00030607585,0.00042670267,0.014464442],"genre_scores_gemma":[0.77185506,0.00653041,0.20982575,0.0008052023,0.00094692194,0.0011519588,0.000654593,0.00034562557,0.007884502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9891151,0.002775837,0.00065679627,0.0020843542,0.0037141049,0.00165383],"domain_scores_gemma":[0.9649764,0.019939791,0.0037428092,0.008057451,0.0019990234,0.001284422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007831884,0.0023351505,0.0019166187,0.003164127,0.0029590998,0.009418825,0.0046383333,0.003659535,0.00525558],"category_scores_gemma":[0.026213203,0.0016299232,0.002460437,0.0058815815,0.0098163085,0.02918623,0.01108094,0.012812852,0.0018344756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019041086,0.00012156985,0.0004232317,0.00034618814,0.000049617807,0.00018315073,0.00048596176,0.033972908,0.0040416378,0.94005364,0.002251594,0.017880103],"study_design_scores_gemma":[0.000057782705,0.00017312731,0.00036862039,0.0001923247,0.00010030232,0.00087138644,0.00022943736,0.17536472,0.014509984,0.7922161,0.015774077,0.00014211163],"about_ca_topic_score_codex":0.0010585997,"about_ca_topic_score_gemma":0.00048068218,"teacher_disagreement_score":0.009418825,"about_ca_system_score_codex":0.0077701174,"about_ca_system_score_gemma":0.0033032135,"threshold_uncertainty_score":0.056376457},"labels":[],"label_agreement":null},{"id":"W2077706268","doi":"10.1109/mobhoc.2009.5337014","title":"Randomly directed exploration: An efficient node clone detection protocol in wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Node (physics); Protocol (science); Wireless sensor network; Routing protocol; clone (Java method); Adversary; Distributed computing; Cloning (programming); Routing (electronic design automation); Computer security; Engineering","score_opus":0.016128903106290792,"score_gpt":0.26410276865991156,"score_spread":0.24797386555362078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077706268","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061297715,0.0006869861,0.93633986,0.00023290773,0.000032896365,0.00015382741,0.000026164289,0.00044068278,0.0007890108],"genre_scores_gemma":[0.744108,0.00074068713,0.2525968,0.00021834513,0.000037885602,0.00052416424,0.00013250111,0.000052017444,0.00158957],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99840194,0.0006889714,0.00009879979,0.00020757342,0.00052153954,0.000081215636],"domain_scores_gemma":[0.9974517,0.001222563,0.00046208553,0.00046271592,0.0002978161,0.00010306442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017429224,0.00052278663,0.0007218351,0.00087696506,0.0006264374,0.00050543464,0.0015695879,0.0008648278,0.00025236016],"category_scores_gemma":[0.00404246,0.00029819374,0.00044333405,0.0008986643,0.0011027787,0.0018934996,0.002365363,0.0005746909,0.0001278061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000986587,0.0002753931,0.0044160774,0.0005320581,0.0003595611,0.0011726485,0.001665382,0.3610588,0.1604606,0.06816802,0.0034178828,0.39748698],"study_design_scores_gemma":[0.000120599194,0.00058249343,0.00071557914,0.000033813125,0.000095699244,0.0010997623,0.00012177525,0.9291994,0.044983916,0.01714432,0.005823163,0.00007947521],"about_ca_topic_score_codex":0.0004329106,"about_ca_topic_score_gemma":0.00046030307,"teacher_disagreement_score":0.0017429224,"about_ca_system_score_codex":0.00037523534,"about_ca_system_score_gemma":0.00063931575,"threshold_uncertainty_score":0.00921762},"labels":[],"label_agreement":null},{"id":"W2078409723","doi":"10.1002/wcm.735","title":"Secure timing synchronization for heterogeneous sensor network using pairing over elliptic curve","year":2009,"lang":"en","type":"article","venue":"Wireless Communications and Mobile Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Synchronization (alternating current); Computer science; Computer network; Pairing; Cryptography; Overhead (engineering); Elliptic curve cryptography; Cryptographic protocol; Protocol (science); Key (lock); Public-key cryptography; Computer security; Distributed computing; Encryption","score_opus":0.030550962039006046,"score_gpt":0.29249121933862077,"score_spread":0.26194025729961473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078409723","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10174615,0.00034144355,0.8936051,0.00021470635,0.00011121751,0.000109667024,0.000041523766,0.0005206251,0.0033095186],"genre_scores_gemma":[0.9538191,0.00020230994,0.044587675,0.000038533028,0.00004941707,0.00007267518,0.000050441984,0.000020296804,0.0011595853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99900645,0.00039336973,0.00008020492,0.00014895175,0.00027299346,0.00009818406],"domain_scores_gemma":[0.99884856,0.00028784573,0.0002696808,0.00036133567,0.000149481,0.00008307827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015621918,0.00032536357,0.00061002345,0.0004960927,0.0006520881,0.00079129584,0.00052004046,0.00049211737,0.0010208766],"category_scores_gemma":[0.0020434454,0.00013542494,0.00027777237,0.00058558484,0.0007130648,0.0015997696,0.0017679335,0.00059397926,0.00026710896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014371151,0.00023427194,0.004200703,0.00029935045,0.00013668119,0.0012021587,0.00091164303,0.23234205,0.13976604,0.43847686,0.0032030642,0.17779003],"study_design_scores_gemma":[0.00017529352,0.00069084804,0.0007880813,0.00005155989,0.00007318466,0.0005424085,0.00016358674,0.8272404,0.072027385,0.08334349,0.014843813,0.000059956204],"about_ca_topic_score_codex":0.0001930848,"about_ca_topic_score_gemma":0.000096283395,"teacher_disagreement_score":0.0015621918,"about_ca_system_score_codex":0.0005017854,"about_ca_system_score_gemma":0.0006514234,"threshold_uncertainty_score":0.00826174},"labels":[],"label_agreement":null},{"id":"W2079890614","doi":"10.1145/1577222.1577277","title":"Group key management in wireless mesh networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Wireless mesh network; Computer network; Computer science; Key management; Key (lock); Group key; Multicast; Scalability; Distributed computing; Secure multicast; Rekeying; Protocol (science); Wireless network; Routing protocol; Wireless; Computer security; Routing (electronic design automation); Telecommunications; Protocol Independent Multicast; Reliable multicast; Encryption","score_opus":0.010287432773473106,"score_gpt":0.23493965853593918,"score_spread":0.22465222576246607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079890614","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012161999,0.060460433,0.9035184,0.0024242434,0.0012251146,0.00041759814,0.00014936925,0.0006908481,0.018951925],"genre_scores_gemma":[0.49419987,0.076018386,0.40539807,0.0010474698,0.0025176704,0.0012964332,0.0007476366,0.00012927262,0.018645223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983303,0.0005868553,0.00020140625,0.00021674503,0.0005540688,0.00011068131],"domain_scores_gemma":[0.9988733,0.00046695446,0.00020409138,0.00022501408,0.0001897905,0.00004087698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016186106,0.00054918544,0.00085918134,0.00089369423,0.0008600603,0.0017490293,0.0013606417,0.0014849728,0.0015932423],"category_scores_gemma":[0.0031782463,0.00033628114,0.000353655,0.0022995698,0.0011954893,0.004821547,0.0016677292,0.0011356171,0.0010395126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018501417,0.000096482516,0.0007968215,0.00210995,0.000100067075,0.0006174813,0.0005136972,0.043856062,0.012857035,0.2864965,0.017718168,0.6346528],"study_design_scores_gemma":[0.00013676117,0.00040088844,0.0009814048,0.0006108157,0.00015672568,0.0018030083,0.0005071065,0.17756137,0.013333512,0.48583788,0.3185286,0.00014191525],"about_ca_topic_score_codex":0.00042365247,"about_ca_topic_score_gemma":0.00026666798,"teacher_disagreement_score":0.0017490293,"about_ca_system_score_codex":0.0008016652,"about_ca_system_score_gemma":0.0009019643,"threshold_uncertainty_score":0.008560121},"labels":[],"label_agreement":null},{"id":"W2081488625","doi":"10.1504/ijsnet.2008.016460","title":"Performance implications of periodic key exchanges and packet integrity overhead in an 802.15.4 beacon enabled cluster","year":2007,"lang":"en","type":"article","venue":"International Journal of Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Key (lock); Computer network; Network packet; Overhead (engineering); Wireless sensor network; Cluster (spacecraft); Computer security; Operating system","score_opus":0.01996935187886101,"score_gpt":0.2836615649238604,"score_spread":0.2636922130449994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081488625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96620464,0.0006581089,0.029590385,0.00040285135,0.00007527765,0.000067393164,0.00006537804,0.0008063019,0.0021296106],"genre_scores_gemma":[0.997811,0.00005823121,0.0018634717,0.000014015492,0.0000044611393,0.000013587922,0.00002874372,0.000021190712,0.00018516292],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968929,0.0009816297,0.00012958335,0.00033960617,0.001078026,0.0005782526],"domain_scores_gemma":[0.97794926,0.0157551,0.0018742396,0.0017074312,0.0020327882,0.0006811518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004670493,0.00043246342,0.0005343882,0.0006221985,0.000666614,0.00093338935,0.0011669858,0.0008897595,0.00096584926],"category_scores_gemma":[0.02073945,0.00024252935,0.00020604531,0.00058347057,0.00077318924,0.0016618075,0.0006283359,0.0006527148,0.00014344303],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041163685,0.000604009,0.015787324,0.00031668838,0.0001809794,0.0005081697,0.00042498924,0.84684175,0.07153743,0.0071417927,0.0014437643,0.051096614],"study_design_scores_gemma":[0.00016764889,0.0026928808,0.008645853,0.000024714633,0.0001520063,0.00038064306,0.00022534853,0.9231122,0.061312795,0.0023948452,0.0008266299,0.0000644162],"about_ca_topic_score_codex":0.0017146963,"about_ca_topic_score_gemma":0.0008917646,"teacher_disagreement_score":0.004670493,"about_ca_system_score_codex":0.0018558328,"about_ca_system_score_gemma":0.0010519035,"threshold_uncertainty_score":0.024700165},"labels":[],"label_agreement":null},{"id":"W2084192698","doi":"10.1109/icc.2012.6363763","title":"Secure and efficient source location privacy-preserving scheme for wireless sensor networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Network packet; Wireless sensor network; Cloud computing; Node (physics); Cryptography; Scheme (mathematics); Sink (geography); Adversary; Computer security","score_opus":0.014552440124742595,"score_gpt":0.24094695676050493,"score_spread":0.22639451663576232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084192698","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032659672,0.0006582352,0.96357316,0.0004552556,0.00009259929,0.000113636954,0.00008603935,0.0005335401,0.0018278724],"genre_scores_gemma":[0.88373065,0.00062015944,0.112395845,0.00014169404,0.00008471499,0.00014663761,0.00017598996,0.000036303456,0.0026680408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979668,0.00050864386,0.0001380904,0.00027844316,0.00087217614,0.00023579657],"domain_scores_gemma":[0.9980013,0.00044784925,0.00033857382,0.00092541915,0.00021296315,0.00007387754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013530357,0.0006944183,0.00094287103,0.00078634184,0.0012564678,0.0010736791,0.0015347952,0.0009747173,0.0009082941],"category_scores_gemma":[0.002265598,0.00034374165,0.0008009173,0.0012421062,0.0010665201,0.0037234647,0.003222198,0.0013383535,0.0003874726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013530699,0.0003323001,0.0026136367,0.0006796808,0.00036613768,0.0010752158,0.001350187,0.23439457,0.16002303,0.2822112,0.006623328,0.30897766],"study_design_scores_gemma":[0.0002149415,0.00044681897,0.0006387867,0.000054127806,0.00016455982,0.0012995859,0.00020099856,0.8275883,0.07382172,0.07941474,0.016052987,0.000102485115],"about_ca_topic_score_codex":0.00030401303,"about_ca_topic_score_gemma":0.0003339887,"teacher_disagreement_score":0.0015347952,"about_ca_system_score_codex":0.0007821487,"about_ca_system_score_gemma":0.0011183092,"threshold_uncertainty_score":0.007155657},"labels":[],"label_agreement":null},{"id":"W2085333208","doi":"10.4304/jnw.4.1.9-18","title":"Probabilistic Evidence Aggregation for Malicious Node Position Bounding in Wireless Networks","year":2009,"lang":"en","type":"article","venue":"Journal of Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Bounding overwatch; Probabilistic logic; Node (physics); Computer network; Position (finance); Wireless; Wireless network; Computer security; Artificial intelligence; Telecommunications","score_opus":0.02250319157323996,"score_gpt":0.27810398996770636,"score_spread":0.25560079839446637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085333208","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08493823,0.00039710326,0.9130903,0.00030563885,0.000025279107,0.000084393,0.000046559155,0.00022512229,0.000887326],"genre_scores_gemma":[0.9140468,0.0001759302,0.08506637,0.00005133453,0.000051682313,0.00008272826,0.00006023415,0.000019675392,0.00044518113],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9946398,0.0025254874,0.00031612022,0.00053065125,0.0016917841,0.00029614507],"domain_scores_gemma":[0.9768262,0.01600198,0.0024349561,0.0028201519,0.0015490457,0.0003676714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007377036,0.0008115836,0.0014957871,0.0025552863,0.0009328555,0.0017687719,0.0020526454,0.00089864765,0.000716599],"category_scores_gemma":[0.024285361,0.0006055621,0.00081177114,0.0024134158,0.0017331607,0.0033598628,0.0029211268,0.0013559014,0.00014979726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000508974,0.00013363936,0.004068906,0.000111223366,0.00015811602,0.00021166375,0.0003579268,0.84072083,0.004522669,0.04527717,0.0007489625,0.10317998],"study_design_scores_gemma":[0.00001054324,0.000052341285,0.00033703944,0.000008181474,0.000019429897,0.000041940733,0.000027599628,0.988069,0.0012835136,0.009931637,0.00021032275,0.000008395012],"about_ca_topic_score_codex":0.002560307,"about_ca_topic_score_gemma":0.0019433256,"teacher_disagreement_score":0.007377036,"about_ca_system_score_codex":0.0020523914,"about_ca_system_score_gemma":0.0009878065,"threshold_uncertainty_score":0.03901398},"labels":[],"label_agreement":null},{"id":"W2085354569","doi":"10.1145/2185216.2185324","title":"Authentication in wireless sensor networks and applications","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Authentication (law); Key distribution in wireless sensor networks; Network topology; Software deployment; Wireless network; Message authentication code; Wireless; Computer security; Resource (disambiguation); Distributed computing; Cryptography; Telecommunications","score_opus":0.018615954522964863,"score_gpt":0.2188375697166452,"score_spread":0.20022161519368034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085354569","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064598895,0.3600299,0.4480537,0.02156813,0.0144475205,0.0005498525,0.0004939796,0.0013074685,0.1470896],"genre_scores_gemma":[0.27204818,0.39725372,0.1990746,0.0074891667,0.022600159,0.001651256,0.0015805139,0.00040871798,0.09789375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962119,0.0013356371,0.00037703672,0.0004259026,0.001485557,0.00016395505],"domain_scores_gemma":[0.99662185,0.0015047749,0.00027313308,0.00058851985,0.00084731827,0.0001644087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026874242,0.001274089,0.0013685432,0.0021342481,0.0015547171,0.0043348246,0.0015142572,0.0038743878,0.008753842],"category_scores_gemma":[0.007739159,0.0005524244,0.00063275354,0.006000862,0.0028764587,0.007131159,0.0022767847,0.0034455522,0.005684789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078064215,0.00007831125,0.00046940846,0.0016761323,0.000044665452,0.00058463775,0.00057037757,0.008925857,0.0020538517,0.65043294,0.060685482,0.27440014],"study_design_scores_gemma":[0.000025990967,0.000097021395,0.00049466925,0.00086680485,0.00004160159,0.0011828733,0.00030188143,0.022901319,0.00085459935,0.49739957,0.47577506,0.000058519847],"about_ca_topic_score_codex":0.0012314029,"about_ca_topic_score_gemma":0.00066845515,"teacher_disagreement_score":0.008753842,"about_ca_system_score_codex":0.0012483496,"about_ca_system_score_gemma":0.0015324069,"threshold_uncertainty_score":0.029284477},"labels":[],"label_agreement":null},{"id":"W2088025244","doi":"10.1145/1878537.1878780","title":"Enhancing broadcast authentication in sensor networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Authentication (law); Computer security; Computer network; Encryption; Reliability (semiconductor); Wireless sensor network; Denial-of-service attack; Authentication protocol; Message authentication code; Adversary; Cryptography; The Internet","score_opus":0.0068181547801306214,"score_gpt":0.22961757460233323,"score_spread":0.2227994198222026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088025244","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053804595,0.00153541,0.9386463,0.0002786902,0.00018533724,0.000116412695,0.000024543418,0.00090488116,0.004503832],"genre_scores_gemma":[0.84802634,0.0015860993,0.1439288,0.00012722224,0.00017596364,0.00014975869,0.000056818575,0.000055586697,0.005893397],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990741,0.00034687982,0.00006982746,0.00010040627,0.000312939,0.0000958489],"domain_scores_gemma":[0.9979936,0.00085395714,0.00022777793,0.00044514998,0.00040690004,0.00007262308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011116624,0.00052218675,0.00045710063,0.00060487917,0.00060374447,0.00090375636,0.00082000706,0.000967332,0.0014590743],"category_scores_gemma":[0.004220094,0.00024378192,0.00024330568,0.00056158367,0.0008728415,0.002160517,0.0016273422,0.0006780331,0.00068565895],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018086069,0.00016824462,0.0017184436,0.0009574727,0.00007390035,0.0008782083,0.0010776176,0.110589825,0.38898882,0.13018541,0.0035600765,0.35999334],"study_design_scores_gemma":[0.000106902764,0.0014376116,0.00088305963,0.000099797544,0.0001187663,0.0013946082,0.0002970068,0.74043185,0.18521915,0.045704063,0.02422699,0.00008021245],"about_ca_topic_score_codex":0.00036014858,"about_ca_topic_score_gemma":0.00033432513,"teacher_disagreement_score":0.0014590743,"about_ca_system_score_codex":0.00041272078,"about_ca_system_score_gemma":0.00049039605,"threshold_uncertainty_score":0.0058790445},"labels":[],"label_agreement":null},{"id":"W2090366662","doi":"10.1109/icc.2012.6363764","title":"A novel traffic-analysis back tracing attack for locating source nodes in wireless sensor networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Network packet; Traffic analysis; Adversary; Hotspot (geology); Wireless sensor network; Computer security","score_opus":0.03658114455549243,"score_gpt":0.275331259344557,"score_spread":0.23875011478906455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090366662","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07427141,0.00036500228,0.92283136,0.00032323258,0.000054064978,0.00011890456,0.000044694963,0.0006566255,0.0013347722],"genre_scores_gemma":[0.9132384,0.00032592882,0.08514511,0.00014210057,0.000043777385,0.000076514065,0.000062627165,0.000032951815,0.00093256385],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980704,0.0007359866,0.000095343574,0.00026850056,0.0006366336,0.00019319037],"domain_scores_gemma":[0.99513453,0.0024613976,0.00074108486,0.0010919292,0.00042639964,0.00014468808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013619919,0.00079803646,0.0008096097,0.0012562601,0.0009110338,0.00092059723,0.001420165,0.0015820528,0.00036815312],"category_scores_gemma":[0.0060803285,0.00037287702,0.0008424404,0.0010830897,0.0011739167,0.0033440369,0.002025503,0.0012648002,0.0001625173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001287781,0.0004258412,0.011616421,0.00037056732,0.00040930804,0.002184854,0.0011360949,0.49580088,0.12475931,0.0880382,0.0036731781,0.27029753],"study_design_scores_gemma":[0.000020327656,0.00019680032,0.00055628875,0.00001593647,0.000046087684,0.00087449595,0.000052440537,0.9691719,0.017228864,0.010299295,0.0015114151,0.000026176009],"about_ca_topic_score_codex":0.00052885426,"about_ca_topic_score_gemma":0.00047346487,"teacher_disagreement_score":0.0015820528,"about_ca_system_score_codex":0.0008780538,"about_ca_system_score_gemma":0.0006676717,"threshold_uncertainty_score":0.007202983},"labels":[],"label_agreement":null},{"id":"W2096349352","doi":"10.1109/ccece.2008.4564657","title":"Design and analysis of the security assessment framework for achieving discrete security values in wireless sensor networks","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mehran University of Engineering and Technology","keywords":"Computer science; Wireless sensor network; Scalability; Communications security; Computer security model; Cryptography; Network Access Control; Independence (probability theory); Security service; Network security; Concrete security; Computer network; Distributed computing; Computer security; Cloud computing security; Information security; Encryption; Mathematics","score_opus":0.017534649609853684,"score_gpt":0.23136362123285145,"score_spread":0.21382897162299777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096349352","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086591416,0.000060753246,0.9978744,0.00009084232,0.000012001167,0.00009794231,0.000009678624,0.00013866337,0.00084994815],"genre_scores_gemma":[0.09945826,0.0002767873,0.8983314,0.000082848805,0.000050225426,0.0004650356,0.00007180833,0.000080946054,0.0011825967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996067,0.0011583373,0.00031648658,0.00043483966,0.0018023708,0.0002210948],"domain_scores_gemma":[0.9978782,0.00089410954,0.00021527172,0.00024713855,0.0006487844,0.00011649965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058772983,0.000854778,0.0007847261,0.0015763382,0.0010365344,0.0027909293,0.0020472063,0.0010751996,0.0019726548],"category_scores_gemma":[0.007738529,0.0006012978,0.0013584327,0.00088646647,0.0020012094,0.0030984064,0.0018537026,0.002207813,0.0004350618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051751245,0.00007557488,0.0009015129,0.00024818908,0.00006403792,0.00022119752,0.00035141976,0.21229602,0.0062181647,0.65747327,0.0020302292,0.120068714],"study_design_scores_gemma":[0.00001931681,0.00009208586,0.0002418871,0.000100715246,0.000039357354,0.00016586919,0.000077795616,0.868542,0.004531847,0.114160165,0.011979444,0.000049510163],"about_ca_topic_score_codex":0.0037536514,"about_ca_topic_score_gemma":0.0029724976,"teacher_disagreement_score":0.0058772983,"about_ca_system_score_codex":0.002165219,"about_ca_system_score_gemma":0.00368486,"threshold_uncertainty_score":0.031082511},"labels":[],"label_agreement":null},{"id":"W2097407959","doi":"10.1145/1298239.1298254","title":"Anonymous topology discovery for multihop wireless sensor networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer network; Computer science; Wireless sensor network; Topology (electrical circuits); Network topology; Wireless; Wireless network; Distributed computing; Telecommunications; Engineering; Electrical engineering","score_opus":0.013094837543737992,"score_gpt":0.26139108474319445,"score_spread":0.24829624719945645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097407959","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047990307,0.0018306249,0.98888177,0.0005364619,0.00020646298,0.000093548486,0.000047065787,0.00039088167,0.0032142457],"genre_scores_gemma":[0.4584185,0.006805398,0.51918703,0.00035723014,0.00077254855,0.0008596977,0.00051097764,0.00018937282,0.012899273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971648,0.0010695785,0.00018854227,0.0002804373,0.0011894399,0.00010718255],"domain_scores_gemma":[0.9960563,0.001945942,0.0005287958,0.0008755699,0.000435025,0.00015834582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020964565,0.00041981615,0.000724804,0.0011514719,0.0011215264,0.0017302048,0.0014511379,0.0010264864,0.0014090106],"category_scores_gemma":[0.0074306442,0.00036724,0.00044689095,0.0015328228,0.0014205904,0.0036491062,0.0020119136,0.0012717127,0.0006043717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001764179,0.00006668017,0.0005767065,0.0005430314,0.000085290434,0.00060991105,0.00065739045,0.0963462,0.0065866592,0.6671415,0.00886004,0.21835022],"study_design_scores_gemma":[0.000044684588,0.00011107011,0.00026378158,0.00008586238,0.00005062896,0.0009279357,0.00016797049,0.4110179,0.0055682543,0.5196358,0.062056106,0.0000700306],"about_ca_topic_score_codex":0.0003972131,"about_ca_topic_score_gemma":0.0003957121,"teacher_disagreement_score":0.0020964565,"about_ca_system_score_codex":0.00082307187,"about_ca_system_score_gemma":0.00072182005,"threshold_uncertainty_score":0.011087298},"labels":[],"label_agreement":null},{"id":"W2098189207","doi":"10.1145/2069105.2069115","title":"A key management method based on an AVL tree and ECC cryptography for wireless sensor networks","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Division of Electrical, Communications and Cyber Systems; Natural Sciences and Engineering Research Council of Canada","keywords":"Elliptic curve cryptography; Key management; Computer science; Key (lock); Wireless sensor network; Cryptography; Computer network; Network packet; Distributed computing; Elliptic Curve Digital Signature Algorithm; Public-key cryptography; Algorithm; Computer security; Encryption","score_opus":0.025369488796827384,"score_gpt":0.2582908340436132,"score_spread":0.23292134524678582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098189207","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010128934,0.0010341611,0.98411995,0.00031670099,0.00017067655,0.00011890011,0.000035702196,0.0004920336,0.0035830515],"genre_scores_gemma":[0.4055289,0.0013819671,0.58428407,0.0003762341,0.000211709,0.0002649019,0.00019431846,0.00013011345,0.0076278215],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930775,0.00016074316,0.00006422229,0.00010433694,0.0003197906,0.000043206703],"domain_scores_gemma":[0.9993011,0.00015101158,0.00011679513,0.00016362008,0.00023866685,0.000028959814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541618,0.00027381093,0.00035421122,0.000962959,0.00065360835,0.00073285383,0.00071327074,0.0005902585,0.0014020256],"category_scores_gemma":[0.0013538148,0.00017155208,0.00037268497,0.0007134373,0.0005056074,0.0026044385,0.0008809974,0.00079576974,0.00078526477],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032116062,0.00013706328,0.00097105245,0.00072123925,0.00008244634,0.0003930087,0.00051359506,0.021640759,0.20446897,0.16073602,0.007030025,0.60298455],"study_design_scores_gemma":[0.0001248662,0.0009040387,0.0014573049,0.0001924004,0.00014048151,0.003866253,0.00026134154,0.5415984,0.22520739,0.0678201,0.15817319,0.00025425863],"about_ca_topic_score_codex":0.00020524238,"about_ca_topic_score_gemma":0.00019783435,"teacher_disagreement_score":0.0014020256,"about_ca_system_score_codex":0.0005205659,"about_ca_system_score_gemma":0.00055064337,"threshold_uncertainty_score":0.00469023},"labels":[],"label_agreement":null},{"id":"W2098468714","doi":"10.1109/icdcsw.2005.119","title":"Recognition in a Low-Power Environment","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Authentication (law); Software deployment; Protocol (science); Key (lock); Zero-knowledge proof; Computer security; Power (physics); Cryptographic protocol; Software engineering; Cryptography","score_opus":0.010662219849819129,"score_gpt":0.2022200007627781,"score_spread":0.19155778091295897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098468714","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06111208,0.00034882253,0.92054045,0.0005445149,0.00011521104,0.000072362294,0.00003931764,0.00061039947,0.01661678],"genre_scores_gemma":[0.8416216,0.00049049244,0.1439224,0.0003163433,0.00009087626,0.00017610591,0.00007912939,0.00018846743,0.013114474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9973436,0.00065116724,0.00010711613,0.0005077214,0.0010992467,0.00029110906],"domain_scores_gemma":[0.9952964,0.0022826085,0.00042883138,0.0013841381,0.00044621548,0.00016183688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010528077,0.0005227697,0.00071351446,0.0003452402,0.0009757622,0.0022613476,0.0013677015,0.0010158874,0.0037198488],"category_scores_gemma":[0.0040725544,0.00036665366,0.00040775808,0.00036058848,0.00324367,0.006676792,0.0026898305,0.00221628,0.0012985521],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000480157,0.00013612883,0.0008450075,0.00029035335,0.00003478312,0.000610959,0.001024185,0.03906895,0.08747505,0.801004,0.0021232567,0.066907175],"study_design_scores_gemma":[0.00012701076,0.000669746,0.000843889,0.00011302681,0.00007071068,0.0018502979,0.0004911866,0.29277152,0.17250605,0.48091406,0.049503475,0.00013900957],"about_ca_topic_score_codex":0.00040966313,"about_ca_topic_score_gemma":0.00031464876,"teacher_disagreement_score":0.0037198488,"about_ca_system_score_codex":0.0005980073,"about_ca_system_score_gemma":0.0006769574,"threshold_uncertainty_score":0.012444079},"labels":[],"label_agreement":null},{"id":"W2099284721","doi":"10.1109/tcomm.2011.072611.100047","title":"Inter-Domain Path Provisioning with Security Features: Architecture and Signaling Performance","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Network and Service Management","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Network for Business Sustainability","funders":"","keywords":"Computer science; Provisioning; Computer network; Distributed computing; Scalability; Authentication (law); Reservation; Signaling protocol; Quality of service; Computer security","score_opus":0.008846202419800414,"score_gpt":0.1845155972824848,"score_spread":0.17566939486268437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099284721","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42164725,0.0007518035,0.56021065,0.0006928303,0.00010052526,0.00028793377,0.00010651986,0.0035700959,0.012632302],"genre_scores_gemma":[0.9458906,0.0001476914,0.05206905,0.000050256273,0.000018021467,0.000037235477,0.00006316174,0.000030304927,0.0016937361],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924016,0.00015517334,0.000042614276,0.00012740195,0.00026356688,0.00017103061],"domain_scores_gemma":[0.99901986,0.00019178899,0.0001306663,0.00031631335,0.0002604162,0.000080953236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181924,0.000528463,0.0004146069,0.00058430503,0.0006703761,0.0016531543,0.001289176,0.00085702766,0.0018050496],"category_scores_gemma":[0.0016518924,0.0002468899,0.00025278205,0.00070947735,0.00062876334,0.0015317942,0.00086588983,0.00087199936,0.0005400023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013671457,0.00094144145,0.006620628,0.00022932695,0.00011230835,0.00046270614,0.00034246314,0.5277907,0.11335697,0.0668416,0.0050312905,0.27690348],"study_design_scores_gemma":[0.000023720633,0.00016848744,0.00076979084,0.00001002894,0.00002816841,0.00022863802,0.000038302132,0.9674094,0.024553075,0.0042284527,0.0025151274,0.000026914759],"about_ca_topic_score_codex":0.0021294167,"about_ca_topic_score_gemma":0.0024657112,"teacher_disagreement_score":0.0021294167,"about_ca_system_score_codex":0.0012825467,"about_ca_system_score_gemma":0.0012206836,"threshold_uncertainty_score":0.009305537},"labels":[],"label_agreement":null},{"id":"W2099402002","doi":"10.1109/wimob.2008.18","title":"RF Fingerprints for Secure Authentication in Single-Hop WSN","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Computer network; Authentication protocol; Authentication (law); Fingerprint (computing); Wireless sensor network; Cryptography; Cryptographic protocol; Wireless; Lightweight Extensible Authentication Protocol; Wireless network; Computer security; Protocol (science); Fingerprint recognition; Telecommunications","score_opus":0.03739399790403311,"score_gpt":0.2470474732024327,"score_spread":0.2096534752983996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099402002","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038396593,0.0031887616,0.95200855,0.00047308247,0.00019337746,0.0000780853,0.000037846326,0.0005617961,0.005061894],"genre_scores_gemma":[0.7582636,0.0040596444,0.2338524,0.00012889456,0.00016779771,0.00012781336,0.000045525125,0.000074290125,0.003280059],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989881,0.00026995217,0.00007389913,0.00011213193,0.00049136236,0.000064459535],"domain_scores_gemma":[0.9981351,0.00093176466,0.00021150998,0.00050216494,0.00017636795,0.000043026586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011700913,0.0004505393,0.0006974918,0.00073209335,0.0006589106,0.0012606838,0.0006645816,0.0010765494,0.0016068789],"category_scores_gemma":[0.0050233323,0.0003763226,0.00035326832,0.00077964977,0.0016887167,0.0034121838,0.0011580697,0.000871734,0.00077173946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045881124,0.00011237249,0.0018848602,0.000740147,0.00005124485,0.0010396801,0.0004592705,0.1882724,0.10990418,0.4723618,0.0029690238,0.22174618],"study_design_scores_gemma":[0.00005491101,0.00045690124,0.0010938013,0.00019208276,0.00007698203,0.0014640924,0.00021283574,0.7480236,0.05186784,0.177544,0.018895198,0.000117719894],"about_ca_topic_score_codex":0.00019733587,"about_ca_topic_score_gemma":0.00020441684,"teacher_disagreement_score":0.0016068789,"about_ca_system_score_codex":0.00044176428,"about_ca_system_score_gemma":0.0004511629,"threshold_uncertainty_score":0.0061880946},"labels":[],"label_agreement":null},{"id":"W2100509127","doi":"10.1002/sec.40","title":"Enforcing patient privacy in healthcare WSNs through key distribution algorithms","year":2008,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Division of Electrical, Communications and Cyber Systems","keywords":"Computer science; Cryptography; Elliptic curve cryptography; Key (lock); Session key; Computer security; Key distribution; Key generation; Computer network; Wireless sensor network; Algorithm; Public-key cryptography; Encryption","score_opus":0.019078756766280146,"score_gpt":0.24690316276150018,"score_spread":0.22782440599522003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100509127","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042750664,0.00023361098,0.95458114,0.00043964465,0.000032819164,0.00009219227,0.000026699052,0.00044425364,0.0013989377],"genre_scores_gemma":[0.7420203,0.00031868968,0.25573283,0.0001269474,0.000044050197,0.00014557534,0.000066293374,0.00005608337,0.0014891534],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.996869,0.0017837865,0.000237151,0.00031122295,0.0006225833,0.00017624036],"domain_scores_gemma":[0.9934576,0.0035599375,0.00089126185,0.001335149,0.00060686015,0.00014912126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050599263,0.00044935656,0.0006288047,0.0005779576,0.0006303873,0.0013853123,0.0010812733,0.0009417219,0.0012081227],"category_scores_gemma":[0.008414596,0.000261276,0.00032878388,0.00068392,0.0014869708,0.0027845732,0.00217567,0.0008692945,0.00049182004],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019022779,0.0004473232,0.0074342857,0.00041532278,0.00015349191,0.0007364331,0.0011543754,0.3467006,0.08304266,0.18408835,0.0044886954,0.36943612],"study_design_scores_gemma":[0.00021017552,0.00025158268,0.0007312555,0.000044238455,0.00004285641,0.000593073,0.0001642876,0.87113315,0.0502483,0.0691913,0.0073486823,0.00004112406],"about_ca_topic_score_codex":0.00028734404,"about_ca_topic_score_gemma":0.00017629574,"teacher_disagreement_score":0.0050599263,"about_ca_system_score_codex":0.00073440984,"about_ca_system_score_gemma":0.0009677841,"threshold_uncertainty_score":0.026759803},"labels":[],"label_agreement":null},{"id":"W2102495876","doi":"10.1007/s11390-013-1411-8","title":"TuLP: A Family of Lightweight Message Authentication Codes for Body Sensor Networks","year":2014,"lang":"en","type":"article","venue":"Journal of Computer Science and Technology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China; European Commission","keywords":"Computer science; Wireless sensor network; Message authentication code; Computer network; Authentication (law); Block (permutation group theory); Block cipher; Computer security; Cryptography; Encryption","score_opus":0.007124124298582951,"score_gpt":0.23301760556609105,"score_spread":0.2258934812675081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102495876","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00965875,0.0010339553,0.9790101,0.000370293,0.00030242026,0.00027636226,0.0002914422,0.0067327386,0.0023239923],"genre_scores_gemma":[0.39397308,0.0016561891,0.5831574,0.0013472781,0.00043425563,0.0020975054,0.0015648059,0.0011623316,0.014607252],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9978619,0.0005559573,0.00018774756,0.00019389526,0.0008835782,0.00031694898],"domain_scores_gemma":[0.994142,0.0020203188,0.0007725667,0.0013739092,0.001348199,0.00034301897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002302705,0.0011757761,0.0010800816,0.0020836946,0.0017178489,0.0013936993,0.0015310593,0.0014841888,0.0043130904],"category_scores_gemma":[0.010201521,0.0005547384,0.00077401823,0.0013608692,0.0011518663,0.0027660974,0.0047084885,0.0030899006,0.0032078275],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022038096,0.00025874563,0.0016971242,0.0011136914,0.000164114,0.0006462706,0.0004686498,0.03201475,0.074173905,0.09909843,0.0315369,0.7566237],"study_design_scores_gemma":[0.00043949162,0.001398739,0.0016216522,0.0005318638,0.00024143566,0.00242228,0.00023887376,0.6597508,0.103179365,0.12827437,0.10149928,0.00040185644],"about_ca_topic_score_codex":0.0009264431,"about_ca_topic_score_gemma":0.0010009177,"teacher_disagreement_score":0.0043130904,"about_ca_system_score_codex":0.00094593264,"about_ca_system_score_gemma":0.0020450437,"threshold_uncertainty_score":0.014428675},"labels":[],"label_agreement":null},{"id":"W2102806452","doi":"10.1145/1089803.1089967","title":"An efficient group key establishment in location-aided mobile ad hoc networks","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Group key; Computer science; Key (lock); Mobile ad hoc network; Distributed computing; Computer network; Wireless ad hoc network; Overhead (engineering); Scalability; Key management; Communication in small groups; Key exchange; Public-key cryptography; Wireless; Computer security; Network packet","score_opus":0.006781399206012978,"score_gpt":0.23520501646938802,"score_spread":0.22842361726337504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102806452","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046277955,0.0007457498,0.95031357,0.00027878254,0.000059999336,0.00011530111,0.000052783656,0.000438804,0.0017170142],"genre_scores_gemma":[0.6378417,0.0006623726,0.35848257,0.00008197854,0.000075529955,0.0001732263,0.00017823132,0.00003605926,0.0024683583],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989512,0.0003822828,0.00005935331,0.00014410654,0.00039409669,0.0000690854],"domain_scores_gemma":[0.99882275,0.00043234273,0.00018167087,0.00035395985,0.00015957562,0.000049693484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092814123,0.00032498006,0.0006282596,0.0004911878,0.00077621604,0.0005410464,0.00089011644,0.00069214776,0.0009979217],"category_scores_gemma":[0.0027346679,0.00024575886,0.00021504045,0.0008848099,0.00047262796,0.0027742141,0.0013087603,0.00051311945,0.0005696396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007534847,0.00033162843,0.0014683885,0.00052431703,0.00009335705,0.00036440536,0.00033843314,0.15441592,0.11283091,0.059183408,0.006084388,0.66361135],"study_design_scores_gemma":[0.00023193266,0.00065569236,0.0011375307,0.000031731757,0.000049484126,0.0005671466,0.00015831357,0.90184075,0.042620182,0.03954778,0.013115774,0.000043682583],"about_ca_topic_score_codex":0.00035173725,"about_ca_topic_score_gemma":0.0005421408,"teacher_disagreement_score":0.0009979217,"about_ca_system_score_codex":0.00036412114,"about_ca_system_score_gemma":0.00082317315,"threshold_uncertainty_score":0.0049085617},"labels":[],"label_agreement":null},{"id":"W2104208424","doi":"10.1109/infcom.2007.237","title":"PDA: Privacy-Preserving Data Aggregation in Wireless Sensor Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":436,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Science Foundation","keywords":"Data aggregator; Computer science; Overhead (engineering); Wireless sensor network; Information privacy; Computer network; Cluster analysis; Wireless; Distributed computing; Computer security; Artificial intelligence","score_opus":0.0348365351018771,"score_gpt":0.2818953844684843,"score_spread":0.24705884936660719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104208424","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01331019,0.00083572,0.9823033,0.000488522,0.00008577807,0.00010732448,0.00015711102,0.0011327539,0.0015792146],"genre_scores_gemma":[0.6523412,0.0016100091,0.33997583,0.0003138505,0.00016879615,0.00031501186,0.00045916246,0.00011850972,0.0046975478],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99742293,0.00086238165,0.00019638067,0.00044651685,0.00093596627,0.00013572609],"domain_scores_gemma":[0.99673295,0.0010857293,0.0003836491,0.0013481363,0.00032004985,0.00012947262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003189213,0.0005699535,0.00094033615,0.00076786586,0.0010872912,0.0017777543,0.0016275103,0.0008523433,0.0010152904],"category_scores_gemma":[0.0064326874,0.00038557296,0.00053439045,0.0019387288,0.0010958998,0.003728488,0.0027457308,0.0012261554,0.00056242064],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014092976,0.00024552547,0.0054213954,0.0011197177,0.00028737893,0.0008532315,0.001082394,0.1971318,0.04957889,0.18855065,0.013180288,0.54113936],"study_design_scores_gemma":[0.00013668403,0.0005616897,0.0010283842,0.00007727186,0.000120496756,0.0014408391,0.00039026115,0.7805854,0.056513067,0.11057908,0.048505332,0.000061491744],"about_ca_topic_score_codex":0.0005164261,"about_ca_topic_score_gemma":0.0005139729,"teacher_disagreement_score":0.003189213,"about_ca_system_score_codex":0.0006527123,"about_ca_system_score_gemma":0.0011490411,"threshold_uncertainty_score":0.016866326},"labels":[],"label_agreement":null},{"id":"W2104492357","doi":"10.1109/ccece.2005.1557236","title":"M-cliques: modified cliques key agreement for secure multicast","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Multicast; Key management; Key (lock); Scalability; Computer network; Distributed computing; Group key; Computer security; Operating system; Encryption","score_opus":0.016710546619037994,"score_gpt":0.25792185402252205,"score_spread":0.24121130740348407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104492357","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039901678,0.000653862,0.94847757,0.00083484163,0.00035594846,0.0006113155,0.00041829867,0.0022685383,0.0064778817],"genre_scores_gemma":[0.698654,0.00045907957,0.29156125,0.0003419277,0.00021641358,0.0006355061,0.0008863327,0.00023797821,0.0070075584],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982186,0.00058407953,0.00012800886,0.0002759433,0.0005631692,0.00023005829],"domain_scores_gemma":[0.99811065,0.00042696838,0.00020971241,0.00068485615,0.0003609238,0.00020683341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015389997,0.00037952166,0.0006931046,0.00071672606,0.0014948238,0.0009579951,0.0020649503,0.000847966,0.0029861166],"category_scores_gemma":[0.0029854805,0.0003254616,0.00061502063,0.0010439298,0.0010840724,0.003487439,0.0033397772,0.0012605968,0.00080221164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021258583,0.00046146906,0.0017357502,0.0006962528,0.00024413818,0.00086630275,0.0010191549,0.099806614,0.08142487,0.32299352,0.038241744,0.45038432],"study_design_scores_gemma":[0.00044399695,0.0009059969,0.0010553307,0.000074098396,0.00009540308,0.0007364762,0.00026320567,0.7173766,0.037137203,0.13347535,0.108257554,0.00017875698],"about_ca_topic_score_codex":0.0014513107,"about_ca_topic_score_gemma":0.0021803116,"teacher_disagreement_score":0.0029861166,"about_ca_system_score_codex":0.0009334094,"about_ca_system_score_gemma":0.0015952133,"threshold_uncertainty_score":0.0099895},"labels":[],"label_agreement":null},{"id":"W2104733185","doi":"10.1109/music.2012.25","title":"Efficient Group Key Management in Wireless LANs","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer network; Computer science; Latency (audio); Multicast; Key (lock); Telecommunications; Computer security","score_opus":0.011954730105747297,"score_gpt":0.2308112634913925,"score_spread":0.2188565333856452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104733185","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07394047,0.0022596067,0.9184441,0.00051164924,0.00009057289,0.000114503586,0.000091550304,0.0010682476,0.003479341],"genre_scores_gemma":[0.88392955,0.0009593586,0.113170885,0.00008434722,0.00006582664,0.00011590391,0.00017004646,0.0000485603,0.0014554983],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983125,0.00057718594,0.00010551058,0.00016625698,0.00055320305,0.000285429],"domain_scores_gemma":[0.9978263,0.0010005928,0.0003503232,0.0004155381,0.00033986787,0.00006737067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016647008,0.00052004564,0.00084561313,0.0011408802,0.00097474374,0.0014186032,0.001105038,0.0005811756,0.001221595],"category_scores_gemma":[0.0054237815,0.0002927199,0.0002317421,0.0018722998,0.00094369607,0.004392126,0.0017939174,0.0006573062,0.00051528704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035234602,0.00013738994,0.0013025297,0.00033392874,0.000053932694,0.00018119186,0.00027942465,0.6815523,0.01581507,0.06973467,0.005238925,0.22501834],"study_design_scores_gemma":[0.000050254566,0.000102128,0.00024321355,0.000014382638,0.000013086354,0.00006974135,0.00010772977,0.96003366,0.0025957576,0.034136094,0.0026192546,0.000014671668],"about_ca_topic_score_codex":0.0015025695,"about_ca_topic_score_gemma":0.0014055449,"teacher_disagreement_score":0.0016647008,"about_ca_system_score_codex":0.0010780293,"about_ca_system_score_gemma":0.0010527842,"threshold_uncertainty_score":0.008803844},"labels":[],"label_agreement":null},{"id":"W2107225007","doi":"10.1109/infcom.2013.6567049","title":"ERCD: An energy-efficient clone detection protocol in WSNs","year":2013,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"clone (Java method); Wireless sensor network; Computer science; Software deployment; Protocol (science); Computer network; Distributed computing; Efficient energy use; Real-time computing; Engineering","score_opus":0.009368728696634843,"score_gpt":0.23901860501351735,"score_spread":0.2296498763168825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107225007","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06794435,0.0009344865,0.9268197,0.00037476994,0.00012639146,0.00034261972,0.0000939784,0.0013919679,0.0019716215],"genre_scores_gemma":[0.7481654,0.0009876883,0.24551076,0.00035253592,0.00006521166,0.00051282713,0.00032533472,0.00011135177,0.003968844],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99860114,0.0003298447,0.00015036306,0.00028156023,0.0005198741,0.00011723316],"domain_scores_gemma":[0.99640584,0.0014262436,0.0005297013,0.00093787763,0.00055627903,0.00014412861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001971038,0.00046547677,0.00080728973,0.0009437973,0.00076974835,0.0007936486,0.0017428942,0.0010780148,0.0006041765],"category_scores_gemma":[0.007115012,0.00028223876,0.00046424023,0.0007913501,0.0011346607,0.0028311294,0.0030248065,0.0010223843,0.00021575885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012377936,0.00038328057,0.005047778,0.00075518753,0.0002605618,0.0022044815,0.0017728842,0.19284783,0.2157056,0.08840123,0.0072502843,0.48413315],"study_design_scores_gemma":[0.00024610077,0.001003642,0.0012004689,0.000079497964,0.00014396718,0.0021462578,0.000264248,0.82522804,0.12768821,0.019215975,0.022655671,0.00012788389],"about_ca_topic_score_codex":0.00076412776,"about_ca_topic_score_gemma":0.0007180914,"teacher_disagreement_score":0.001971038,"about_ca_system_score_codex":0.0006445174,"about_ca_system_score_gemma":0.00091079035,"threshold_uncertainty_score":0.010423958},"labels":[],"label_agreement":null},{"id":"W2108256563","doi":"10.1109/glocom.2009.5425922","title":"CAT: Building Couples to Early Detect Node Compromise Attack in Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"","keywords":"Compromise; Wireless sensor network; Computer science; Computer network; Node (physics); Key distribution in wireless sensor networks; Wireless ad hoc network; Software deployment; Sensor node; Wireless; Jamming; Wireless network; Computer security; Engineering; Telecommunications","score_opus":0.01808687052984521,"score_gpt":0.2637207907496406,"score_spread":0.2456339202197954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108256563","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09523423,0.0007722095,0.8957775,0.00025539575,0.00013649077,0.00050680107,0.00012865801,0.0027622571,0.0044264086],"genre_scores_gemma":[0.76844406,0.0003676264,0.22429357,0.00023813288,0.00006291074,0.00036885325,0.00031382107,0.00009250887,0.005818528],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998865,0.00043260088,0.00007746622,0.0001663931,0.00038153198,0.000077047436],"domain_scores_gemma":[0.9984084,0.00033188896,0.0002820323,0.00053079065,0.00027940338,0.00016742066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00138207,0.0005898561,0.0007332796,0.0009065536,0.0006750369,0.0006281165,0.0015450101,0.00082778296,0.0019343734],"category_scores_gemma":[0.0029421246,0.00030749905,0.0003758126,0.0007897677,0.00071874005,0.00229066,0.0028959727,0.0005345624,0.00086594425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018711764,0.00049232005,0.013135026,0.0007922704,0.000267202,0.0010597141,0.0013445445,0.11192014,0.19579709,0.034036692,0.010926427,0.6283574],"study_design_scores_gemma":[0.00015123723,0.0028694088,0.003860006,0.000058218902,0.00012446036,0.0020979466,0.0002968482,0.8665333,0.09197075,0.010946408,0.021006333,0.0000850496],"about_ca_topic_score_codex":0.00040838867,"about_ca_topic_score_gemma":0.0004289254,"teacher_disagreement_score":0.0019343734,"about_ca_system_score_codex":0.00029284833,"about_ca_system_score_gemma":0.00033214924,"threshold_uncertainty_score":0.007309139},"labels":[],"label_agreement":null},{"id":"W2110566685","doi":"10.1016/j.adhoc.2006.05.007","title":"Self-healing group key distribution with time-limited node revocation for wireless sensor networks","year":2006,"lang":"en","type":"article","venue":"Ad Hoc Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Computer network; Keying; Computer science; Node (physics); Forward secrecy; Overhead (engineering); Group key; Wireless sensor network; Encryption; Authentication (law); Distributed computing; Public-key cryptography; Computer security; Engineering; Telecommunications","score_opus":0.0062802647671302975,"score_gpt":0.20510673432368645,"score_spread":0.19882646955655614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110566685","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062144056,0.00094746344,0.9342422,0.00034469436,0.00016008953,0.00012826963,0.000034609937,0.0005032915,0.0014953462],"genre_scores_gemma":[0.9384406,0.0003188177,0.057984553,0.000106889696,0.000085289495,0.00013159927,0.00005227463,0.00005183084,0.0028281643],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859494,0.000475224,0.00010508838,0.00021119515,0.0004646927,0.00014883246],"domain_scores_gemma":[0.9955199,0.002161803,0.0007300558,0.00097463623,0.00046378135,0.00014977336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021806457,0.00045275717,0.0008764776,0.00073405466,0.0007586151,0.0007298632,0.0016141882,0.0007237773,0.0011988031],"category_scores_gemma":[0.005619029,0.00034155478,0.00032186587,0.0008656692,0.0013680201,0.0026407635,0.0017226672,0.0008275029,0.00027943304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003705445,0.00052090327,0.002308383,0.0007154536,0.0003251981,0.00071780937,0.0011189617,0.38908023,0.10236726,0.106337756,0.007794919,0.38500774],"study_design_scores_gemma":[0.00014504214,0.00041707215,0.00040097424,0.00001991508,0.000072103474,0.0003764598,0.00015691158,0.947103,0.010315481,0.038272876,0.0026788388,0.000041296462],"about_ca_topic_score_codex":0.00045201092,"about_ca_topic_score_gemma":0.00056494685,"teacher_disagreement_score":0.0021806457,"about_ca_system_score_codex":0.0006838135,"about_ca_system_score_gemma":0.00068480603,"threshold_uncertainty_score":0.011532545},"labels":[],"label_agreement":null},{"id":"W2115638953","doi":"10.1016/j.mcm.2012.03.001","title":"Threshold behavior of multi-path random key pre-distribution for sparse wireless sensor networks","year":2012,"lang":"en","type":"article","venue":"Mathematical and Computer Modelling","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"National Science Council; National Research Foundation","keywords":"Wireless sensor network; Key (lock); Lemma (botany); Partition (number theory); Path (computing); Computer science; Mathematics; Topology (electrical circuits); Node (physics); Property (philosophy); Probability distribution; Theoretical computer science; Algorithm; Combinatorics; Computer network","score_opus":0.039580057052638486,"score_gpt":0.25468710724245686,"score_spread":0.21510705018981838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115638953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68921983,0.0009401171,0.29545814,0.0019546037,0.000079021236,0.00009219955,0.0002945807,0.0006875227,0.011274028],"genre_scores_gemma":[0.9951733,0.00016662056,0.0031763432,0.00005079067,0.00001279334,0.000024404375,0.00005138193,0.0000385786,0.0013057827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993986,0.00015501778,0.000026312353,0.00009333068,0.0001724296,0.00015436043],"domain_scores_gemma":[0.98753786,0.008954229,0.0011797522,0.0007643259,0.001131729,0.00043218405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016674973,0.00039082213,0.0007206766,0.0009257473,0.0005690674,0.001209702,0.0011760556,0.0010877309,0.002743087],"category_scores_gemma":[0.019396847,0.00044931864,0.0003423,0.00066658505,0.0016315543,0.0026822048,0.0010555962,0.0012540438,0.0003057142],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008184016,0.00014973582,0.0044061374,0.00037699283,0.00007871613,0.0007286453,0.0011232287,0.43440673,0.04897227,0.49121666,0.0033664545,0.014356028],"study_design_scores_gemma":[0.000028565924,0.00005956695,0.0009436102,0.000028756549,0.000016580438,0.00019939333,0.00012470411,0.9334325,0.0027340394,0.062169787,0.0002329504,0.000029604176],"about_ca_topic_score_codex":0.001385957,"about_ca_topic_score_gemma":0.0011856005,"teacher_disagreement_score":0.002743087,"about_ca_system_score_codex":0.0016007394,"about_ca_system_score_gemma":0.00082410476,"threshold_uncertainty_score":0.011614263},"labels":[],"label_agreement":null},{"id":"W2117133902","doi":"10.1109/euc.2008.125","title":"Key Management for Wireless Sensor Networks Using Trusted Neighbors","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Wireless sensor network; Computer network; Key distribution in wireless sensor networks; Exploit; Key (lock); Software deployment; Wireless; Wireless network; Secure communication; Scheme (mathematics); Key management; Set (abstract data type); Distributed computing; Computer security; Telecommunications; Encryption","score_opus":0.031993625675258625,"score_gpt":0.2477904683560343,"score_spread":0.21579684268077567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117133902","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024760023,0.0019774996,0.968472,0.0006519634,0.00017875394,0.00011829627,0.000029324701,0.0003065324,0.0035056833],"genre_scores_gemma":[0.90412456,0.001969247,0.08946732,0.00012325031,0.00018256187,0.00021243491,0.0000621197,0.000057655463,0.0038008594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839455,0.0006163639,0.00014654426,0.00019992611,0.00048289032,0.00015974087],"domain_scores_gemma":[0.997451,0.0011631155,0.0003376425,0.00058078597,0.00036133183,0.00010604087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021620071,0.0005301183,0.0008429118,0.0006666,0.0013537651,0.0019474,0.0011934516,0.0008420207,0.0017258642],"category_scores_gemma":[0.0073481076,0.00035075544,0.00038978737,0.0008086344,0.0014043387,0.0062851408,0.0030123275,0.0011343878,0.000639746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008264426,0.00012286281,0.0010678289,0.00063327764,0.00011276891,0.0008672277,0.001321914,0.25904605,0.025933146,0.50840867,0.006732831,0.19492699],"study_design_scores_gemma":[0.0001244434,0.00023507867,0.00015876575,0.00006687843,0.000057169567,0.0004889201,0.00027350525,0.79615915,0.007813346,0.18453962,0.010033736,0.0000494024],"about_ca_topic_score_codex":0.0004538982,"about_ca_topic_score_gemma":0.00055808644,"teacher_disagreement_score":0.0021620071,"about_ca_system_score_codex":0.0008308462,"about_ca_system_score_gemma":0.0009766732,"threshold_uncertainty_score":0.011433959},"labels":[],"label_agreement":null},{"id":"W2120736042","doi":"10.1109/lcn.2010.5735793","title":"A novel framework of secure network management for wireless and mobile networks","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Wireless network; Computer security; Network management; Mobile ad hoc network; Heterogeneous network; Scalability; Mobility management; Network management station; Network management application; Distributed computing; Wireless; Network architecture; Telecommunications","score_opus":0.006678671952219095,"score_gpt":0.2360105426280839,"score_spread":0.2293318706758648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120736042","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017308906,0.0006800814,0.9902506,0.000926062,0.00018588385,0.00011160825,0.000031451294,0.0002589232,0.005824492],"genre_scores_gemma":[0.25914326,0.0032713886,0.7213858,0.00073041377,0.0013897667,0.0010588433,0.00016340299,0.00019670092,0.012660393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99657756,0.00086173776,0.00023845898,0.00048496333,0.0015307851,0.0003064839],"domain_scores_gemma":[0.99749905,0.000862116,0.00036758854,0.0006707248,0.00039410143,0.00020645351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037364634,0.0011690106,0.0008677958,0.0015870617,0.0024280273,0.0044296817,0.002858874,0.002380914,0.0024865568],"category_scores_gemma":[0.0047941543,0.0005931638,0.0013133374,0.0013390433,0.005118086,0.007730138,0.0047012093,0.003731192,0.00081940176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014508793,0.000015723332,0.00008294506,0.000060013754,0.0000137287525,0.00013959127,0.00022921988,0.013129585,0.0013336072,0.969789,0.0020416705,0.013150444],"study_design_scores_gemma":[0.00003941569,0.00009350737,0.00012468333,0.00009109343,0.000047974627,0.00043143603,0.0001356081,0.24669515,0.0021205465,0.67673284,0.073436536,0.000051219537],"about_ca_topic_score_codex":0.001551833,"about_ca_topic_score_gemma":0.0017183053,"teacher_disagreement_score":0.0044296817,"about_ca_system_score_codex":0.0018657545,"about_ca_system_score_gemma":0.002720081,"threshold_uncertainty_score":0.019760549},"labels":[],"label_agreement":null},{"id":"W2122079212","doi":"10.1109/allerton.2008.4797698","title":"Unconditionally secure conference key distribution: Security definitions and their relations","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Adversary; Computer science; Computer security; Key (lock); Adversary model; Computer security model; Scheme (mathematics); Provable security; Concrete security; Cryptography; Theoretical computer science; Mathematics","score_opus":0.03148964896701981,"score_gpt":0.20924909795386715,"score_spread":0.17775944898684734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122079212","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05284567,0.007605586,0.898439,0.0053006858,0.00044794203,0.0003299413,0.00042743457,0.00025355906,0.034350183],"genre_scores_gemma":[0.823932,0.0063028233,0.15854758,0.00067512004,0.0009917046,0.00082729035,0.0003906237,0.00013599078,0.008196922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9903194,0.0032221773,0.0010185064,0.0017546571,0.0025273075,0.0011579975],"domain_scores_gemma":[0.98096883,0.009942235,0.0029090084,0.0032375269,0.002132441,0.00081000454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007466093,0.001571636,0.0011722835,0.0029122408,0.0027625968,0.007814487,0.0020574294,0.003333523,0.0024752826],"category_scores_gemma":[0.015087146,0.0010729996,0.001597002,0.003970301,0.011039654,0.018340306,0.006567764,0.008723759,0.0009347742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052109997,0.000033092507,0.00023980431,0.000082245606,0.000013563404,0.000057723104,0.00030394061,0.0036540397,0.00094040466,0.98658526,0.00047439866,0.0075634005],"study_design_scores_gemma":[0.000041132167,0.00013862606,0.00037197472,0.00011281327,0.00003996099,0.0005847702,0.00023978927,0.043238986,0.0058717816,0.93423885,0.015018292,0.00010296451],"about_ca_topic_score_codex":0.0008285634,"about_ca_topic_score_gemma":0.00028993713,"teacher_disagreement_score":0.007814487,"about_ca_system_score_codex":0.0040338147,"about_ca_system_score_gemma":0.001788489,"threshold_uncertainty_score":0.039484918},"labels":[],"label_agreement":null},{"id":"W2127061547","doi":"10.1109/lcn.2004.59","title":"GAKAP, multicast key agreement protocol for ad hoc networks based on group activity probability","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer network; Computer science; Wireless ad hoc network; Mobile ad hoc network; Multicast; Group key; Optimized Link State Routing Protocol; Distributed computing; Ad hoc wireless distribution service; Vehicular ad hoc network; Geocast; Reliable multicast; Protocol Independent Multicast; Routing protocol; Wireless; Network packet; Telecommunications","score_opus":0.03622281331853154,"score_gpt":0.29831943323992366,"score_spread":0.2620966199213921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127061547","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014063947,0.0016199063,0.9777796,0.00051608024,0.0003352261,0.00023726156,0.00012669369,0.0010104346,0.00431091],"genre_scores_gemma":[0.6537147,0.0022895515,0.3354519,0.0004936205,0.00026573738,0.00070694357,0.00030869295,0.000100197954,0.00666862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994591,0.00016285396,0.00004287851,0.00007480356,0.00020793396,0.000052497984],"domain_scores_gemma":[0.99944574,0.00020482545,0.0000817242,0.00009682765,0.0001278331,0.000042994307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070520095,0.00042205642,0.00055468554,0.0006221508,0.0007981559,0.00086512783,0.0009863841,0.0006610054,0.00075676414],"category_scores_gemma":[0.0025527598,0.00016568389,0.0003078367,0.0007401896,0.0007847972,0.0021062715,0.0012127438,0.0010244318,0.00033796526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056651485,0.00015106177,0.0016805143,0.00079074054,0.00018458888,0.0011468224,0.00076616276,0.10305338,0.04602062,0.5387009,0.018011095,0.2889277],"study_design_scores_gemma":[0.00023509737,0.0005346246,0.0009463304,0.00008340424,0.00019425625,0.0014819121,0.00023725307,0.59586555,0.021235272,0.29889846,0.08018749,0.00010039242],"about_ca_topic_score_codex":0.0004623351,"about_ca_topic_score_gemma":0.00058531313,"teacher_disagreement_score":0.0009863841,"about_ca_system_score_codex":0.0004352323,"about_ca_system_score_gemma":0.0008446584,"threshold_uncertainty_score":0.0037294626},"labels":[],"label_agreement":null},{"id":"W2127657034","doi":"10.1109/wcnc.2005.1424679","title":"A combinatorial approach to key predistribution for distributed sensor networks","year":2005,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":186,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Key (lock); Computer science; Resilience (materials science); Distributed computing; Set (abstract data type); Combinatorial design; Theoretical computer science; Computer network; Mathematics; Computer security; Discrete mathematics","score_opus":0.01312118378007004,"score_gpt":0.2343835220181597,"score_spread":0.22126233823808966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127657034","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00485153,0.0005569275,0.9858635,0.0003457021,0.00012286949,0.000052354062,0.000046641508,0.0000841065,0.008076343],"genre_scores_gemma":[0.5088798,0.0037094129,0.4756357,0.00058067485,0.00064399006,0.00055915595,0.00018883316,0.00016089015,0.009641555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891317,0.00041884175,0.00006926392,0.00016981778,0.00032034365,0.00010859324],"domain_scores_gemma":[0.9977374,0.001468905,0.0002061522,0.00031088805,0.000201006,0.000075659715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010090085,0.000924331,0.0008575959,0.0012101763,0.0010304673,0.0024196613,0.0015568961,0.0008937581,0.0050579365],"category_scores_gemma":[0.0042454335,0.0005420635,0.0010327543,0.0015195467,0.0024922085,0.0027531818,0.00151873,0.0022299106,0.000729795],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005040457,0.000048605896,0.00015134709,0.0001820443,0.00004512053,0.00017239555,0.00008684296,0.21297726,0.0055567417,0.74661416,0.002012218,0.03210279],"study_design_scores_gemma":[0.000016728181,0.00009344148,0.00009778939,0.000035102097,0.000027404209,0.00020877787,0.000043156888,0.46425432,0.0025699227,0.5262831,0.006327866,0.000042412423],"about_ca_topic_score_codex":0.00043350874,"about_ca_topic_score_gemma":0.0005992802,"teacher_disagreement_score":0.0050579365,"about_ca_system_score_codex":0.0013276461,"about_ca_system_score_gemma":0.0006902681,"threshold_uncertainty_score":0.016920447},"labels":[],"label_agreement":null},{"id":"W2133025096","doi":"10.1109/pst.2011.5971971","title":"Forward secure identity-based key agreement for dynamic groups","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Ottawa","funders":"","keywords":"Forward secrecy; Random oracle; Key-agreement protocol; Computer science; Computer security; Key (lock); Session key; Session (web analytics); Protocol (science); Secrecy; Group key; Ephemeral key; Cryptographic protocol; Identity (music); Computer network; Theoretical computer science; Cryptography; Key distribution; Public-key cryptography; Encryption; World Wide Web","score_opus":0.022470444943789532,"score_gpt":0.25086391689770254,"score_spread":0.22839347195391302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133025096","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075510256,0.0004161785,0.98806494,0.00036842952,0.00015321145,0.00009567605,0.000052661115,0.0002581665,0.0030397465],"genre_scores_gemma":[0.44987705,0.0011054475,0.5367401,0.000359001,0.00028082868,0.0006374389,0.0004021224,0.00008244487,0.01051545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966068,0.0008184009,0.00024892358,0.00046583673,0.0015846645,0.0002754203],"domain_scores_gemma":[0.9980584,0.00059058744,0.00026792896,0.0006676232,0.00027613278,0.0001393238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002503268,0.0005754437,0.0008652209,0.0006382013,0.0013966636,0.0014996643,0.002472088,0.0013029482,0.001922181],"category_scores_gemma":[0.0037303467,0.00044610738,0.0007622532,0.0009561541,0.0022297248,0.0053878347,0.0044358307,0.0023495303,0.00094993267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027280688,0.0001674256,0.00032242385,0.00030885724,0.000099565266,0.0006484402,0.0008622053,0.045552764,0.01850257,0.84053415,0.0043985657,0.088330366],"study_design_scores_gemma":[0.00029113473,0.00025200803,0.00017723507,0.00007697114,0.00010972184,0.00072458317,0.00013144602,0.35627997,0.025059536,0.55892867,0.05786561,0.0001031586],"about_ca_topic_score_codex":0.00041088124,"about_ca_topic_score_gemma":0.00038157063,"teacher_disagreement_score":0.002503268,"about_ca_system_score_codex":0.00096855074,"about_ca_system_score_gemma":0.0015002905,"threshold_uncertainty_score":0.013238668},"labels":[],"label_agreement":null},{"id":"W2133199053","doi":"10.1186/1687-1499-2014-131","title":"Anti-traffic analysis attack for location privacy in WSNs","year":2014,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Computer science; Adversary; Sink (geography); Encryption; Computer security; Traffic analysis; Heuristics; Computer network; Energy consumption; Security analysis; Entropy (arrow of time)","score_opus":0.044163912079959906,"score_gpt":0.30468021088215996,"score_spread":0.26051629880220006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133199053","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084539495,0.00036497894,0.9118508,0.00046126838,0.000057125588,0.00008374397,0.000058309593,0.0004862763,0.0020980795],"genre_scores_gemma":[0.94059163,0.00025793415,0.05795239,0.000105525745,0.000038763817,0.000090472015,0.000069002366,0.0000330178,0.0008612326],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997789,0.00080629706,0.00014902442,0.00035196738,0.0006339934,0.00026971893],"domain_scores_gemma":[0.99588084,0.0017306389,0.0006295612,0.0011510425,0.00048186653,0.00012606604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014854062,0.0007289484,0.0007645262,0.000807833,0.0010965415,0.00088604674,0.0011236233,0.0009957084,0.0007351422],"category_scores_gemma":[0.005033319,0.00033442266,0.0010042493,0.0007624203,0.0010610825,0.0032849747,0.0018159697,0.0011814783,0.00022233112],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014604114,0.0003519774,0.00774271,0.0005346753,0.00028856238,0.00100463,0.00071127195,0.3935181,0.24654594,0.124445565,0.0034958804,0.21990032],"study_design_scores_gemma":[0.00003085947,0.0002501333,0.00068838475,0.000019608067,0.00006191216,0.0005476497,0.000079325706,0.9290777,0.042618625,0.023869937,0.0027285449,0.000027344044],"about_ca_topic_score_codex":0.00031412096,"about_ca_topic_score_gemma":0.0003473324,"teacher_disagreement_score":0.0014854062,"about_ca_system_score_codex":0.0008435068,"about_ca_system_score_gemma":0.0009174088,"threshold_uncertainty_score":0.007855654},"labels":[],"label_agreement":null},{"id":"W2133461558","doi":"10.1109/iaw.2006.1652102","title":"Location-Based Pairwise Key Establishment and Data Authentication for Wireless Sensor Networks","year":2006,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Computer network; Wireless sensor network; Authentication (law); Base station; Key distribution in wireless sensor networks; Public-key cryptography; Overhead (engineering); Key management; Cryptography; Key (lock); Key distribution; Message authentication code; Wireless network; Wireless; Encryption; Computer security; Telecommunications","score_opus":0.02042487548448242,"score_gpt":0.2547838226098486,"score_spread":0.2343589471253662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133461558","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072058616,0.0011216874,0.9887489,0.0002798892,0.00012841652,0.00009979558,0.00003216224,0.000507811,0.0018754782],"genre_scores_gemma":[0.57216805,0.0022247767,0.41884038,0.00020914947,0.0003013404,0.0004115007,0.00029991352,0.000079004065,0.0054658954],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977157,0.00086369005,0.00018485183,0.00031758842,0.00078640436,0.00013174418],"domain_scores_gemma":[0.99791247,0.00044720402,0.0004476873,0.00068935583,0.00042814712,0.00007519402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012827654,0.000532123,0.00057482836,0.00061422924,0.00089755136,0.00075757696,0.0011556895,0.0008350119,0.0024832757],"category_scores_gemma":[0.0045234472,0.00029521764,0.00048209022,0.0011767016,0.00094073766,0.0040029557,0.0017835185,0.0009805233,0.001443307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091347884,0.0002110812,0.0021086864,0.0009949318,0.00012976906,0.00087946304,0.00054557365,0.040480405,0.11315711,0.19529964,0.012428661,0.6328513],"study_design_scores_gemma":[0.00027958115,0.0012030869,0.001992221,0.00014755572,0.00021748815,0.003609848,0.00023464116,0.6578717,0.119336806,0.09779992,0.11708558,0.00022150463],"about_ca_topic_score_codex":0.00048881135,"about_ca_topic_score_gemma":0.00051903416,"teacher_disagreement_score":0.0024832757,"about_ca_system_score_codex":0.0007013308,"about_ca_system_score_gemma":0.0010518117,"threshold_uncertainty_score":0.008307397},"labels":[],"label_agreement":null},{"id":"W2134032001","doi":"10.1109/glocom.2010.5683730","title":"Intrusion Detection System for WSN-Based Intelligent Transportation Systems","year":2010,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Intrusion detection system; Intelligent transportation system; Wireless sensor network; Context (archaeology); Computer security; Confidentiality; Authentication (law); Wireless; Computer network; Telecommunications; Engineering; Transport engineering","score_opus":0.010640918329999593,"score_gpt":0.22377770279398826,"score_spread":0.21313678446398868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134032001","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049875263,0.0014762694,0.9175039,0.0010257533,0.0005956792,0.000405238,0.00027413134,0.008043368,0.02080044],"genre_scores_gemma":[0.7800279,0.0013057895,0.20385423,0.00036909894,0.00020453526,0.00040792167,0.00074701104,0.0000888534,0.012994557],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996099,0.00009096951,0.00004014936,0.00008630103,0.00014533613,0.000027361553],"domain_scores_gemma":[0.9996062,0.00011450597,0.000048009486,0.000050916686,0.00016419581,0.00001622925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057219,0.0003898944,0.0005379684,0.0006475232,0.00036125776,0.0007579969,0.0007832891,0.00060435734,0.0030380313],"category_scores_gemma":[0.0013610707,0.00012995844,0.00028314625,0.00035647667,0.0002782349,0.00085637625,0.00048146796,0.0004901107,0.0011765244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068112125,0.00029104823,0.0066683586,0.00063382,0.00020424477,0.0008058356,0.000409632,0.10552672,0.1252688,0.05766141,0.022909662,0.67893934],"study_design_scores_gemma":[0.00006339259,0.0004408475,0.0024229297,0.00006697648,0.00012551817,0.0008066818,0.00007066452,0.8644272,0.05105137,0.0072818897,0.07319617,0.00004635398],"about_ca_topic_score_codex":0.00052001094,"about_ca_topic_score_gemma":0.00052589877,"teacher_disagreement_score":0.0030380313,"about_ca_system_score_codex":0.00050744525,"about_ca_system_score_gemma":0.00045286785,"threshold_uncertainty_score":0.010163188},"labels":[],"label_agreement":null},{"id":"W2134114504","doi":"10.1109/euc.2008.176","title":"A Key Management Scheme for Cluster Based Wireless Sensor Networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Key management; Key distribution in wireless sensor networks; Default gateway; Public-key cryptography; Node (physics); Key (lock); Overhead (engineering); Cryptography; Sensor node; Session key; Key distribution; Cluster analysis; Distributed computing; Wireless network; Wireless; Computer security; Encryption; Engineering; Telecommunications","score_opus":0.01869704281860701,"score_gpt":0.22906961047382504,"score_spread":0.21037256765521803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134114504","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022837324,0.0029489703,0.96306187,0.0009541123,0.00070924376,0.00052759727,0.00019131956,0.0010676058,0.0077019483],"genre_scores_gemma":[0.71647346,0.0023751184,0.2644495,0.00050793815,0.00033021576,0.0009590504,0.00052325486,0.00008804455,0.014293387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999091,0.00020457867,0.0000970149,0.00015276186,0.0003394012,0.000115153445],"domain_scores_gemma":[0.99910957,0.00011748518,0.0001741152,0.0002359133,0.00028073302,0.00008215393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009554633,0.0005672389,0.00064611214,0.0008573344,0.0013986736,0.0008596011,0.0014408962,0.0010723165,0.0016939838],"category_scores_gemma":[0.0017651324,0.00022978062,0.0004620875,0.0015965169,0.00076181383,0.0029243408,0.0019424389,0.0010807717,0.00090244703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009946355,0.00021817427,0.00085855694,0.0009940509,0.00022313543,0.00069783285,0.00103382,0.05938851,0.12554115,0.37490353,0.026101014,0.40904546],"study_design_scores_gemma":[0.00050804147,0.0015552082,0.0014086011,0.00021888646,0.00034131185,0.0036858357,0.00038404632,0.49685672,0.08049514,0.15276986,0.2614272,0.00034910737],"about_ca_topic_score_codex":0.0004110354,"about_ca_topic_score_gemma":0.00032073125,"teacher_disagreement_score":0.0016939838,"about_ca_system_score_codex":0.0008624335,"about_ca_system_score_gemma":0.00097560044,"threshold_uncertainty_score":0.006257415},"labels":[],"label_agreement":null},{"id":"W2136157644","doi":"10.1109/wcnc.2009.4917570","title":"An Efficient Authentication and Key Management Protocol for Hierarchical Ad Hoc Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Wireless ad hoc network; Computer network; Key management; Mobile ad hoc network; Vehicular ad hoc network; Distributed computing; Authentication (law); Cryptography; Public-key cryptography; Key (lock); Wireless sensor network; Ad hoc wireless distribution service; Optimized Link State Routing Protocol; Computer security; Encryption; Telecommunications; Wireless","score_opus":0.014439865933963084,"score_gpt":0.2947711705016504,"score_spread":0.28033130456768734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136157644","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011621296,0.0006459589,0.9846266,0.00029248037,0.00016583712,0.00029209067,0.00007989626,0.0005575352,0.001718215],"genre_scores_gemma":[0.5586596,0.0010839006,0.43204755,0.00023005236,0.00019593521,0.00063581736,0.00057888514,0.000052654363,0.006515608],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989023,0.0002661007,0.000113515176,0.00012723004,0.0004912372,0.00009966403],"domain_scores_gemma":[0.99908066,0.00019716832,0.00019154567,0.00021696792,0.00024744344,0.00006624725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012899007,0.0004630366,0.00048724114,0.0006365342,0.0009666719,0.0006829616,0.0011637448,0.00055513723,0.0013020377],"category_scores_gemma":[0.0019240507,0.00026250098,0.0003661741,0.0007159942,0.00066773343,0.002459785,0.0018151884,0.00092999387,0.00069786946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006364491,0.00033110412,0.0012044061,0.0010212269,0.00018322663,0.00108031,0.0006531412,0.08516553,0.15621926,0.23597394,0.016760822,0.50077057],"study_design_scores_gemma":[0.00022198595,0.001032141,0.0012397817,0.00007999149,0.00021818682,0.0016501637,0.0002459446,0.81120807,0.05410186,0.05875134,0.07108931,0.00016123198],"about_ca_topic_score_codex":0.0005148754,"about_ca_topic_score_gemma":0.0007783585,"teacher_disagreement_score":0.0013020377,"about_ca_system_score_codex":0.0005559839,"about_ca_system_score_gemma":0.0013552274,"threshold_uncertainty_score":0.0068217516},"labels":[],"label_agreement":null},{"id":"W2136757130","doi":"10.1109/percom.2009.4912893","title":"Key predistribution scheme using keyed-hash chain and multipath key reinforcement for wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University; Acadia University","funders":"","keywords":"Computer science; Hash chain; Hash function; Computer network; Wireless sensor network; Key (lock); Cryptographic hash function; Key generation; Multipath propagation; Key space; Node (physics); Distributed computing; Computer security; Encryption; Channel (broadcasting); Engineering","score_opus":0.019408736110947306,"score_gpt":0.2554770365311719,"score_spread":0.23606830042022456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136757130","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054319557,0.0010985144,0.94154906,0.00019917825,0.00011991983,0.00023785351,0.00005954726,0.00070137397,0.0017148638],"genre_scores_gemma":[0.81357175,0.00059147936,0.18166317,0.000108731365,0.00010628191,0.00025626904,0.00016544676,0.000040225234,0.0034966278],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879164,0.00032793678,0.000108373744,0.00022741091,0.0003750499,0.00016958998],"domain_scores_gemma":[0.9981129,0.00043654474,0.00031275515,0.00074092025,0.0002682816,0.00012851907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012008214,0.00052607426,0.0007951584,0.0006663904,0.00074309146,0.000582302,0.001305205,0.00059825013,0.0016261239],"category_scores_gemma":[0.0021156208,0.00024591142,0.00044264362,0.00087005406,0.0010057372,0.0032553463,0.002380941,0.00084068585,0.0004853945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026299246,0.00031570112,0.0032323324,0.0008881314,0.00031010818,0.0011847991,0.0011858188,0.11140477,0.18200244,0.20336413,0.004183771,0.48929805],"study_design_scores_gemma":[0.0005352684,0.0023507716,0.0020319568,0.000099994955,0.00033570625,0.0030195802,0.0003144699,0.677953,0.16869171,0.103085436,0.041271847,0.00031022844],"about_ca_topic_score_codex":0.0003062612,"about_ca_topic_score_gemma":0.00023983477,"teacher_disagreement_score":0.0016261239,"about_ca_system_score_codex":0.0006442447,"about_ca_system_score_gemma":0.00077433547,"threshold_uncertainty_score":0.0063506365},"labels":[],"label_agreement":null},{"id":"W2137940221","doi":"10.1109/tmc.2010.40","title":"Localized Multicast: Efficient and Distributed Replica Detection in Large-Scale Sensor Networks","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Mobile Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Wuhan University; National University of Singapore; George Mason University","keywords":"Multicast; Computer science; Node (physics); Computer network; Replica; Distributed computing; Replication (statistics); Adversary; Wireless sensor network; Reliable multicast; Source-specific multicast; Computer security","score_opus":0.006467901101342321,"score_gpt":0.23652912507924323,"score_spread":0.2300612239779009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137940221","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0487209,0.0011584455,0.9479195,0.00030976353,0.000058573747,0.0001038451,0.000028291532,0.00083726016,0.000863425],"genre_scores_gemma":[0.85126066,0.00046714564,0.14701486,0.00007964027,0.00010826501,0.00014125915,0.000046587607,0.0000462554,0.00083523476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99836046,0.00067456736,0.00006709274,0.00017128923,0.00062914623,0.00009742879],"domain_scores_gemma":[0.9949473,0.0025652999,0.0006719369,0.0010441559,0.00063688424,0.00013434392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028068267,0.00057418935,0.0010599105,0.00089110126,0.0008378381,0.00073619804,0.0019589039,0.0011085491,0.0005315155],"category_scores_gemma":[0.0068778503,0.00032908868,0.00039510013,0.00088074896,0.0006873659,0.0020291584,0.0015186846,0.0005660194,0.00020335367],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007557674,0.00025886836,0.004368954,0.00040699655,0.00018327216,0.00060750725,0.0004577487,0.59055436,0.052719124,0.021496126,0.003473822,0.32471755],"study_design_scores_gemma":[0.000045914294,0.0001892969,0.0003746115,0.000012743363,0.000022580343,0.00021149621,0.00004682662,0.98364085,0.006194108,0.008009406,0.0012353866,0.000016825605],"about_ca_topic_score_codex":0.00064469804,"about_ca_topic_score_gemma":0.00074103684,"teacher_disagreement_score":0.0028068267,"about_ca_system_score_codex":0.00056318904,"about_ca_system_score_gemma":0.00051166717,"threshold_uncertainty_score":0.01484412},"labels":[],"label_agreement":null},{"id":"W2138739659","doi":"10.1109/icc.2008.467","title":"On Estimating the Topology of an Adversarial Wireless Network","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Adversarial system; Computer science; Wireless sensor network; Network packet; Network topology; Computer network; Encryption; Channel (broadcasting); Topology (electrical circuits); Wireless ad hoc network; Wireless network; Wireless; Mathematics; Telecommunications; Artificial intelligence","score_opus":0.01734524182824875,"score_gpt":0.2464808304780439,"score_spread":0.22913558864979514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138739659","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04552095,0.0002902769,0.9522158,0.00026076543,0.000025099778,0.000039345967,0.000047015255,0.00019150956,0.0014093135],"genre_scores_gemma":[0.8109818,0.0010387141,0.18575564,0.00006891591,0.000091674105,0.00010564189,0.00023408642,0.00006192317,0.0016616198],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99893194,0.0005328179,0.00004182714,0.00016681929,0.00024254013,0.000084070685],"domain_scores_gemma":[0.9910931,0.006774173,0.0009126254,0.00053088175,0.0004978676,0.00019146313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019854533,0.00075362925,0.0009028001,0.0015784822,0.00065591163,0.0011394318,0.0009895349,0.00094617554,0.00085506187],"category_scores_gemma":[0.016385708,0.0004932567,0.0004545271,0.0008531965,0.0014781443,0.0034559236,0.0014050852,0.0011326029,0.00029405722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006532278,0.000010594439,0.0010396889,0.000020005677,0.000016404261,0.00006500875,0.000049165006,0.97147626,0.0008084921,0.010124523,0.0002181005,0.01610651],"study_design_scores_gemma":[0.0000020902753,0.000012956476,0.00013266027,0.000004414155,0.0000035302562,0.000025999654,0.000015754944,0.99274147,0.00028111404,0.0066418345,0.00013390425,0.0000043909326],"about_ca_topic_score_codex":0.002306582,"about_ca_topic_score_gemma":0.0011058258,"teacher_disagreement_score":0.002306582,"about_ca_system_score_codex":0.0007832387,"about_ca_system_score_gemma":0.00047540752,"threshold_uncertainty_score":0.010500252},"labels":[],"label_agreement":null},{"id":"W2140661791","doi":"10.1109/lightsec.2011.11","title":"Secure Network Discovery in Wireless Sensor Networks Using Combinatorial Key Pre-distribution","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Node (physics); Key (lock); Path (computing); Wireless sensor network; Adversary; Disjoint sets; Adversarial system; Key distribution; Key distribution in wireless sensor networks; Topology (electrical circuits); Network topology; Distributed computing; Wireless network; Computer security; Wireless; Public-key cryptography; Mathematics; Encryption; Telecommunications; Engineering","score_opus":0.020099876625510136,"score_gpt":0.22913533550133558,"score_spread":0.20903545887582545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140661791","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0171149,0.00038663187,0.98019916,0.00035105253,0.00002312836,0.00009691803,0.000030944146,0.00020008533,0.0015971396],"genre_scores_gemma":[0.7493533,0.0011457594,0.24682501,0.00016025688,0.00008152572,0.00037232586,0.00016031007,0.00006677488,0.0018346579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9934814,0.0031740216,0.00042143717,0.00080640375,0.0017606635,0.00035618464],"domain_scores_gemma":[0.9832886,0.010331406,0.0015446678,0.0038536694,0.00068426516,0.00029727785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007269705,0.0007380782,0.0015122822,0.0014162766,0.0013707933,0.0028334549,0.0018718819,0.0013284133,0.0010240249],"category_scores_gemma":[0.017859675,0.00075393025,0.00096542976,0.0022121735,0.005307181,0.0076807644,0.00402219,0.0022721868,0.00038033043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049223186,0.00013505707,0.0013435762,0.0003179781,0.00010096879,0.00043181714,0.0004945205,0.38425496,0.010402286,0.5166192,0.0010907416,0.0843167],"study_design_scores_gemma":[0.00008888125,0.00016649204,0.00023616668,0.00003666264,0.00003870257,0.00031388033,0.00009719614,0.72771364,0.008894197,0.26002607,0.0023344122,0.000053623648],"about_ca_topic_score_codex":0.00052134076,"about_ca_topic_score_gemma":0.00060487766,"teacher_disagreement_score":0.007269705,"about_ca_system_score_codex":0.0017815033,"about_ca_system_score_gemma":0.0019045551,"threshold_uncertainty_score":0.038446367},"labels":[],"label_agreement":null},{"id":"W2142020070","doi":"10.1109/iwcmc.2008.184","title":"Detection of Sybil Attack in Beacon Enabled IEEE802.15.4 Networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Sybil attack; Computer science; IEEE 802.15; Wireless sensor network; Computer network; Scheme (mathematics); Energy (signal processing); Real-time computing","score_opus":0.020350387955640117,"score_gpt":0.2291744727957766,"score_spread":0.20882408484013648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142020070","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35531008,0.0011759227,0.6375405,0.00025383933,0.00015507005,0.00014332037,0.000037992893,0.0026262377,0.0027569365],"genre_scores_gemma":[0.9691928,0.00017861201,0.029912598,0.000046002344,0.000021736085,0.000046990033,0.00003938746,0.000024244262,0.00053753506],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977889,0.000795626,0.00011215551,0.00019244512,0.00089162076,0.00021919669],"domain_scores_gemma":[0.9963045,0.0017732806,0.00073379866,0.0003933632,0.0006496565,0.00014540419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018433172,0.00064752845,0.0008662149,0.0012640932,0.0005927018,0.00089667016,0.0009824609,0.0008510931,0.00046218486],"category_scores_gemma":[0.00709037,0.00035945757,0.00034532876,0.0004803034,0.00060917897,0.0020642232,0.0011933094,0.0008537532,0.00018991233],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036761365,0.00050955056,0.03669517,0.00047449153,0.0005537619,0.0011949957,0.0008326967,0.39289105,0.16821645,0.01716954,0.00402323,0.37376302],"study_design_scores_gemma":[0.0000671886,0.00072784605,0.004457286,0.000025176223,0.000077897486,0.0005715134,0.000097519245,0.9320568,0.056452535,0.003773037,0.0016506956,0.000042443062],"about_ca_topic_score_codex":0.0006709296,"about_ca_topic_score_gemma":0.0004921591,"teacher_disagreement_score":0.0018433172,"about_ca_system_score_codex":0.0007276887,"about_ca_system_score_gemma":0.0005391337,"threshold_uncertainty_score":0.0097485185},"labels":[],"label_agreement":null},{"id":"W2143886175","doi":"10.1109/music.2012.35","title":"A Secure Multicast Scheme for Wireless Sensor Networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Multicast; Computer network; Computer science; Source-specific multicast; Pragmatic General Multicast; Xcast; Wireless sensor network; Secure multicast; Protocol Independent Multicast; Key distribution in wireless sensor networks; IP multicast; Base station; Node (physics); Reliable multicast; Distributed computing; Wireless network; Wireless; Telecommunications; Engineering","score_opus":0.019933593232891313,"score_gpt":0.2595842530644171,"score_spread":0.2396506598315258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143886175","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01615124,0.0017045669,0.97285956,0.00095613074,0.0004646804,0.00033756814,0.00013449795,0.0007414101,0.00665032],"genre_scores_gemma":[0.47616717,0.0022697481,0.5075738,0.0005614424,0.00053935667,0.000820305,0.0003855627,0.00013720011,0.011545423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987295,0.00032609762,0.00010856541,0.000094786934,0.00064661057,0.00009436591],"domain_scores_gemma":[0.99923646,0.00018697072,0.00010467863,0.00025685047,0.00015774663,0.00005731415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012009959,0.0005283799,0.00058745535,0.0008921364,0.0012222228,0.0007133438,0.0009040685,0.0010593372,0.0018190952],"category_scores_gemma":[0.002099675,0.00020601999,0.0005696996,0.00094191567,0.0008046313,0.0021836732,0.0022224805,0.0012853335,0.00068906957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062395737,0.00015085736,0.00048054976,0.0005358906,0.00008822497,0.00060354575,0.0005666733,0.033136867,0.08523657,0.5072088,0.013768643,0.35759938],"study_design_scores_gemma":[0.00038479432,0.0010812128,0.0007299586,0.00017136286,0.00016406432,0.0021954556,0.00015997319,0.42434996,0.046297804,0.3464639,0.17784092,0.00016060374],"about_ca_topic_score_codex":0.00022299627,"about_ca_topic_score_gemma":0.00026480985,"teacher_disagreement_score":0.0018190952,"about_ca_system_score_codex":0.0006826951,"about_ca_system_score_gemma":0.00058514246,"threshold_uncertainty_score":0.0063515306},"labels":[],"label_agreement":null},{"id":"W2143987151","doi":"10.1515/jmc.2008.018","title":"Two attacks on a sensor network key distribution scheme of Cheng and Agrawal","year":2008,"lang":"en","type":"article","venue":"Journal of Mathematical Cryptology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Engineering and Physical Sciences Research Council","keywords":"Wireless sensor network; Node (physics); Computer science; Scheme (mathematics); Cluster (spacecraft); Pairwise comparison; Key (lock); Computer network; Topology (electrical circuits); Mathematics; Computer security; Artificial intelligence; Combinatorics; Engineering","score_opus":0.02216529395055507,"score_gpt":0.2667200353334149,"score_spread":0.2445547413828598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143987151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54964894,0.0037410427,0.39991122,0.011635764,0.0009347484,0.00091187493,0.00053364126,0.0011874102,0.031495348],"genre_scores_gemma":[0.98067445,0.0002906958,0.016154114,0.000499939,0.000050917482,0.00013096229,0.000070836475,0.00001547526,0.0021124515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99287593,0.0020680532,0.00049694633,0.0005271386,0.003214429,0.0008175344],"domain_scores_gemma":[0.99191296,0.0021685315,0.001491578,0.0029936223,0.0010437738,0.00038956027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031103033,0.00050796376,0.0009868696,0.0011212705,0.0016211569,0.0016120954,0.0019439028,0.0026655027,0.0011369203],"category_scores_gemma":[0.011587936,0.00036443787,0.0007658066,0.00162041,0.0018070816,0.0029649762,0.005309603,0.0028138717,0.00045987894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004540513,0.00045123245,0.011072603,0.00075869093,0.0004928363,0.0040488956,0.0047166427,0.07158013,0.082900204,0.595919,0.019657511,0.20386171],"study_design_scores_gemma":[0.00083433604,0.0012163564,0.0060152397,0.00020713278,0.0002930569,0.0039785844,0.0006611783,0.5061236,0.16517933,0.25014853,0.064915106,0.00042754522],"about_ca_topic_score_codex":0.0013257861,"about_ca_topic_score_gemma":0.0004715493,"teacher_disagreement_score":0.0031103033,"about_ca_system_score_codex":0.002461495,"about_ca_system_score_gemma":0.0013343424,"threshold_uncertainty_score":0.017859459},"labels":[],"label_agreement":null},{"id":"W2145593641","doi":"10.1109/icccn.2007.4318008","title":"Reducing Communication Overhead of Key Distribution Schemes for Wireless Sensor Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Key (lock); Computer network; Overhead (engineering); Key distribution in wireless sensor networks; Wireless sensor network; Key distribution; Wireless; Node (physics); Key management; Transmission (telecommunications); Broadcasting (networking); Distributed computing; Wireless network; Identifier; Public-key cryptography; Computer security; Telecommunications; Engineering; Encryption","score_opus":0.01614834126123496,"score_gpt":0.26745611212976833,"score_spread":0.2513077708685334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145593641","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044337064,0.002720708,0.9482052,0.000559025,0.00016075425,0.0003059822,0.000056110217,0.00090311846,0.0027520582],"genre_scores_gemma":[0.7620771,0.0017856318,0.23277079,0.00016259082,0.00029596692,0.000402059,0.00017574611,0.00015654785,0.0021735271],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952329,0.0015291002,0.00041428817,0.00046046925,0.0020065233,0.00035668636],"domain_scores_gemma":[0.98621154,0.0062583685,0.0015772836,0.0049165543,0.00087260944,0.00016365132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028973029,0.00096925366,0.0010818467,0.0011294617,0.0012911839,0.0011502107,0.001985716,0.00109055,0.0021387567],"category_scores_gemma":[0.01515087,0.00052375696,0.0005666188,0.0018536495,0.0011454162,0.006745082,0.0024505437,0.0016867563,0.0005604524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016055978,0.00047433848,0.0016203835,0.0012996576,0.00012860759,0.00045137567,0.0006441532,0.15822902,0.07707833,0.2094785,0.006161904,0.54282814],"study_design_scores_gemma":[0.00030954863,0.00083939027,0.0011395204,0.00012956711,0.0001497745,0.0017226425,0.00017723681,0.79154474,0.060819052,0.11759626,0.025466725,0.000105548286],"about_ca_topic_score_codex":0.00016050662,"about_ca_topic_score_gemma":0.00012950074,"teacher_disagreement_score":0.0028973029,"about_ca_system_score_codex":0.0013609837,"about_ca_system_score_gemma":0.00083457684,"threshold_uncertainty_score":0.015322626},"labels":[],"label_agreement":null},{"id":"W2146983490","doi":"10.1109/npc.2007.183","title":"An Efficient Contributory Group Rekeying Scheme based on Hash Functions for MANETs","year":2007,"lang":"en","type":"article","venue":"2007 IFIP International Conference on Network and Parallel Computing Workshops (NPC 2007)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rekeying; Group key; Computer science; Hash function; Communication in small groups; Computer network; Key (lock); Popularity; Key management; Distributed hash table; Scheme (mathematics); Distributed computing; Group (periodic table); Computer security; Peer-to-peer; Encryption; Mathematics","score_opus":0.03019916182386688,"score_gpt":0.2954546532278444,"score_spread":0.26525549140397753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146983490","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059095006,0.0011493608,0.9343014,0.00034174696,0.0003210486,0.00030445214,0.00010328012,0.00085021486,0.0035335682],"genre_scores_gemma":[0.76628524,0.0010985287,0.22004084,0.00021070661,0.00020217245,0.00033401177,0.00039139192,0.00009442715,0.011342621],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924076,0.00022671743,0.000061384024,0.00012288828,0.00025549057,0.000092786075],"domain_scores_gemma":[0.9989594,0.00029396065,0.00011685679,0.00038262442,0.00015842539,0.00008878118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011677297,0.00052645575,0.0010064782,0.0007361475,0.0010107008,0.00086776353,0.0016075615,0.00071689644,0.002059499],"category_scores_gemma":[0.0022815785,0.0002665333,0.00040221924,0.0008726486,0.00088620844,0.0031683804,0.0026251765,0.0010803805,0.00074377167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002534654,0.00040960195,0.00139475,0.0008432932,0.00025668624,0.0009201278,0.00097036356,0.104194134,0.14998826,0.32865447,0.00949693,0.4003367],"study_design_scores_gemma":[0.00049618975,0.0016780281,0.0010524397,0.000081369675,0.00022735231,0.0015158658,0.00028323178,0.729026,0.07579528,0.13221967,0.05739179,0.00023271966],"about_ca_topic_score_codex":0.00024690237,"about_ca_topic_score_gemma":0.00037134066,"teacher_disagreement_score":0.002059499,"about_ca_system_score_codex":0.0005547154,"about_ca_system_score_gemma":0.00078006566,"threshold_uncertainty_score":0.006889701},"labels":[],"label_agreement":null},{"id":"W2150604138","doi":"10.1109/infcom.2011.5935175","title":"Fully secure pairwise and triple key distribution in wireless sensor networks using combinatorial designs","year":2011,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pairwise comparison; Combinatorial design; Key (lock); Computer science; Wireless sensor network; Key distribution; Wireless; Key generation; Computer network; Distributed computing; Theoretical computer science; Public-key cryptography; Mathematics; Encryption; Discrete mathematics; Computer security; Telecommunications","score_opus":0.04018127128670118,"score_gpt":0.2341599628031297,"score_spread":0.19397869151642852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150604138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026404576,0.00039503115,0.968351,0.00019892133,0.000043361713,0.00008501916,0.000062985164,0.00012867073,0.004330427],"genre_scores_gemma":[0.55794454,0.0011226285,0.43599436,0.00019427299,0.00012486824,0.0004667056,0.00014101536,0.00009884865,0.003912824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973334,0.0012413522,0.00021638532,0.00040229288,0.00060410576,0.00020248115],"domain_scores_gemma":[0.99607027,0.0019294182,0.000615234,0.00092887244,0.00031270736,0.00014348252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028669052,0.00076643704,0.00071999256,0.0007632003,0.00061186374,0.0018717687,0.0009294779,0.0007783949,0.001941426],"category_scores_gemma":[0.0056774807,0.00047376036,0.0011063146,0.0014144449,0.001777206,0.0037877492,0.00179977,0.0013003448,0.0005250083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034338862,0.0001456661,0.0007600058,0.0004783492,0.00009822106,0.00019901329,0.00028221472,0.18690214,0.01859993,0.6323343,0.0019956112,0.15786123],"study_design_scores_gemma":[0.00010813061,0.00064991566,0.0002879427,0.00007898648,0.00008854955,0.0006032615,0.00009128255,0.43427747,0.01660997,0.53612024,0.011004981,0.00007934851],"about_ca_topic_score_codex":0.00016647855,"about_ca_topic_score_gemma":0.00020202038,"teacher_disagreement_score":0.0028669052,"about_ca_system_score_codex":0.0009908387,"about_ca_system_score_gemma":0.0009769435,"threshold_uncertainty_score":0.015161872},"labels":[],"label_agreement":null},{"id":"W2154535896","doi":"10.1109/sensorcomm.2009.70","title":"Secure Broadcast in Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Computer network; Wireless sensor network; Broadcast radiation; Overhead (engineering); Network packet; Authentication (law); Atomic broadcast; Simple (philosophy); Scheme (mathematics); Key distribution in wireless sensor networks; Wireless; Computer security; Wireless network; Broadcasting (networking); Telecommunications","score_opus":0.007865624768883073,"score_gpt":0.22485438955917966,"score_spread":0.21698876479029658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154535896","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014301656,0.011780135,0.9584018,0.0016344642,0.00065911486,0.000114757946,0.000059836413,0.00048408765,0.012564051],"genre_scores_gemma":[0.7220367,0.023945162,0.23273367,0.000724404,0.0014577016,0.0004963145,0.0002944447,0.00014892005,0.01816263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984981,0.00045015893,0.000092368675,0.00012919723,0.0007282175,0.00010192407],"domain_scores_gemma":[0.9991184,0.00047408283,0.00009271033,0.0001325074,0.00014635695,0.000035993817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001492659,0.00037926648,0.00063521,0.0007004981,0.0007063595,0.0012646797,0.0005766843,0.0010976989,0.001360569],"category_scores_gemma":[0.0024847102,0.00032361323,0.0003128475,0.0011432393,0.0012482663,0.0024061368,0.0013840997,0.0014497353,0.00063408824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003415299,0.00007151459,0.00064120156,0.0012204812,0.000087803695,0.00060125487,0.0006934285,0.07291162,0.023832858,0.63110936,0.011009875,0.25747895],"study_design_scores_gemma":[0.00017792846,0.00030857237,0.0003606515,0.00026265922,0.0001153037,0.000835415,0.00021327891,0.5305056,0.014363023,0.35008743,0.10269755,0.00007252395],"about_ca_topic_score_codex":0.00083667727,"about_ca_topic_score_gemma":0.000501872,"teacher_disagreement_score":0.001492659,"about_ca_system_score_codex":0.0008394212,"about_ca_system_score_gemma":0.00058117503,"threshold_uncertainty_score":0.007894039},"labels":[],"label_agreement":null},{"id":"W2155222932","doi":"10.1109/aina.2009.61","title":"Tracking Anonymous Sinks in Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"Acadia University","keywords":"Computer science; Computer network; Wireless sensor network; Adversary; Sink (geography); Network packet; Computer security; Real-time computing","score_opus":0.012444315532253496,"score_gpt":0.2364851497217206,"score_spread":0.2240408341894671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155222932","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05927994,0.0002261241,0.9388827,0.00017276846,0.00004293175,0.00004119145,0.000017202177,0.0003276094,0.00100953],"genre_scores_gemma":[0.8803234,0.000531306,0.11732388,0.0000951702,0.00005620909,0.00009168259,0.000041219017,0.000043086646,0.0014939442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997792,0.0010309039,0.000094172996,0.00023259345,0.0007609029,0.00008941197],"domain_scores_gemma":[0.99440634,0.003187942,0.0011037709,0.00071197486,0.00049028517,0.00009970136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022388091,0.0005237637,0.00043505226,0.0010374789,0.00082099304,0.00077664596,0.00077073154,0.0010982701,0.00026814977],"category_scores_gemma":[0.009325255,0.0003518048,0.00036612313,0.0007657493,0.0021863107,0.002339558,0.0014316344,0.0005788366,0.00014176873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051547115,0.000101698395,0.007627741,0.00029253087,0.000090409565,0.001114716,0.001175115,0.69897634,0.041972283,0.12364323,0.001216903,0.12327357],"study_design_scores_gemma":[0.00001756355,0.00015907611,0.00044849652,0.000018308318,0.000032836604,0.00044749206,0.00008977024,0.9483393,0.016362876,0.031431448,0.0026243331,0.000028482993],"about_ca_topic_score_codex":0.0006598127,"about_ca_topic_score_gemma":0.00040683753,"teacher_disagreement_score":0.0022388091,"about_ca_system_score_codex":0.0005259722,"about_ca_system_score_gemma":0.00049701874,"threshold_uncertainty_score":0.011840105},"labels":[],"label_agreement":null},{"id":"W2155235819","doi":"10.1109/icc.2008.290","title":"AICN: An Efficient Algorithm to Identify Compromised Nodes in Wireless Sensor Network","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Reliability (semiconductor); Battlefield; Key distribution in wireless sensor networks; Adversary; Computer network; Wireless; Mobile wireless sensor network; Wireless network; Distributed computing; Computer security; Telecommunications","score_opus":0.024175020170276642,"score_gpt":0.2804128384285272,"score_spread":0.2562378182582506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155235819","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010016479,0.0004408688,0.9868499,0.00014798991,0.00008690292,0.0002059048,0.00006163087,0.001203701,0.0009865515],"genre_scores_gemma":[0.18033832,0.0003639261,0.8159863,0.00019485182,0.00009988426,0.00050249376,0.0003964027,0.000105823885,0.0020120223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866605,0.00032763236,0.000107358246,0.00023198915,0.00053126045,0.00013569476],"domain_scores_gemma":[0.9968886,0.0012636558,0.0003012663,0.0004320505,0.0010101503,0.000104307546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021296628,0.0011449122,0.0012454144,0.0020133331,0.0009993556,0.0007322758,0.0018742103,0.0011393722,0.0008825201],"category_scores_gemma":[0.0070858463,0.00046611324,0.00054414483,0.0015518196,0.00081813044,0.0018244749,0.0018445037,0.0011135527,0.00062366494],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005372936,0.00012540333,0.005162169,0.00025582156,0.00010440654,0.00032894124,0.00030852028,0.4025058,0.007552623,0.0086171515,0.008906058,0.5655958],"study_design_scores_gemma":[0.00003579437,0.000072519935,0.00042064747,0.00001596093,0.000025084555,0.00023011254,0.000036413396,0.99065,0.0025244253,0.0037425885,0.0022283914,0.000017994817],"about_ca_topic_score_codex":0.0043572467,"about_ca_topic_score_gemma":0.0053935056,"teacher_disagreement_score":0.0043572467,"about_ca_system_score_codex":0.0007842511,"about_ca_system_score_gemma":0.0020325815,"threshold_uncertainty_score":0.011262834},"labels":[],"label_agreement":null},{"id":"W2158279622","doi":"10.1109/lcn.2004.114","title":"SIM-KM: scalable infrastructure for multicast key management","year":2004,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Key management; Multicast; Computer science; Computer network; Scalability; Secure multicast; Key (lock); Software deployment; Key distribution; Service provider; Source-specific multicast; Scheme (mathematics); Computer security; Distributed computing; Service (business); Public-key cryptography; Pragmatic General Multicast; Business; Encryption","score_opus":0.00800735073129628,"score_gpt":0.23101692196042065,"score_spread":0.22300957122912438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158279622","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036844965,0.0010705271,0.906813,0.00082704757,0.00025396227,0.00061736914,0.0010777088,0.032117307,0.020378064],"genre_scores_gemma":[0.70001745,0.0007592144,0.2835997,0.00023490224,0.0001458007,0.0005049208,0.0050830953,0.0006598324,0.008995123],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992072,0.00013721315,0.000052737025,0.00008338112,0.0003281477,0.00019134789],"domain_scores_gemma":[0.9990582,0.00012184076,0.00012428734,0.00034518866,0.00021341853,0.00013703381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010466265,0.00044016298,0.0004325616,0.0008751312,0.0006170689,0.00070065534,0.0018429357,0.00059974333,0.005030449],"category_scores_gemma":[0.00150559,0.00028423461,0.00040441207,0.0008651162,0.0005234977,0.0022591723,0.002341765,0.00096534425,0.0020288562],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017479638,0.00047181296,0.0037207175,0.0009609538,0.00017884329,0.00092567946,0.000397162,0.05356254,0.1458613,0.16754495,0.10739245,0.5172356],"study_design_scores_gemma":[0.00031140205,0.0008261786,0.0026260181,0.0001061532,0.00010709878,0.0010761577,0.00022180717,0.6186633,0.10822308,0.049335532,0.21835996,0.00014335857],"about_ca_topic_score_codex":0.0007845572,"about_ca_topic_score_gemma":0.00076368044,"teacher_disagreement_score":0.005030449,"about_ca_system_score_codex":0.00091547245,"about_ca_system_score_gemma":0.0009831224,"threshold_uncertainty_score":0.016828537},"labels":[],"label_agreement":null},{"id":"W2159040769","doi":"10.1109/icdcsw.2009.78","title":"Fast, Seamless Rekeying In Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Rekeying; Computer science; Computer network; Backup; Key management; Wireless sensor network; Key (lock); Base station; Probabilistic logic; Scheme (mathematics); Key distribution in wireless sensor networks; Wireless; Node (physics); Distributed computing; Wireless network; Computer security; Telecommunications; Encryption; Database; Engineering","score_opus":0.01052286550203403,"score_gpt":0.23390595923956767,"score_spread":0.22338309373753365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159040769","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03009892,0.0014621171,0.9660444,0.00016944163,0.00010649008,0.000053619144,0.000024357965,0.000574406,0.001466179],"genre_scores_gemma":[0.78540593,0.0018240997,0.20973063,0.00011458284,0.00011816633,0.00013621422,0.00006135138,0.00008963288,0.0025194744],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902415,0.0003214535,0.00007737356,0.00016656125,0.00030707257,0.000103364415],"domain_scores_gemma":[0.99871373,0.00041677125,0.00016689677,0.00049213355,0.00015907215,0.00005135203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012854346,0.0005132009,0.00055916246,0.00046864495,0.00052738795,0.0007830309,0.0011933765,0.0004995824,0.00065455184],"category_scores_gemma":[0.0027614736,0.00042500693,0.00029382264,0.0005691669,0.0008142515,0.0032496406,0.001959993,0.0008825992,0.00035815808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068516715,0.00010511307,0.001222573,0.00071067567,0.000083291205,0.00036433278,0.00060523563,0.32256204,0.11279806,0.15567516,0.0026199035,0.40256843],"study_design_scores_gemma":[0.000093149894,0.0006065227,0.00069183955,0.000042866093,0.00007428505,0.0007048527,0.00013406486,0.8543654,0.03737539,0.088490985,0.017342558,0.00007801848],"about_ca_topic_score_codex":0.00032021373,"about_ca_topic_score_gemma":0.00037496572,"teacher_disagreement_score":0.0012854346,"about_ca_system_score_codex":0.0002657497,"about_ca_system_score_gemma":0.00045357746,"threshold_uncertainty_score":0.0067980886},"labels":[],"label_agreement":null},{"id":"W2162928044","doi":"10.1155/2009/240610","title":"A Flexible and Efficient Key Distribution Scheme for Renewable Wireless Sensor Networks","year":2009,"lang":"en","type":"article","venue":"EURASIP Journal on Wireless Communications and Networking","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Wireless sensor network; Scalability; Computer network; Overhead (engineering); Encryption; Robustness (evolution); Key distribution in wireless sensor networks; Key management; Distributed computing; Key (lock); Key distribution; Cryptosystem; Key generation; Wireless; Public-key cryptography; Wireless network; Computer security; Telecommunications; Database","score_opus":0.02924232852899703,"score_gpt":0.27644551507797305,"score_spread":0.24720318654897602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162928044","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022172594,0.00082148035,0.9732519,0.00027267783,0.00016745641,0.00021327949,0.00009240794,0.0004759084,0.0025323788],"genre_scores_gemma":[0.7179819,0.0008333012,0.27390653,0.00017219594,0.00011213523,0.0004469546,0.00032714652,0.000053638054,0.0061661564],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99922705,0.0001771406,0.00009027211,0.0001288961,0.00028672224,0.0000899519],"domain_scores_gemma":[0.99918896,0.00013312121,0.00016880562,0.0003060747,0.00014126988,0.00006178915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081790675,0.00044347224,0.00063016,0.0006198437,0.00085805764,0.00059563725,0.0012504417,0.0005649315,0.0016153737],"category_scores_gemma":[0.0015207538,0.00023737802,0.00037331646,0.000996554,0.00062453514,0.002295853,0.0020956704,0.0008681613,0.0006565127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083658035,0.00020641605,0.00052433525,0.0006277663,0.00009476389,0.00068466837,0.00054229307,0.07513931,0.2374207,0.2284706,0.009181889,0.44627073],"study_design_scores_gemma":[0.00044985116,0.0009592831,0.0010081157,0.00011953548,0.00013281436,0.0023512538,0.00017484093,0.7238754,0.095684454,0.0833533,0.09159372,0.00029747258],"about_ca_topic_score_codex":0.00025117098,"about_ca_topic_score_gemma":0.00040704178,"teacher_disagreement_score":0.0016153737,"about_ca_system_score_codex":0.0005561673,"about_ca_system_score_gemma":0.00064629415,"threshold_uncertainty_score":0.0054039955},"labels":[],"label_agreement":null},{"id":"W2163680088","doi":"10.1109/wcnc.2008.463","title":"Efficient Re-Keying Scheme for Group Key Distribution","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Keying; Header; Computer science; Scheme (mathematics); Computer network; Overhead (engineering); Cryptography; Hash function; Theoretical computer science; Algorithm; Telecommunications; Computer security; Mathematics","score_opus":0.02723942014082872,"score_gpt":0.241711712912493,"score_spread":0.21447229277166427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163680088","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018692587,0.00053510116,0.9773626,0.00020532192,0.000121882505,0.00015427977,0.000056251876,0.00063351024,0.0022384585],"genre_scores_gemma":[0.58050215,0.0007403133,0.40729263,0.00020545657,0.00017555356,0.0002810268,0.0003389371,0.0001335568,0.010330361],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975471,0.0005736406,0.000121246805,0.00037646486,0.001029668,0.00035183504],"domain_scores_gemma":[0.9975407,0.0004598762,0.00032524354,0.000977292,0.00058256957,0.00011428659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103888,0.00075819483,0.0010366723,0.00082521664,0.0011099407,0.0008038783,0.002158426,0.0009911106,0.0031884173],"category_scores_gemma":[0.0023699652,0.0002988361,0.0004989136,0.0012011474,0.0008928546,0.0039435313,0.0025696738,0.0017610204,0.0018291544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013525,0.00044576355,0.0007917214,0.0007023474,0.00014558049,0.0005231776,0.0007231938,0.07631943,0.17853907,0.2166329,0.008753505,0.5150708],"study_design_scores_gemma":[0.00045413122,0.00074852305,0.00075174734,0.00007332424,0.00011396988,0.0017646227,0.0002589317,0.7356401,0.14778514,0.0617201,0.050419223,0.00027020014],"about_ca_topic_score_codex":0.00070622185,"about_ca_topic_score_gemma":0.0006596187,"teacher_disagreement_score":0.0031884173,"about_ca_system_score_codex":0.00086581067,"about_ca_system_score_gemma":0.0012894468,"threshold_uncertainty_score":0.01066637},"labels":[],"label_agreement":null},{"id":"W2165848545","doi":"10.1109/milcom.2012.6415876","title":"Lightweight key management in distributed multi-channel cognitive radio networks","year":2012,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Cognitive radio; Computer network; Computer science; Key (lock); Root certificate; Implicit certificate; Certificate; Channel (broadcasting); Overhead (engineering); Key management; Control channel; Computer security; Public key infrastructure; Public-key cryptography; Telecommunications; Certificate authority; Wireless; Telecommunications link; Algorithm","score_opus":0.019750839117567007,"score_gpt":0.2469880391427013,"score_spread":0.22723720002513428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165848545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020251097,0.0007801732,0.9772841,0.00014385734,0.000090378126,0.000056158595,0.000016269496,0.0004527525,0.00092512515],"genre_scores_gemma":[0.92328334,0.0003836663,0.07501949,0.00010456034,0.00007400402,0.00010571995,0.00005157698,0.000030634652,0.00094695564],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812,0.00044766662,0.00017153058,0.0002857351,0.0006981865,0.0002768177],"domain_scores_gemma":[0.9972391,0.0009766034,0.00048541024,0.0006716502,0.00045955836,0.00016768996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019512855,0.0004548769,0.00083556504,0.0007641864,0.0010142449,0.0015029944,0.0018656009,0.00075254345,0.0005633781],"category_scores_gemma":[0.0040975777,0.00025850354,0.00037867218,0.00067100313,0.0009403666,0.0036939655,0.0024809581,0.0010269544,0.0002331254],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096406986,0.00026509986,0.0021959776,0.00057680503,0.0001761633,0.0008311352,0.00083936163,0.35477984,0.052445445,0.19718361,0.00397124,0.38577127],"study_design_scores_gemma":[0.000099781806,0.00017644385,0.0003678921,0.000026603695,0.00005567269,0.00035579095,0.00012372818,0.91430396,0.012310791,0.06724953,0.004873021,0.00005677334],"about_ca_topic_score_codex":0.0007663213,"about_ca_topic_score_gemma":0.00066404976,"teacher_disagreement_score":0.0019512855,"about_ca_system_score_codex":0.0009773821,"about_ca_system_score_gemma":0.0012193548,"threshold_uncertainty_score":0.010319531},"labels":[],"label_agreement":null},{"id":"W2168435364","doi":"10.5539/cis.v4n1p14","title":"Efficient Group Key Agreement on Tree-based Braid Groups","year":2010,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); Braid group; Group key; Key management; Modular design; Tree (set theory); Theoretical computer science; Permutation (music); Computation; Cryptography; Distributed computing; Algorithm; Computer network; Computer security; Mathematics; Encryption","score_opus":0.007651858674569788,"score_gpt":0.21798031461738582,"score_spread":0.21032845594281602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168435364","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018299134,0.000334104,0.9775892,0.00015800667,0.00008112323,0.000104792714,0.000056430104,0.00022205464,0.003155171],"genre_scores_gemma":[0.60819453,0.000667115,0.3839089,0.00020129178,0.00009718919,0.00046880986,0.00034360183,0.000067941124,0.0060505997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747556,0.0008683321,0.00017004448,0.00032287795,0.0008920619,0.0002710788],"domain_scores_gemma":[0.99841464,0.0005688018,0.00022835392,0.00034777058,0.00034787622,0.000092436836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015433059,0.00040894965,0.0009232479,0.0007827228,0.0009075548,0.0012051206,0.0012247995,0.00074494485,0.001736269],"category_scores_gemma":[0.0034985477,0.00030000164,0.00042276434,0.0014640731,0.00093470473,0.0039172154,0.0026108627,0.0009022768,0.00074172963],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007926797,0.00016426262,0.00061614206,0.00040967242,0.000084835345,0.00040576604,0.0011258377,0.155936,0.04313689,0.5863152,0.0059124734,0.20510022],"study_design_scores_gemma":[0.0002101121,0.00049257895,0.00023400476,0.000054226977,0.0000430959,0.0003107618,0.00021369399,0.7431429,0.013130511,0.22002694,0.022062456,0.0000787867],"about_ca_topic_score_codex":0.0006518432,"about_ca_topic_score_gemma":0.0007174938,"teacher_disagreement_score":0.001736269,"about_ca_system_score_codex":0.00062517537,"about_ca_system_score_gemma":0.0012111685,"threshold_uncertainty_score":0.008161902},"labels":[],"label_agreement":null},{"id":"W2169051641","doi":"10.1145/1529282.1529769","title":"Towards developing a trust-based security solution","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Wireless sensor network; Computer science; Computer security; Confidentiality; Network packet; Computer network; Access control; Security service; Network Access Control; Wireless; Key distribution in wireless sensor networks; Information security; Wireless network; Cloud computing security; Telecommunications","score_opus":0.017806981144183574,"score_gpt":0.2545385906159739,"score_spread":0.2367316094717903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169051641","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012842345,0.0005333805,0.9723407,0.0046324925,0.00020007073,0.00015342324,0.000024859522,0.0003140116,0.008958766],"genre_scores_gemma":[0.28855965,0.0011317951,0.69899094,0.00075993675,0.00018733795,0.00028883477,0.0000913907,0.000086336564,0.009903696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974911,0.00060572906,0.00023991172,0.00034024834,0.0010656578,0.0002572753],"domain_scores_gemma":[0.996421,0.0007649779,0.00034467003,0.0007658414,0.0013802872,0.0003232649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038858217,0.00052806374,0.0004952958,0.0005651254,0.0012618918,0.0029966389,0.0019680958,0.0025822844,0.0015869326],"category_scores_gemma":[0.006655797,0.00054167927,0.00078795536,0.00046558375,0.0015338953,0.006447965,0.0038091305,0.0032534932,0.00076315226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008403568,0.00021331372,0.0011762829,0.00034875632,0.00010346526,0.00048359152,0.0018712186,0.032953333,0.016716022,0.79321116,0.009482092,0.14335674],"study_design_scores_gemma":[0.00010087597,0.00030464522,0.00039842163,0.00026076764,0.00014585357,0.00084732287,0.0011817848,0.4161956,0.018905666,0.44425943,0.117323466,0.000076230404],"about_ca_topic_score_codex":0.0010632869,"about_ca_topic_score_gemma":0.00093744457,"teacher_disagreement_score":0.0038858217,"about_ca_system_score_codex":0.0012083759,"about_ca_system_score_gemma":0.0025530937,"threshold_uncertainty_score":0.02055043},"labels":[],"label_agreement":null},{"id":"W2178040995","doi":"10.1155/2015/363569","title":"Trust-Based Anomaly Detection in Emerging Sensor Networks","year":2015,"lang":"en","type":"article","venue":"International Journal of Distributed Sensor Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Wireless sensor network; Node (physics); Reliability (semiconductor); Network packet; Trust management (information system); Computer network; Process (computing); Transmission (telecommunications); Weighting; Computer security; Relay; Fuzzy logic; Data mining; Credibility; Artificial intelligence; Telecommunications","score_opus":0.01606476256883773,"score_gpt":0.2585411598247853,"score_spread":0.24247639725594758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178040995","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08580034,0.0005809748,0.9121849,0.0002782106,0.000055672845,0.000050404265,0.000041490923,0.00023894987,0.00076906197],"genre_scores_gemma":[0.96873045,0.00026817253,0.030483132,0.000037053207,0.00002987212,0.000035004807,0.000049754424,0.000010742103,0.00035577387],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978263,0.00069973926,0.00019676909,0.00043369742,0.0006820575,0.00016150475],"domain_scores_gemma":[0.9939912,0.003107656,0.0010988766,0.0003042921,0.0012778462,0.0002200996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025902044,0.00058039505,0.0011068154,0.0012352931,0.00056014856,0.0012643593,0.0014322229,0.0008091886,0.00027261322],"category_scores_gemma":[0.01315254,0.0003354726,0.0006935635,0.0010669739,0.00095008337,0.0023572126,0.0010953957,0.0010331583,0.00006233761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037339167,0.000137428,0.014332034,0.00023868709,0.00021890044,0.00059550226,0.0004990047,0.83440995,0.004761373,0.027591228,0.0010371852,0.11580529],"study_design_scores_gemma":[0.0000044513567,0.000024684368,0.00038638228,0.0000041978415,0.000013489912,0.000038493265,0.000023734516,0.9948296,0.00048312917,0.004053786,0.00013174974,0.0000063132734],"about_ca_topic_score_codex":0.0063911667,"about_ca_topic_score_gemma":0.0036183007,"teacher_disagreement_score":0.0063911667,"about_ca_system_score_codex":0.0014660228,"about_ca_system_score_gemma":0.00095463934,"threshold_uncertainty_score":0.013698518},"labels":[],"label_agreement":null},{"id":"W2185531306","doi":"","title":"ENERGY EFFICIENT SECURITY FOR WIRELESS SENSOR NETWORKS","year":2013,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Computer science; Computer security; Wireless; Energy (signal processing); Telecommunications; Computer network; Physics","score_opus":0.0025708238097431678,"score_gpt":0.13526112368262097,"score_spread":0.1326902998728778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185531306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026890688,0.047821097,0.82537794,0.0068969545,0.0023517928,0.00044740768,0.00038007263,0.0011366779,0.08869748],"genre_scores_gemma":[0.5966529,0.056826018,0.28332058,0.0012857782,0.0013737968,0.0012745617,0.00083016994,0.0003020869,0.0581341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99952364,0.00011504576,0.000035566547,0.000046075984,0.00024846187,0.000031307012],"domain_scores_gemma":[0.9996902,0.00013503559,0.000030005835,0.00006386738,0.00006913268,0.000011771203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058617536,0.0006525671,0.00039324517,0.00053945906,0.00051341474,0.0011559575,0.00054339453,0.00073259894,0.0036897054],"category_scores_gemma":[0.0012316351,0.00024363764,0.00037968686,0.0006192685,0.0006827819,0.0016128154,0.0011288971,0.0011857253,0.0009503111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011468259,0.00007397223,0.00039664196,0.001185163,0.00006830785,0.00023935769,0.00017603463,0.08469924,0.021858027,0.60555226,0.020051038,0.26558524],"study_design_scores_gemma":[0.000057332174,0.00026398644,0.00066701905,0.0006247954,0.00003833787,0.00055793667,0.00014783264,0.3764375,0.01418318,0.34924316,0.2577242,0.000054774973],"about_ca_topic_score_codex":0.00033240014,"about_ca_topic_score_gemma":0.00040170614,"teacher_disagreement_score":0.0036897054,"about_ca_system_score_codex":0.00074357854,"about_ca_system_score_gemma":0.0008059043,"threshold_uncertainty_score":0.0123432875},"labels":[],"label_agreement":null},{"id":"W2186408169","doi":"10.22215/etd/2013-10972","title":"A Key Distribution and Management Scheme for Clustered Ad Hoc Sensor Networks","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Key management; Computer science; Wireless ad hoc network; Timestamp; Wireless sensor network; Computer network; Key (lock); Authentication (law); Digital signature; Scheme (mathematics); Mobile ad hoc network; Encryption; Bootstrapping (finance); Key distribution; Distributed computing; Public-key cryptography; Computer security; Wireless; Network packet; Telecommunications; Hash function; Mathematics","score_opus":0.01098589899525343,"score_gpt":0.24330715990828433,"score_spread":0.2323212609130309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186408169","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045807946,0.00085818174,0.946073,0.00048697914,0.0003491846,0.00040407,0.00022211148,0.0012156873,0.004582909],"genre_scores_gemma":[0.6657898,0.000672833,0.32130867,0.0002027263,0.00018682971,0.0004958993,0.00049707777,0.000090274145,0.010755815],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993723,0.00011653142,0.00006186329,0.00011619539,0.00024516266,0.00008794826],"domain_scores_gemma":[0.99907196,0.00016405767,0.00009380605,0.00037053332,0.0002066458,0.00009299176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008867794,0.000506346,0.0006013093,0.00069225335,0.0011418511,0.0006971835,0.0017332194,0.0007057892,0.0023905514],"category_scores_gemma":[0.0015033059,0.00030443302,0.000441767,0.0010072015,0.00059474603,0.0021484597,0.0017026805,0.00095852924,0.00078303047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015654314,0.0004809124,0.0007035428,0.00054512965,0.00022119639,0.00038614473,0.000518752,0.11148189,0.16061355,0.22158246,0.022870053,0.47903097],"study_design_scores_gemma":[0.0005340481,0.0013720291,0.0012350193,0.00006946378,0.00026502198,0.0010618657,0.00018790919,0.7668217,0.06950092,0.09982717,0.05895624,0.00016866608],"about_ca_topic_score_codex":0.0005100765,"about_ca_topic_score_gemma":0.0005639419,"teacher_disagreement_score":0.0023905514,"about_ca_system_score_codex":0.0009364581,"about_ca_system_score_gemma":0.0009055501,"threshold_uncertainty_score":0.007997215},"labels":[],"label_agreement":null},{"id":"W2206769683","doi":"10.1007/978-3-642-36958-2_13","title":"LPKM: A Lightweight Polynomial-Based Key Management Protocol for Distributed Wireless Sensor Networks","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Key management; Key (lock); Key distribution in wireless sensor networks; Overhead (engineering); Node (physics); Distributed computing; Byte; Protocol (science); Secure communication; Scheme (mathematics); Wireless; Wireless network; Computer security; Computer hardware; Engineering; Operating system; Encryption","score_opus":0.020182413226052753,"score_gpt":0.24374350681908427,"score_spread":0.22356109359303153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206769683","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011976713,0.0014164392,0.9737167,0.00045617833,0.00032245505,0.00016926313,0.00023419672,0.0063940557,0.0053140107],"genre_scores_gemma":[0.57643723,0.0025168317,0.38900468,0.0006334151,0.00042267638,0.0006818312,0.0012472844,0.0011347068,0.027921332],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931574,0.00015631932,0.000059508977,0.00008636676,0.0002660758,0.00011585367],"domain_scores_gemma":[0.9993345,0.00016902773,0.00007891419,0.00025760676,0.00010146225,0.000058521255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080047135,0.0005318847,0.0006762388,0.0005247711,0.0007658285,0.0013319199,0.0016073334,0.000609555,0.0045502954],"category_scores_gemma":[0.0017569127,0.00031160738,0.0003221099,0.0009284667,0.00070514175,0.0032256595,0.0030031963,0.0019545467,0.0023861455],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013354138,0.00027724975,0.000468214,0.0014118487,0.000088659304,0.0003114252,0.00044196934,0.040311266,0.079112716,0.16189489,0.05023191,0.6641144],"study_design_scores_gemma":[0.00036625433,0.0007466242,0.0011583931,0.00019228744,0.00016872871,0.001323211,0.00025815994,0.5506922,0.083702974,0.17413992,0.18704918,0.00020203774],"about_ca_topic_score_codex":0.00044449538,"about_ca_topic_score_gemma":0.00063897186,"teacher_disagreement_score":0.0045502954,"about_ca_system_score_codex":0.000724805,"about_ca_system_score_gemma":0.0011426297,"threshold_uncertainty_score":0.015222311},"labels":[],"label_agreement":null},{"id":"W2286563552","doi":"10.1007/978-1-4020-6266-7_88","title":"Simple Intrusion Detection in an 802.15.4 Sensor Cluster","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Intrusion detection system; Simple (philosophy); Computer science; Dither; Cluster (spacecraft); Real-time computing; Process (computing); Intrusion; Filter (signal processing); Computer network; Data mining; Operating system","score_opus":0.025792108772812728,"score_gpt":0.26182652193081274,"score_spread":0.236034413158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286563552","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11346084,0.0024798166,0.8578396,0.00055299484,0.00058922265,0.0001988163,0.00017402828,0.006316044,0.018388655],"genre_scores_gemma":[0.6120215,0.0014922271,0.35071188,0.00018954197,0.00019032355,0.00012757238,0.00028377387,0.00041038182,0.0345728],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996006,0.000054588454,0.000025250123,0.0000949173,0.00018232892,0.00004229689],"domain_scores_gemma":[0.9996449,0.00013070641,0.000027197955,0.000094912,0.00008019351,0.000022168811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003491196,0.0006966441,0.00071082887,0.0005055202,0.00042928234,0.0008268507,0.0015117396,0.00068465114,0.002128584],"category_scores_gemma":[0.0009894279,0.00047119346,0.00040091577,0.00063367595,0.00055117114,0.0019747627,0.0007887566,0.00081052206,0.0007609077],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010969574,0.0002428779,0.0033732029,0.0005940287,0.00018296734,0.00050655473,0.00049223297,0.18657313,0.13998844,0.055895455,0.018469676,0.5925845],"study_design_scores_gemma":[0.00005186588,0.00039425457,0.0023405438,0.000042966516,0.0000868726,0.0006404011,0.00007748509,0.88728744,0.059236318,0.028495554,0.021276928,0.000069343754],"about_ca_topic_score_codex":0.0011635165,"about_ca_topic_score_gemma":0.0011255817,"teacher_disagreement_score":0.002128584,"about_ca_system_score_codex":0.0004801544,"about_ca_system_score_gemma":0.00040122986,"threshold_uncertainty_score":0.007120788},"labels":[],"label_agreement":null},{"id":"W2290682109","doi":"10.1109/icitst.2015.7412069","title":"Study of applicability of Chinese remainder theorem based group key management for cloud environment","year":2015,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University of Edmonton","funders":"Concordia University of Edmonton","keywords":"Computer science; Key (lock); Chinese remainder theorem; Cloud computing; Key management; Group key; Java; Testbed; Distributed computing; Computation; Multicast; Operating system; Computer network; Algorithm; Cryptography; Encryption","score_opus":0.020827377792582404,"score_gpt":0.2518697469782287,"score_spread":0.23104236918564633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290682109","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17972569,0.0049169017,0.802825,0.00060810696,0.00016673416,0.00019649307,0.00006893164,0.00036164984,0.011130557],"genre_scores_gemma":[0.9594814,0.0012733088,0.038180873,0.00006036674,0.00008323431,0.000044772532,0.00003990812,0.000028694729,0.0008074396],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970747,0.0010738162,0.00014109576,0.00038168882,0.00089984806,0.00042875155],"domain_scores_gemma":[0.99565166,0.002660846,0.00033280233,0.0005093772,0.0007330989,0.00011220938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027230226,0.00041637974,0.00060485146,0.00077395147,0.00061538856,0.0011941777,0.0011374673,0.0006170442,0.001305348],"category_scores_gemma":[0.008313278,0.00014396524,0.00043560792,0.00087004405,0.0008516715,0.0028672812,0.0008203841,0.00063849916,0.00023140605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012239601,0.00019025081,0.00488808,0.00069268065,0.00014991961,0.00090534415,0.0005414229,0.5654669,0.03702776,0.19276075,0.003004819,0.19314806],"study_design_scores_gemma":[0.000035396413,0.0002775885,0.00063860056,0.000022766564,0.000029009723,0.0002963725,0.00012740164,0.9724668,0.010761484,0.013367254,0.0019577215,0.000019673584],"about_ca_topic_score_codex":0.0018127942,"about_ca_topic_score_gemma":0.00057491905,"teacher_disagreement_score":0.0027230226,"about_ca_system_score_codex":0.0012577735,"about_ca_system_score_gemma":0.0011059712,"threshold_uncertainty_score":0.014400899},"labels":[],"label_agreement":null},{"id":"W2294683399","doi":"10.1145/1452001.1452008","title":"Logarithmic keying","year":2008,"lang":"en","type":"article","venue":"ACM Transactions on Autonomous and Adaptive Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Computer science; Keying; Computer network; Process (computing); Bipartite graph; Logarithm; Scheme (mathematics); Theoretical computer science; Distributed computing; Topology (electrical circuits); Mathematics; Telecommunications; Combinatorics; Graph","score_opus":0.035128976177722045,"score_gpt":0.22540256905592693,"score_spread":0.1902735928782049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294683399","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029196978,0.0004637373,0.9458478,0.0008999547,0.0001555954,0.0002243702,0.00040302085,0.0007375214,0.02207107],"genre_scores_gemma":[0.80733347,0.00087194867,0.16858827,0.0005483663,0.0001267975,0.00043019542,0.0006262092,0.00015474707,0.021320065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99868673,0.00031456625,0.00009988923,0.00031769444,0.0003115773,0.00026957004],"domain_scores_gemma":[0.99786454,0.0006483123,0.0002452861,0.0008233693,0.0002721185,0.00014638883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011829699,0.00047772127,0.00066742545,0.00056665076,0.0012469759,0.0018153647,0.0014494136,0.00082183804,0.010858682],"category_scores_gemma":[0.0045623463,0.00030348194,0.00047793635,0.001262158,0.0014520861,0.008182181,0.0035547768,0.0013188934,0.0028535668],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010260774,0.00014105684,0.0009006677,0.00033489548,0.00003594948,0.00034620173,0.00063407276,0.04816351,0.017802257,0.787235,0.011212086,0.13216823],"study_design_scores_gemma":[0.00017335637,0.00032061175,0.00028234348,0.00005816754,0.000037284608,0.0006939494,0.0002597281,0.19630747,0.01764889,0.72037464,0.063777246,0.00006635717],"about_ca_topic_score_codex":0.0006217589,"about_ca_topic_score_gemma":0.00049480837,"teacher_disagreement_score":0.010858682,"about_ca_system_score_codex":0.0013582142,"about_ca_system_score_gemma":0.0011758332,"threshold_uncertainty_score":0.03632593},"labels":[],"label_agreement":null},{"id":"W232139518","doi":"","title":"On the formal verification of group key security protocols","year":2008,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Group key; Computer science; Key (lock); Forward secrecy; Secrecy; Communication in small groups; Computer security; Cryptographic protocol; Theoretical computer science; Correctness; Public-key cryptography; Cryptography; Distributed computing; Algorithm; Encryption","score_opus":0.030914901371601244,"score_gpt":0.2830468717892218,"score_spread":0.25213197041762053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W232139518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004977153,0.0014463676,0.9846981,0.0012115487,0.00011701564,0.00011446228,0.00009746785,0.0006956814,0.006642206],"genre_scores_gemma":[0.21947986,0.0065054502,0.7628205,0.0011783876,0.0006022097,0.00085686403,0.00075526524,0.0006391245,0.007162304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9848776,0.0057453443,0.0013479651,0.0017326471,0.0054008225,0.00089566584],"domain_scores_gemma":[0.96510535,0.02729761,0.0011851839,0.0038641796,0.0022185652,0.00032897812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0147735,0.0020471632,0.0014775477,0.0032560907,0.0024206548,0.0052471883,0.0035800526,0.002151981,0.0035030805],"category_scores_gemma":[0.027399696,0.0013324998,0.0035671992,0.0035255319,0.013434808,0.013705738,0.004982993,0.007146838,0.0015285085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004108266,0.000066307315,0.00022347539,0.00031586635,0.00002917434,0.00018840117,0.0007001541,0.016130159,0.0017689363,0.9545615,0.0009501324,0.025024764],"study_design_scores_gemma":[0.00005244891,0.00007914604,0.00012900763,0.00026779406,0.00005490422,0.00015326364,0.00011071955,0.06259849,0.0052657756,0.9127386,0.018492453,0.000057448768],"about_ca_topic_score_codex":0.004658677,"about_ca_topic_score_gemma":0.002195228,"teacher_disagreement_score":0.0147735,"about_ca_system_score_codex":0.0041466453,"about_ca_system_score_gemma":0.004786519,"threshold_uncertainty_score":0.07813066},"labels":[],"label_agreement":null},{"id":"W2324889137","doi":"10.4236/jcc.2014.27003","title":"Scalable Trust-Based Secure WSNs","year":2014,"lang":"en","type":"article","venue":"Journal of Computer and Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scalability; Computer science; Wireless sensor network; Trust management (information system); Cryptography; Computer network; Key management; Computation; Focus (optics); Key (lock); Distributed computing; Key distribution in wireless sensor networks; Public-key cryptography; Cryptographic protocol; Wireless; Wireless network; Computer security; Encryption; Algorithm; Telecommunications","score_opus":0.014221277678896702,"score_gpt":0.24629449702725434,"score_spread":0.23207321934835765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324889137","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04969169,0.00076244544,0.9429921,0.0006159853,0.00014489597,0.00016808533,0.00010576328,0.0009445535,0.0045743953],"genre_scores_gemma":[0.9060767,0.0005750307,0.09009261,0.000085615604,0.00007434257,0.00016696638,0.00014056037,0.0000570337,0.0027310501],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99846613,0.00033994834,0.00013772458,0.0002913828,0.0006197243,0.0001450359],"domain_scores_gemma":[0.9982626,0.00056291564,0.0002532527,0.00042633328,0.00036080324,0.00013408565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014787469,0.0005551949,0.0008031115,0.0005326678,0.00073377,0.0009987131,0.0011949752,0.00053223694,0.001456233],"category_scores_gemma":[0.0035536098,0.00031761598,0.00057098496,0.0008100754,0.0009401875,0.0030262563,0.002482873,0.0008247006,0.00041086678],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053300726,0.00014850832,0.002265718,0.0004692665,0.00023035862,0.0012858266,0.0005972299,0.575727,0.044156104,0.22962277,0.005257494,0.13970672],"study_design_scores_gemma":[0.00004666887,0.00013507214,0.00039164064,0.000024085311,0.00004620436,0.0001744403,0.00007660372,0.9255555,0.0057360954,0.06281088,0.004979696,0.000023117158],"about_ca_topic_score_codex":0.0009160357,"about_ca_topic_score_gemma":0.0009810429,"teacher_disagreement_score":0.0014787469,"about_ca_system_score_codex":0.000904901,"about_ca_system_score_gemma":0.00073840184,"threshold_uncertainty_score":0.007820427},"labels":[],"label_agreement":null},{"id":"W2324953655","doi":"10.2316/journal.212.2012.1.212-1024","title":"AUTHENTICATED ENCRYPTION SCHEME BASED ON PAILLIER SYSTEM WITH VERIFIABLE PUBLIC KEYS","year":2012,"lang":"en","type":"article","venue":"Communications and Computer Security","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Paillier cryptosystem; Verifiable secret sharing; Computer science; Scheme (mathematics); Encryption; Computer security; Public-key cryptography; Computer network; Hybrid cryptosystem; Mathematics; Programming language","score_opus":0.023588406276306578,"score_gpt":0.2269127000238048,"score_spread":0.20332429374749822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324953655","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0469302,0.0020709385,0.92742294,0.0009270929,0.00055488985,0.0005681446,0.00038435913,0.0027362953,0.018405154],"genre_scores_gemma":[0.73983115,0.0013716975,0.23623651,0.00042456627,0.00041856559,0.00062435004,0.0007067476,0.00013085277,0.020255467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977951,0.000585933,0.00019642622,0.0003661089,0.0007552225,0.0003013318],"domain_scores_gemma":[0.9985942,0.00032040512,0.00021449853,0.0004888627,0.00029916578,0.00008280688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011678437,0.0006343609,0.0012076412,0.0008411182,0.0011619494,0.0017249796,0.001455609,0.0013511839,0.0038433196],"category_scores_gemma":[0.00236928,0.00035081283,0.0007629898,0.0009844018,0.00090883777,0.0039641564,0.0018682034,0.0019451671,0.0015086347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002407254,0.0003011239,0.0012789037,0.0010186832,0.00024412644,0.0020937773,0.0010900231,0.022013776,0.108620256,0.65874374,0.015858674,0.18632962],"study_design_scores_gemma":[0.0015770836,0.0025626388,0.0018925219,0.00033348432,0.00049539126,0.005386804,0.00028804544,0.33278212,0.19230793,0.27771616,0.18407314,0.00058475375],"about_ca_topic_score_codex":0.00040763005,"about_ca_topic_score_gemma":0.0002738796,"teacher_disagreement_score":0.0038433196,"about_ca_system_score_codex":0.00077744114,"about_ca_system_score_gemma":0.0013145318,"threshold_uncertainty_score":0.012857139},"labels":[],"label_agreement":null},{"id":"W2344387828","doi":"10.1080/17445760.2016.1170831","title":"FMSLPP: fake-message based sink location privacy preservation for WSNs against global eavesdroppers","year":2016,"lang":"en","type":"article","venue":"International Journal of Parallel Emergent and Distributed Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Science Foundation of Zhejiang Province; National Natural Science Foundation of China","keywords":"Sink (geography); Adversary; Computer science; Software deployment; Encryption; Computer network; Computer security; Wireless sensor network; Privacy protection; Geography","score_opus":0.02353065024600886,"score_gpt":0.28015555789337476,"score_spread":0.2566249076473659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344387828","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0559781,0.0005065495,0.9392789,0.00038183833,0.00010425999,0.000089327936,0.00012283963,0.001656304,0.0018818558],"genre_scores_gemma":[0.9165506,0.00028948626,0.08087101,0.00013969994,0.000070907365,0.000083048115,0.00017424597,0.00007660958,0.0017444908],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99832934,0.00045777223,0.00010699523,0.00028720679,0.0006002704,0.00021838394],"domain_scores_gemma":[0.9966446,0.0007832172,0.0005053781,0.0016827945,0.00029715174,0.00008686183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013784578,0.000663543,0.0007561666,0.0007061912,0.0007777124,0.00086748204,0.0012897165,0.0011256905,0.0010345367],"category_scores_gemma":[0.004372154,0.0003088641,0.0007475409,0.0006223159,0.0011651748,0.002761303,0.0028794885,0.0009508572,0.00046172668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017305454,0.0002476537,0.006243837,0.00087986485,0.00035074804,0.0019827995,0.001395421,0.21208344,0.24349351,0.04812667,0.009693921,0.4737715],"study_design_scores_gemma":[0.00011006986,0.00072697736,0.0026750814,0.000062050254,0.00016363693,0.0025715963,0.00030881204,0.7710991,0.18470503,0.022911433,0.014554642,0.00011159708],"about_ca_topic_score_codex":0.00034869733,"about_ca_topic_score_gemma":0.00029216395,"teacher_disagreement_score":0.0013784578,"about_ca_system_score_codex":0.00056939834,"about_ca_system_score_gemma":0.00066366285,"threshold_uncertainty_score":0.0072900653},"labels":[],"label_agreement":null},{"id":"W2344490134","doi":"10.5815/ijwmt.2016.03.02","title":"A Survey on Secure Routing Protocols in Wireless Sensor Networks","year":2016,"lang":"en","type":"article","venue":"International Journal of Wireless and Microwave Technologies","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Alzheimer Society Research Program","keywords":"Computer network; Wireless sensor network; Computer science; Geographic routing; Key distribution in wireless sensor networks; Routing protocol; Dynamic Source Routing; Routing (electronic design automation); Link-state routing protocol; Wireless Routing Protocol; Overhead (engineering); Wireless; Distributed computing; Wireless network; Telecommunications","score_opus":0.020651881305184874,"score_gpt":0.2757929339211745,"score_spread":0.2551410526159896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344490134","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072036623,0.5983716,0.35210744,0.0031473022,0.002470725,0.00045874866,0.0003171791,0.0008843522,0.035038907],"genre_scores_gemma":[0.06041431,0.78154296,0.14287584,0.001582502,0.0025738245,0.0007273031,0.0009126384,0.0002463486,0.009124283],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973176,0.00055034173,0.00046175558,0.0002910568,0.0012220442,0.00015716153],"domain_scores_gemma":[0.99748117,0.0014379296,0.00017567816,0.00032412773,0.0005218503,0.000059329646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020379762,0.001331185,0.0014048831,0.0029003888,0.0010447879,0.0025250618,0.0018759569,0.0020522655,0.00298468],"category_scores_gemma":[0.004428386,0.0010136884,0.00097016967,0.006628165,0.0010057018,0.005916216,0.0017162584,0.0027095322,0.0020018667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013054161,0.00018220888,0.0008634797,0.00584664,0.00009668581,0.00034352124,0.00036116847,0.018984498,0.0046821586,0.119795375,0.026039103,0.8226745],"study_design_scores_gemma":[0.000045555862,0.00047988657,0.0009678438,0.0032907487,0.00019373753,0.0026140532,0.00034283422,0.05491013,0.0067784525,0.115087636,0.8151365,0.00015267957],"about_ca_topic_score_codex":0.0008145785,"about_ca_topic_score_gemma":0.0004787315,"teacher_disagreement_score":0.00298468,"about_ca_system_score_codex":0.0010581949,"about_ca_system_score_gemma":0.0015363094,"threshold_uncertainty_score":0.01077795},"labels":[],"label_agreement":null},{"id":"W2346415545","doi":"10.1002/sec.1420","title":"AD‐ASGKA – authenticated dynamic protocols for asymmetric group key agreement","year":2016,"lang":"en","type":"article","venue":"Security and Communication Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Group key; Computer security; Public-key cryptography; Key (lock); Key-agreement protocol; Session key; Key encapsulation; Encryption; ID-based cryptography; Key distribution; Symmetric-key algorithm; Cryptography; Pre-shared key; Shared secret; Computer network","score_opus":0.015241884639676392,"score_gpt":0.2705871614325165,"score_spread":0.2553452767928401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346415545","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010516524,0.0005878251,0.9794826,0.00043216912,0.00023124582,0.00033984243,0.000085668085,0.0006403397,0.0076837577],"genre_scores_gemma":[0.6038145,0.001156639,0.3784875,0.00039777288,0.00024023287,0.0013052501,0.00056381366,0.00020358512,0.013830745],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9944601,0.0023944278,0.00045213566,0.0006175705,0.0016806601,0.00039509922],"domain_scores_gemma":[0.99577785,0.0013770731,0.0005366395,0.0013553267,0.0007280657,0.00022504403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003641716,0.00078094396,0.0010297298,0.0016605676,0.0021169693,0.0028087557,0.0027871178,0.0018474049,0.005167194],"category_scores_gemma":[0.0060310806,0.00049475505,0.000927936,0.0019726201,0.0028311226,0.005710974,0.003891289,0.0024730607,0.0015428131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050321803,0.00018049713,0.00039993497,0.00041802213,0.00010659025,0.0005684393,0.00060627976,0.041068904,0.0150549915,0.85903645,0.0061468747,0.07590974],"study_design_scores_gemma":[0.00028230026,0.0002447151,0.00019946681,0.00012085785,0.00010387128,0.001190951,0.0002140837,0.48928794,0.02289635,0.3953492,0.089975946,0.0001343797],"about_ca_topic_score_codex":0.0005163793,"about_ca_topic_score_gemma":0.00040815223,"teacher_disagreement_score":0.005167194,"about_ca_system_score_codex":0.002022418,"about_ca_system_score_gemma":0.0020948031,"threshold_uncertainty_score":0.019259453},"labels":[],"label_agreement":null},{"id":"W2347031861","doi":"10.1016/j.comnet.2016.04.014","title":"Towards collusion-attack-resilient group key management using one-way function tree","year":2016,"lang":"en","type":"article","venue":"Computer Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ontario Institute of Technology","funders":"National Natural Science Foundation of China","keywords":"Collusion; Computer science; Node (physics); Overhead (engineering); Computer security; Tree (set theory); Forward secrecy; Key (lock); Computer network; Scheme (mathematics); Secrecy; Function (biology); Encryption; Public-key cryptography; Mathematics","score_opus":0.02473088834470229,"score_gpt":0.23782476823847556,"score_spread":0.21309387989377326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347031861","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032570053,0.0006905165,0.96363395,0.00046734716,0.000120560755,0.00013466364,0.000055084674,0.0008269651,0.0015007027],"genre_scores_gemma":[0.79857546,0.0004542278,0.19783024,0.00031899387,0.0001306539,0.00015229925,0.00018858351,0.00007816513,0.0022714555],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960846,0.0011311021,0.00022435359,0.00060453755,0.0012282236,0.0007272041],"domain_scores_gemma":[0.99391466,0.0022900687,0.0008216139,0.0019131538,0.0007838339,0.00027661127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027607358,0.00085722003,0.0019762546,0.0013839593,0.0016345698,0.0020547651,0.0026141652,0.001979128,0.0013494695],"category_scores_gemma":[0.0072000367,0.0004904734,0.00081165356,0.0015105566,0.0017368873,0.0054637943,0.00617785,0.002520959,0.00074809755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020723136,0.0005397958,0.0018880503,0.0007163494,0.00044150054,0.0008276509,0.0016463124,0.28974515,0.11821465,0.23223509,0.013031842,0.3386412],"study_design_scores_gemma":[0.000076273536,0.00040141947,0.00027024563,0.000044029464,0.000081584585,0.00043149642,0.00018099278,0.89112467,0.016294688,0.08675365,0.004282763,0.00005814151],"about_ca_topic_score_codex":0.00043327262,"about_ca_topic_score_gemma":0.00043916568,"teacher_disagreement_score":0.0027607358,"about_ca_system_score_codex":0.00090576924,"about_ca_system_score_gemma":0.0013354054,"threshold_uncertainty_score":0.014600337},"labels":[],"label_agreement":null},{"id":"W2352592412","doi":"","title":"A Grou PKey Management Scheme Based on Secret Sharing in WSNs","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Secrecy; Forward secrecy; Computer network; Overhead (engineering); Encryption; Key management; Wireless sensor network; Secret sharing; Symmetric-key algorithm; Key (lock); Node (physics); Computer security; Key distribution; Distributed computing; Public-key cryptography; Cryptography","score_opus":0.0059106872209898085,"score_gpt":0.22895896018774023,"score_spread":0.22304827296675042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2352592412","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07094394,0.0010936381,0.92161196,0.0004408211,0.00017312072,0.00019946169,0.000069007496,0.00079098064,0.004677036],"genre_scores_gemma":[0.89459,0.00062276004,0.100400366,0.000121323916,0.00009736989,0.0001958529,0.00009804405,0.000025099143,0.003849211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883014,0.0003783418,0.000087451466,0.00018367406,0.00037029933,0.00015018872],"domain_scores_gemma":[0.9990326,0.00021525516,0.00019289258,0.00027220586,0.00018998267,0.00009710567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009153386,0.00043622858,0.0008689621,0.0006922936,0.0011209858,0.000961206,0.0013239331,0.000825096,0.0009656068],"category_scores_gemma":[0.0015284292,0.00024948025,0.0004777004,0.0009935242,0.0012375425,0.0029865394,0.0021454175,0.0009027481,0.00027201843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011390548,0.00032906138,0.0018788491,0.000608092,0.00019789123,0.001116535,0.0015206983,0.20633695,0.124333285,0.37138617,0.0060325796,0.2851208],"study_design_scores_gemma":[0.00019840065,0.0008608327,0.0007822652,0.000063258216,0.00009838607,0.0012314138,0.0002175226,0.86236376,0.047305673,0.06473068,0.021952184,0.00019574525],"about_ca_topic_score_codex":0.0006812737,"about_ca_topic_score_gemma":0.00048139546,"teacher_disagreement_score":0.0013239331,"about_ca_system_score_codex":0.00073782925,"about_ca_system_score_gemma":0.0009452186,"threshold_uncertainty_score":0.005353391},"labels":[],"label_agreement":null},{"id":"W2360716856","doi":"","title":"ID-based Key Agreement Scheme","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Computer science; Key (lock); Scheme (mathematics); Bilinear interpolation; Computer security; Public-key cryptography; Theoretical computer science; Encryption; Mathematics","score_opus":0.014876033164070827,"score_gpt":0.2492006575544551,"score_spread":0.2343246243903843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360716856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012361361,0.0036799933,0.87012917,0.0014963011,0.0012897581,0.0017904349,0.0020566587,0.0025421865,0.104654096],"genre_scores_gemma":[0.42212337,0.004792602,0.4465457,0.0016068951,0.00060354994,0.0019086456,0.0046316683,0.00017844848,0.1176092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99751794,0.0005912078,0.00027598406,0.00038105051,0.0008517027,0.00038216013],"domain_scores_gemma":[0.99836105,0.00025305146,0.00012655911,0.0004970314,0.0005729472,0.00018940988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014486202,0.0005573714,0.0012041344,0.0010889014,0.0019723226,0.002542083,0.0020403448,0.001526891,0.010962761],"category_scores_gemma":[0.0023232354,0.00026573072,0.00066256005,0.00200184,0.0009103565,0.0028431492,0.0034129166,0.0015411862,0.0077733765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058548956,0.00031855397,0.00070528855,0.00086403626,0.00009934507,0.0007669595,0.00053302466,0.010669032,0.02274596,0.68632394,0.05146807,0.22492035],"study_design_scores_gemma":[0.00029159625,0.00041491442,0.00049987313,0.0001626211,0.00016252388,0.0022135437,0.00022467536,0.06943473,0.027247354,0.2389821,0.6601364,0.00022979137],"about_ca_topic_score_codex":0.0004716734,"about_ca_topic_score_gemma":0.00043106347,"teacher_disagreement_score":0.010962761,"about_ca_system_score_codex":0.0010154204,"about_ca_system_score_gemma":0.002082394,"threshold_uncertainty_score":0.036674082},"labels":[],"label_agreement":null},{"id":"W2372499240","doi":"","title":"Design and Implementation of Shared-key Discovery Protocol in the Wireless Multimedia Sensor Networks","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); Wireless sensor network; Computer network; Bloom filter; Protocol (science); Wireless; Resource (disambiguation); Multimedia; Telecommunications; Computer security","score_opus":0.012548590450141723,"score_gpt":0.2842608790652309,"score_spread":0.27171228861508917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372499240","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022211803,0.0006241833,0.970829,0.00027627632,0.00016824515,0.00044807245,0.000042518473,0.0009849363,0.0044150217],"genre_scores_gemma":[0.6010699,0.00088869943,0.39096776,0.00024510236,0.000092289505,0.0008564105,0.00019537557,0.00007372894,0.005610725],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923825,0.00020626314,0.00008604692,0.00012468826,0.00025197092,0.00009286853],"domain_scores_gemma":[0.9996074,0.00007703656,0.00004044475,0.000069281516,0.00017900148,0.000026987116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009262375,0.0003047045,0.0003749586,0.00041029704,0.0005647412,0.0009067174,0.0015081672,0.00057004206,0.0010741425],"category_scores_gemma":[0.0011097414,0.0003034255,0.00029337703,0.00033947572,0.00039852277,0.0013190504,0.0006125175,0.0006393346,0.00034149192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010131641,0.00036947586,0.0042229104,0.001132113,0.0002755103,0.0012246105,0.0012813421,0.0826964,0.23138075,0.28048617,0.00855882,0.3873587],"study_design_scores_gemma":[0.00026607054,0.0010170658,0.0008509131,0.000121467434,0.00025788788,0.0015752978,0.00021674571,0.61924064,0.2776517,0.020869201,0.07783111,0.00010182809],"about_ca_topic_score_codex":0.0006616328,"about_ca_topic_score_gemma":0.00057391985,"teacher_disagreement_score":0.0015081672,"about_ca_system_score_codex":0.000655384,"about_ca_system_score_gemma":0.0010945539,"threshold_uncertainty_score":0.0048984885},"labels":[],"label_agreement":null},{"id":"W2390008112","doi":"","title":"Survey of Security in Wireless Sensor Networks(WSN)","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wireless sensor network; Key (lock); Key distribution in wireless sensor networks; Computer network; Wireless; Computer security; Wireless network; Telecommunications","score_opus":0.012704944053898496,"score_gpt":0.25588093707741627,"score_spread":0.24317599302351778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390008112","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047257068,0.9253006,0.0356361,0.004178122,0.0016981486,0.00007131657,0.0000951269,0.00014155456,0.028153265],"genre_scores_gemma":[0.026641313,0.9527456,0.013063553,0.0010090458,0.0019037888,0.000074330484,0.00016171421,0.000026964193,0.004373729],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841845,0.00039447742,0.00017831927,0.0001752048,0.0007356607,0.00009795993],"domain_scores_gemma":[0.99791676,0.0013183878,0.000120960554,0.000117258336,0.00045108388,0.00007555217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014268387,0.0009726908,0.0010692196,0.0032415017,0.00089921284,0.0020846783,0.00096745184,0.0018953246,0.0027216687],"category_scores_gemma":[0.0027333223,0.00059650757,0.0006238974,0.0057744156,0.0013308002,0.005243008,0.001081455,0.0017252031,0.0013631437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008499625,0.000107709915,0.00219106,0.0074778628,0.00009018204,0.00042814593,0.00046239054,0.0053759897,0.0023636057,0.10032359,0.035034742,0.84605974],"study_design_scores_gemma":[0.0000144814885,0.0002710396,0.0023121159,0.0033554449,0.00007610847,0.0024246657,0.0005475375,0.006367913,0.0016552771,0.07558586,0.90732473,0.0000648422],"about_ca_topic_score_codex":0.00088983204,"about_ca_topic_score_gemma":0.0007340911,"teacher_disagreement_score":0.0032415017,"about_ca_system_score_codex":0.00096931774,"about_ca_system_score_gemma":0.0013411714,"threshold_uncertainty_score":0.0091049075},"labels":[],"label_agreement":null},{"id":"W2396596880","doi":"","title":"Recognition in Ad Hoc Pervasive Networks.","year":2008,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Mobile ad hoc network; Protocol (science); Wireless ad hoc network; Context (archaeology); Computer security; Computer network; Wireless; Network packet","score_opus":0.027165206803068373,"score_gpt":0.24989831255773465,"score_spread":0.22273310575466626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396596880","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01254645,0.024200337,0.91912866,0.008606027,0.0023086579,0.00018978119,0.00013486961,0.0005077079,0.032377508],"genre_scores_gemma":[0.64855987,0.030135969,0.27628422,0.0024817241,0.003424185,0.0005461673,0.00056022574,0.00013376302,0.03787392],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775535,0.0008543686,0.00015609713,0.00044157365,0.0006424086,0.00015030766],"domain_scores_gemma":[0.99668056,0.0019066548,0.0003504489,0.0005624554,0.00031450938,0.0001853446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015877488,0.000767039,0.0008612486,0.0010829985,0.0012813538,0.0030606044,0.0014994701,0.0027940418,0.0031534769],"category_scores_gemma":[0.006247301,0.0004697926,0.0005259732,0.0021108717,0.0031091708,0.008228218,0.0028557342,0.0031426193,0.0013014451],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007046483,0.000040431834,0.00093930523,0.0005713884,0.000032782817,0.0006565874,0.00040494793,0.018228438,0.001896783,0.8145894,0.013402566,0.14916694],"study_design_scores_gemma":[0.000034053155,0.00010326274,0.00058180955,0.00019324245,0.000044533037,0.002437181,0.00046270082,0.15292318,0.0028076002,0.7273041,0.113060385,0.000047914138],"about_ca_topic_score_codex":0.0006839767,"about_ca_topic_score_gemma":0.0004932459,"teacher_disagreement_score":0.0031534769,"about_ca_system_score_codex":0.001036377,"about_ca_system_score_gemma":0.0006173895,"threshold_uncertainty_score":0.010549426},"labels":[],"label_agreement":null},{"id":"W2398825262","doi":"","title":"Key Pre-distribution Schemes based on Symplectic Geometry for Wireless Sensor Networks.","year":2015,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Symplectic geometry; Key (lock); Wireless sensor network; Mathematics; Distribution (mathematics); Wireless; Geometry; Computer science; Computer network; Telecommunications; Mathematical analysis; Computer security","score_opus":0.017762734598295638,"score_gpt":0.25182924702334936,"score_spread":0.23406651242505372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398825262","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040594473,0.0015552881,0.9331089,0.0012222461,0.0004048021,0.00023637782,0.00033751817,0.0004696787,0.022070765],"genre_scores_gemma":[0.89197594,0.0016229956,0.09367236,0.0003922415,0.00031476427,0.00037525798,0.00039294272,0.00012470348,0.011128871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979577,0.0008070881,0.00014985645,0.00020878336,0.0005753884,0.00030108503],"domain_scores_gemma":[0.9943698,0.0026899367,0.0004967592,0.0017683322,0.00039185103,0.00028324957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002132346,0.0007007796,0.0011130123,0.0010607808,0.0012855883,0.0019350261,0.0015377238,0.0008440273,0.0052975086],"category_scores_gemma":[0.00757742,0.00042252662,0.00067701,0.0013824037,0.002359947,0.005159479,0.0044040834,0.0025074352,0.0010348388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013504937,0.000034693374,0.00015836812,0.00009262045,0.000024509696,0.0000788423,0.000111655325,0.014111435,0.0019554687,0.95921946,0.0035710544,0.020506924],"study_design_scores_gemma":[0.0000755992,0.00012755572,0.00017749888,0.000044742206,0.0000236858,0.00020139688,0.0000771728,0.13014127,0.0018950473,0.8595926,0.007603607,0.00003977072],"about_ca_topic_score_codex":0.00028569682,"about_ca_topic_score_gemma":0.00050638244,"teacher_disagreement_score":0.0052975086,"about_ca_system_score_codex":0.0011963357,"about_ca_system_score_gemma":0.0013889327,"threshold_uncertainty_score":0.017721951},"labels":[],"label_agreement":null},{"id":"W2408559501","doi":"10.1515/jmc-2015-0042","title":"Linear approaches to resilient aggregation in sensor networks","year":2015,"lang":"en","type":"article","venue":"Journal of Mathematical Cryptology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wireless sensor network; Computer science; Computer network; Network topology; Base station; Aggregate (composite); Protocol (science); Node (physics); Key distribution in wireless sensor networks; Distributed computing; Topology (electrical circuits); Wireless network; Wireless; Telecommunications; Mathematics; Engineering","score_opus":0.12053861076230735,"score_gpt":0.2851397040136409,"score_spread":0.16460109325133357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408559501","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011897363,0.0006109371,0.97914064,0.0009878947,0.00008868096,0.000078819365,0.000042143238,0.00040650985,0.0067469683],"genre_scores_gemma":[0.75882256,0.0013538682,0.22979495,0.0006397557,0.00030634954,0.00033646586,0.00010145066,0.00013028711,0.008514374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966928,0.001590002,0.00016699596,0.00037467174,0.0008829672,0.00029257458],"domain_scores_gemma":[0.9911538,0.005638084,0.000803912,0.0013598755,0.0008477418,0.00019662778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042190463,0.00078269857,0.0005882159,0.0014722197,0.0010945206,0.0018423682,0.002077559,0.00095688034,0.003817637],"category_scores_gemma":[0.008775591,0.00047461173,0.00076514867,0.0013323145,0.0038818114,0.003809069,0.0038501315,0.0025854227,0.000725144],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016999657,0.00006687315,0.0004465736,0.00025161242,0.00006648678,0.00020117672,0.000410432,0.30579033,0.0039667767,0.6414665,0.003196024,0.043967262],"study_design_scores_gemma":[0.000025901772,0.00007970657,0.00007810358,0.000034520468,0.000021614722,0.000089804635,0.00007613143,0.67039585,0.002661061,0.32229272,0.004219527,0.000025043786],"about_ca_topic_score_codex":0.0011807149,"about_ca_topic_score_gemma":0.00082307705,"teacher_disagreement_score":0.0042190463,"about_ca_system_score_codex":0.002800453,"about_ca_system_score_gemma":0.00091180886,"threshold_uncertainty_score":0.0223127},"labels":[],"label_agreement":null},{"id":"W2477768964","doi":"10.1142/9789812770103_0014","title":"Hash-Binary-Tree Based Group Key Distribution with Time-Limited Node Revocation","year":2007,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Revocation; Computer science; Hash function; Key (lock); Node (physics); Binary tree; Tree (set theory); Computer network; Computer security; Mathematics; Algorithm; Operating system; Combinatorics; Engineering","score_opus":0.02216156873861589,"score_gpt":0.2230902329969173,"score_spread":0.20092866425830141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477768964","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035038326,0.001044063,0.95377785,0.00031190243,0.0002514972,0.0002995323,0.00027831088,0.0027667356,0.0062317345],"genre_scores_gemma":[0.7649904,0.00059468194,0.21283904,0.000269102,0.00017173307,0.00027948682,0.00076361815,0.00021008172,0.019881861],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99868053,0.00024209876,0.00007286531,0.00018817595,0.0005995083,0.00021683057],"domain_scores_gemma":[0.99782926,0.0007257184,0.00015388247,0.0007182766,0.0004443023,0.00012851134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010633675,0.0005188084,0.0015285442,0.00087729143,0.0011436009,0.0011555876,0.002730437,0.0010246593,0.0068686195],"category_scores_gemma":[0.0028514916,0.00039966297,0.00040539267,0.001830467,0.00084504974,0.0030855369,0.0032537624,0.001016951,0.0027063037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039907605,0.0004202602,0.0011810241,0.00068767293,0.00021610191,0.0004241004,0.0006850161,0.09104339,0.08354551,0.07471857,0.023766764,0.7193208],"study_design_scores_gemma":[0.0005277323,0.00085396855,0.0009724532,0.000053970412,0.00014915898,0.0013193547,0.00029808376,0.8808686,0.043577176,0.05360023,0.017659217,0.00011997772],"about_ca_topic_score_codex":0.0010217928,"about_ca_topic_score_gemma":0.0015407453,"teacher_disagreement_score":0.0068686195,"about_ca_system_score_codex":0.0011598837,"about_ca_system_score_gemma":0.0014889522,"threshold_uncertainty_score":0.022977829},"labels":[],"label_agreement":null},{"id":"W2501822347","doi":"10.1201/9781420013399.ch2","title":"MAC Layer Attacks in 802.15.4 Sensor Networks","year":2006,"lang":"en","type":"book-chapter","venue":"Auerbach Publications eBooks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer network; Layer (electronics); Computer science; Application layer; Computer security; Materials science; Operating system; Nanotechnology","score_opus":0.026248172847111603,"score_gpt":0.24718821046626566,"score_spread":0.22094003761915404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501822347","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023640135,0.19098863,0.36008644,0.008875071,0.006576547,0.00040364295,0.00012825734,0.0013375056,0.40796372],"genre_scores_gemma":[0.2269022,0.24893449,0.1451205,0.0053061126,0.004516316,0.00059497776,0.00038387295,0.0005166536,0.36772484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943215,0.00010361887,0.000033272845,0.000044713906,0.00034882937,0.000037363072],"domain_scores_gemma":[0.9996743,0.00018070987,0.00003510371,0.000040324827,0.00005541085,0.000014143417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068489026,0.0010416827,0.00038019737,0.0006772362,0.0007189031,0.0017451297,0.0008003493,0.0015049186,0.0036184588],"category_scores_gemma":[0.0015306845,0.00060021796,0.00044912295,0.0010295842,0.0009025924,0.0028887321,0.00091084716,0.0019345445,0.0012623384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000684195,0.00010374932,0.0006362239,0.0007836068,0.000042774605,0.0008260435,0.0010325682,0.032804925,0.0076072905,0.54580843,0.057498556,0.35278744],"study_design_scores_gemma":[0.00002100151,0.00014960777,0.00083256926,0.0008625333,0.000052063024,0.0018054156,0.00026770172,0.050512437,0.0063972543,0.1759337,0.76311404,0.0000516262],"about_ca_topic_score_codex":0.00067744276,"about_ca_topic_score_gemma":0.00075045513,"teacher_disagreement_score":0.0036184588,"about_ca_system_score_codex":0.00093818933,"about_ca_system_score_gemma":0.00056556374,"threshold_uncertainty_score":0.0121049285},"labels":[],"label_agreement":null},{"id":"W2556745649","doi":"","title":"An Innovative Key Management Model for Broadcasting to Remote Cooperative Groups","year":2014,"lang":"en","type":"article","venue":"IJCER","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Niagara College","funders":"","keywords":"Computer science; Communication source; Communication in small groups; Computer network; Computer security; Exploit; Key (lock); Key management; Wireless ad hoc network; Broadcasting (networking); Wireless; Cryptography; Telecommunications","score_opus":0.02507560284189078,"score_gpt":0.2848435217339861,"score_spread":0.2597679188920953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556745649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00427375,0.00049378304,0.9809061,0.0008151932,0.00020197431,0.00015577045,0.00007732759,0.00023314306,0.0128430445],"genre_scores_gemma":[0.6376494,0.0023993102,0.3220475,0.0009069088,0.00073480804,0.001305547,0.00037393297,0.00017188641,0.034410685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983571,0.00054348825,0.00011910518,0.00030037996,0.00047926753,0.00020062012],"domain_scores_gemma":[0.9981925,0.00076226634,0.0002238803,0.0003567621,0.0003334579,0.00013122441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021906768,0.0007512337,0.00076058944,0.0007233298,0.0012937796,0.0024998947,0.0030608096,0.0020838056,0.006260765],"category_scores_gemma":[0.0043908916,0.000315258,0.00078008126,0.0012639975,0.00183243,0.008331282,0.0026658957,0.002141182,0.0022053553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016055327,0.0000753732,0.00017766628,0.00014434142,0.00002389691,0.0002996618,0.0005260036,0.075458646,0.0038365803,0.8613952,0.0061788284,0.05172334],"study_design_scores_gemma":[0.000112344795,0.00020917752,0.000084074665,0.00005170426,0.000039228136,0.0003536507,0.000144794,0.63755596,0.001462606,0.32514328,0.034792203,0.00005102582],"about_ca_topic_score_codex":0.001264068,"about_ca_topic_score_gemma":0.0010681348,"teacher_disagreement_score":0.006260765,"about_ca_system_score_codex":0.0014997149,"about_ca_system_score_gemma":0.0015661899,"threshold_uncertainty_score":0.020944297},"labels":[],"label_agreement":null},{"id":"W2613257643","doi":"","title":"A Detailed Classification of Routing Attacks Against RPL in Internet of Things","year":2017,"lang":"en","type":"article","venue":"International journal of advance research, ideas and innovations in technology","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Computer science; Computer network; Routing protocol; Wireless sensor network; Software deployment; Routing (electronic design automation); Computer security","score_opus":0.04383349060599774,"score_gpt":0.3865761354562124,"score_spread":0.34274264485021466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613257643","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35406104,0.04652742,0.4621357,0.0038079896,0.0017673469,0.0031378232,0.0032891994,0.0053361487,0.11993734],"genre_scores_gemma":[0.8749492,0.018710604,0.087659,0.0011165732,0.0005218079,0.0008048253,0.0038113857,0.0002666649,0.0121598905],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957634,0.00056664745,0.0004977392,0.00032418236,0.0023507602,0.0004972273],"domain_scores_gemma":[0.99620205,0.001280477,0.00083827786,0.0007978075,0.0007517916,0.00012953478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010346432,0.0010854101,0.0006855061,0.0039321356,0.0012112395,0.0016529646,0.0008365394,0.0017192822,0.001255802],"category_scores_gemma":[0.0039480613,0.00027754946,0.0013636325,0.0027063836,0.0007711345,0.001909167,0.0008865622,0.0010823306,0.00085326354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086095446,0.00069573836,0.041757148,0.0029945015,0.00047106994,0.0052582882,0.0014053496,0.08061058,0.059586704,0.12164153,0.026846537,0.6578716],"study_design_scores_gemma":[0.00009462753,0.00250862,0.06751972,0.0014740619,0.0008890655,0.046814125,0.0013271441,0.37396502,0.07854576,0.10017903,0.3262554,0.0004274316],"about_ca_topic_score_codex":0.0006299399,"about_ca_topic_score_gemma":0.0004082474,"teacher_disagreement_score":0.0039321356,"about_ca_system_score_codex":0.0005376493,"about_ca_system_score_gemma":0.00045534322,"threshold_uncertainty_score":0.0054718256},"labels":[],"label_agreement":null},{"id":"W2618844859","doi":"10.3390/s17061227","title":"A Protocol Layer Trust-Based Intrusion Detection Scheme for Wireless Sensor Networks","year":2017,"lang":"en","type":"article","venue":"Sensors","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Intrusion detection system; Node (physics); Computer network; Protocol (science); Metric (unit); Wireless sensor network; Layer (electronics); Application layer; Physical layer; Trustworthiness; Network layer; Wireless; Computer security; Engineering; Telecommunications","score_opus":0.028498599728918605,"score_gpt":0.29823894061335654,"score_spread":0.26974034088443793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618844859","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025733635,0.0005796573,0.9711412,0.00024421583,0.00011571475,0.00020190886,0.000033131524,0.0008971703,0.0010534155],"genre_scores_gemma":[0.8369173,0.00046989776,0.1607388,0.00017572701,0.00006890066,0.00018902317,0.00009178404,0.000032114316,0.001316356],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974279,0.00068316044,0.00030384673,0.00033961525,0.0010745019,0.00017096302],"domain_scores_gemma":[0.9964393,0.0010103707,0.0006696366,0.00065941893,0.0010638514,0.00015750875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025964652,0.0006601319,0.0009988134,0.0010520533,0.0007816412,0.0010430013,0.0015496343,0.0010808381,0.00048603295],"category_scores_gemma":[0.0084212115,0.00029017855,0.0007026798,0.0008743727,0.00090640073,0.0032472627,0.0018193559,0.0012648953,0.00023702634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00101099,0.0005195428,0.007260551,0.00065828173,0.0005456868,0.0009492799,0.0010914054,0.22418803,0.12357618,0.092306666,0.0064094216,0.541484],"study_design_scores_gemma":[0.000029453513,0.00039089684,0.0006094921,0.000021151258,0.00008088629,0.00061339844,0.000049650527,0.9680158,0.018859189,0.0075820666,0.0036999823,0.000048091606],"about_ca_topic_score_codex":0.00073319825,"about_ca_topic_score_gemma":0.0005254348,"teacher_disagreement_score":0.0025964652,"about_ca_system_score_codex":0.0009798491,"about_ca_system_score_gemma":0.0010338367,"threshold_uncertainty_score":0.013731599},"labels":[],"label_agreement":null},{"id":"W2619165578","doi":"10.1145/2990500","title":"Preserving Smart Sink-Location Privacy with Delay Guaranteed Routing Scheme for WSNs","year":2017,"lang":"en","type":"article","venue":"ACM Transactions on Embedded Computing Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Francis Xavier University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Sink (geography); Computer network; Routing (electronic design automation); Wireless sensor network; Scheme (mathematics)","score_opus":0.03319824003764073,"score_gpt":0.2851199767411468,"score_spread":0.2519217367035061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619165578","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030012216,0.00047343396,0.96683985,0.0002509322,0.00007828123,0.00011694677,0.00019254618,0.0008797875,0.0011559626],"genre_scores_gemma":[0.84558743,0.0005656061,0.15018076,0.00021013845,0.00007396348,0.00022894084,0.00041893934,0.00007538833,0.0026587152],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803823,0.00062364415,0.000186484,0.00036903843,0.00055692374,0.00022576319],"domain_scores_gemma":[0.99736917,0.0006244552,0.00049926696,0.0010523397,0.00034144172,0.00011332863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015904859,0.00075630314,0.0010940514,0.0007526711,0.00086919015,0.0009640005,0.0017733182,0.00081295706,0.0011062024],"category_scores_gemma":[0.002976634,0.00029186413,0.0007839182,0.0013604416,0.00097020756,0.0027988728,0.002502218,0.0008790294,0.0004348636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024204315,0.00021790643,0.0021834578,0.0007232454,0.00034977298,0.00083914015,0.0011043763,0.40327662,0.13571198,0.22195968,0.009170204,0.22204322],"study_design_scores_gemma":[0.00017729423,0.0006798496,0.0005231328,0.00002384041,0.0001307358,0.0009233604,0.00015012138,0.90081394,0.031485196,0.05301046,0.011943283,0.00013884778],"about_ca_topic_score_codex":0.000541092,"about_ca_topic_score_gemma":0.00052743946,"teacher_disagreement_score":0.0017733182,"about_ca_system_score_codex":0.0008984708,"about_ca_system_score_gemma":0.0010783873,"threshold_uncertainty_score":0.0084114075},"labels":[],"label_agreement":null},{"id":"W2620059960","doi":"10.1109/lsens.2017.2707280","title":"Disrupting Anti-Jamming Interference Alignment Sensor Networks with Optimal Signal Design","year":2017,"lang":"en","type":"article","venue":"IEEE Sensors Letters","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Carleton University","funders":"","keywords":"Jamming; Near-far problem; Interference (communication); Computer science; Channel (broadcasting); SIGNAL (programming language); Noise (video); Electronic engineering; Transmission (telecommunications); Telecommunications; Engineering; Wireless; Artificial intelligence; Physics","score_opus":0.024136195159974463,"score_gpt":0.2447676867142206,"score_spread":0.22063149155424616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620059960","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012378017,0.0002651424,0.9851429,0.00013869439,0.000033012246,0.000032989552,0.000009876406,0.00007316744,0.0019261844],"genre_scores_gemma":[0.8106345,0.00061939587,0.18693677,0.0002501747,0.00008724857,0.00018508044,0.000031284046,0.000023362703,0.0012322158],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901295,0.00039416747,0.000047414764,0.0001713618,0.0002741573,0.00009997637],"domain_scores_gemma":[0.9992513,0.0002626755,0.00020757336,0.000058353988,0.00018342235,0.00003656149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007416225,0.0011339993,0.000517026,0.0003990495,0.0002623541,0.0006171327,0.0007574492,0.00081424054,0.00054932735],"category_scores_gemma":[0.002131504,0.00033833552,0.0002786259,0.00046767003,0.0008938616,0.0009112057,0.00077516417,0.0007603478,0.00022551631],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002430599,0.000118998265,0.0007247486,0.0002872721,0.000093263596,0.00012896582,0.00014774657,0.79766357,0.06688181,0.054117676,0.001083909,0.07850896],"study_design_scores_gemma":[0.000025746136,0.00028660017,0.00013768481,0.00001660163,0.000022984505,0.00007709738,0.000027670323,0.982383,0.00782004,0.008019787,0.0011680283,0.000014648346],"about_ca_topic_score_codex":0.00034002098,"about_ca_topic_score_gemma":0.00039955578,"teacher_disagreement_score":0.0011339993,"about_ca_system_score_codex":0.0004255532,"about_ca_system_score_gemma":0.0006105027,"threshold_uncertainty_score":0.003922105},"labels":[],"label_agreement":null},{"id":"W2724662134","doi":"10.1007/s00779-017-1044-y","title":"Implementing RSA for sensor nodes in smart cities","year":2017,"lang":"en","type":"article","venue":"Personal and Ubiquitous Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Wireless sensor network; Embedded system; Computer security","score_opus":0.0285831052279528,"score_gpt":0.2863575347554722,"score_spread":0.2577744295275194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724662134","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13460268,0.00071797724,0.83291364,0.0021795793,0.0004154567,0.0002728324,0.00018939484,0.0062378235,0.022470674],"genre_scores_gemma":[0.8383571,0.00024294271,0.15681702,0.00024989338,0.000056058932,0.000101418555,0.00011412869,0.00016097396,0.0039004923],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975484,0.0009736231,0.00020248773,0.00032480963,0.0005406361,0.0004100852],"domain_scores_gemma":[0.9959921,0.0010381276,0.00025659267,0.0020802645,0.0005256847,0.00010723399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028339995,0.0006323418,0.0007540452,0.0005401804,0.000977695,0.0019502521,0.0013965147,0.0012814592,0.0056416704],"category_scores_gemma":[0.007578801,0.00053744204,0.0005636877,0.0006107436,0.0013255028,0.0053242245,0.002902127,0.0015412443,0.0021763234],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002293179,0.00056473666,0.0065850914,0.0006425497,0.0002901321,0.00062408077,0.0016308886,0.17455077,0.10966169,0.33681288,0.018414328,0.34792972],"study_design_scores_gemma":[0.0005813568,0.0006503639,0.0009275029,0.00016126309,0.00020343614,0.0005758969,0.0007327512,0.5683956,0.1789158,0.18696369,0.061781775,0.00011056792],"about_ca_topic_score_codex":0.00055431767,"about_ca_topic_score_gemma":0.00093439216,"teacher_disagreement_score":0.0056416704,"about_ca_system_score_codex":0.0008384571,"about_ca_system_score_gemma":0.001266041,"threshold_uncertainty_score":0.018873274},"labels":[],"label_agreement":null},{"id":"W2727415126","doi":"","title":"Certificates Shared Verification Key Management for SurvSec Security Architecture","year":2012,"lang":"en","type":"article","venue":"International Conference on Sensor Technologies and Applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Key (lock); Key management; Computer security; Architecture; Cryptography","score_opus":0.042758705658311,"score_gpt":0.2884115584636264,"score_spread":0.24565285280531543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727415126","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10302742,0.0012671457,0.8410085,0.0014030848,0.00053484284,0.0008440351,0.0011172998,0.029532809,0.0212649],"genre_scores_gemma":[0.9031562,0.0002253131,0.07930825,0.00025356948,0.000079985504,0.00025443282,0.0014093005,0.00042163514,0.014891341],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99786466,0.00045185944,0.0003010122,0.0003419435,0.00062678795,0.000413872],"domain_scores_gemma":[0.996269,0.00044851404,0.00029961366,0.0019266531,0.0008531723,0.00020298682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002748495,0.00049625157,0.0006983881,0.001158951,0.0011604594,0.003058567,0.0023622822,0.0010734326,0.008937312],"category_scores_gemma":[0.0038141315,0.00047209917,0.00052596093,0.0008364796,0.000911695,0.004568748,0.003579753,0.0017066345,0.0030354864],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004133146,0.0007544046,0.011820621,0.0009927376,0.00035895078,0.0010086503,0.0015367765,0.042103853,0.06155465,0.33112913,0.05942933,0.48517787],"study_design_scores_gemma":[0.0005396924,0.0009350486,0.0029562498,0.00021976934,0.00041821154,0.0012320363,0.00059858634,0.5247147,0.19446488,0.122856125,0.15081076,0.00025390886],"about_ca_topic_score_codex":0.0018125492,"about_ca_topic_score_gemma":0.0022343295,"teacher_disagreement_score":0.008937312,"about_ca_system_score_codex":0.0017841223,"about_ca_system_score_gemma":0.0030130409,"threshold_uncertainty_score":0.029898226},"labels":[],"label_agreement":null},{"id":"W2730287276","doi":"10.1007/s11276-017-1551-9","title":"A hierarchical learning approach to anti-jamming channel selection strategies","year":2017,"lang":"en","type":"article","venue":"Wireless Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Stackelberg competition; Computer science; Jamming; Channel (broadcasting); Selection (genetic algorithm); Convergence (economics); Interference (communication); Adversarial system; Mathematical optimization; Artificial intelligence; Computer network","score_opus":0.019077499773533655,"score_gpt":0.2549604267114776,"score_spread":0.23588292693794397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730287276","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060109296,0.00016241803,0.99090075,0.0001438354,0.000025859787,0.000031866133,0.000032281947,0.00014089179,0.002551251],"genre_scores_gemma":[0.70990276,0.00062012975,0.27640918,0.00035001195,0.0002606757,0.00024613598,0.00016719513,0.00011564746,0.011928249],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998995,0.00038015054,0.000041400963,0.00014434695,0.00029219151,0.00014684538],"domain_scores_gemma":[0.99732286,0.0017555675,0.00016193425,0.00022814187,0.0004249292,0.000106633335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014183329,0.00068752246,0.0010639344,0.00093557476,0.0006456462,0.00095032423,0.0023962818,0.0012204105,0.00369037],"category_scores_gemma":[0.00540628,0.0005720387,0.0006044939,0.0011415819,0.0011446112,0.0016132254,0.0013943386,0.0012761349,0.0006826463],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054713437,0.00008252569,0.00035834365,0.000055358116,0.000044392422,0.000036820584,0.00007573647,0.8782018,0.0018425186,0.05753875,0.0018794154,0.059829626],"study_design_scores_gemma":[0.000004551179,0.000015813139,0.00004694111,0.000002444467,0.000005382017,0.000007720096,0.0000043609602,0.98995614,0.00018776284,0.009550805,0.00021351973,0.000004578169],"about_ca_topic_score_codex":0.0054125804,"about_ca_topic_score_gemma":0.0061215186,"teacher_disagreement_score":0.0054125804,"about_ca_system_score_codex":0.0014025484,"about_ca_system_score_gemma":0.0014056026,"threshold_uncertainty_score":0.012345493},"labels":[],"label_agreement":null},{"id":"W2741875025","doi":"10.1016/j.future.2017.07.051","title":"TCSLP: A trace cost based source location privacy protection scheme in WSNs for smart cities","year":2017,"lang":"en","type":"article","venue":"Future Generation Computer Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; Qinglan Project of Jiangsu Province of China; Six Talent Peaks Project in Jiangsu Province; Natural Science Foundation of Liaoning Province; National Natural Science Foundation of China","keywords":"Computer science; Network packet; Computer network; Wireless sensor network; TRACE (psycholinguistics); Flooding (psychology); Node (physics); Geographic routing; Routing protocol; Routing (electronic design automation); Adversary; Computer security; Dynamic Source Routing","score_opus":0.043334451925848234,"score_gpt":0.25829407750874556,"score_spread":0.21495962558289733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741875025","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060764886,0.00040939113,0.9267347,0.00082305016,0.0001472986,0.00027431958,0.0008068616,0.005254639,0.0047847135],"genre_scores_gemma":[0.89108527,0.00028232334,0.100509904,0.0002875484,0.00008794203,0.000196376,0.001222473,0.00018543526,0.006142711],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828976,0.000366372,0.00009798589,0.00025506664,0.00071557716,0.0002752179],"domain_scores_gemma":[0.9971042,0.0005198694,0.00025594627,0.0014394328,0.00053922675,0.00014140843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013360592,0.0006297949,0.00089741807,0.0008298083,0.0009128872,0.0014554351,0.0025741372,0.0013555281,0.0023613786],"category_scores_gemma":[0.0034991577,0.000316079,0.00061102165,0.0014517752,0.0012744215,0.0028062381,0.0039617526,0.0020751355,0.00097476755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033020147,0.00058283017,0.0024932,0.00057978637,0.00023817633,0.0006517903,0.0007189292,0.30173594,0.08538107,0.1254895,0.03982658,0.4390002],"study_design_scores_gemma":[0.00018586946,0.0003938893,0.0006230127,0.000031847532,0.00007207667,0.00039578046,0.00015177127,0.9007584,0.053725865,0.026740227,0.016849859,0.00007147103],"about_ca_topic_score_codex":0.002642805,"about_ca_topic_score_gemma":0.0022283017,"teacher_disagreement_score":0.002642805,"about_ca_system_score_codex":0.0017406854,"about_ca_system_score_gemma":0.0023685507,"threshold_uncertainty_score":0.012629569},"labels":[],"label_agreement":null},{"id":"W2743856420","doi":"10.1109/comptelix.2017.8004033","title":"Security vulnerabilities and countermeasures against jamming attacks in Wireless Sensor Networks: A survey","year":2017,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Federation for the Humanities and Social Sciences","keywords":"Jamming; Computer science; Computer security; Adversary; Wireless sensor network; Wireless; Computer network; Cover (algebra); Wireless network; Countermeasure; Telecommunications; Engineering","score_opus":0.024220019285478105,"score_gpt":0.2695577054197179,"score_spread":0.2453376861342398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743856420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04071098,0.8549352,0.07454811,0.0030359782,0.0007047261,0.00019664678,0.00018026146,0.00041300012,0.025275232],"genre_scores_gemma":[0.23599534,0.72749585,0.029196482,0.0007018093,0.000723339,0.00016812899,0.00034266207,0.000052960117,0.005323407],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991308,0.00015130064,0.000094120835,0.00010745246,0.0004320059,0.000084353436],"domain_scores_gemma":[0.9982135,0.0010481282,0.00024045462,0.00010341952,0.00034464168,0.00004979046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009048877,0.0009669974,0.00083421025,0.0025659672,0.0005106014,0.0012510498,0.000816703,0.0012234015,0.0010897062],"category_scores_gemma":[0.0022931045,0.00043133946,0.00060431415,0.00201074,0.00053952436,0.0027314345,0.0008511822,0.0008236176,0.0005554058],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012437804,0.0001450834,0.004564716,0.006912739,0.00015258166,0.00046841937,0.00043691206,0.012826285,0.011424614,0.017770765,0.008250683,0.9369229],"study_design_scores_gemma":[0.00004230549,0.0020570161,0.014263891,0.009540894,0.000749475,0.012553913,0.0028346418,0.06501965,0.046281308,0.054321643,0.79203844,0.0002968627],"about_ca_topic_score_codex":0.00040040223,"about_ca_topic_score_gemma":0.00031283853,"teacher_disagreement_score":0.0025659672,"about_ca_system_score_codex":0.00033753508,"about_ca_system_score_gemma":0.0005471749,"threshold_uncertainty_score":0.0047855377},"labels":[],"label_agreement":null},{"id":"W2761668687","doi":"10.1002/9781119226079.ch13","title":"Cyber‐Physical Vulnerabilities of Wireless Sensor Networks in Smart Cities","year":2017,"lang":"en","type":"other","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Wireless sensor network; Computer science; Computer security; Smart city; Context (archaeology); Cyber-physical system; Wireless; Data science; Telecommunications; Computer network; Internet of Things; Geography","score_opus":0.013347741787795325,"score_gpt":0.24779109999101612,"score_spread":0.2344433582032208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761668687","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0397593,0.39063725,0.11720382,0.016726466,0.0018377166,0.00012625454,0.00018011547,0.000537708,0.4329914],"genre_scores_gemma":[0.35609013,0.5377284,0.029782798,0.0014384525,0.0019305529,0.00011279909,0.00026946713,0.00012301448,0.07252433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997669,0.00006401253,0.000009640962,0.000028480415,0.00009890043,0.000032012475],"domain_scores_gemma":[0.99974793,0.00014022617,0.000029743393,0.000024417299,0.000039689545,0.000017917344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003221615,0.0005087257,0.0002599794,0.0009039039,0.00054514955,0.0018308363,0.00039575735,0.0012211476,0.004325368],"category_scores_gemma":[0.00067863305,0.00025263292,0.00026187554,0.0013999722,0.0009136674,0.0029268838,0.0011183833,0.0011576375,0.00096810044],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020608737,0.000038353803,0.0010252359,0.0010125207,0.000019187668,0.0006153903,0.0009988794,0.014975097,0.0025470941,0.7293735,0.027678141,0.22169597],"study_design_scores_gemma":[0.0000036985596,0.000042208492,0.0014769147,0.0014092275,0.000023064824,0.0016776848,0.0011183552,0.021714702,0.0030146746,0.32090506,0.6485777,0.00003668873],"about_ca_topic_score_codex":0.00083729136,"about_ca_topic_score_gemma":0.0010615618,"teacher_disagreement_score":0.004325368,"about_ca_system_score_codex":0.00071380317,"about_ca_system_score_gemma":0.0004747848,"threshold_uncertainty_score":0.014469743},"labels":[],"label_agreement":null},{"id":"W2765492968","doi":"10.1109/lcomm.2018.2815018","title":"Anti-Jamming Communications Using Spectrum Waterfall: A Deep Reinforcement Learning Approach","year":2018,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":248,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Jamming; Waterfall; Reinforcement learning; Computer science; Waterfall model; Artificial neural network; Artificial intelligence; Software","score_opus":0.05123723027287137,"score_gpt":0.2837576061952535,"score_spread":0.23252037592238212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765492968","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039152384,0.0003769088,0.9570278,0.00036371744,0.00003990786,0.000022692497,0.000015515398,0.00019342077,0.002807672],"genre_scores_gemma":[0.9604143,0.00019168435,0.03720227,0.00014663656,0.000037461512,0.00004249344,0.000020128839,0.00002168987,0.001923314],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979776,0.00006009891,0.000008669289,0.000040963107,0.0000452798,0.000047196118],"domain_scores_gemma":[0.99931777,0.00039308047,0.00009562392,0.000034300672,0.000116617106,0.000042541244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062747236,0.00070134114,0.0008331847,0.00029896066,0.00028393074,0.00054709276,0.0009281982,0.0009881661,0.000848508],"category_scores_gemma":[0.0017713197,0.0003413769,0.00030783817,0.00023914676,0.0008507598,0.0008613413,0.00079692353,0.0011821858,0.00011051039],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000333202,0.000029006464,0.0003954431,0.0000279461,0.000023316728,0.000044335193,0.000033488788,0.9758951,0.0014562052,0.0062073497,0.00027366937,0.015580709],"study_design_scores_gemma":[0.0000021435774,0.000008801147,0.000019934212,0.0000014088147,0.0000021332908,0.0000031450093,0.0000015508998,0.9987413,0.00009706115,0.001067985,0.000053137213,0.0000013402808],"about_ca_topic_score_codex":0.004025429,"about_ca_topic_score_gemma":0.00273145,"teacher_disagreement_score":0.004025429,"about_ca_system_score_codex":0.00063251954,"about_ca_system_score_gemma":0.0007931155,"threshold_uncertainty_score":0.00800401},"labels":[],"label_agreement":null},{"id":"W2785692066","doi":"10.1109/vtcfall.2017.8288185","title":"A Low Power Cyber-Attack Detection and Isolation Mechanism for Wireless Sensor Network","year":2017,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Wireless sensor network; Reliability (semiconductor); Denial-of-service attack; Energy consumption; Computer security; Embedded system; Isolation (microbiology); Smart grid; Computer network; Distributed computing; Power (physics); The Internet; Engineering","score_opus":0.016870411737735975,"score_gpt":0.25510889016248495,"score_spread":0.23823847842474896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785692066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06788618,0.0019319258,0.92191124,0.00043488608,0.0003161449,0.000536414,0.00006336401,0.0038501278,0.003069591],"genre_scores_gemma":[0.79747957,0.0008909567,0.19614777,0.00040000342,0.00016550196,0.00034450996,0.00010426974,0.0001272525,0.004340082],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990038,0.00015592441,0.00010485965,0.00022520237,0.0004077369,0.00010236701],"domain_scores_gemma":[0.99776804,0.0005775053,0.0005203453,0.0006300704,0.00037084936,0.00013311482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011162907,0.000959516,0.0008249403,0.0014145108,0.0007807658,0.0008327442,0.0023967526,0.001016304,0.0014887233],"category_scores_gemma":[0.0025850872,0.00045732028,0.00076324464,0.00051546,0.00082441774,0.0023768435,0.0014570298,0.0010691289,0.0005081357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010867724,0.0009841082,0.003239876,0.0016019915,0.00038119243,0.00091886433,0.00048725688,0.05985508,0.42732823,0.047526136,0.0071683927,0.4494221],"study_design_scores_gemma":[0.00023375156,0.0028254837,0.0027682406,0.00015301933,0.00044532653,0.003533196,0.000088697285,0.6561515,0.29288933,0.010749491,0.02995734,0.00020461394],"about_ca_topic_score_codex":0.00028383924,"about_ca_topic_score_gemma":0.0002792365,"teacher_disagreement_score":0.0023967526,"about_ca_system_score_codex":0.00050148513,"about_ca_system_score_gemma":0.00067836145,"threshold_uncertainty_score":0.0059036016},"labels":[],"label_agreement":null},{"id":"W2785881462","doi":"10.1109/access.2018.2793841","title":"Denial of Service Defence for Resource Availability in Wireless Sensor Networks","year":2018,"lang":"en","type":"article","venue":"IEEE Access","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wireless sensor network; Computer science; Denial-of-service attack; Software deployment; Computer network; Computer security; Key distribution in wireless sensor networks; Countermeasure; Wireless; Wireless network; Telecommunications; Engineering","score_opus":0.033246272209878296,"score_gpt":0.2996961083214578,"score_spread":0.2664498361115795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785881462","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020382512,0.2258119,0.69851077,0.007520903,0.0029181582,0.00045767854,0.00013468537,0.0008856931,0.043377668],"genre_scores_gemma":[0.6594487,0.15570852,0.16362864,0.003173375,0.00353297,0.00086657546,0.00029796347,0.00015076555,0.01319252],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99735343,0.000921625,0.00019113795,0.0002652344,0.001075454,0.00019300777],"domain_scores_gemma":[0.9964502,0.0021558632,0.00037768728,0.00036800362,0.00056024425,0.00008801812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021218401,0.0007581161,0.0009809447,0.0018399382,0.000987241,0.0022135782,0.001420303,0.0017978863,0.0012938097],"category_scores_gemma":[0.0062693143,0.0003417735,0.00061617413,0.0021155998,0.0016431201,0.0035317927,0.0014121265,0.0022365618,0.0005551735],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022224693,0.00018279775,0.0023095596,0.0030955365,0.00020045145,0.0010027554,0.0006136818,0.050938707,0.015911508,0.4519438,0.019374412,0.4542046],"study_design_scores_gemma":[0.0000629791,0.000696727,0.0025177242,0.0017909221,0.0002518919,0.004846487,0.0006995076,0.31834844,0.011847807,0.35917938,0.29957172,0.00018641238],"about_ca_topic_score_codex":0.00066955015,"about_ca_topic_score_gemma":0.0006808313,"teacher_disagreement_score":0.0022135782,"about_ca_system_score_codex":0.0011852104,"about_ca_system_score_gemma":0.0011639533,"threshold_uncertainty_score":0.011221468},"labels":[],"label_agreement":null},{"id":"W2787234235","doi":"10.23977/jnca.2017.21001","title":"An Improved Data Fusion Method IICKPAD for Privacy Protection in Wireless Sensor Networks","year":2017,"lang":"en","type":"article","venue":"Journal of Network Computing and Applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sensor fusion; Wireless sensor network; Computer science; Data redundancy; Redundancy (engineering); Fusion; Process (computing); Node (physics); Computer network; Wireless; Data mining; Privacy protection; Computer security; Artificial intelligence; Engineering; Telecommunications; Database","score_opus":0.046588877444680474,"score_gpt":0.3502391232046969,"score_spread":0.3036502457600164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787234235","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050967527,0.00040491045,0.9936713,0.0000763909,0.000068323716,0.00003845937,0.00003193951,0.00020626646,0.00040559936],"genre_scores_gemma":[0.31531927,0.00082952314,0.68082523,0.00020534937,0.00017551737,0.00026278038,0.00027458626,0.00010330599,0.0020044043],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968868,0.00058297825,0.00020621269,0.0007877536,0.0013001641,0.0002360649],"domain_scores_gemma":[0.9984036,0.0004582475,0.00014659368,0.00031803237,0.00059832545,0.00007521366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824315,0.00083797105,0.0013014823,0.0012596708,0.0009419125,0.0012138018,0.0018195403,0.0009254567,0.0011131761],"category_scores_gemma":[0.0044866423,0.00045999204,0.0012926155,0.0017260368,0.00076849427,0.002865556,0.0023521918,0.0017927395,0.00037655406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007758209,0.00016444645,0.0020115427,0.0003717066,0.00023704511,0.00024604754,0.00042523013,0.19807859,0.09224306,0.036073986,0.0042024883,0.6651701],"study_design_scores_gemma":[0.000046590056,0.00018787918,0.0006863087,0.000015403013,0.000047905283,0.0003564175,0.00005264428,0.9563682,0.02806283,0.008261472,0.0058599506,0.00005432834],"about_ca_topic_score_codex":0.0017691213,"about_ca_topic_score_gemma":0.0009144782,"teacher_disagreement_score":0.001824315,"about_ca_system_score_codex":0.0009640148,"about_ca_system_score_gemma":0.0018318545,"threshold_uncertainty_score":0.009648025},"labels":[],"label_agreement":null},{"id":"W2789858278","doi":"10.1016/j.jnca.2018.01.004","title":"Data collection for attack detection and security measurement in Mobile Ad Hoc Networks: A survey","year":2018,"lang":"en","type":"article","venue":"Journal of Network and Computer Applications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Science Basic Research Program of Shaanxi Province; National Key Research and Development Program of China; Higher Education Discipline Innovation Project; Academy of Finland; National Natural Science Foundation of China","keywords":"Computer science; Mobile ad hoc network; Computer security; Data collection; Trustworthiness; Data security; Computer network; Encryption; Network packet","score_opus":0.05595645844568747,"score_gpt":0.2953006636702692,"score_spread":0.23934420522458172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789858278","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057527814,0.25967395,0.6570303,0.0045494228,0.0011692394,0.0019278979,0.004767258,0.0023952383,0.010958888],"genre_scores_gemma":[0.39820236,0.22067665,0.35571223,0.0024926956,0.002837907,0.002688591,0.01244759,0.0004726258,0.0044694045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.984135,0.004243306,0.002284326,0.0022649807,0.0066164695,0.0004559485],"domain_scores_gemma":[0.94463825,0.033328887,0.0037741857,0.0054080556,0.012142993,0.00070751004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010395454,0.0019301753,0.0038536773,0.0077858823,0.001118516,0.0036515775,0.0045492635,0.0018950115,0.0013737797],"category_scores_gemma":[0.04038043,0.0008880088,0.0013972777,0.011303352,0.0014135324,0.0053877784,0.002017099,0.0015976416,0.0013491071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003037543,0.00044293964,0.03366427,0.0049572247,0.00019756737,0.00009745965,0.00040282818,0.005681958,0.0051950105,0.004683786,0.009136063,0.93523717],"study_design_scores_gemma":[0.0002646252,0.0032020907,0.12536225,0.009628466,0.001625665,0.0064638034,0.008141675,0.26601365,0.09796842,0.05812087,0.42236435,0.00084415433],"about_ca_topic_score_codex":0.0031879689,"about_ca_topic_score_gemma":0.002464065,"teacher_disagreement_score":0.010395454,"about_ca_system_score_codex":0.0012041775,"about_ca_system_score_gemma":0.0024006628,"threshold_uncertainty_score":0.05497706},"labels":[],"label_agreement":null},{"id":"W2804867869","doi":"10.3390/s18061691","title":"A Statistical Approach to Detect Jamming Attacks in Wireless Sensor Networks","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"University of Pretoria; National Research Foundation; Stiftelsen för Miljöstrategisk Forskning","keywords":"Wireless sensor network; Denial-of-service attack; Jamming; Computer science; Network packet; Computer network; Overhead (engineering); EWMA chart; Key distribution in wireless sensor networks; Process (computing); Real-time computing; Computer security; Wireless; Wireless network; Telecommunications; Control chart","score_opus":0.015916853300201473,"score_gpt":0.25816629560690224,"score_spread":0.24224944230670076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804867869","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018596679,0.00012749279,0.9803894,0.0000619327,0.00002298731,0.000028752997,0.00001553549,0.00032030235,0.00043690612],"genre_scores_gemma":[0.8313803,0.0004026141,0.16667946,0.00011860619,0.0001133379,0.00017122232,0.0001046121,0.000054945212,0.00097497174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990766,0.00023276435,0.00006584777,0.00013659585,0.0004370525,0.00005110682],"domain_scores_gemma":[0.9973623,0.0016549908,0.00030482077,0.00019158074,0.00043931627,0.000046969795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011662835,0.00062773615,0.0004427466,0.0013244041,0.00026592307,0.0004894751,0.0007332702,0.0005272688,0.00035465267],"category_scores_gemma":[0.0071696383,0.00028691534,0.000425212,0.00087171444,0.00057175336,0.00089988403,0.00049561955,0.00063696236,0.00014416937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114227594,0.00017769718,0.0058921985,0.00010122959,0.00012438954,0.00012856888,0.00008834539,0.79767543,0.026300931,0.015623613,0.00044413513,0.15332921],"study_design_scores_gemma":[0.000002026713,0.000054892407,0.00053174276,0.0000019673273,0.000007367708,0.000028916751,0.000005968487,0.99624145,0.0016694263,0.0012654094,0.00018481807,0.000005964458],"about_ca_topic_score_codex":0.0015950995,"about_ca_topic_score_gemma":0.001460536,"teacher_disagreement_score":0.0015950995,"about_ca_system_score_codex":0.00037124543,"about_ca_system_score_gemma":0.0005718918,"threshold_uncertainty_score":0.0061679482},"labels":[],"label_agreement":null},{"id":"W2809505111","doi":"10.1145/3209582.3225197","title":"A Group Key Management Protocol for Mobile Devices","year":2018,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer network; Computer science; Protocol (science); Wireless mesh network; Key (lock); Group key; Wireless network; Wireless Application Protocol; Distributed computing; Wireless; Computer security; Telecommunications; Encryption","score_opus":0.02187534800746408,"score_gpt":0.31157891120666714,"score_spread":0.28970356319920304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809505111","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006149955,0.002504011,0.980332,0.00066400267,0.00084018125,0.0005208343,0.00017260925,0.0015204854,0.007295918],"genre_scores_gemma":[0.23954308,0.0040529966,0.7260019,0.0010355805,0.0006998827,0.0021299394,0.0010336713,0.00023030324,0.025272544],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989974,0.0002372341,0.000093102746,0.00013949319,0.00044062943,0.00009216702],"domain_scores_gemma":[0.99925774,0.00012213597,0.00008397589,0.00027315275,0.00019716717,0.0000657766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088149856,0.0006592888,0.0007419929,0.00070147315,0.0009839016,0.0011140996,0.0014675509,0.0011571826,0.0024122566],"category_scores_gemma":[0.0017186636,0.00028035877,0.00058005436,0.0010524521,0.00074709795,0.0030472076,0.0019358738,0.0015876709,0.001890053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041980852,0.00021313057,0.0007829906,0.0013934814,0.00023132183,0.0011662911,0.0006954379,0.018408729,0.106015764,0.2878155,0.047694243,0.5351633],"study_design_scores_gemma":[0.00046412487,0.0014871681,0.001332545,0.00028662308,0.0004329407,0.0034610175,0.00033097022,0.20231429,0.05938548,0.121374,0.60885984,0.00027101365],"about_ca_topic_score_codex":0.0003529302,"about_ca_topic_score_gemma":0.00040152832,"teacher_disagreement_score":0.0024122566,"about_ca_system_score_codex":0.00041123354,"about_ca_system_score_gemma":0.0008910571,"threshold_uncertainty_score":0.008069813},"labels":[],"label_agreement":null},{"id":"W2811090678","doi":"10.1109/icmcis.2018.8398713","title":"Location constrained jamming: Surgical link removal using local graph partitioning","year":2018,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Graph partition; Heuristics; Computer science; Partition (number theory); Adversary; Network topology; Topology (electrical circuits); Graph; Graph theory; Jamming; Theoretical computer science; Adversarial system; Computer network; Mathematics; Artificial intelligence; Computer security; Combinatorics","score_opus":0.026702650676211647,"score_gpt":0.27047591944209903,"score_spread":0.2437732687658874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811090678","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030586455,0.00016683448,0.9667573,0.000105110565,0.000024368315,0.000083306775,0.00002327446,0.00040078326,0.0018525571],"genre_scores_gemma":[0.5918125,0.00026521544,0.40426978,0.00014244892,0.00004262104,0.00015999672,0.00015106262,0.00014145431,0.0030148902],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953103,0.00014833758,0.000016130687,0.00011148158,0.000121976926,0.00007109519],"domain_scores_gemma":[0.99920183,0.0003326593,0.00014025228,0.00020176826,0.00006131927,0.00006226732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045473728,0.0008321413,0.0007270222,0.00079082244,0.00073773996,0.00052047457,0.0015669574,0.0006684191,0.0013959975],"category_scores_gemma":[0.0017211188,0.00035025738,0.00052949565,0.00069682277,0.0010224525,0.0012912541,0.0017348462,0.0006067274,0.0005083111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004661223,0.00027710554,0.0013241125,0.00024474054,0.00010850295,0.00044796438,0.00043828893,0.65639263,0.0648212,0.01886711,0.002702854,0.25390938],"study_design_scores_gemma":[0.00004624472,0.00030517732,0.0007180452,0.00002250581,0.00003941381,0.0003789778,0.00017734886,0.9647757,0.016560968,0.014414045,0.0025289187,0.00003269683],"about_ca_topic_score_codex":0.0012529142,"about_ca_topic_score_gemma":0.00221162,"teacher_disagreement_score":0.0015669574,"about_ca_system_score_codex":0.00036179592,"about_ca_system_score_gemma":0.00064122723,"threshold_uncertainty_score":0.0046700835},"labels":[],"label_agreement":null},{"id":"W2885921739","doi":"10.1002/cpe.4776","title":"A hierarchical key pre‐distribution scheme for fog networks","year":2018,"lang":"en","type":"article","venue":"Concurrency and Computation Practice and Experience","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"University of Salford Manchester","keywords":"Computer science; Scalability; Key (lock); Overhead (engineering); Key management; Scheme (mathematics); Computer network; Distributed computing; Node (physics); Key distribution; Secure communication; Computer security; Public-key cryptography; Engineering; Encryption","score_opus":0.021204020065435494,"score_gpt":0.32660812199244355,"score_spread":0.30540410192700806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885921739","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053699993,0.0003940054,0.93790096,0.00033218157,0.00014759079,0.0002561909,0.00014829905,0.0008783902,0.0062423167],"genre_scores_gemma":[0.8600987,0.00017229709,0.13541578,0.00017110551,0.000032958793,0.00011076699,0.00021057097,0.000031727795,0.0037561576],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992495,0.00013336564,0.00006413934,0.00014737362,0.00022595357,0.00017968005],"domain_scores_gemma":[0.9991186,0.00012619277,0.00010929701,0.0004050924,0.00017475008,0.00006597638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006819681,0.000415453,0.00041345405,0.0004928685,0.00083067484,0.0007594969,0.0013092009,0.00055247656,0.00211886],"category_scores_gemma":[0.0013187797,0.0001891535,0.0004091004,0.00057015894,0.000670477,0.0020302518,0.0018363843,0.0009981324,0.00051788596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013359764,0.00027406524,0.0011983437,0.0003658787,0.000117140866,0.00047123793,0.00089451426,0.10925458,0.1853449,0.29536334,0.012716786,0.39266333],"study_design_scores_gemma":[0.00021186576,0.00056206016,0.0012637042,0.00006420545,0.00008828746,0.000674142,0.00023068275,0.7794494,0.097208485,0.08609589,0.033987924,0.00016347566],"about_ca_topic_score_codex":0.0014158154,"about_ca_topic_score_gemma":0.0013637338,"teacher_disagreement_score":0.00211886,"about_ca_system_score_codex":0.0012746407,"about_ca_system_score_gemma":0.0012280148,"threshold_uncertainty_score":0.009248257},"labels":[],"label_agreement":null},{"id":"W2889527568","doi":"10.1109/ccece.2018.8447756","title":"Survey of Identity-Based Attacks Detection Techniques in Wireless Networks Using Received Signal Strength","year":2018,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"RSS; Computer science; Wireless; Identity (music); Wireless network; Computer security; Computer network; Cryptography; Signal strength; Scale (ratio); Telecommunications; World Wide Web","score_opus":0.03391183010144113,"score_gpt":0.2955897275267477,"score_spread":0.2616778974253066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889527568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027752595,0.5103923,0.4278116,0.0015765104,0.0010786199,0.00041692946,0.0002618237,0.00071280083,0.029996896],"genre_scores_gemma":[0.24810325,0.5956473,0.1434303,0.0007553492,0.0013541116,0.00032166403,0.00067950774,0.000080977574,0.00962757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997995,0.00039517524,0.00022091198,0.00034521468,0.0009341798,0.00010950119],"domain_scores_gemma":[0.99725914,0.0013098838,0.00031227755,0.0002632328,0.0007967689,0.00005864037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016270059,0.0011081673,0.0011944404,0.003529087,0.0005177292,0.0014045254,0.0015265761,0.0010568862,0.0010857396],"category_scores_gemma":[0.0031907458,0.0005308876,0.0008661741,0.00373448,0.0006666264,0.0029983076,0.0007462558,0.0009121222,0.0010193533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012058043,0.00016504907,0.004975893,0.004117981,0.00014122027,0.0003413233,0.00021951695,0.008309801,0.010075041,0.015233087,0.00671201,0.9495886],"study_design_scores_gemma":[0.000066746914,0.00236996,0.02508745,0.0050617186,0.0010582098,0.014650116,0.0016172561,0.16990088,0.07850487,0.03238299,0.66866326,0.0006365189],"about_ca_topic_score_codex":0.0009394219,"about_ca_topic_score_gemma":0.00059288146,"teacher_disagreement_score":0.003529087,"about_ca_system_score_codex":0.00053444214,"about_ca_system_score_gemma":0.00072566856,"threshold_uncertainty_score":0.008604586},"labels":[],"label_agreement":null},{"id":"W2898673003","doi":"10.1007/978-981-10-8636-6_4","title":"Analysis of Wormhole Attacks in Wireless Sensor Networks","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Wormhole; Wireless sensor network; Computer science; Computer network; Computer security; Physics; Theoretical physics","score_opus":0.015980652750248563,"score_gpt":0.2673103823400005,"score_spread":0.2513297295897519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898673003","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101696886,0.007312381,0.86305124,0.0015062426,0.00033568373,0.00014632728,0.00015461682,0.0004834581,0.0253131],"genre_scores_gemma":[0.96042246,0.0053486456,0.02491327,0.00016024626,0.0003065325,0.000120253426,0.00017656076,0.00014110011,0.008411022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924016,0.00019623384,0.000031692925,0.000080274185,0.0003384708,0.00011324978],"domain_scores_gemma":[0.9969965,0.0020487513,0.00026019677,0.00021268221,0.0004054269,0.00007652171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009412249,0.00076550525,0.0006599573,0.0015180801,0.00034071913,0.00093921204,0.0010602358,0.0008251624,0.0023164395],"category_scores_gemma":[0.007673398,0.0003246775,0.00065780536,0.00094270933,0.0009459448,0.0024452147,0.0009479287,0.0013149206,0.00028187304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017392433,0.00011978442,0.0015013482,0.0003381426,0.00012177383,0.00020332457,0.0001254784,0.6349109,0.009364005,0.2685847,0.005926463,0.07863013],"study_design_scores_gemma":[0.000004378311,0.000036346748,0.00043215122,0.000025932928,0.000019190215,0.00012260163,0.000027196818,0.92436093,0.0009608633,0.07255422,0.0014474521,0.000008627365],"about_ca_topic_score_codex":0.0007441899,"about_ca_topic_score_gemma":0.00043197436,"teacher_disagreement_score":0.0023164395,"about_ca_system_score_codex":0.0007947065,"about_ca_system_score_gemma":0.0004942455,"threshold_uncertainty_score":0.0077492595},"labels":[],"label_agreement":null},{"id":"W2915711433","doi":"10.1109/glocom.2018.8647365","title":"Multichannel Power Allocation Game against Jammer with Changing Strategy","year":2018,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transmitter; Computer science; Cognitive radio; Component (thermodynamics); Transmission (telecommunications); Cognition; Power (physics); Computer network; Telecommunications; Wireless; Channel (broadcasting)","score_opus":0.013088360741419947,"score_gpt":0.23223509605327164,"score_spread":0.2191467353118517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915711433","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17069875,0.00013821742,0.8176994,0.00045127227,0.000063941356,0.00019747874,0.00006670226,0.00014216916,0.010542078],"genre_scores_gemma":[0.973669,0.000070259935,0.022791384,0.00010154936,0.000021131214,0.00013991604,0.000019862264,0.000009619072,0.0031773245],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888295,0.0005306658,0.000047863155,0.0001603916,0.00018878754,0.0001893707],"domain_scores_gemma":[0.99846965,0.000916341,0.00018122722,0.00009345448,0.00018114774,0.00015803755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014767206,0.0006723089,0.00084034906,0.00036431768,0.0004308289,0.0008241408,0.0013210891,0.0011054619,0.0013271252],"category_scores_gemma":[0.0031464475,0.00020871965,0.00036282954,0.0003598306,0.0010613722,0.0010840032,0.00090350833,0.00092821545,0.000156343],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007177161,0.0002583697,0.0011376926,0.00017205074,0.00012391488,0.0004162435,0.0002976282,0.8623785,0.012257745,0.08348985,0.0013302242,0.03742007],"study_design_scores_gemma":[0.00004433821,0.00011064448,0.00017071495,0.0000046622577,0.000014146483,0.00006439793,0.000021032636,0.9859865,0.0010154379,0.012268094,0.00028796706,0.000012196345],"about_ca_topic_score_codex":0.001277739,"about_ca_topic_score_gemma":0.0009162176,"teacher_disagreement_score":0.0014767206,"about_ca_system_score_codex":0.0007437191,"about_ca_system_score_gemma":0.00095294043,"threshold_uncertainty_score":0.007809758},"labels":[],"label_agreement":null},{"id":"W29211592","doi":"10.1089/jwh.2017.6490","title":"Batch Updates of Key Trees","year":2000,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Joins; Computer science; Key (lock); Tree (set theory); Encryption; Join (topology); Process (computing); Theoretical computer science; Data mining; Computer network; Computer security; Operating system; Mathematics","score_opus":0.007137013891233813,"score_gpt":0.21077199793154935,"score_spread":0.20363498404031555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29211592","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1252559,0.002087932,0.8233465,0.0030251113,0.0016391336,0.0008762817,0.0067355484,0.020611715,0.016421823],"genre_scores_gemma":[0.6613616,0.0006448097,0.30352336,0.0006291781,0.0005293816,0.0004189615,0.007577494,0.0012155016,0.024099777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978531,0.0004134743,0.0001959919,0.0005214816,0.0006498552,0.0003660672],"domain_scores_gemma":[0.990036,0.0042088362,0.000463476,0.0034321048,0.0015106462,0.00034884474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026696636,0.00071297033,0.0012449987,0.0011618969,0.0010199993,0.0021769996,0.0023287272,0.001335736,0.012193679],"category_scores_gemma":[0.019320143,0.0006938044,0.0007367873,0.0013537992,0.00061572035,0.0053424146,0.0021316055,0.0017057622,0.004675052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037061993,0.00043074889,0.011884684,0.00049598847,0.0002166991,0.00036721968,0.0006983594,0.14010893,0.02025613,0.044995155,0.083787136,0.69305277],"study_design_scores_gemma":[0.00023818652,0.00034059669,0.002698644,0.00005132129,0.000101852405,0.00035401527,0.00022702917,0.88143075,0.011286842,0.07335555,0.029851854,0.00006346048],"about_ca_topic_score_codex":0.005915049,"about_ca_topic_score_gemma":0.010924847,"teacher_disagreement_score":0.012193679,"about_ca_system_score_codex":0.00094469823,"about_ca_system_score_gemma":0.0018109978,"threshold_uncertainty_score":0.04079193},"labels":[],"label_agreement":null},{"id":"W2949267482","doi":"","title":"A Unified Approach to Combinatorial Key Predistribution Schemes for Sensor Networks.","year":2011,"lang":"en","type":"preprint","venue":"BIROn (Birkbeck, University of London)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key (lock); Class (philosophy); Scheme (mathematics); Combinatorial design; Wireless sensor network; Theoretical computer science; Mathematics; Computer network; Discrete mathematics; Artificial intelligence; Computer security","score_opus":0.02527415710347715,"score_gpt":0.2089138759522675,"score_spread":0.18363971884879038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949267482","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002347623,0.0008222127,0.9887734,0.00034208177,0.00012260137,0.00013372551,0.00005926122,0.000083353145,0.0073157437],"genre_scores_gemma":[0.18492317,0.0038758959,0.80032253,0.0007000693,0.00044357343,0.0009621107,0.00019744063,0.00015420587,0.008421041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99642426,0.0015014327,0.0002803951,0.00045824252,0.0011298822,0.00020568383],"domain_scores_gemma":[0.996431,0.0013367585,0.00043267463,0.0010778913,0.00058594043,0.00013562189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032385588,0.0018989408,0.0010748565,0.0028003224,0.0011915892,0.0036006065,0.0024323124,0.0021355657,0.0048055435],"category_scores_gemma":[0.008799328,0.0007897938,0.0015663942,0.0029638517,0.0038585714,0.0076743416,0.0033861012,0.004094841,0.0012122708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028204347,0.000023611414,0.00008879536,0.00013609036,0.000021244326,0.000056465877,0.000086390944,0.025120445,0.0029245475,0.9477492,0.0014704812,0.022294424],"study_design_scores_gemma":[0.000028483035,0.0001907715,0.00012519347,0.00010031336,0.000036449124,0.00049256557,0.00008707633,0.18781465,0.0041603944,0.78461635,0.02228509,0.000062569736],"about_ca_topic_score_codex":0.00039501744,"about_ca_topic_score_gemma":0.0006485185,"teacher_disagreement_score":0.0048055435,"about_ca_system_score_codex":0.00313906,"about_ca_system_score_gemma":0.0018489839,"threshold_uncertainty_score":0.02277559},"labels":[],"label_agreement":null},{"id":"W2949541804","doi":"","title":"Broadcast-enhanced Key Predistribution Schemes.","year":2012,"lang":"en","type":"preprint","venue":"BIROn (Birkbeck, University of London)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key (lock); Computer network; Mathematical proof; Revocation; Scheme (mathematics); Flexibility (engineering); Key management; Distributed computing; Cryptography; Computer security; Mathematics","score_opus":0.01567980217183873,"score_gpt":0.2064991929316171,"score_spread":0.19081939075977836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949541804","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04308065,0.0034697428,0.9206527,0.0013418654,0.0005614983,0.0008539597,0.00055183866,0.0011948122,0.028292911],"genre_scores_gemma":[0.7560273,0.0017497648,0.21451604,0.0008273885,0.0002479038,0.0007798218,0.000552146,0.000116394796,0.025183212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980281,0.00063821505,0.0001384082,0.00027105806,0.0006012195,0.0003230605],"domain_scores_gemma":[0.9956423,0.0013686744,0.00069544587,0.0016991765,0.00042352677,0.00017091332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018759416,0.0005945712,0.00054444594,0.00077545975,0.000954699,0.00094528974,0.0017732625,0.0013184834,0.0045080977],"category_scores_gemma":[0.0051796096,0.00033424833,0.00051141705,0.0009488766,0.0019156219,0.0033695034,0.003254653,0.002309384,0.0016838593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010018185,0.0001421694,0.0010193986,0.0012187985,0.00013885355,0.0006441909,0.0014574717,0.019019073,0.071807064,0.65851516,0.011526588,0.23350935],"study_design_scores_gemma":[0.0006003395,0.0012863389,0.0021038777,0.00044030143,0.00033297722,0.004565568,0.00047114358,0.14645265,0.15661077,0.43870145,0.24813819,0.00029631736],"about_ca_topic_score_codex":0.00018750988,"about_ca_topic_score_gemma":0.00019074568,"teacher_disagreement_score":0.0045080977,"about_ca_system_score_codex":0.0009834564,"about_ca_system_score_gemma":0.00072591077,"threshold_uncertainty_score":0.015081108},"labels":[],"label_agreement":null},{"id":"W2951754992","doi":"","title":"Resilient Aggregation in Simple Linear Sensor Networks.","year":2014,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Aggregate (composite); Base station; Key distribution in wireless sensor networks; Simple (philosophy); Protocol (science); Node (physics); Wireless; Wireless network; Telecommunications; Engineering","score_opus":0.01424304818891629,"score_gpt":0.2647413245042318,"score_spread":0.2504982763153155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951754992","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042590592,0.0024954416,0.9390704,0.0015324682,0.00031205858,0.00027677405,0.00017975816,0.001301502,0.0122410245],"genre_scores_gemma":[0.84851927,0.0021111001,0.14087026,0.00067636615,0.00029770416,0.00037955813,0.00019977822,0.00011183108,0.0068341508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982033,0.00064381043,0.00011002687,0.00029622216,0.0005970949,0.00014954536],"domain_scores_gemma":[0.9948826,0.0030964292,0.0007179937,0.0008941876,0.00028750784,0.000121389516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002227585,0.00078639475,0.00080039474,0.00096361665,0.00093060324,0.0012269265,0.0012033231,0.0010722388,0.0020624716],"category_scores_gemma":[0.009046176,0.00047815638,0.0008245725,0.0010466415,0.0026467494,0.0036426866,0.0031862843,0.0015428711,0.0006627476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000410773,0.000083895924,0.0009912954,0.0008057139,0.00014182336,0.0006800721,0.0005893267,0.39291844,0.015380199,0.52098036,0.0066114957,0.06040667],"study_design_scores_gemma":[0.00006106309,0.0001845029,0.00024432433,0.0000687525,0.000043652515,0.00041364483,0.00007468425,0.59385717,0.0058125886,0.39084008,0.008357573,0.000041929157],"about_ca_topic_score_codex":0.00049160677,"about_ca_topic_score_gemma":0.00036401357,"teacher_disagreement_score":0.002227585,"about_ca_system_score_codex":0.0011554791,"about_ca_system_score_gemma":0.00057064195,"threshold_uncertainty_score":0.011780739},"labels":[],"label_agreement":null},{"id":"W2963924363","doi":"10.1515/jmc-2014-0031","title":"Optimal constructions for ID-based one-way-function key predistribution schemesrealizing specified communication graphs","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Pairwise comparison; Hash function; Key (lock); Scheme (mathematics); Cryptography; Theoretical computer science; Graph; Computer network; Distributed computing; Computer security; Mathematics","score_opus":0.31568345853721974,"score_gpt":0.5040604500076005,"score_spread":0.18837699147038073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963924363","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0797365,0.00038298577,0.91018754,0.00086988293,0.000058465477,0.00031130348,0.00026821994,0.0006622932,0.007522805],"genre_scores_gemma":[0.63027555,0.0005018476,0.36180866,0.00020798048,0.000050552753,0.0004230523,0.0004255469,0.00025481475,0.006052061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974976,0.00086307275,0.00014830145,0.00044598297,0.0006212121,0.00042384138],"domain_scores_gemma":[0.99173343,0.004719722,0.0008146607,0.0020237775,0.00040011623,0.0003082687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029479028,0.00091412145,0.0010640859,0.00089453894,0.0014031642,0.001973469,0.0026623518,0.0015725453,0.0043381206],"category_scores_gemma":[0.008299318,0.0009418753,0.001252792,0.0013886013,0.0025317194,0.005566297,0.004692015,0.0025049115,0.0009726885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000624218,0.00022334173,0.0010513563,0.00046132263,0.00008244877,0.00023224317,0.0008610291,0.23295115,0.015493033,0.6750061,0.0053172354,0.067696504],"study_design_scores_gemma":[0.0001645966,0.00016093008,0.00032208965,0.00007210628,0.000064241125,0.00024593598,0.0002229996,0.58907145,0.012972374,0.3901419,0.006483615,0.00007781142],"about_ca_topic_score_codex":0.0006496407,"about_ca_topic_score_gemma":0.0009428235,"teacher_disagreement_score":0.0043381206,"about_ca_system_score_codex":0.00373085,"about_ca_system_score_gemma":0.0020099021,"threshold_uncertainty_score":0.02706933},"labels":[],"label_agreement":null},{"id":"W2964635037","doi":"10.1109/iceiec.2019.8784515","title":"Secure and Efficient Key Management Protocol for Emergency Communications","year":2019,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rekeying; Handshake; Computer science; Computer network; Unicast; Key management; Key (lock); Computer security; Forward secrecy; Wireless mesh network; Protocol (science); Cryptographic protocol; Cryptography; Wireless network; Wireless; Public-key cryptography; Encryption; Telecommunications; Multicast","score_opus":0.022414525898534477,"score_gpt":0.3075595123305375,"score_spread":0.28514498643200303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964635037","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02089998,0.0071104453,0.94452286,0.0019492675,0.0013717368,0.00071589317,0.00032904104,0.001417328,0.021683438],"genre_scores_gemma":[0.6998638,0.008200191,0.25476527,0.0011924723,0.0007987402,0.002021685,0.0017546955,0.00015360065,0.031249562],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992822,0.0001538293,0.000078487144,0.000085289095,0.00032427412,0.00007595021],"domain_scores_gemma":[0.999493,0.00009303991,0.00008686609,0.00010752074,0.00018922595,0.000030393981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006418353,0.00048786058,0.00042529937,0.0005481497,0.0008193916,0.0008972261,0.00068278133,0.00065277173,0.0026678422],"category_scores_gemma":[0.0014128819,0.00020922774,0.00026859064,0.0006885946,0.00066245213,0.0022990708,0.0015556677,0.0012430252,0.0014987206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004767627,0.00023244889,0.00086460536,0.001363966,0.00015291531,0.0012030853,0.000571656,0.027928809,0.15826789,0.3600137,0.04972528,0.39919883],"study_design_scores_gemma":[0.00033162234,0.0010429329,0.0013728837,0.000365458,0.00023914943,0.0026048343,0.00038961056,0.2872038,0.088531114,0.12434895,0.49334016,0.00022943375],"about_ca_topic_score_codex":0.00024856356,"about_ca_topic_score_gemma":0.00028745885,"teacher_disagreement_score":0.0026678422,"about_ca_system_score_codex":0.00042846752,"about_ca_system_score_gemma":0.0012231312,"threshold_uncertainty_score":0.008924842},"labels":[],"label_agreement":null},{"id":"W2974970729","doi":"10.18280/jesa.520305","title":"Secure Data Transmission with Effective Routing Method Using Group Key Management Techniques-A Survey","year":2019,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Key management; Computer science; Transmission (telecommunications); Data transmission; Routing (electronic design automation); Computer network; Group (periodic table); Computer security; Telecommunications; Encryption; Chemistry","score_opus":0.02751556776023593,"score_gpt":0.29237047295863733,"score_spread":0.2648549051984014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974970729","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019641642,0.46758336,0.44691885,0.0017356034,0.0016155241,0.00058561674,0.00030816149,0.001153293,0.060457885],"genre_scores_gemma":[0.18535241,0.5830179,0.20289816,0.0007514439,0.0019022486,0.0005998929,0.0010986018,0.00021212375,0.024167327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987262,0.00021579025,0.00013447917,0.00019743136,0.0006515549,0.00007438624],"domain_scores_gemma":[0.99927264,0.00029521386,0.00008351184,0.00011983975,0.00020699918,0.000021769645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007072941,0.00066379824,0.00078747986,0.0024003328,0.0005620913,0.0016180244,0.0011222895,0.00087471894,0.003052546],"category_scores_gemma":[0.0013209148,0.0003522273,0.00069375685,0.0026379996,0.0006211874,0.0034324538,0.00074378296,0.0008408233,0.002023687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000799852,0.00012354796,0.0011199133,0.003047566,0.00006686724,0.00022173236,0.00018566352,0.0034502405,0.009733846,0.022185458,0.009154211,0.95063096],"study_design_scores_gemma":[0.000054476277,0.0008472054,0.0031948523,0.0015133397,0.00021370614,0.00550176,0.00058428384,0.03278178,0.03287287,0.02866789,0.8935691,0.00019880962],"about_ca_topic_score_codex":0.00046762367,"about_ca_topic_score_gemma":0.00029405975,"teacher_disagreement_score":0.003052546,"about_ca_system_score_codex":0.00041545733,"about_ca_system_score_gemma":0.00065525377,"threshold_uncertainty_score":0.010211766},"labels":[],"label_agreement":null},{"id":"W2997320813","doi":"10.18280/mmep.060405","title":"Decentralized Key Management Scheme Using Alternating Multilinear Forms for Cloud Data Sharing with Dynamic Multiprivileged Groups","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multilinear map; Key (lock); Scheme (mathematics); Cloud computing; Computer science; Data sharing; Key management; Distributed computing; Mathematics; Algorithm; Computer security; Pure mathematics; Operating system; Cryptography","score_opus":0.04149763322610885,"score_gpt":0.25504340608548026,"score_spread":0.2135457728593714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997320813","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044082735,0.00022966853,0.9508732,0.0004038827,0.0000920439,0.00023192237,0.000068435926,0.00033206222,0.0036860334],"genre_scores_gemma":[0.88499784,0.00015994076,0.108918734,0.00014294127,0.00009476682,0.00029991296,0.00012384004,0.000024544392,0.0052375053],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99725276,0.00095315726,0.00021332075,0.0005465134,0.000721039,0.00031329723],"domain_scores_gemma":[0.9984206,0.0003204206,0.0003477118,0.00040741745,0.00038515357,0.00011876476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011092736,0.00045668642,0.00069756556,0.0005259269,0.0013479765,0.001268988,0.001290903,0.0006802645,0.0021648111],"category_scores_gemma":[0.0029151733,0.000224795,0.0005664177,0.0008605571,0.0008103638,0.0033114688,0.0025991611,0.000877945,0.0005580271],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018256797,0.00046273644,0.002292297,0.00042711885,0.00017680865,0.0007071439,0.0022065458,0.23813538,0.06955305,0.30402038,0.009474949,0.3707179],"study_design_scores_gemma":[0.0002469806,0.00059498416,0.00046336325,0.000028593708,0.000051746207,0.0005686592,0.00022731384,0.8991326,0.01460002,0.0708371,0.013144485,0.00010407137],"about_ca_topic_score_codex":0.00077102426,"about_ca_topic_score_gemma":0.00078587857,"teacher_disagreement_score":0.0021648111,"about_ca_system_score_codex":0.000962677,"about_ca_system_score_gemma":0.0012909116,"threshold_uncertainty_score":0.007242024},"labels":[],"label_agreement":null},{"id":"W3010183800","doi":"10.3390/electronics9030415","title":"Reputation Management Using Honeypots for Intrusion Detection in the Internet of Things","year":2020,"lang":"en","type":"article","venue":"Electronics","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northwestern Polytechnic","funders":"","keywords":"Honeypot; Computer science; Intrusion detection system; Firewall (physics); Computer security; Computer network; Network security; The Internet; Energy consumption; World Wide Web; Engineering; Entropy (arrow of time)","score_opus":0.01831557202361816,"score_gpt":0.24656898026202642,"score_spread":0.22825340823840826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010183800","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3408585,0.0020419955,0.64206535,0.0009871616,0.00062690984,0.00034949105,0.000087626766,0.003388603,0.00959446],"genre_scores_gemma":[0.97376174,0.00013015913,0.02517231,0.0000631943,0.000037613165,0.00004708641,0.000032053296,0.000025355568,0.00073033094],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885213,0.00046644363,0.00009598594,0.00020861307,0.0002402466,0.00013651737],"domain_scores_gemma":[0.99791354,0.0007230942,0.0003525919,0.00042476383,0.00039994685,0.00018608819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013813877,0.0004211873,0.000727489,0.0005929989,0.00066985807,0.0011838158,0.0008714749,0.00064361416,0.0006548015],"category_scores_gemma":[0.0036238644,0.00022707756,0.0004859505,0.0003082596,0.00051006925,0.002075717,0.00088258914,0.00065978715,0.00018112306],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013212255,0.0011825045,0.019635832,0.000654966,0.0007895747,0.0019450877,0.00094503636,0.27932706,0.15856306,0.044112504,0.011991024,0.47953206],"study_design_scores_gemma":[0.00006027902,0.00061530713,0.004937005,0.000031574662,0.00012244144,0.0006546775,0.00013519108,0.95498574,0.023419585,0.009815421,0.0051424345,0.000080461876],"about_ca_topic_score_codex":0.0003894054,"about_ca_topic_score_gemma":0.00053841475,"teacher_disagreement_score":0.0013813877,"about_ca_system_score_codex":0.00041169068,"about_ca_system_score_gemma":0.0003002122,"threshold_uncertainty_score":0.0073055625},"labels":[],"label_agreement":null},{"id":"W3011459442","doi":"10.1109/gcwkshps45667.2019.9024635","title":"HTM: Hierarchical Trust Management for Software-Defined WSNs","year":2019,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Denial-of-service attack; Network packet; Computer network; Node (physics); Trust management (information system); Computer security; Reputation; Packet forwarding; Wireless sensor network; Scheme (mathematics); The Internet; Operating system; Engineering","score_opus":0.010516977988200518,"score_gpt":0.23131263629889,"score_spread":0.22079565831068948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011459442","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046850584,0.00036808304,0.9456145,0.00041720035,0.00010724763,0.00038595617,0.00014420753,0.003266074,0.0028461162],"genre_scores_gemma":[0.86244816,0.000145381,0.13505556,0.000096550546,0.00005468711,0.00017464596,0.00019846304,0.00004736166,0.0017791511],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988129,0.00031351636,0.0001334394,0.00019121969,0.00039008775,0.00015887887],"domain_scores_gemma":[0.9986933,0.00022348308,0.0003389918,0.00035008293,0.00021371017,0.0001804735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018552806,0.00038612084,0.00042962702,0.0005540557,0.0008492157,0.0008616118,0.001483897,0.00065014634,0.0010539985],"category_scores_gemma":[0.0037057297,0.0002093263,0.000469886,0.00044540796,0.00060529,0.0017979718,0.0020060607,0.0007056557,0.00029060047],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057352666,0.00031712442,0.010950689,0.0006241534,0.00026497038,0.0012529823,0.0013314219,0.28775197,0.056650385,0.1083424,0.015014613,0.5169258],"study_design_scores_gemma":[0.000056400757,0.00025314675,0.0016395339,0.000023896118,0.000051796636,0.00031282683,0.00011414648,0.9616042,0.011042822,0.015917923,0.008936672,0.00004668533],"about_ca_topic_score_codex":0.0034199418,"about_ca_topic_score_gemma":0.0031163474,"teacher_disagreement_score":0.0034199418,"about_ca_system_score_codex":0.0010807764,"about_ca_system_score_gemma":0.0014078458,"threshold_uncertainty_score":0.009811819},"labels":[],"label_agreement":null},{"id":"W3013579342","doi":"10.1109/access.2020.2983091","title":"A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks","year":2020,"lang":"en","type":"review","venue":"IEEE Access","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"University of Northern British Columbia","keywords":"Computer science; Adversary; Node (physics); Wireless sensor network; clone (Java method); Computer network; Replication (statistics); Software deployment; Sensor node; Distributed computing; Wireless; Key distribution in wireless sensor networks; Computer security; Wireless network; Engineering; Operating system","score_opus":0.043006576121500904,"score_gpt":0.33284214867144607,"score_spread":0.2898355725499452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013579342","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018671199,0.99846387,0.00039958546,0.00022564911,0.000119846496,0.00003575675,0.00005054397,0.000007136742,0.0005109826],"genre_scores_gemma":[0.0009788614,0.9980307,0.00056272984,0.00014805574,0.00005827037,0.000036191763,0.00005111885,0.0000018318204,0.00013224279],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9988111,0.0002850565,0.00031025978,0.0001539151,0.00038888506,0.00005077092],"domain_scores_gemma":[0.9937735,0.0043255715,0.0007308868,0.0001268769,0.00093437335,0.000108764965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021105323,0.0010566134,0.0019156575,0.0077021345,0.00050374353,0.001362232,0.0013710363,0.0012821913,0.0034993675],"category_scores_gemma":[0.008788218,0.000587145,0.0017306347,0.0068022856,0.00065048505,0.0023133052,0.00089519547,0.00091880135,0.00072715286],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009509418,0.000059121056,0.00065832044,0.31751472,0.00052008743,0.00025158277,0.00025846445,0.0006238609,0.0009140145,0.003669034,0.018638646,0.65679705],"study_design_scores_gemma":[0.000049939747,0.00039762937,0.0034128777,0.27335113,0.0041571,0.0022333735,0.000407539,0.0005149104,0.0011231981,0.003901141,0.7103579,0.00009310444],"about_ca_topic_score_codex":0.0030852463,"about_ca_topic_score_gemma":0.0067520724,"teacher_disagreement_score":0.0077021345,"about_ca_system_score_codex":0.0010632748,"about_ca_system_score_gemma":0.0056945267,"threshold_uncertainty_score":0.011706531},"labels":[],"label_agreement":null},{"id":"W3028706764","doi":"","title":"A New Message Recognition Protocol for Ad Hoc Pervasive Networks.","year":2008,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Protocol (science); Wireless ad hoc network; Hash function; Computer network; Flexibility (engineering); Ad hoc wireless distribution service; Mobile ad hoc network; Optimized Link State Routing Protocol; Vehicular ad hoc network; Distributed computing; Computer security; Routing protocol; Wireless; Network packet","score_opus":0.04686374443717315,"score_gpt":0.3052104172226314,"score_spread":0.25834667278545825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028706764","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007203642,0.0013058897,0.978635,0.0010168678,0.0012794607,0.0006512504,0.0001294042,0.0018951918,0.007883216],"genre_scores_gemma":[0.22446598,0.0019379999,0.73716515,0.001487768,0.00065909274,0.00211988,0.0008204943,0.000367679,0.030975921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99746037,0.0006126995,0.000268677,0.00037161182,0.0010915938,0.0001950386],"domain_scores_gemma":[0.99813086,0.00052305096,0.00023746885,0.00054882164,0.00033296607,0.00022681186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019570533,0.0007174309,0.000831531,0.0008773629,0.0008931243,0.0016020545,0.0018714045,0.0016015559,0.0035198862],"category_scores_gemma":[0.0030419247,0.00046773694,0.0006528585,0.00070116203,0.0014086659,0.0048934678,0.0039423364,0.003806056,0.0016879106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061882456,0.00033238492,0.00074920885,0.0014168832,0.00014212015,0.0026109167,0.000914683,0.013539982,0.10213129,0.4889712,0.026656665,0.36191586],"study_design_scores_gemma":[0.000492135,0.00089970214,0.0009763092,0.00026694982,0.00027606482,0.0073152003,0.00035468425,0.2862901,0.08310122,0.2212369,0.398421,0.00036973454],"about_ca_topic_score_codex":0.00039194894,"about_ca_topic_score_gemma":0.0004694029,"teacher_disagreement_score":0.0035198862,"about_ca_system_score_codex":0.0007201061,"about_ca_system_score_gemma":0.0011740363,"threshold_uncertainty_score":0.011775196},"labels":[],"label_agreement":null},{"id":"W3029492990","doi":"","title":"Key Predistribution for Homogeneous Wireless Sensor Networks with Group Deployment of Nodes.","year":2008,"lang":"en","type":"preprint","venue":"BIROn (Birkbeck, University of London)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Software deployment; Resilience (materials science); Computer science; Flexibility (engineering); Wireless sensor network; Key (lock); Limiting; Scheme (mathematics); Computer network; Distributed computing; Homogeneous; Computer security; Mathematics; Engineering","score_opus":0.012587711888745233,"score_gpt":0.18981169645487656,"score_spread":0.1772239845661313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029492990","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034607742,0.0010387027,0.96014804,0.0002910735,0.00011654899,0.00014049646,0.000046720917,0.0002719437,0.0033388024],"genre_scores_gemma":[0.84782416,0.0013224549,0.14639048,0.00021245678,0.00010709836,0.00019418882,0.000071154675,0.000029536348,0.00384853],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993617,0.00024974567,0.000044383374,0.00013373775,0.00013301984,0.000077351004],"domain_scores_gemma":[0.9983076,0.00069301453,0.00032061295,0.0005149293,0.00010498252,0.000058933907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008638346,0.0006284521,0.00045877165,0.00042249056,0.00056000496,0.00061878003,0.00087428774,0.0006079824,0.0025168518],"category_scores_gemma":[0.003107884,0.00022875583,0.00041090552,0.0005599724,0.0012876244,0.0018355971,0.0016557423,0.0009128668,0.0005580314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009606555,0.00013092771,0.0011734142,0.0017682727,0.00022311392,0.001119684,0.0010443068,0.11590997,0.23273818,0.31028765,0.00471032,0.32993343],"study_design_scores_gemma":[0.00020473661,0.0024254725,0.0015125073,0.0002846186,0.00027766667,0.0033006154,0.0006673002,0.49130797,0.18538125,0.27138203,0.0431057,0.00015014748],"about_ca_topic_score_codex":0.00011649468,"about_ca_topic_score_gemma":0.00019003461,"teacher_disagreement_score":0.0025168518,"about_ca_system_score_codex":0.00042689568,"about_ca_system_score_gemma":0.0003848306,"threshold_uncertainty_score":0.008419752},"labels":[],"label_agreement":null},{"id":"W3031028809","doi":"","title":"Three Improved Algorithms for Multi-path Key Establishment in Sensor Networks Using Protocols for Secure Message Transmission.","year":2009,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Key (lock); Path (computing); Protocol (science); Adversary; Computer network; Simple (philosophy); Transmission (telecommunications); Scheme (mathematics); Distributed computing; Adversary model; Algorithm; Computer security; Telecommunications; Mathematics","score_opus":0.05999894787886826,"score_gpt":0.3368731218499851,"score_spread":0.2768741739711168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031028809","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030491606,0.00032259655,0.9942614,0.00020397335,0.00011011462,0.00016583549,0.000033655808,0.0004863492,0.0013669566],"genre_scores_gemma":[0.1000797,0.0005887772,0.8930273,0.00023748487,0.0001387232,0.00043284122,0.00024255857,0.00016223306,0.0050904946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969631,0.000671652,0.00024155616,0.00042636358,0.0014505482,0.00024680505],"domain_scores_gemma":[0.9962955,0.00091906835,0.0003845611,0.0017776855,0.0005071798,0.000116018855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026359917,0.0010128828,0.0010177579,0.0011473901,0.00086494273,0.0014899295,0.0042526806,0.0022276063,0.0038233537],"category_scores_gemma":[0.00737962,0.0006142363,0.0016677657,0.0009796984,0.0014131503,0.006580735,0.0032789258,0.0041696327,0.0015541406],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007690345,0.00035810712,0.00088379945,0.0010372772,0.00024904625,0.00030220705,0.000660959,0.08127775,0.03698813,0.46585426,0.009934375,0.401685],"study_design_scores_gemma":[0.00029493708,0.000714097,0.00086380664,0.00014872433,0.00022090398,0.0014204569,0.00013808982,0.72418207,0.04904081,0.14326757,0.07946794,0.00024051363],"about_ca_topic_score_codex":0.0005625868,"about_ca_topic_score_gemma":0.0007329118,"teacher_disagreement_score":0.0042526806,"about_ca_system_score_codex":0.0015444314,"about_ca_system_score_gemma":0.0014492873,"threshold_uncertainty_score":0.013940573},"labels":[],"label_agreement":null},{"id":"W3034976616","doi":"10.1109/jiot.2020.3002221","title":"Lightweight Broadcast Authentication Protocol for Edge-Based Applications","year":2020,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Hash function; Hash-based message authentication code; Authentication protocol; Hash chain; Cryptographic hash function; Session key; Forward secrecy; Authentication (law); Message authentication code; Cryptographic protocol; Cryptography; Encryption; Distributed computing; Computer security; Public-key cryptography","score_opus":0.036906220206361376,"score_gpt":0.30005133375860105,"score_spread":0.2631451135522397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034976616","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020026846,0.0006137909,0.9654884,0.000563324,0.0002682574,0.00039236565,0.00011729451,0.0017438813,0.010785946],"genre_scores_gemma":[0.77772874,0.0009858804,0.20112672,0.00057126896,0.0002959709,0.00095079467,0.0005530873,0.00022327126,0.01756427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984426,0.00040771384,0.00013941944,0.0001511539,0.00062929216,0.00022991774],"domain_scores_gemma":[0.99780256,0.00065402756,0.00026856063,0.0006026564,0.0005462312,0.00012595361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013604752,0.00055676274,0.0006079374,0.00076112524,0.0013298874,0.0015466529,0.0012623209,0.001273713,0.0040765908],"category_scores_gemma":[0.002761294,0.0003907137,0.00051878736,0.000675395,0.00103493,0.003489551,0.0033700045,0.0020280173,0.0017040467],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012437159,0.00031926922,0.0015190807,0.0010069613,0.00012091414,0.0017320822,0.0012187185,0.04276553,0.15122674,0.60559946,0.01973234,0.17351529],"study_design_scores_gemma":[0.00021759994,0.00071511045,0.0011434035,0.00025975128,0.00018464448,0.0013349358,0.0003889049,0.64615,0.08864391,0.14982043,0.110945344,0.00019599672],"about_ca_topic_score_codex":0.0007221465,"about_ca_topic_score_gemma":0.0006539863,"teacher_disagreement_score":0.0040765908,"about_ca_system_score_codex":0.00092294137,"about_ca_system_score_gemma":0.0013763156,"threshold_uncertainty_score":0.013637602},"labels":[],"label_agreement":null},{"id":"W3045632086","doi":"10.1109/iwcmc48107.2020.9148362","title":"A Decentralized Hierarchical Key Management Scheme for Grid-Organized Wireless Sensor Networks (DHKM)","year":2020,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Key management; Computer science; Computer network; Wireless sensor network; Exploit; Overhead (engineering); Cryptography; Distributed computing; Key (lock); Computer security; Trust management (information system); Scheme (mathematics); Cryptographic protocol","score_opus":0.019317274879638868,"score_gpt":0.23764077350889973,"score_spread":0.21832349862926087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045632086","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07923328,0.0013029096,0.9107056,0.00063700567,0.00031072058,0.0005578258,0.00027081146,0.0011445864,0.0058372784],"genre_scores_gemma":[0.84140325,0.00042523624,0.1533801,0.00018913957,0.000073211275,0.00029170953,0.0003855357,0.000025922463,0.0038258163],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995154,0.00013065322,0.000048852045,0.00008642951,0.00015919544,0.000059514176],"domain_scores_gemma":[0.99945873,0.00008196325,0.000104183964,0.00018860889,0.00011128095,0.000055323293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052562315,0.0002621591,0.00048067028,0.00041736112,0.0007569091,0.0004610364,0.0010294111,0.00047823758,0.0010577409],"category_scores_gemma":[0.0010243229,0.00014660746,0.00029900082,0.000587499,0.00046740912,0.0014140764,0.0015776084,0.0005103771,0.0003700797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011262983,0.00040399353,0.0023425207,0.00091429276,0.00018599039,0.00094690366,0.00096946704,0.09221643,0.24654412,0.12354222,0.013955557,0.5168522],"study_design_scores_gemma":[0.0007346452,0.0018677437,0.0043387637,0.00008423588,0.0001815614,0.0031988898,0.0005616076,0.77384835,0.086590104,0.056575492,0.07174031,0.0002782809],"about_ca_topic_score_codex":0.000565557,"about_ca_topic_score_gemma":0.00071114325,"teacher_disagreement_score":0.0010577409,"about_ca_system_score_codex":0.0005459881,"about_ca_system_score_gemma":0.0008312446,"threshold_uncertainty_score":0.0039615035},"labels":[],"label_agreement":null},{"id":"W30478399","doi":"","title":"Proceedings of the 3rd ACM workshop on QoS and security for wireless and mobile networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Viewpoints; Presentation (obstetrics); Session (web analytics); Quality of service; Wireless network; Wireless; Telecommunications; World Wide Web","score_opus":0.012423632734797631,"score_gpt":0.25113003453952454,"score_spread":0.2387064018047269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30478399","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011795844,0.12787901,0.29169595,0.06151876,0.1910499,0.0017852081,0.0033291685,0.0052331034,0.30571318],"genre_scores_gemma":[0.053050347,0.09776869,0.108799584,0.008618457,0.037768822,0.0012598576,0.008971542,0.00238984,0.6813728],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742377,0.000787623,0.0001812848,0.0003465619,0.0009717771,0.0002889327],"domain_scores_gemma":[0.99632096,0.001028627,0.00013058126,0.00044144288,0.001272307,0.0008062164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00437584,0.0018187826,0.0016608071,0.0011211557,0.0012806004,0.0055404454,0.0026245806,0.0023797273,0.049874872],"category_scores_gemma":[0.0061203525,0.00065588445,0.00127624,0.0010948938,0.0011749314,0.005836994,0.0024896127,0.0055317744,0.023584405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022524827,0.00013732706,0.0003860477,0.00046006154,0.00006837246,0.00026923025,0.00037042575,0.001209491,0.0028387583,0.011809664,0.8080885,0.174137],"study_design_scores_gemma":[0.000024519699,0.00007149907,0.00051131914,0.00025105727,0.00003043191,0.00025866381,0.00022672917,0.0034337314,0.00072971074,0.0061204885,0.98831,0.00003198057],"about_ca_topic_score_codex":0.0042641936,"about_ca_topic_score_gemma":0.0066786543,"teacher_disagreement_score":0.049874872,"about_ca_system_score_codex":0.0014918069,"about_ca_system_score_gemma":0.0028678486,"threshold_uncertainty_score":0.16684806},"labels":[],"label_agreement":null},{"id":"W3081218576","doi":"10.1109/jsyst.2020.3015424","title":"A Secure and Lightweight Protocol for Message Authentication in Wireless Sensor Networks","year":2020,"lang":"en","type":"article","venue":"IEEE Systems Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer network; Authentication (law); Message authentication code; Wireless sensor network; Overhead (engineering); Authentication protocol; Key distribution in wireless sensor networks; Node (physics); Wireless; Wireless network; Computer security; Cryptography; Engineering","score_opus":0.029606788200823613,"score_gpt":0.2788258283006992,"score_spread":0.24921904009987558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081218576","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008439033,0.0010100936,0.98440266,0.0007502854,0.0004713232,0.0006384326,0.00009693413,0.0012864209,0.00290482],"genre_scores_gemma":[0.4281219,0.0022316438,0.54883236,0.00092319417,0.0006766353,0.002528357,0.00068757794,0.00026450586,0.015733879],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99507767,0.0013064594,0.0005512186,0.0004972826,0.002295496,0.00027187838],"domain_scores_gemma":[0.9967073,0.00089131953,0.0006476534,0.0009292587,0.00062192214,0.00020256625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030666399,0.001034077,0.0011749145,0.0012141677,0.0026673754,0.0021802576,0.0020341915,0.0023791601,0.00200936],"category_scores_gemma":[0.0056693787,0.00077968586,0.0010587813,0.0014798202,0.0024961804,0.005600718,0.0045271935,0.0036877985,0.0015526201],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062085537,0.00038308272,0.0010669243,0.0013390387,0.00020936043,0.0024286965,0.00165045,0.02942382,0.09727512,0.64161915,0.015508727,0.20847483],"study_design_scores_gemma":[0.00035893588,0.0016904968,0.00095941505,0.00042277738,0.00031558026,0.0042401194,0.00039422896,0.50634086,0.07997942,0.24017818,0.1646903,0.0004297285],"about_ca_topic_score_codex":0.00045692877,"about_ca_topic_score_gemma":0.0005437085,"teacher_disagreement_score":0.0030666399,"about_ca_system_score_codex":0.0011633991,"about_ca_system_score_gemma":0.0028303917,"threshold_uncertainty_score":0.016218185},"labels":[],"label_agreement":null},{"id":"W3091567099","doi":"10.1109/jiot.2020.3027536","title":"Intelligent Trust-Based Public-Key Management for IoT by Linking Edge Devices in a Fog Architecture","year":2020,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Cloud computing; Server; Computer network; Revocation list; Authentication (law); Computer security; Edge computing; Key management; Key (lock); Public-key cryptography; Public key infrastructure; Encryption; Operating system","score_opus":0.026321085525181396,"score_gpt":0.2542918960942247,"score_spread":0.2279708105690433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091567099","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09896223,0.00079804985,0.89101875,0.00036592636,0.00015497209,0.00016168118,0.00005769463,0.0011276659,0.0073531335],"genre_scores_gemma":[0.95035946,0.00021874893,0.047906633,0.00009718133,0.000020255631,0.000039776856,0.000060314043,0.000021971915,0.0012757201],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99951303,0.000077393415,0.00004592927,0.00010479721,0.00013907174,0.000119911805],"domain_scores_gemma":[0.9996018,0.00004795281,0.00007073569,0.00014495403,0.00008600709,0.000048511218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005041127,0.00037324653,0.0004223587,0.00036009896,0.00089583744,0.0012984254,0.0013608788,0.00062821223,0.00066865166],"category_scores_gemma":[0.00076849246,0.0002207665,0.0005111205,0.00041646714,0.00076270953,0.0032080363,0.0021044712,0.0007097874,0.00030861422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015707382,0.0006541484,0.006699099,0.0005047997,0.00040957407,0.0023768009,0.0023314185,0.2501929,0.15253726,0.21097742,0.011781917,0.35996395],"study_design_scores_gemma":[0.00005543996,0.00027177655,0.0015001979,0.000035772955,0.000115503826,0.0005049457,0.00028903494,0.91360086,0.018885612,0.050547775,0.014127324,0.00006586032],"about_ca_topic_score_codex":0.0022035828,"about_ca_topic_score_gemma":0.002412734,"teacher_disagreement_score":0.0022035828,"about_ca_system_score_codex":0.0008377958,"about_ca_system_score_gemma":0.00085542415,"threshold_uncertainty_score":0.00607872},"labels":[],"label_agreement":null},{"id":"W3096717384","doi":"10.1145/3411498.3419968","title":"MAC-Layer Spoofing Detection and Prevention in IoT Systems","year":2020,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Spoofing attack; Computer science; Layer (electronics); Internet of Things; Computer security; Computer network; Application layer; Operating system","score_opus":0.029824356263331603,"score_gpt":0.241589715247985,"score_spread":0.2117653589846534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096717384","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19258599,0.001507567,0.80139893,0.00021427264,0.00007079965,0.00012639049,0.00003679499,0.00080243475,0.0032567992],"genre_scores_gemma":[0.94631165,0.00031158535,0.05289291,0.00005582684,0.000015731732,0.000024092138,0.000017971772,0.000011926563,0.0003584453],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99876803,0.00034700215,0.000076474185,0.00018541265,0.000470427,0.00015264812],"domain_scores_gemma":[0.9978951,0.0008775833,0.00045290432,0.00045270007,0.0002515547,0.00007008283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012130713,0.0004432719,0.000621516,0.000743659,0.00037089366,0.0007444935,0.00055703474,0.00071582844,0.0005434862],"category_scores_gemma":[0.0042961882,0.00022377902,0.00035685938,0.000508399,0.00058274646,0.0012713894,0.00082631863,0.00056326983,0.00018904948],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001011598,0.00037635482,0.012621281,0.00063297304,0.00021720788,0.00050319923,0.00024795716,0.40823433,0.2618813,0.027010946,0.001446549,0.28581625],"study_design_scores_gemma":[0.0000224486,0.00053198606,0.0030317046,0.000043536966,0.00006504216,0.00053600204,0.000052105435,0.9109173,0.08031258,0.0027717769,0.0016848184,0.000030770567],"about_ca_topic_score_codex":0.00042403268,"about_ca_topic_score_gemma":0.0002646405,"teacher_disagreement_score":0.0012130713,"about_ca_system_score_codex":0.00044908613,"about_ca_system_score_gemma":0.000514029,"threshold_uncertainty_score":0.0064154267},"labels":[],"label_agreement":null},{"id":"W3133156249","doi":"10.1109/jiot.2021.3109109","title":"Securing RPL Using Network Coding: The Chained Secure Mode (CSM)","year":2021,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Replay attack; Computer network; Routing protocol; Network packet; Computer security; Resilience (materials science)","score_opus":0.024445220101093502,"score_gpt":0.2670444865286886,"score_spread":0.2425992664275951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133156249","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10241135,0.0010908126,0.887677,0.00045794112,0.00023365165,0.00023928999,0.000078515215,0.0023087086,0.0055026775],"genre_scores_gemma":[0.9233057,0.0004918666,0.07395229,0.00022334291,0.00007050937,0.00018462632,0.00008669616,0.00006557865,0.0016193741],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99870443,0.00025007583,0.00008823054,0.00019673766,0.00061025785,0.00015022395],"domain_scores_gemma":[0.9972324,0.00071116985,0.0005517693,0.0006149664,0.00081717724,0.00007260645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013457977,0.0006826518,0.00043532773,0.00089649414,0.0006529724,0.0009227106,0.0007436409,0.00071094773,0.000725297],"category_scores_gemma":[0.0034635947,0.00016720765,0.00030215507,0.0005713149,0.0013173787,0.0021017543,0.0013024991,0.000982591,0.00026854684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010597375,0.0001999617,0.0055686133,0.000619583,0.00010310797,0.0012180114,0.0010821313,0.08721083,0.2856707,0.11880377,0.006331359,0.49213222],"study_design_scores_gemma":[0.00007689101,0.00097198196,0.001423569,0.00013244929,0.00007642292,0.0016188619,0.00017838783,0.783616,0.16810551,0.022944203,0.020687796,0.00016783382],"about_ca_topic_score_codex":0.0013922931,"about_ca_topic_score_gemma":0.0009256516,"teacher_disagreement_score":0.0013922931,"about_ca_system_score_codex":0.00065463735,"about_ca_system_score_gemma":0.0010370229,"threshold_uncertainty_score":0.007117331},"labels":[],"label_agreement":null},{"id":"W3143233897","doi":"","title":"A Survey on Security in Wireless Sensor Networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Wireless sensor network; Computer science; Key distribution in wireless sensor networks; Computer security; Wireless; Wireless network; Computer network; Telecommunications","score_opus":0.026623474908994724,"score_gpt":0.24352035092496224,"score_spread":0.21689687601596752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143233897","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031091038,0.89583844,0.05869663,0.0053130905,0.0025301771,0.00013013714,0.00019883439,0.00019882945,0.033984818],"genre_scores_gemma":[0.024678217,0.94359356,0.020316416,0.0014966895,0.0035625244,0.00017339522,0.0003581437,0.00004804874,0.005773002],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980178,0.0005054378,0.00023632686,0.00019193313,0.0009061719,0.00014230405],"domain_scores_gemma":[0.996684,0.002271659,0.0001594485,0.00017354565,0.000611481,0.00009979564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016503951,0.0014657576,0.0015758489,0.0033713595,0.0010509293,0.0024185127,0.0014069418,0.0021441744,0.004543402],"category_scores_gemma":[0.004070267,0.00061613065,0.0006630218,0.008220327,0.001262975,0.0060303803,0.0012487146,0.0020166584,0.0019227993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010810809,0.000113814815,0.0018655753,0.0063942405,0.00008149018,0.0005250201,0.00044179728,0.009189363,0.0016783525,0.13545683,0.076459914,0.76768553],"study_design_scores_gemma":[0.000024057279,0.00021883889,0.0017151007,0.0033103158,0.00008636928,0.002279813,0.00036944458,0.012241245,0.0009070378,0.11634473,0.8624304,0.00007268564],"about_ca_topic_score_codex":0.0009927257,"about_ca_topic_score_gemma":0.00090467086,"teacher_disagreement_score":0.004543402,"about_ca_system_score_codex":0.00095601694,"about_ca_system_score_gemma":0.0013770027,"threshold_uncertainty_score":0.015199184},"labels":[],"label_agreement":null},{"id":"W3164183106","doi":"","title":"SoK: Game-based Security Models for Group Key Exchange.","year":2021,"lang":"en","type":"preprint","venue":"IACR Cryptology ePrint Archive","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Key (lock); Computer science; Compromise; Task (project management); Computer security; Group (periodic table); Computer security model; State (computer science); Algorithm; Law; Economics; Management; Political science","score_opus":0.02590049783558569,"score_gpt":0.26289431689257436,"score_spread":0.23699381905698869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164183106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059140236,0.0009633611,0.95285225,0.0025926325,0.0003476677,0.00022361519,0.0007498737,0.0005707094,0.03578583],"genre_scores_gemma":[0.60117805,0.0043025673,0.33994922,0.0025590993,0.0007105736,0.001968548,0.0021954866,0.0006262557,0.046510268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996933,0.0014711071,0.00018807001,0.00035350485,0.0007122275,0.00034219795],"domain_scores_gemma":[0.9971403,0.0016292494,0.00033851474,0.00040801958,0.00023963416,0.00024431368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029076445,0.0017566844,0.0011991428,0.0013678409,0.0015282248,0.0044422364,0.002932062,0.0024369182,0.011490734],"category_scores_gemma":[0.005610042,0.00069204916,0.0020518515,0.001644473,0.0038731236,0.007852448,0.0037004594,0.004991621,0.0030182393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024689249,0.000013868261,0.00006192338,0.000061892206,0.000012261923,0.00004025494,0.000082099796,0.0091452,0.00021619465,0.98588294,0.0018959128,0.0025627564],"study_design_scores_gemma":[0.000024220799,0.000018471006,0.000033880453,0.000026159947,0.000009997771,0.000038145277,0.0000355056,0.060071073,0.00013454196,0.9292401,0.01035647,0.000011414644],"about_ca_topic_score_codex":0.0022613832,"about_ca_topic_score_gemma":0.0024490594,"teacher_disagreement_score":0.011490734,"about_ca_system_score_codex":0.0031029654,"about_ca_system_score_gemma":0.0023598527,"threshold_uncertainty_score":0.038440347},"labels":[],"label_agreement":null},{"id":"W3186661962","doi":"10.1109/lcomm.2021.3097290","title":"A Novel Distributed Multi-Agent Reinforcement Learning Algorithm Against Jamming Attacks","year":2021,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Jamming; Reinforcement learning; Convergence (economics); Interference (communication); Context (archaeology); Transmission (telecommunications); Wireless; Algorithm; Wireless network; Distributed algorithm; Computer network; Distributed computing; Artificial intelligence; Telecommunications; Channel (broadcasting)","score_opus":0.043746524920391466,"score_gpt":0.2835009846907155,"score_spread":0.23975445977032403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186661962","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017911114,0.00018962286,0.979267,0.00017350943,0.00005337216,0.00005711729,0.000010666962,0.0005196823,0.001817869],"genre_scores_gemma":[0.8669487,0.00012976961,0.12933959,0.00025255917,0.00004609131,0.00021623843,0.00004756461,0.00005558734,0.0029638442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993825,0.00017374654,0.000035244997,0.00013551644,0.00016837813,0.00010461038],"domain_scores_gemma":[0.9988129,0.0005146539,0.0001714396,0.00007458621,0.00033053887,0.00009593037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013949735,0.0008084102,0.0012117946,0.0004260344,0.0005610053,0.00073486444,0.0018735995,0.0012864113,0.0012557679],"category_scores_gemma":[0.0028818976,0.00031252136,0.0004312283,0.0003227108,0.0007879227,0.0007434683,0.0011489666,0.0011054019,0.00033404923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012561475,0.00008400761,0.0007081798,0.00004504204,0.00005693039,0.00008037802,0.00008060017,0.92130506,0.0023819492,0.004677822,0.0008794691,0.06957487],"study_design_scores_gemma":[0.00001983693,0.000031694097,0.00003328171,0.0000025596569,0.0000040665473,0.000013544059,0.0000028458605,0.99890554,0.00023347497,0.00055702194,0.00019329228,0.0000027916099],"about_ca_topic_score_codex":0.003912894,"about_ca_topic_score_gemma":0.0018875074,"teacher_disagreement_score":0.003912894,"about_ca_system_score_codex":0.0006016125,"about_ca_system_score_gemma":0.0014072373,"threshold_uncertainty_score":0.007780254},"labels":[],"label_agreement":null},{"id":"W3187729382","doi":"10.1109/jiot.2021.3102578","title":"Securing Software-Defined WSNs Communication via Trust Management","year":2021,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Huawei Technologies (Canada); University of Waterloo","funders":"","keywords":"Computer science; Trust management (information system); Computer network; Denial-of-service attack; Flooding (psychology); Computer security; Node (physics); Resilience (materials science); Wireless sensor network; Software-defined networking; Process (computing); Reliability (semiconductor); Distributed computing","score_opus":0.012027208940768879,"score_gpt":0.23444315742034838,"score_spread":0.2224159484795795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187729382","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.073848285,0.00035875378,0.9223056,0.00039402637,0.00007053564,0.00011300386,0.000017405031,0.00058743416,0.002305048],"genre_scores_gemma":[0.96486515,0.00018080938,0.034332447,0.000042217405,0.00002471912,0.00005688378,0.000020323663,0.000015604657,0.00046192037],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99801445,0.00063057436,0.00019427086,0.00024602067,0.00071748253,0.00019714846],"domain_scores_gemma":[0.9968905,0.00089587516,0.0007376637,0.00066237606,0.0006398454,0.00017386556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019819622,0.000562117,0.00048674442,0.00053199247,0.00078302494,0.0013527147,0.0010417878,0.00063071126,0.0002611027],"category_scores_gemma":[0.006464635,0.00025287076,0.0004430759,0.00040998406,0.0011232262,0.0022993248,0.0017672889,0.00087344757,0.00011010774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002476446,0.0002245903,0.010841772,0.0003612723,0.00023114945,0.0009844273,0.0015537685,0.55927193,0.056234844,0.1393393,0.0028154973,0.22789383],"study_design_scores_gemma":[0.000011411816,0.000099513934,0.0005564742,0.000018304365,0.000033221888,0.000116156996,0.00008356244,0.97574574,0.006705536,0.013888497,0.0027207932,0.00002081361],"about_ca_topic_score_codex":0.0020601577,"about_ca_topic_score_gemma":0.0013064941,"teacher_disagreement_score":0.0020601577,"about_ca_system_score_codex":0.0009351069,"about_ca_system_score_gemma":0.0014080777,"threshold_uncertainty_score":0.010481715},"labels":[],"label_agreement":null},{"id":"W384183336","doi":"","title":"On the random graph induced by a randomized predistribution scheme under full visibility (Extended version)","year":2008,"lang":"en","type":"article","venue":"Digital Repository at the University of Maryland (University of Maryland College Park)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visibility; Graph; Computer science; Scheme (mathematics); Theoretical computer science; Mathematics; Physics","score_opus":0.006337105356700672,"score_gpt":0.16016256969029485,"score_spread":0.15382546433359418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W384183336","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40578642,0.00091217615,0.54311216,0.0054159737,0.00060402846,0.0005058435,0.0027840957,0.0010939868,0.039785296],"genre_scores_gemma":[0.9183042,0.0011225932,0.06054132,0.0010124168,0.00041697168,0.00039479215,0.0014347824,0.00040835646,0.01636446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966725,0.0013195084,0.000099451696,0.0006606892,0.0006076738,0.0006400392],"domain_scores_gemma":[0.97801,0.015156672,0.002405452,0.0022065167,0.0010021058,0.0012193307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021338542,0.0012259026,0.0014093925,0.0020018828,0.001350547,0.0019823622,0.0018401553,0.0019210249,0.009371969],"category_scores_gemma":[0.014726953,0.00077128515,0.0009211241,0.0018341804,0.0028808988,0.0039725904,0.0029179049,0.0024898637,0.0008844386],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011437342,0.00014961578,0.00095724245,0.00025884865,0.00008245919,0.00039242444,0.0003096313,0.14064524,0.0053203013,0.81785446,0.011517201,0.021368776],"study_design_scores_gemma":[0.00021940429,0.00014906058,0.00078645017,0.00006841609,0.000038810493,0.00022968344,0.00007334713,0.30371174,0.0022835224,0.69043773,0.0019384689,0.00006329814],"about_ca_topic_score_codex":0.0014444978,"about_ca_topic_score_gemma":0.0021403611,"teacher_disagreement_score":0.009371969,"about_ca_system_score_codex":0.002083155,"about_ca_system_score_gemma":0.0017785659,"threshold_uncertainty_score":0.03135234},"labels":[],"label_agreement":null},{"id":"W41325125","doi":"","title":"A High Performance Contributory Group Key Management Scheme for Resource-Limited Networks.","year":2010,"lang":"en","type":"article","venue":"International Conference on Wireless Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Key (lock); Computer network; Scheme (mathematics); Resource management (computing); Distributed computing; Computer security; Mathematics","score_opus":0.016480513236480494,"score_gpt":0.24345223066800037,"score_spread":0.22697171743151986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41325125","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12539303,0.0021088454,0.85255915,0.0019111655,0.00096813403,0.00086655904,0.0004495681,0.001828164,0.013915475],"genre_scores_gemma":[0.88600945,0.0004456267,0.10148205,0.00031679156,0.0002628849,0.00047495065,0.00039626713,0.00006820793,0.010543769],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986224,0.00041123712,0.00008180256,0.0001615903,0.0004811583,0.00024182348],"domain_scores_gemma":[0.9969394,0.0009965686,0.00030131123,0.00096805044,0.0004888824,0.0003057808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019652047,0.00043522523,0.00075616007,0.000756626,0.0016012815,0.0010353477,0.001793697,0.0009309057,0.0040452215],"category_scores_gemma":[0.0058229263,0.0002111444,0.00025959892,0.00075288955,0.00082307943,0.0029856453,0.0050957967,0.0013273604,0.0011468874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054671546,0.00066548714,0.0021777968,0.000864622,0.00023094051,0.0012341337,0.0014008059,0.050630637,0.18838833,0.2901139,0.04251695,0.41630933],"study_design_scores_gemma":[0.0017615595,0.002283383,0.0021976111,0.00024118928,0.00028424058,0.00230588,0.0005144473,0.59146136,0.09369001,0.21677993,0.08818729,0.000293033],"about_ca_topic_score_codex":0.0004150708,"about_ca_topic_score_gemma":0.00082849077,"teacher_disagreement_score":0.0040452215,"about_ca_system_score_codex":0.00079820916,"about_ca_system_score_gemma":0.0017818953,"threshold_uncertainty_score":0.013532579},"labels":[],"label_agreement":null},{"id":"W4200619267","doi":"10.1142/s021848852140016x","title":"Black-Hole Attack Mitigation in Medical Sensor Networks Using the Enhanced Gravitational Search Algorithm","year":2021,"lang":"en","type":"article","venue":"International Journal of Uncertainty Fuzziness and Knowledge-Based Systems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Network packet; Computer science; Wireless sensor network; Computer network; Denial-of-service attack; Sybil attack; Energy consumption; Packet drop attack; Node (physics); Physics; Routing protocol; Engineering","score_opus":0.024743791054820587,"score_gpt":0.31537535591172106,"score_spread":0.29063156485690045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200619267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081139,0.0012892067,0.91138726,0.00074609614,0.00009432392,0.00010287792,0.00003761509,0.00042961078,0.004773936],"genre_scores_gemma":[0.8417979,0.00069985894,0.15407787,0.00035078014,0.000046963236,0.00014410645,0.000086747954,0.000032196167,0.002763558],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996222,0.00013122414,0.000016492168,0.000056706456,0.000126185,0.00004720831],"domain_scores_gemma":[0.99958915,0.00018061609,0.00008313417,0.000027642405,0.000088099405,0.000031372398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327878,0.0006328039,0.0008401317,0.00071632426,0.00040085253,0.00053501833,0.0009451403,0.0010024131,0.0006943207],"category_scores_gemma":[0.0015791511,0.00024899357,0.00075045164,0.0005165738,0.0006346542,0.0007077708,0.0009497902,0.0005112299,0.00013797081],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013408701,0.000074816075,0.0020069154,0.00009210639,0.000115585266,0.00012443325,0.00011211982,0.9082868,0.008150658,0.006250152,0.0011501731,0.07350217],"study_design_scores_gemma":[0.000018511058,0.00008730777,0.00037090818,0.00000819912,0.000013868916,0.000052162897,0.000018566467,0.99599236,0.0010271723,0.0017458308,0.000657537,0.000007562421],"about_ca_topic_score_codex":0.0040975935,"about_ca_topic_score_gemma":0.0025307576,"teacher_disagreement_score":0.0040975935,"about_ca_system_score_codex":0.0005858679,"about_ca_system_score_gemma":0.0010125894,"threshold_uncertainty_score":0.008147478},"labels":[],"label_agreement":null},{"id":"W4206616580","doi":"10.1109/jiot.2022.3144873","title":"Secure and Energy-Efficient Network Topology Obfuscation for Software-Defined WSNs","year":2022,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Obfuscation; Computer science; Energy consumption; Wireless sensor network; Computer network; Network topology; Sink (geography); Efficient energy use; Distributed computing; Software; Software-defined networking; Computer security; Engineering","score_opus":0.010909407659480754,"score_gpt":0.22933003927627377,"score_spread":0.218420631616793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206616580","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14709589,0.0005283329,0.84964055,0.00022108914,0.000061108534,0.00008929206,0.000053778844,0.00088832347,0.0014217086],"genre_scores_gemma":[0.9179954,0.00035917255,0.080628075,0.000037023212,0.000014847926,0.000064281536,0.000076965734,0.000042271597,0.0007818866],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928063,0.00022914674,0.00006414991,0.00010202827,0.00024393263,0.000080024125],"domain_scores_gemma":[0.9984169,0.00053437497,0.0003180129,0.00054670667,0.00013204916,0.000051935975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009830652,0.0006166112,0.00045517247,0.0006059919,0.00042344193,0.00051093806,0.00063025573,0.00040304867,0.0005097997],"category_scores_gemma":[0.0028007473,0.0002345881,0.00046660803,0.00044482178,0.00062629266,0.0011447297,0.0012062432,0.0005797332,0.00014184378],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067987596,0.00016570266,0.0030217993,0.00035200984,0.00013983282,0.000651646,0.00039873735,0.5231709,0.21244228,0.047128636,0.0016010301,0.21024758],"study_design_scores_gemma":[0.000025069578,0.00020193934,0.00076265493,0.000026015956,0.00004097196,0.00030902127,0.00006777202,0.9203426,0.06528719,0.010164592,0.0027485574,0.00002368617],"about_ca_topic_score_codex":0.0003370889,"about_ca_topic_score_gemma":0.00044335262,"teacher_disagreement_score":0.0009830652,"about_ca_system_score_codex":0.00044188538,"about_ca_system_score_gemma":0.00040471734,"threshold_uncertainty_score":0.0051989555},"labels":[],"label_agreement":null},{"id":"W4213217064","doi":"10.3390/app12042045","title":"Utilising Acknowledge for the Trust in Wireless Sensor Networks","year":2022,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Wireless sensor network; Computer science; Computer network; Scalability; Routing protocol; Routing (electronic design automation); Internet of Things; Protocol (science); Transmission (telecommunications); Distributed computing; Computer security; Telecommunications","score_opus":0.02804770673665038,"score_gpt":0.2607790474984205,"score_spread":0.23273134076177013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213217064","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022128861,0.0045222943,0.95769405,0.0019222966,0.000639422,0.00023931469,0.000058711394,0.0006000407,0.012195038],"genre_scores_gemma":[0.8088346,0.00438312,0.17757556,0.00037146287,0.0003276622,0.00030619264,0.00014412764,0.00008620366,0.007971088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751675,0.0007961125,0.00021561918,0.0003158233,0.001018545,0.00013726858],"domain_scores_gemma":[0.99705255,0.0011063357,0.0003908505,0.00055088854,0.00076686713,0.000132588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017015606,0.0005202824,0.00056725537,0.00062351156,0.001007142,0.0021565352,0.001110239,0.0011277609,0.0012908027],"category_scores_gemma":[0.009292451,0.00024732223,0.000559548,0.0009043386,0.0013366484,0.004164504,0.0020752707,0.0014173546,0.00048980414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030394827,0.00011451404,0.003879293,0.0010995371,0.00017106908,0.00091154355,0.0013493368,0.12424851,0.019333579,0.47537717,0.00898346,0.36422804],"study_design_scores_gemma":[0.000055912784,0.00041612107,0.00087323127,0.00021697672,0.00012461471,0.0010922024,0.000397999,0.74910265,0.01141437,0.17346692,0.06273845,0.00010056185],"about_ca_topic_score_codex":0.002120852,"about_ca_topic_score_gemma":0.0018156533,"teacher_disagreement_score":0.0021565352,"about_ca_system_score_codex":0.0010890653,"about_ca_system_score_gemma":0.0016698408,"threshold_uncertainty_score":0.008998811},"labels":[],"label_agreement":null},{"id":"W4220693281","doi":"10.18280/ria.360104","title":"An Efficient Swift Routing Model with Node Trust Identity Factor (SRM-NTIF) to Perform Secure Data Transmission Among IoT Gadgets","year":2022,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Computer network; Node (physics); Routing protocol; The Internet; Wireless network; Routing (electronic design automation); Computer security; Wireless; Telecommunications; World Wide Web; Engineering","score_opus":0.047177023393049224,"score_gpt":0.2876343062973055,"score_spread":0.2404572829042563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220693281","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013842482,0.0010203497,0.97425205,0.00084035355,0.00031247197,0.00023276552,0.00026748615,0.00075704925,0.008475013],"genre_scores_gemma":[0.6586633,0.0028221118,0.31976333,0.00043756393,0.00025811396,0.00079588685,0.001059278,0.00029037838,0.01591021],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985037,0.00039411592,0.00009684512,0.0003090803,0.00045494077,0.00024132132],"domain_scores_gemma":[0.99899226,0.0003204005,0.00013532523,0.00011256655,0.0003461804,0.0000933448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018476389,0.0011419577,0.0014082715,0.0012583277,0.00155217,0.0018775611,0.003099187,0.0014858567,0.004124519],"category_scores_gemma":[0.003716177,0.0004842445,0.0016167753,0.0013936164,0.0008631599,0.0031367494,0.0016804321,0.0013922248,0.0011949228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002361596,0.000087744564,0.0010722496,0.00021558201,0.000068571404,0.00032429412,0.00028315448,0.82034105,0.003090216,0.09501648,0.009114538,0.07014999],"study_design_scores_gemma":[0.000015859458,0.00006641257,0.00007203608,0.000015929762,0.000025481142,0.00008439841,0.00003456207,0.98437816,0.00037891298,0.011251314,0.0036584004,0.000018474158],"about_ca_topic_score_codex":0.012110079,"about_ca_topic_score_gemma":0.012227929,"teacher_disagreement_score":0.012110079,"about_ca_system_score_codex":0.002463954,"about_ca_system_score_gemma":0.0030646448,"threshold_uncertainty_score":0.024079204},"labels":[],"label_agreement":null},{"id":"W4226126496","doi":"10.1145/3477403","title":"Randomized Moving Target Approach for MAC-Layer Spoofing Detection and Prevention in IoT Systems","year":2022,"lang":"en","type":"article","venue":"Digital Threats Research and Practice","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Telus (Canada); York University","funders":"","keywords":"Spoofing attack; Computer science; Adversary; Authentication (law); Computer security; SIGNAL (programming language); Wireless; Computer network; Identity (music); Cryptography; Physical layer; IP address spoofing; Telecommunications; Internet Protocol","score_opus":0.1132527249028037,"score_gpt":0.3760468571103661,"score_spread":0.2627941322075624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226126496","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0089985505,0.00015865073,0.98954433,0.000077238095,0.00001963507,0.00003794813,0.000008397379,0.00015592141,0.0009992922],"genre_scores_gemma":[0.79029876,0.0003493758,0.2076022,0.00015386623,0.000036037836,0.00011137155,0.000032237844,0.000043239914,0.0013728754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985025,0.00059868954,0.000052541858,0.00021755762,0.0004918167,0.00013693591],"domain_scores_gemma":[0.997964,0.0012790741,0.00022515042,0.0002572363,0.0002172262,0.000057297526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016280023,0.00063963543,0.0006662358,0.00061741925,0.0003787348,0.00068030274,0.0008609495,0.000855233,0.0014430467],"category_scores_gemma":[0.004627552,0.00022860082,0.0005818357,0.00048276645,0.00084446376,0.001394731,0.0010301061,0.0012609535,0.0003055784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031122612,0.00012134764,0.0012750247,0.0002124646,0.00010684022,0.00023892456,0.00018198346,0.7377593,0.04464823,0.10599501,0.0010735116,0.108076155],"study_design_scores_gemma":[0.000007265913,0.000100535835,0.00012364562,0.000007865419,0.00001061348,0.00008706403,0.000010828398,0.9888841,0.004215244,0.005998599,0.0005446705,0.000009623898],"about_ca_topic_score_codex":0.0005820495,"about_ca_topic_score_gemma":0.00049159554,"teacher_disagreement_score":0.0016280023,"about_ca_system_score_codex":0.00076380634,"about_ca_system_score_gemma":0.00070093386,"threshold_uncertainty_score":0.008609772},"labels":[],"label_agreement":null},{"id":"W4233196942","doi":"10.6028/nist.sp.800-56a","title":"Recommendation for pair-wise key establishment schemes using discrete logarithm cryptography","year":2006,"lang":"en","type":"report","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Government of Canada; National Security Agency","keywords":"Discrete logarithm; Logarithm; Key (lock); Cryptography; Computer science; Mathematics; Theoretical computer science; Public-key cryptography; Algorithm; Computer security; Encryption; Mathematical analysis","score_opus":0.053787302082560766,"score_gpt":0.3168498800044528,"score_spread":0.263062577921892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233196942","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049353004,0.010186002,0.6068296,0.030605987,0.010894136,0.013684624,0.02175177,0.03454265,0.26656994],"genre_scores_gemma":[0.01855177,0.019341398,0.47863874,0.010139005,0.0020293216,0.0072347824,0.0704056,0.00518094,0.38847858],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9895275,0.0016130961,0.0012920665,0.00070763496,0.0059243618,0.00093535916],"domain_scores_gemma":[0.97038233,0.0041154805,0.0012188412,0.0045281793,0.01790898,0.0018461347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008203329,0.0023710807,0.0025646873,0.0036673308,0.0021546478,0.004081699,0.00601859,0.009024359,0.07125768],"category_scores_gemma":[0.01881721,0.0022305462,0.0023868552,0.005473927,0.0010653366,0.008769591,0.0017408719,0.008038996,0.13166597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003036745,0.00050981,0.0002870795,0.001552439,0.00006182981,0.00023385495,0.00009060293,0.0024260168,0.011382995,0.013714822,0.77784103,0.19159587],"study_design_scores_gemma":[0.0005284165,0.00033662203,0.0010282006,0.0010854795,0.00007615015,0.00047409965,0.00009791916,0.007672522,0.008781441,0.008399283,0.9713577,0.00016211176],"about_ca_topic_score_codex":0.014961471,"about_ca_topic_score_gemma":0.022733282,"teacher_disagreement_score":0.07125768,"about_ca_system_score_codex":0.0030871578,"about_ca_system_score_gemma":0.008735345,"threshold_uncertainty_score":0.23838067},"labels":[],"label_agreement":null},{"id":"W4234765111","doi":"10.32920/ryerson.14645529.v1","title":"Enhancing broadcast authentication in sensor networks","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Authentication (law); Denial-of-service attack; Computer network; Computer security; Authentication protocol; Reliability (semiconductor); Wireless sensor network; Challenge-Handshake Authentication Protocol; Protocol (science)","score_opus":0.015089701802996765,"score_gpt":0.2499499589168758,"score_spread":0.23486025711387903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234765111","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0905465,0.0010234464,0.9038115,0.00018513692,0.00013256715,0.00012504873,0.000025945994,0.0009035714,0.0032462592],"genre_scores_gemma":[0.9129513,0.0007147772,0.08298567,0.00006205234,0.0000562055,0.0000732693,0.00004611642,0.000031746025,0.0030788383],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991671,0.0003001521,0.00006032092,0.00010259134,0.00027535472,0.00009453492],"domain_scores_gemma":[0.9985637,0.0005907943,0.00017299467,0.00031327616,0.0003123707,0.00004688643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010156803,0.0004325016,0.00038187887,0.0005307384,0.0004889929,0.0007742307,0.00060914527,0.000660927,0.0010464565],"category_scores_gemma":[0.0033217506,0.00017867802,0.0002829088,0.0004668525,0.00062854827,0.0018004664,0.001238257,0.00060839124,0.00041537598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015803265,0.00019696781,0.0027276624,0.00076810346,0.00008216444,0.0007046538,0.00090089336,0.16114266,0.41999292,0.089661695,0.0024474522,0.31979454],"study_design_scores_gemma":[0.00007513693,0.0007141757,0.0007874467,0.00004293161,0.000089548186,0.00063687266,0.00015970875,0.8276959,0.14009064,0.018782765,0.010875685,0.000049125007],"about_ca_topic_score_codex":0.000541774,"about_ca_topic_score_gemma":0.00047107754,"teacher_disagreement_score":0.0010464565,"about_ca_system_score_codex":0.00044612034,"about_ca_system_score_gemma":0.00054497656,"threshold_uncertainty_score":0.005371511},"labels":[],"label_agreement":null},{"id":"W4237896236","doi":"10.32920/ryerson.14645529","title":"Enhancing broadcast authentication in sensor networks","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Authentication (law); Denial-of-service attack; Computer network; Authentication protocol; Computer security; Reliability (semiconductor); Wireless sensor network; Challenge-Handshake Authentication Protocol; Protocol (science)","score_opus":0.015089701802996765,"score_gpt":0.2499499589168758,"score_spread":0.23486025711387903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237896236","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0905465,0.0010234464,0.9038115,0.00018513692,0.00013256715,0.00012504873,0.000025945994,0.0009035714,0.0032462592],"genre_scores_gemma":[0.9129513,0.0007147772,0.08298567,0.00006205234,0.0000562055,0.0000732693,0.00004611642,0.000031746025,0.0030788383],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991671,0.0003001521,0.00006032092,0.00010259134,0.00027535472,0.00009453492],"domain_scores_gemma":[0.9985637,0.0005907943,0.00017299467,0.00031327616,0.0003123707,0.00004688643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010156803,0.0004325016,0.00038187887,0.0005307384,0.0004889929,0.0007742307,0.00060914527,0.000660927,0.0010464565],"category_scores_gemma":[0.0033217506,0.00017867802,0.0002829088,0.0004668525,0.00062854827,0.0018004664,0.001238257,0.00060839124,0.00041537598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015803265,0.00019696781,0.0027276624,0.00076810346,0.00008216444,0.0007046538,0.00090089336,0.16114266,0.41999292,0.089661695,0.0024474522,0.31979454],"study_design_scores_gemma":[0.00007513693,0.0007141757,0.0007874467,0.00004293161,0.000089548186,0.00063687266,0.00015970875,0.8276959,0.14009064,0.018782765,0.010875685,0.000049125007],"about_ca_topic_score_codex":0.000541774,"about_ca_topic_score_gemma":0.00047107754,"teacher_disagreement_score":0.0010464565,"about_ca_system_score_codex":0.00044612034,"about_ca_system_score_gemma":0.00054497656,"threshold_uncertainty_score":0.005371511},"labels":[],"label_agreement":null},{"id":"W4238244005","doi":"10.6028/nist.sp.800-57p2","title":"Recommendation for key management, part 2 :","year":2005,"lang":"en","type":"report","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Government of Canada; National Security Agency","keywords":"Key (lock); Computer science; Data science; Computer security","score_opus":0.06096144624573532,"score_gpt":0.3182794822900676,"score_spread":0.25731803604433223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238244005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012073024,0.004370613,0.028189722,0.018211965,0.010382175,0.0041644927,0.086014405,0.019110873,0.8283486],"genre_scores_gemma":[0.0027099769,0.004431367,0.013842832,0.0054107327,0.0018582038,0.0013079996,0.07104065,0.0023731682,0.89702505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764365,0.00027645638,0.00026331196,0.00024442928,0.0012378696,0.0003342645],"domain_scores_gemma":[0.9869824,0.0017641326,0.0009362771,0.001459068,0.0073530697,0.0015050162],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002897577,0.0028217607,0.0023525557,0.0040508523,0.0014599867,0.0070880144,0.0032592148,0.010640954,0.5431558],"category_scores_gemma":[0.014559682,0.0017351718,0.001460354,0.0062567545,0.00068292645,0.0073577557,0.0015536405,0.0038874703,0.7379696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003558273,0.000063717,0.000076050535,0.00016355618,0.0000055815117,0.000018473902,0.000008719565,0.00013443838,0.0004375578,0.0008646159,0.9674134,0.030778365],"study_design_scores_gemma":[0.00012596864,0.00006521812,0.00095000694,0.00020949464,0.000014933781,0.00005896598,0.000027823531,0.0005191836,0.0005797235,0.0018043796,0.9956108,0.00003359495],"about_ca_topic_score_codex":0.014308319,"about_ca_topic_score_gemma":0.022378135,"teacher_disagreement_score":0.5431558,"about_ca_system_score_codex":0.0029138569,"about_ca_system_score_gemma":0.0053228913,"threshold_uncertainty_score":0.6516328},"labels":[],"label_agreement":null},{"id":"W4239027077","doi":"10.1109/icnpcw.2007.4351483","title":"An Efficient Contributory Group Rekeying Scheme based on Hash Functions for MANETs","year":2007,"lang":"en","type":"article","venue":"2007 IFIP International Conference on Network and Parallel Computing Workshops (NPC 2007)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rekeying; Group key; Computer science; Hash function; Communication in small groups; Computer network; Key management; Scheme (mathematics); Key (lock); Distributed computing; Popularity; Computer security; Encryption; Mathematics","score_opus":0.03019916182386688,"score_gpt":0.2954546532278444,"score_spread":0.26525549140397753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239027077","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059095006,0.0011493608,0.9343014,0.00034174696,0.0003210486,0.00030445214,0.00010328012,0.00085021486,0.0035335682],"genre_scores_gemma":[0.76628524,0.0010985287,0.22004084,0.00021070661,0.00020217245,0.00033401177,0.00039139192,0.00009442715,0.011342621],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99924076,0.00022671743,0.000061384024,0.00012288828,0.00025549057,0.000092786075],"domain_scores_gemma":[0.9989594,0.00029396065,0.00011685679,0.00038262442,0.00015842539,0.00008878118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011677297,0.00052645575,0.0010064782,0.0007361475,0.0010107008,0.00086776353,0.0016075615,0.00071689644,0.002059499],"category_scores_gemma":[0.0022815785,0.0002665333,0.00040221924,0.0008726486,0.00088620844,0.0031683804,0.0026251765,0.0010803805,0.00074377167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002534654,0.00040960195,0.00139475,0.0008432932,0.00025668624,0.0009201278,0.00097036356,0.104194134,0.14998826,0.32865447,0.00949693,0.4003367],"study_design_scores_gemma":[0.00049618975,0.0016780281,0.0010524397,0.000081369675,0.00022735231,0.0015158658,0.00028323178,0.729026,0.07579528,0.13221967,0.05739179,0.00023271966],"about_ca_topic_score_codex":0.00024690237,"about_ca_topic_score_gemma":0.00037134066,"teacher_disagreement_score":0.002059499,"about_ca_system_score_codex":0.0005547154,"about_ca_system_score_gemma":0.00078006566,"threshold_uncertainty_score":0.006889701},"labels":[],"label_agreement":null},{"id":"W4241939366","doi":"10.2495/safe-v3-n4-307-317","title":"New conceptual representation of collision attack in wireless sensor networks","year":2013,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Collision; Computer science; Representation (politics); Computer network; Wireless; Computer security; Telecommunications; Political science; Politics","score_opus":0.010789731248477003,"score_gpt":0.24233037972119545,"score_spread":0.23154064847271844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241939366","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053259484,0.0006862401,0.9806318,0.0006314177,0.00025002792,0.00016671485,0.0002587052,0.00085985754,0.011189355],"genre_scores_gemma":[0.19561903,0.0021775672,0.78618646,0.0003469839,0.00015197787,0.0009868502,0.001120971,0.0002042513,0.013205838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99827254,0.00065389206,0.00018927356,0.00027062613,0.00050214556,0.000111556015],"domain_scores_gemma":[0.9982407,0.0008085513,0.00022187566,0.00020235771,0.00042089986,0.00010549959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125126,0.0010594664,0.00046758668,0.0025989546,0.0009689605,0.0034904182,0.0018596487,0.0019451828,0.006226642],"category_scores_gemma":[0.003938803,0.00045521828,0.001324251,0.0020001584,0.0019425472,0.0072135506,0.0017691576,0.0019270538,0.00080199726],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052963325,0.000051216553,0.000615541,0.0002533135,0.000032586813,0.0007096248,0.0024891046,0.02575928,0.0038383962,0.9209887,0.0043065,0.04090295],"study_design_scores_gemma":[0.000053862812,0.00016654108,0.0006507988,0.000322575,0.00011118437,0.001591201,0.0012684171,0.41219795,0.004937587,0.24317434,0.33544075,0.00008478021],"about_ca_topic_score_codex":0.00442957,"about_ca_topic_score_gemma":0.0036884453,"teacher_disagreement_score":0.006226642,"about_ca_system_score_codex":0.0015820874,"about_ca_system_score_gemma":0.0017202343,"threshold_uncertainty_score":0.020830154},"labels":[],"label_agreement":null},{"id":"W4244419116","doi":"10.1007/978-3-642-17994-5_22","title":"Accelerating Signature-Based Broadcast Authentication for Wireless Sensor Networks","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Authentication (law); Wireless sensor network; Computer network; Signature (topology); Message authentication code; Distributed computing; Computer security; Cryptography","score_opus":0.023856821503558664,"score_gpt":0.23883170890376088,"score_spread":0.2149748874002022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244419116","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03317919,0.001132101,0.9536345,0.00025018756,0.00048457403,0.0001360215,0.000072710274,0.0037474507,0.0073631476],"genre_scores_gemma":[0.5499187,0.0009231497,0.41845044,0.0001514959,0.00027879377,0.00016139731,0.00044209353,0.00031036715,0.029363606],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989687,0.0001823536,0.00006748164,0.00009804954,0.0005139354,0.00016933186],"domain_scores_gemma":[0.9987949,0.00028620218,0.00006975198,0.0004338198,0.00037343934,0.000041886466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079455774,0.000677435,0.0006853787,0.0007265052,0.0005653848,0.00079695886,0.0009871098,0.0006924787,0.004121347],"category_scores_gemma":[0.0020460356,0.00031468566,0.000318234,0.00093618204,0.00060150475,0.0020246154,0.0020459644,0.0012708966,0.0023890906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012106248,0.00017576688,0.00068841904,0.00022889336,0.00005038222,0.0001630803,0.0002749011,0.04444865,0.17509723,0.10217393,0.014199261,0.66128874],"study_design_scores_gemma":[0.00015673232,0.0005418185,0.0005329262,0.000051090727,0.000071329625,0.0004404718,0.000114180046,0.7153974,0.16915688,0.079578415,0.03389999,0.00005879233],"about_ca_topic_score_codex":0.00059005484,"about_ca_topic_score_gemma":0.00082660053,"teacher_disagreement_score":0.004121347,"about_ca_system_score_codex":0.00064000883,"about_ca_system_score_gemma":0.0010322119,"threshold_uncertainty_score":0.01378721},"labels":[],"label_agreement":null},{"id":"W4246377431","doi":"10.22215/etd/2013-09502","title":"Measuring wireless fingerprints inside a wireless sensor network","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"","keywords":"Wireless; Wireless sensor network; Computer science; Telecommunications; Computer network","score_opus":0.02454351026246625,"score_gpt":0.23703040972527312,"score_spread":0.21248689946280686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246377431","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80480283,0.00085549796,0.18551919,0.00024198033,0.00024177734,0.000074495634,0.0003465494,0.0010741679,0.006843495],"genre_scores_gemma":[0.96564394,0.0005160407,0.029378997,0.00005148165,0.000055509554,0.000030255122,0.0001405821,0.000034697692,0.0041485857],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944264,0.00008472156,0.000024988945,0.00012738425,0.00026270523,0.00005747449],"domain_scores_gemma":[0.9994066,0.00019299939,0.000116220755,0.00012903834,0.000107142456,0.00004798132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025247494,0.0002889886,0.0003579717,0.0005253149,0.00032405162,0.00075988594,0.0003993231,0.0005777067,0.001346259],"category_scores_gemma":[0.0015160288,0.00021243822,0.0001454946,0.00054138864,0.00026217982,0.0011677081,0.0007453852,0.00028393778,0.00066380587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007358323,0.00027376742,0.042943463,0.00026027046,0.0000867184,0.00059905753,0.00041361485,0.0320787,0.65937924,0.0025597364,0.0019281922,0.25874147],"study_design_scores_gemma":[0.000031190393,0.0014619606,0.055268694,0.00008014257,0.00014560937,0.0022370236,0.0005590467,0.38423324,0.54252636,0.002422113,0.01093447,0.00010023679],"about_ca_topic_score_codex":0.0004052812,"about_ca_topic_score_gemma":0.0005010869,"teacher_disagreement_score":0.001346259,"about_ca_system_score_codex":0.00022026649,"about_ca_system_score_gemma":0.00017747773,"threshold_uncertainty_score":0.0045036674},"labels":[],"label_agreement":null},{"id":"W4252894868","doi":"10.18280/ijsse.100410","title":"A Trust Based Efficient Blockchain Linked Routing Method for Improving Security in Mobile Ad hoc Networks","year":2020,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blockchain; Computer science; Mobile ad hoc network; Computer security; Computer network; Routing (electronic design automation); Wireless ad hoc network; Telecommunications; Wireless","score_opus":0.007603932613580598,"score_gpt":0.23806285264258384,"score_spread":0.23045892002900323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252894868","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02388404,0.00033082423,0.97187716,0.00022168166,0.00006505712,0.00013403654,0.00005566912,0.0004311109,0.0030004743],"genre_scores_gemma":[0.780871,0.0005212753,0.21130733,0.00009743196,0.00005513481,0.00025704762,0.00020368923,0.000066080924,0.006621088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990876,0.00027288627,0.000055443117,0.0001499453,0.00035178542,0.0000823041],"domain_scores_gemma":[0.9990746,0.00038626228,0.00011111296,0.00011755863,0.0002438607,0.000066512475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000915951,0.0004935514,0.00063353224,0.0007327446,0.0009410555,0.000793258,0.0011176793,0.0007563914,0.0028187823],"category_scores_gemma":[0.0027100528,0.00021080866,0.00046536786,0.00068996946,0.0005219668,0.0018800148,0.0011092811,0.00061074685,0.00043783098],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036360123,0.00017686008,0.0021435868,0.00019132181,0.00007260989,0.00030787196,0.00032793073,0.59412545,0.0140340375,0.04010595,0.0032518983,0.34489897],"study_design_scores_gemma":[0.000026361387,0.00008838321,0.00014723562,0.000009652895,0.000012939613,0.000071337345,0.000026630545,0.9887828,0.0018599028,0.0072244983,0.0017373482,0.000012806706],"about_ca_topic_score_codex":0.004093552,"about_ca_topic_score_gemma":0.00382363,"teacher_disagreement_score":0.004093552,"about_ca_system_score_codex":0.00079349696,"about_ca_system_score_gemma":0.0015739864,"threshold_uncertainty_score":0.009429812},"labels":[],"label_agreement":null},{"id":"W4253911219","doi":"10.1007/978-3-642-11723-7_13","title":"Computationally Efficient Mutual Entity Authentication in Wireless Sensor Networks","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Mutual authentication; Computer science; Computer network; Authentication (law); Wireless sensor network; Wireless network; Wireless; Lightweight Extensible Authentication Protocol; Authentication protocol; Distributed computing; Computer security; Telecommunications","score_opus":0.014159400398813641,"score_gpt":0.22772234788707715,"score_spread":0.21356294748826352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253911219","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020144492,0.0015843697,0.9710887,0.0005933689,0.00015266734,0.00013230465,0.00010255213,0.0006005818,0.0056008976],"genre_scores_gemma":[0.7521634,0.0015574435,0.23292547,0.00019750865,0.00024188419,0.00043445046,0.00042410742,0.0001162321,0.01193942],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941929,0.0027131417,0.00028454734,0.000430483,0.0019025817,0.00047630814],"domain_scores_gemma":[0.9933954,0.0041660145,0.0003467419,0.0015504321,0.0004506824,0.00009072992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029435612,0.0008161433,0.0017963861,0.0007372817,0.0012704143,0.0024647592,0.002354188,0.001559737,0.002598349],"category_scores_gemma":[0.008975213,0.0007190456,0.0005822908,0.0017525236,0.0017864363,0.0057464475,0.0047152555,0.0023702777,0.00076795986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093571615,0.00024415375,0.0005114569,0.00033444935,0.00008371502,0.00022033066,0.00023874828,0.4766547,0.0098069105,0.30463204,0.009328176,0.19700967],"study_design_scores_gemma":[0.000032186854,0.000058833208,0.00012928977,0.000015910975,0.000015322477,0.000104376435,0.000037241098,0.903135,0.003007392,0.09060413,0.0028408105,0.000019461339],"about_ca_topic_score_codex":0.001017265,"about_ca_topic_score_gemma":0.0013705741,"teacher_disagreement_score":0.0029435612,"about_ca_system_score_codex":0.001299487,"about_ca_system_score_gemma":0.0018673483,"threshold_uncertainty_score":0.015567243},"labels":[],"label_agreement":null},{"id":"W4280649135","doi":"10.18280/ria.360213","title":"Secure Data Transmission in Wireless Sensor Networks with Secure System for Identification of Trusted Route with Node Behavior Analysis","year":2022,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Computer network; Node (physics); Wireless sensor network; Routing (electronic design automation); Network packet; Routing protocol; Identification (biology); Geographic routing; Dynamic Source Routing; Computer security; Engineering","score_opus":0.02930880667320861,"score_gpt":0.2631498991323431,"score_spread":0.23384109245913448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280649135","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04462992,0.0008884307,0.94876593,0.00035791175,0.00009098644,0.0001062697,0.000049486684,0.0005360427,0.0045749247],"genre_scores_gemma":[0.9281725,0.00096541806,0.06690924,0.00007568149,0.000054788914,0.0001399531,0.00010763127,0.000039628274,0.003535206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99847704,0.00043514668,0.000091214395,0.00031762468,0.00057510566,0.00010389301],"domain_scores_gemma":[0.9990754,0.00032794298,0.00018762625,0.00013188976,0.00024494075,0.00003215569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009408054,0.0005619753,0.00049339945,0.0007789629,0.000608706,0.0010063517,0.000801595,0.00071348867,0.0010097158],"category_scores_gemma":[0.0032982,0.00023271322,0.00066168356,0.00062806974,0.0008498916,0.0022338436,0.0007852183,0.0006641054,0.0003193083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037269993,0.00013788755,0.0071059605,0.00035306634,0.00013159857,0.00056746823,0.0005736637,0.67987996,0.020700892,0.10501219,0.0026195473,0.18254504],"study_design_scores_gemma":[0.000007226647,0.000101564176,0.00042948357,0.000018997329,0.000025777446,0.00013832726,0.000045069864,0.98214346,0.0027223695,0.012607302,0.0017453749,0.000015050972],"about_ca_topic_score_codex":0.0031946795,"about_ca_topic_score_gemma":0.002182678,"teacher_disagreement_score":0.0031946795,"about_ca_system_score_codex":0.0011088283,"about_ca_system_score_gemma":0.0011030512,"threshold_uncertainty_score":0.008045137},"labels":[],"label_agreement":null},{"id":"W4283317269","doi":"10.36227/techrxiv.20115980","title":"JamRF: Performance Analysis, Evaluation, and Implementation of RF Jamming over Wi-Fi","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Jamming; Computer science; Frequency-hopping spread spectrum; Software-defined radio; Overhead (engineering); Computer network; Wireless; Telecommunications","score_opus":0.021140540633870424,"score_gpt":0.32965763212617893,"score_spread":0.3085170914923085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283317269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86154467,0.000837905,0.11264754,0.000198292,0.000094355695,0.0003134616,0.00041352323,0.014383898,0.009566305],"genre_scores_gemma":[0.9775909,0.0001814865,0.019910904,0.000048748694,0.000015971093,0.00006878433,0.00035837493,0.0002641449,0.0015607201],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818426,0.0004591075,0.00009764961,0.00017944023,0.0007166047,0.00036292602],"domain_scores_gemma":[0.9976562,0.0008324237,0.00030997643,0.00043975684,0.0006593321,0.000102340025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016771269,0.0011778802,0.00046383947,0.0011451805,0.00030402027,0.0006567974,0.0011993507,0.000667172,0.0017286283],"category_scores_gemma":[0.0048515224,0.00023965625,0.00028242506,0.0004963436,0.0004279579,0.0009758208,0.00050629606,0.00050824153,0.0005497422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005595783,0.0018493277,0.020926133,0.0014626945,0.00047315093,0.0006883236,0.0006064773,0.34060058,0.20765282,0.0051759197,0.009087194,0.40588158],"study_design_scores_gemma":[0.0002037072,0.004050834,0.013391014,0.000059757895,0.00013717059,0.0005675779,0.000108567176,0.78911364,0.1880942,0.0003664366,0.0038044176,0.00010269998],"about_ca_topic_score_codex":0.003360275,"about_ca_topic_score_gemma":0.002269999,"teacher_disagreement_score":0.003360275,"about_ca_system_score_codex":0.0007510762,"about_ca_system_score_gemma":0.00052844087,"threshold_uncertainty_score":0.008869588},"labels":[],"label_agreement":null},{"id":"W4283333175","doi":"10.36227/techrxiv.20115980.v1","title":"JamRF: Performance Analysis, Evaluation, and Implementation of RF Jamming over Wi-Fi","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Jamming; Computer science; Software-defined radio; Frequency-hopping spread spectrum; Computer network; Overhead (engineering); Wireless; Real-time computing; Telecommunications","score_opus":0.021140540633870424,"score_gpt":0.32965763212617893,"score_spread":0.3085170914923085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283333175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8195225,0.0011041807,0.14840122,0.00023498133,0.00010720058,0.00038339297,0.00055551744,0.01857963,0.011111325],"genre_scores_gemma":[0.9729312,0.00023732595,0.024192864,0.000048521888,0.000018188977,0.000083247935,0.00044899387,0.00037753137,0.0016621079],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997931,0.0005225753,0.00010790853,0.00018689767,0.00087261735,0.00037908676],"domain_scores_gemma":[0.9974861,0.00089298846,0.00033557447,0.00047234897,0.0007097942,0.0001032419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018003887,0.0013293948,0.0005125048,0.0012897999,0.0003131584,0.0006880124,0.0012378802,0.0006911933,0.0017964363],"category_scores_gemma":[0.0054016667,0.0002736799,0.0003058687,0.00061542937,0.0004413476,0.0009921986,0.0005661541,0.00056618126,0.00060001947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004990607,0.0017060811,0.022517318,0.0017358599,0.0004743516,0.00068493385,0.00060137466,0.39554912,0.18838984,0.0060603675,0.009725236,0.3675649],"study_design_scores_gemma":[0.00018855272,0.0033216232,0.012018391,0.00006590039,0.00014370392,0.00057877233,0.00010523574,0.8134813,0.1653439,0.00046898334,0.004185787,0.00009791161],"about_ca_topic_score_codex":0.0030892952,"about_ca_topic_score_gemma":0.0020989866,"teacher_disagreement_score":0.0030892952,"about_ca_system_score_codex":0.00076433894,"about_ca_system_score_gemma":0.0005772923,"threshold_uncertainty_score":0.009521484},"labels":[],"label_agreement":null},{"id":"W4290928308","doi":"10.1016/j.procs.2022.07.126","title":"Protecting Routing Data in WSNs with use of IOTA Tangle","year":2022,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cistel Technology (Canada); Norleaf Networks (Canada); Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer network; Wireless sensor network; Routing (electronic design automation); Routing table; Computer security; Static routing; Node (physics); Sybil attack; Multipath routing; Routing protocol; Distributed computing","score_opus":0.048751754974251466,"score_gpt":0.25104825079667675,"score_spread":0.2022964958224253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290928308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49481034,0.0025027264,0.48391488,0.00060993,0.00022062231,0.00030276334,0.00015441827,0.009020787,0.008463467],"genre_scores_gemma":[0.95942974,0.00032083443,0.03752842,0.00012723547,0.0000150756105,0.000056815268,0.00007913818,0.00013514908,0.0023076434],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994093,0.000114223,0.000057090776,0.00011932262,0.0002217307,0.00007833343],"domain_scores_gemma":[0.9974832,0.0005301582,0.0005482715,0.0009913826,0.00034148665,0.000105507024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068096304,0.00048632512,0.00057368906,0.00079168845,0.0006131507,0.0008950598,0.00085501745,0.00054118154,0.00091243815],"category_scores_gemma":[0.002246484,0.00021652093,0.00027214526,0.0005376068,0.0007400037,0.0023663917,0.001214251,0.0005124743,0.0003161405],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015848129,0.00043470488,0.012924552,0.0008539443,0.00028404078,0.004308116,0.0021333618,0.055432532,0.4849172,0.01634061,0.004678715,0.41610742],"study_design_scores_gemma":[0.00017464402,0.003493587,0.01037056,0.00020072421,0.00029021813,0.0069255796,0.000614007,0.39991474,0.5196299,0.019699717,0.03850558,0.00018081494],"about_ca_topic_score_codex":0.00029676518,"about_ca_topic_score_gemma":0.00037930498,"teacher_disagreement_score":0.00091243815,"about_ca_system_score_codex":0.00032881086,"about_ca_system_score_gemma":0.0003000185,"threshold_uncertainty_score":0.0036013722},"labels":[],"label_agreement":null},{"id":"W4293159724","doi":"10.5383/juspn.09.02.002","title":"Evaluation of Privacy Preserving In-Network Aggregation for Different Routing Structures in WSNs","year":2017,"lang":"en","type":"article","venue":"Journal of Ubiquitous Systems and Pervasive Networks","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data aggregator; Computer science; Scheme (mathematics); Encryption; Wireless sensor network; Computer network; Cryptosystem; Routing protocol; Routing (electronic design automation); Cryptography; Distributed computing; Computer security; Mathematics","score_opus":0.04897081613066196,"score_gpt":0.31172298908434914,"score_spread":0.2627521729536872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293159724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89676464,0.0015755796,0.09534799,0.00039166672,0.000083547224,0.00021928186,0.00017755412,0.0005929187,0.0048467303],"genre_scores_gemma":[0.9892832,0.00020647078,0.010113158,0.000016943468,0.0000073806095,0.000018703588,0.000085522195,0.000013281031,0.00025524347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943364,0.002372519,0.00029974483,0.0003773369,0.0020381927,0.00057573215],"domain_scores_gemma":[0.9852202,0.00850306,0.0011542608,0.0026776409,0.002108088,0.00033675553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059317243,0.00063471857,0.00066116854,0.00073615595,0.0006903099,0.0011834427,0.0011719045,0.00067306316,0.0008623481],"category_scores_gemma":[0.013490265,0.00014030568,0.00041208864,0.0008955175,0.0008226301,0.0021709236,0.0009673347,0.00046513483,0.00010459305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052848496,0.0010271088,0.02015427,0.0008997689,0.00042472692,0.0004993146,0.00039451546,0.75384384,0.059807487,0.01840311,0.0015237584,0.13773723],"study_design_scores_gemma":[0.00006779795,0.0022511203,0.0047349744,0.00002741297,0.00012770623,0.00030975597,0.00024141977,0.94018525,0.048202418,0.0029243294,0.000903896,0.000023920535],"about_ca_topic_score_codex":0.0011636035,"about_ca_topic_score_gemma":0.000915759,"teacher_disagreement_score":0.0059317243,"about_ca_system_score_codex":0.0017733307,"about_ca_system_score_gemma":0.0008664726,"threshold_uncertainty_score":0.031370282},"labels":[],"label_agreement":null},{"id":"W4293778742","doi":"10.3390/s22166215","title":"Trust and Mobility-Based Protocol for Secure Routing in Internet of Things","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"King Saud University","keywords":"Computer science; Routing protocol; Computer network; Routing (electronic design automation); Protocol (science); Network packet; Throughput; Computer security; Distributed computing; Wireless","score_opus":0.01805223179302284,"score_gpt":0.27345838637743447,"score_spread":0.2554061545844116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293778742","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02472963,0.0022092871,0.95497614,0.0015539695,0.000677851,0.00088983285,0.00019964926,0.0014694739,0.013294114],"genre_scores_gemma":[0.8185675,0.0015057273,0.16982432,0.00061059376,0.00019100447,0.0013133256,0.00061480585,0.0001314645,0.0072413166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99760145,0.0008667381,0.0003237148,0.00018491688,0.0008466148,0.00017662553],"domain_scores_gemma":[0.9979305,0.0006458703,0.00035481763,0.0003928539,0.00057012204,0.00010584789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022109519,0.0004841725,0.0006698964,0.00072547747,0.0011357523,0.0013187118,0.0010073729,0.00096972095,0.0011260395],"category_scores_gemma":[0.0056091053,0.00018100221,0.0005580274,0.0008568746,0.0010442551,0.0020998968,0.0018872134,0.0014622693,0.00040649035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009032477,0.00023542263,0.0029013315,0.0011431533,0.00023947928,0.0022915192,0.001960768,0.11705373,0.059270963,0.48724592,0.032714933,0.29403958],"study_design_scores_gemma":[0.0001663307,0.00097596645,0.0015619983,0.00026133002,0.00018860631,0.0026311532,0.000492792,0.76114225,0.028247926,0.097847156,0.10623842,0.00024612344],"about_ca_topic_score_codex":0.001537289,"about_ca_topic_score_gemma":0.0018591896,"teacher_disagreement_score":0.0022109519,"about_ca_system_score_codex":0.0013543229,"about_ca_system_score_gemma":0.0016978887,"threshold_uncertainty_score":0.011692762},"labels":[],"label_agreement":null},{"id":"W4295046730","doi":"10.1109/tac.2022.3205548","title":"Linear Encryption Against Eavesdropping on Remote State Estimation","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Eavesdropping; Encryption; Computer science; Covariance; Transmission (telecommunications); Algorithm; Mathematics; Computer security; Statistics; Telecommunications","score_opus":0.012035677674860447,"score_gpt":0.23914931966918154,"score_spread":0.2271136419943211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295046730","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03831981,0.0006582984,0.95557564,0.00032390517,0.000060828643,0.000032028165,0.000041716306,0.00018292284,0.004804919],"genre_scores_gemma":[0.96443,0.00082409056,0.032353375,0.00011310263,0.00008129844,0.000042976677,0.000050003186,0.000031773503,0.0020734575],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99691737,0.0011144406,0.0001492411,0.000356596,0.0011010243,0.00036131422],"domain_scores_gemma":[0.990915,0.006425808,0.00085567613,0.0010215356,0.0006901737,0.00009176217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024561803,0.001214417,0.001080447,0.00047580464,0.00060977315,0.0012355726,0.0007568417,0.0015000119,0.001346749],"category_scores_gemma":[0.013959747,0.0004076349,0.00071850826,0.00046674328,0.0014753634,0.0028399308,0.0025698962,0.0013024111,0.00053310307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047208107,0.000085542255,0.002287163,0.0004317029,0.00022133446,0.0014480716,0.00048198213,0.72731835,0.036813248,0.11926989,0.0020446396,0.10912598],"study_design_scores_gemma":[0.000018330471,0.00013352864,0.00045502096,0.000041576553,0.00005195459,0.00046143384,0.00005661334,0.9615095,0.01852227,0.01781631,0.0009022351,0.000031168336],"about_ca_topic_score_codex":0.00064477854,"about_ca_topic_score_gemma":0.00025348002,"teacher_disagreement_score":0.0024561803,"about_ca_system_score_codex":0.00052499725,"about_ca_system_score_gemma":0.0006488789,"threshold_uncertainty_score":0.01298964},"labels":[],"label_agreement":null},{"id":"W4302878404","doi":"10.6028/nist.sp.800-56ar","title":"Recommendation for pair-wise key establishment schemes using discrete logarithm cryptography","year":2007,"lang":"en","type":"report","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Standards and Technology; Government of Canada; National Security Agency","keywords":"Discrete logarithm; Logarithm; Cryptography; Key (lock); Computer science; Theoretical computer science; Computer security; Public-key cryptography; Mathematics; Encryption; Mathematical analysis","score_opus":0.07569188455788825,"score_gpt":0.3465291240291849,"score_spread":0.2708372394712967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302878404","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004708796,0.01054248,0.5950853,0.032116022,0.01097262,0.013521763,0.021795878,0.034563243,0.27669397],"genre_scores_gemma":[0.018479995,0.02025207,0.47158858,0.010597307,0.0020470459,0.007282634,0.07015896,0.0052347905,0.39435863],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98875684,0.0017357209,0.001344997,0.0007477002,0.0064090993,0.0010056279],"domain_scores_gemma":[0.96919984,0.004293157,0.001255563,0.0046298183,0.018732836,0.001888854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008681249,0.0023998145,0.0025700699,0.0036835612,0.0021768422,0.0041465643,0.0061496804,0.00923279,0.074452534],"category_scores_gemma":[0.019678041,0.002245768,0.0023966888,0.0054629133,0.0011115205,0.008977115,0.0018057706,0.008137642,0.13642412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028947945,0.0004972682,0.0002731252,0.0015535238,0.000059694405,0.00021945073,0.00008781022,0.0023728022,0.011054378,0.014277915,0.77897793,0.19033651],"study_design_scores_gemma":[0.00048982614,0.00032067968,0.00092205824,0.0010907893,0.000070461654,0.00044003245,0.00009368363,0.007294558,0.008306241,0.008368166,0.9724497,0.00015377166],"about_ca_topic_score_codex":0.014955905,"about_ca_topic_score_gemma":0.02247288,"teacher_disagreement_score":0.074452534,"about_ca_system_score_codex":0.0032333282,"about_ca_system_score_gemma":0.00909455,"threshold_uncertainty_score":0.24906856},"labels":[],"label_agreement":null},{"id":"W4310170612","doi":"10.18280/isi.270501","title":"An Optimal Cluster Head Selection with Trusted Path Routing and Classification of Intrusion in WSN Employing CHLNNet","year":2022,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Computer science; Routing (electronic design automation); Head (geology); Path (computing); Cluster (spacecraft); Intrusion; Intrusion detection system; Computer network; Artificial intelligence; Biology; Geology","score_opus":0.014264454405430494,"score_gpt":0.2361256678591374,"score_spread":0.2218612134537069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310170612","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13096115,0.00047593078,0.8636478,0.00041862304,0.00015697093,0.00016586455,0.00010769035,0.0015559889,0.0025099686],"genre_scores_gemma":[0.83025277,0.00018431907,0.16440536,0.00016324595,0.000039475395,0.000104160645,0.00023597848,0.000052214276,0.004562459],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995865,0.00008464113,0.000023575652,0.0001043163,0.00012730045,0.00007364086],"domain_scores_gemma":[0.9994311,0.00015678664,0.0000714601,0.000060608254,0.00023903207,0.00004105781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006525282,0.00054540165,0.00070227275,0.00081415905,0.00052115245,0.0005815166,0.001527088,0.0007820246,0.0009262912],"category_scores_gemma":[0.0016789297,0.00021712709,0.0004456806,0.00062471227,0.00039582356,0.0007871651,0.00063813204,0.00050975085,0.0001972183],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071183126,0.00021405926,0.005481537,0.00012166901,0.000115082774,0.0002225765,0.00018664161,0.6174195,0.019576233,0.0039685443,0.004974393,0.3470079],"study_design_scores_gemma":[0.000006198459,0.00005498125,0.00034302397,0.000003405521,0.0000087105545,0.000029525063,0.000022436627,0.99531245,0.0034257334,0.00048711037,0.00029976908,0.0000066023413],"about_ca_topic_score_codex":0.0067032534,"about_ca_topic_score_gemma":0.008836845,"teacher_disagreement_score":0.0067032534,"about_ca_system_score_codex":0.00091314124,"about_ca_system_score_gemma":0.001173041,"threshold_uncertainty_score":0.013328493},"labels":[],"label_agreement":null},{"id":"W4312291292","doi":"10.1109/iscc55528.2022.9912466","title":"Active Eavesdroppers Detection System in Multi-hop Wireless Sensor Networks","year":2022,"lang":"en","type":"article","venue":"2022 IEEE Symposium on Computers and Communications (ISCC)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Eavesdropping; Computer science; Wireless sensor network; Computer network; Cryptography; Wireless; Confidentiality; Key distribution in wireless sensor networks; Computer security; Wireless network; Telecommunications","score_opus":0.01924394674003412,"score_gpt":0.24257722013771957,"score_spread":0.22333327339768544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312291292","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10286937,0.00070591696,0.89282036,0.00012419956,0.00007304338,0.0001577385,0.000038595404,0.0018770878,0.0013336161],"genre_scores_gemma":[0.8757253,0.00036750262,0.12241165,0.00014859241,0.000034307628,0.000092532595,0.000055279295,0.000034391753,0.0011303092],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885917,0.0003367226,0.000077791294,0.00022472806,0.00042625886,0.000075372955],"domain_scores_gemma":[0.998338,0.0006183044,0.00029825416,0.0003737337,0.00030703584,0.000064625565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093428534,0.00057093846,0.0005445324,0.0007213252,0.0004960799,0.00065440906,0.0011238069,0.0007159488,0.00040783762],"category_scores_gemma":[0.0023595598,0.00029073074,0.0003482246,0.00034901014,0.0005109025,0.0012712495,0.0008183877,0.0004469414,0.00027052662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010779328,0.00034058854,0.015313978,0.0006543398,0.00033902138,0.0016734118,0.0007274861,0.10605527,0.452585,0.015568212,0.0029855869,0.40267918],"study_design_scores_gemma":[0.00005165952,0.00093407405,0.0039471886,0.000039440274,0.00013707372,0.0012984348,0.00008681592,0.7540865,0.23136865,0.0029370075,0.005056626,0.000056576413],"about_ca_topic_score_codex":0.00050355296,"about_ca_topic_score_gemma":0.00047265796,"teacher_disagreement_score":0.0011238069,"about_ca_system_score_codex":0.00040265924,"about_ca_system_score_gemma":0.00032469703,"threshold_uncertainty_score":0.0049410462},"labels":[],"label_agreement":null},{"id":"W4312875584","doi":"10.1007/978-3-031-22365-5_8","title":"On the Worst-Case Inefficiency of CGKA","year":2022,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Protocol (science); Forward secrecy; Secrecy; Computer security; Group key; Communication in small groups; Group (periodic table); Context (archaeology); State (computer science); Key (lock); Theoretical computer science; Computer network; Public-key cryptography; Encryption; Algorithm","score_opus":0.016944071611589187,"score_gpt":0.23122983450052906,"score_spread":0.21428576288893986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312875584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13980883,0.009809919,0.6909056,0.018484008,0.0013581065,0.0005771473,0.0018725405,0.005071412,0.13211249],"genre_scores_gemma":[0.849932,0.0031343945,0.12099454,0.0036800927,0.0013839611,0.0006353205,0.0010606012,0.0025026419,0.016676493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9743264,0.012494083,0.0010302537,0.0024976837,0.004245655,0.0054059075],"domain_scores_gemma":[0.778336,0.19138627,0.003444115,0.019346802,0.0051447656,0.0023421443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017156323,0.0032856725,0.004431604,0.0034298976,0.0035722859,0.009705263,0.0080570895,0.0056312797,0.024082294],"category_scores_gemma":[0.10279934,0.0018380091,0.0030519466,0.0061247083,0.007906513,0.017803097,0.0067906235,0.0098731825,0.0041134832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030964224,0.0005995331,0.003054298,0.0010506603,0.00030324704,0.00039590194,0.0004093642,0.41002196,0.0056755836,0.41407737,0.04250887,0.11880679],"study_design_scores_gemma":[0.00017241527,0.00012829431,0.00038347222,0.00012177049,0.00014116845,0.0003248517,0.00013983402,0.5325303,0.0016353149,0.46132892,0.0030344336,0.000059177328],"about_ca_topic_score_codex":0.006248275,"about_ca_topic_score_gemma":0.0065785437,"teacher_disagreement_score":0.024082294,"about_ca_system_score_codex":0.0063796095,"about_ca_system_score_gemma":0.009408274,"threshold_uncertainty_score":0.090732336},"labels":[],"label_agreement":null},{"id":"W4320031080","doi":"10.1109/milcom55135.2022.10017755","title":"Federated Learning-Based Jamming Detection for Distributed Tactical Wireless Networks","year":2022,"lang":"en","type":"article","venue":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Waveform; Convolutional neural network; Feature (linguistics); Wireless; Artificial intelligence; Jamming; Artificial neural network; Pattern recognition (psychology); Algorithm; Data mining; Radar","score_opus":0.030700964289766135,"score_gpt":0.263206418453769,"score_spread":0.2325054541640029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320031080","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022883795,0.00010374105,0.9752563,0.00010320758,0.000031309206,0.000029965393,0.000022682703,0.00070329796,0.00086565426],"genre_scores_gemma":[0.7608456,0.00009176322,0.23604368,0.00019133634,0.000040420684,0.000094125135,0.00012949307,0.000060919607,0.0025025965],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99957544,0.00007829977,0.000024632405,0.00011717723,0.00012715478,0.00007722233],"domain_scores_gemma":[0.99907386,0.00030836207,0.00014677604,0.00013532983,0.00027846135,0.00005726822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000845724,0.0007457351,0.00067617494,0.0005898713,0.00047700462,0.0006604859,0.0013397385,0.000784389,0.001132542],"category_scores_gemma":[0.0026697158,0.00023461583,0.0004183424,0.0004899335,0.0006053385,0.0013213702,0.0010440353,0.00091970706,0.00029356507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017779032,0.00012426997,0.001489882,0.000050808194,0.000045617722,0.00008337356,0.000070228736,0.7117731,0.006595253,0.004197553,0.0013100201,0.2740822],"study_design_scores_gemma":[0.0000050238214,0.000020680945,0.00009926503,0.0000020627554,0.0000031810068,0.000016528858,0.0000061348383,0.9972963,0.0012082978,0.0011606106,0.00017923498,0.0000027492274],"about_ca_topic_score_codex":0.0034649547,"about_ca_topic_score_gemma":0.004021374,"teacher_disagreement_score":0.0034649547,"about_ca_system_score_codex":0.000898095,"about_ca_system_score_gemma":0.0010212264,"threshold_uncertainty_score":0.0068895817},"labels":[],"label_agreement":null},{"id":"W4320031251","doi":"10.1109/milcom55135.2022.10017647","title":"Dynamic Context-Aware Security in a Tactical Network Using Attribute-Based Encryption","year":2022,"lang":"en","type":"article","venue":"MILCOM 2022 - 2022 IEEE Military Communications Conference (MILCOM)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Interoperability; Encryption; Enhanced Data Rates for GSM Evolution; Context (archaeology); Overhead (engineering); Network topology; Computer network; Computer security; Distributed computing; Telecommunications; Operating system","score_opus":0.04488398037828174,"score_gpt":0.28818704640891735,"score_spread":0.24330306603063562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320031251","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07540558,0.000549838,0.91915303,0.0003856022,0.000077572535,0.00008979635,0.000080579324,0.00032224078,0.003935789],"genre_scores_gemma":[0.95614314,0.00030036332,0.04206212,0.00006137421,0.000024974517,0.00004901001,0.000053551856,0.000011493335,0.0012940526],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991579,0.0002774689,0.00007719928,0.00012129316,0.00024467733,0.000121553014],"domain_scores_gemma":[0.9991008,0.00026917332,0.00012048098,0.00030070578,0.00016031128,0.00004853983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009252928,0.00025917677,0.00047006476,0.00033996216,0.0005524963,0.0012505095,0.0007068315,0.00046771552,0.00063016143],"category_scores_gemma":[0.0013712699,0.00015020074,0.0004277095,0.00041658306,0.0005136935,0.0029973313,0.0013262844,0.0009305878,0.00021062604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006218324,0.00034829683,0.0041880026,0.00019853115,0.00015462817,0.0010894386,0.00085738517,0.48819205,0.06483051,0.30902162,0.004112871,0.12638475],"study_design_scores_gemma":[0.000017992641,0.00007848796,0.0003274345,0.000014334111,0.000024111187,0.00026092757,0.000069282956,0.9675994,0.00800473,0.020284131,0.0032993304,0.000019757581],"about_ca_topic_score_codex":0.0012282442,"about_ca_topic_score_gemma":0.0011453338,"teacher_disagreement_score":0.0012505095,"about_ca_system_score_codex":0.0007805642,"about_ca_system_score_gemma":0.0008314411,"threshold_uncertainty_score":0.0056634545},"labels":[],"label_agreement":null},{"id":"W4324145714","doi":"10.21203/rs.3.rs-2281744/v1","title":"The Impact of Diverse Jamming Schemes against LTE-based Remote Detonation Devices","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Jamming; Waveform; Computer science; Detonation; Transmitter; Electronic engineering; Synchronization (alternating current); Software; Channel (broadcasting); Computer network; Engineering; Telecommunications; Physics","score_opus":0.1160564014841961,"score_gpt":0.4248819712789701,"score_spread":0.308825569794774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324145714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609632,0.001339178,0.027670404,0.0006008202,0.00016550609,0.000038738828,0.00012063964,0.0002943602,0.00880719],"genre_scores_gemma":[0.99885225,0.00007872581,0.00061975844,0.000042509913,0.0000111881,0.0000031858604,0.00001828487,0.0000069765797,0.0003670519],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975478,0.0007227755,0.00007459233,0.00019044022,0.0006816286,0.0007827314],"domain_scores_gemma":[0.9858106,0.009863329,0.00096709945,0.0011984744,0.0017319934,0.00042864672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017502877,0.00093574903,0.0005801772,0.00083585177,0.0011679338,0.0010749748,0.0007338955,0.0014760224,0.0027214459],"category_scores_gemma":[0.011247053,0.00022906838,0.00038872758,0.00051297544,0.00088950817,0.0013182503,0.0014500307,0.000842884,0.00038753264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016780272,0.00063087675,0.01982808,0.00070305256,0.0006713964,0.0011962726,0.0005991717,0.5795668,0.20521805,0.012661291,0.0028566872,0.15928803],"study_design_scores_gemma":[0.00031463642,0.0065910416,0.029821776,0.0001767005,0.0007780103,0.0020047887,0.0013688431,0.82586783,0.12439284,0.0060821315,0.0024330649,0.00016841643],"about_ca_topic_score_codex":0.0014042471,"about_ca_topic_score_gemma":0.0017739538,"teacher_disagreement_score":0.0027214459,"about_ca_system_score_codex":0.0008755816,"about_ca_system_score_gemma":0.00047952478,"threshold_uncertainty_score":0.009256542},"labels":[],"label_agreement":null},{"id":"W4328028703","doi":"10.1109/qrs57517.2022.00064","title":"SAS-GKE: A Secure Authenticated Scalable Group Key Exchange","year":2022,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; Scalability; Key (lock); Authentication (law); Computer security; Key exchange; Communication in small groups; The Internet; Computer network; Public-key cryptography; World Wide Web; Encryption; Database","score_opus":0.011230912318155182,"score_gpt":0.21223842007676455,"score_spread":0.20100750775860937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328028703","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01423949,0.00026562167,0.9784201,0.0002560935,0.00012982,0.0004953806,0.00014533382,0.0029802895,0.0030679256],"genre_scores_gemma":[0.62165123,0.00041272878,0.36972383,0.00030794792,0.00013211988,0.00061891903,0.0006447553,0.0001340531,0.006374345],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99657816,0.00091459765,0.00027271974,0.0005030338,0.0012951365,0.00043623112],"domain_scores_gemma":[0.9975948,0.00047770303,0.00027693124,0.0010516174,0.0004067293,0.0001922184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019108223,0.0006783227,0.0009986488,0.0008923022,0.00093031337,0.0011910774,0.0023206838,0.0011657387,0.0031742682],"category_scores_gemma":[0.0041787187,0.00034356554,0.0007968894,0.0011158958,0.0013638221,0.0037535462,0.005036967,0.0015574499,0.0016813572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002696532,0.0005718012,0.002361113,0.000812242,0.00035898274,0.0022661302,0.0011585386,0.12743045,0.15482521,0.22413029,0.022881752,0.46050698],"study_design_scores_gemma":[0.0005771383,0.0009715456,0.0009900858,0.00007891958,0.000102515354,0.0020227036,0.00030439268,0.81304187,0.059666306,0.07171241,0.05032084,0.00021134643],"about_ca_topic_score_codex":0.000716526,"about_ca_topic_score_gemma":0.0008313436,"teacher_disagreement_score":0.0031742682,"about_ca_system_score_codex":0.00065787276,"about_ca_system_score_gemma":0.0019216066,"threshold_uncertainty_score":0.010618985},"labels":[],"label_agreement":null},{"id":"W4382653288","doi":"10.1002/9781119873747.ch4","title":"A Case Study and Detailed Implementation","year":2023,"lang":"en","type":"other","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Python (programming language); Computer science; Hyperparameter; Reinforcement learning; Markov decision process; Artificial intelligence; Machine learning; Process (computing); Jamming; Wireless network; Deep learning; Wireless; Markov process; Programming language; Mathematics; Telecommunications","score_opus":0.028065943947018234,"score_gpt":0.3137732327603561,"score_spread":0.2857072888133379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382653288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20658119,0.0011075105,0.54344374,0.009524082,0.00074388337,0.0029919674,0.0038765897,0.009420531,0.22231062],"genre_scores_gemma":[0.5643109,0.00096755207,0.357892,0.0011775591,0.00006827744,0.0014813283,0.0021981318,0.0008716597,0.07103258],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9986058,0.0005447885,0.00007719724,0.0001633457,0.00039318268,0.00021578954],"domain_scores_gemma":[0.9983481,0.0007273384,0.00006572023,0.0002922121,0.00034903173,0.00021759993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017221441,0.0005895894,0.00032933443,0.0005170834,0.00112569,0.0016546304,0.0015118424,0.0017856795,0.021942018],"category_scores_gemma":[0.0054040183,0.0002808976,0.00052402384,0.0006573805,0.0007804084,0.0016689308,0.0017865067,0.0013644438,0.004204052],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009856827,0.0022514828,0.013675369,0.001262068,0.00011007548,0.010717444,0.0021898944,0.25218156,0.015735747,0.19908462,0.10805406,0.393752],"study_design_scores_gemma":[0.00044512583,0.0008351034,0.0030373796,0.00040046274,0.0000654131,0.0037557872,0.0022598857,0.5124624,0.021456534,0.06030057,0.39486903,0.000112378395],"about_ca_topic_score_codex":0.0067500006,"about_ca_topic_score_gemma":0.0077594826,"teacher_disagreement_score":0.021942018,"about_ca_system_score_codex":0.0011626713,"about_ca_system_score_gemma":0.0017717058,"threshold_uncertainty_score":0.07340336},"labels":[],"label_agreement":null},{"id":"W4386446935","doi":"10.1109/iccc57788.2023.10233365","title":"An Efficient Dynamic Key Management Scheme for IoT Devices in Aging in Place Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research and Productivity Council; University of New Brunswick","funders":"","keywords":"Computer science; Scheme (mathematics); Key (lock); Computer security; Limiting; Bloom filter; Security analysis; Key management; Computer network; Engineering; Cryptography; Mathematics","score_opus":0.013159282438036924,"score_gpt":0.2773817219907921,"score_spread":0.26422243955275515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386446935","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10380959,0.0015479196,0.8869324,0.0007600624,0.0002585997,0.0005803168,0.00030493285,0.0010097647,0.0047964896],"genre_scores_gemma":[0.9307494,0.00040245292,0.064905606,0.0001513983,0.000066403685,0.00014811996,0.0001866772,0.000014242418,0.0033758148],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998495,0.0003376885,0.00015332573,0.00024379641,0.00042507393,0.0003451277],"domain_scores_gemma":[0.99833906,0.00034332252,0.00032275307,0.00051793805,0.00035192136,0.00012500974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010679628,0.0005462083,0.000985618,0.0009960624,0.0017819725,0.0011625268,0.0014128038,0.0008638539,0.0015584552],"category_scores_gemma":[0.0027337787,0.0002595977,0.00048670336,0.001583544,0.00072041596,0.0041277143,0.0029904053,0.00083811994,0.0005883849],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003203248,0.0006700061,0.0046134293,0.0009929708,0.00028235826,0.0012994342,0.0018784639,0.081729345,0.23825885,0.21593519,0.013004041,0.4381327],"study_design_scores_gemma":[0.0004441277,0.0015542541,0.0023513632,0.00012226494,0.00027566627,0.0029716236,0.00085688225,0.79051244,0.104779705,0.054900188,0.040924683,0.00030689148],"about_ca_topic_score_codex":0.0010582715,"about_ca_topic_score_gemma":0.0011200518,"teacher_disagreement_score":0.0017819725,"about_ca_system_score_codex":0.0013666066,"about_ca_system_score_gemma":0.002006601,"threshold_uncertainty_score":0.0099154115},"labels":[],"label_agreement":null},{"id":"W4388040768","doi":"10.1109/pimrc56721.2023.10293793","title":"Defeating Proactive Jammers Using Deep Reinforcement Learning for Resource-Constrained IoT Networks","year":2023,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Jamming; Computer science; Reinforcement learning; Robustness (evolution); Internet of Things; Distributed computing; Artificial intelligence; Computer security","score_opus":0.032305982831193465,"score_gpt":0.2686205906995834,"score_spread":0.23631460786838993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388040768","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21217969,0.0003078006,0.78351,0.0004597823,0.000049720773,0.000052765754,0.000023111877,0.0004940213,0.0029231426],"genre_scores_gemma":[0.98568183,0.00004747545,0.013671105,0.000073875766,0.0000074951345,0.000019655905,0.000012547321,0.000008990593,0.00047690846],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999782,0.00007711074,0.000010026467,0.000032405584,0.000046255172,0.00005216161],"domain_scores_gemma":[0.99884295,0.0006746173,0.00019254776,0.00006511356,0.00015899749,0.000065832246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009616755,0.0005246421,0.00048701497,0.00024014984,0.00024765162,0.00038745007,0.0006743029,0.0004922746,0.00056924473],"category_scores_gemma":[0.002820756,0.00023264666,0.0002313842,0.0001365545,0.0007184774,0.00060568075,0.0006502886,0.00083212584,0.00008472713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003461986,0.000036413025,0.0006803573,0.000014614556,0.000014863103,0.000020820677,0.000017742432,0.9860741,0.001246969,0.0011229087,0.00012997359,0.010606668],"study_design_scores_gemma":[0.000002559762,0.00001606646,0.000053287145,0.000001011929,0.0000017937377,0.0000022716742,0.0000017024751,0.99924576,0.0001834201,0.00045925574,0.00003175449,0.0000010851891],"about_ca_topic_score_codex":0.0042185853,"about_ca_topic_score_gemma":0.003984907,"teacher_disagreement_score":0.0042185853,"about_ca_system_score_codex":0.00065550074,"about_ca_system_score_gemma":0.0007204277,"threshold_uncertainty_score":0.008388042},"labels":[],"label_agreement":null},{"id":"W4390196536","doi":"10.18280/ijsse.130613","title":"Digital Incontrovertible Multi Level Key Set Based Node Authentication Model for Malicious Node Detection for Secure Data Transmission in WSN","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Node (physics); Computer network; Computer science; Key (lock); Computer security; Transmission (telecommunications); Authentication (law); Set (abstract data type); Data transmission; Engineering; Telecommunications","score_opus":0.041696771808562384,"score_gpt":0.2817185174123818,"score_spread":0.24002174560381942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390196536","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019399649,0.0005937724,0.97403944,0.0002935963,0.00011335274,0.000111664034,0.00007475864,0.0003377549,0.0050359876],"genre_scores_gemma":[0.94774234,0.00079336,0.04712364,0.00010934495,0.000042564487,0.00013324314,0.000102464895,0.00002432446,0.003928601],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99878603,0.00033400892,0.00009048612,0.00023128952,0.00042038708,0.00013777868],"domain_scores_gemma":[0.998966,0.00035443256,0.00020054556,0.00018878253,0.00023991315,0.000050347022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009608434,0.00056557613,0.00063121243,0.00064031733,0.00050745683,0.0011093329,0.0018854836,0.0008260419,0.002303277],"category_scores_gemma":[0.0026874372,0.00021531082,0.0007696702,0.0005966995,0.0009778911,0.0025829133,0.0013948452,0.0011641191,0.00075049174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040905812,0.00012075557,0.0016388845,0.00035691413,0.00007525794,0.0005385602,0.00033177188,0.7559402,0.022227699,0.12968218,0.0027144765,0.0859642],"study_design_scores_gemma":[0.0000106286725,0.00009699133,0.00013291754,0.000015408672,0.000016141143,0.00013293502,0.00002115353,0.98769826,0.001894877,0.00841171,0.001552731,0.000016211367],"about_ca_topic_score_codex":0.0014918012,"about_ca_topic_score_gemma":0.0014620514,"teacher_disagreement_score":0.002303277,"about_ca_system_score_codex":0.0011789134,"about_ca_system_score_gemma":0.0011665485,"threshold_uncertainty_score":0.008553684},"labels":[],"label_agreement":null},{"id":"W4390691512","doi":"10.1109/tnsm.2024.3352014","title":"Multi-Agent Deep Reinforcement Learning for Packet Routing in Tactical Mobile Sensor Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Network and Service Management","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Computer network; Network packet; Wireless sensor network; Reinforcement learning; Source routing; Routing protocol; Intrusion detection system; Packet forwarding; Jamming; Distributed computing; Link-state routing protocol; Computer security; Artificial intelligence","score_opus":0.016666668081750595,"score_gpt":0.25422665743417794,"score_spread":0.23755998935242734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390691512","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051718783,0.00074091536,0.9448448,0.00045579983,0.00007820004,0.00003993991,0.000036750116,0.0004989788,0.0015859631],"genre_scores_gemma":[0.95495766,0.00017872425,0.04312921,0.00014427364,0.000029307335,0.000072940355,0.0000566757,0.000029647712,0.0014016419],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996037,0.00015016591,0.00002370705,0.00008132037,0.00007263391,0.00006841602],"domain_scores_gemma":[0.9987388,0.00079779053,0.00014873316,0.00006084474,0.00018809273,0.00006578948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322356,0.00079102145,0.0010305116,0.00034035943,0.00030826344,0.0005794745,0.00121977,0.00084133336,0.0008222504],"category_scores_gemma":[0.0032000928,0.00036256172,0.00038242695,0.00034694537,0.0006944259,0.00079561357,0.00083082926,0.0013881492,0.00013054753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029183575,0.000032188014,0.00034360663,0.000022117416,0.000021124439,0.000019829517,0.000016481457,0.9808132,0.0003906876,0.0019919586,0.00028397606,0.016035654],"study_design_scores_gemma":[0.0000018060979,0.00000632101,0.000014885481,7.252435e-7,0.0000010971193,0.0000010313452,9.14457e-7,0.9994209,0.000046455396,0.0004802252,0.000024996862,6.483729e-7],"about_ca_topic_score_codex":0.007614631,"about_ca_topic_score_gemma":0.0073317303,"teacher_disagreement_score":0.007614631,"about_ca_system_score_codex":0.0011195985,"about_ca_system_score_gemma":0.0012053244,"threshold_uncertainty_score":0.015140653},"labels":[],"label_agreement":null},{"id":"W4391556683","doi":"10.1109/wcnc57260.2024.10571262","title":"DRL-based Dynamic Channel Access and SCLAR Maximization for Networks under Jamming","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; École de Technologie Supérieure","funders":"","keywords":"Jamming; Channel (broadcasting); Maximization; Computer science; Computer network; Computer security; Mathematical optimization; Physics; Mathematics","score_opus":0.026015005077755102,"score_gpt":0.29419740568675284,"score_spread":0.26818240060899773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391556683","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052271444,0.0005231927,0.9414852,0.000733237,0.000043767588,0.000066716406,0.00007193985,0.00050863787,0.0042958744],"genre_scores_gemma":[0.9579921,0.00013976409,0.038918134,0.00024876822,0.000029547746,0.00008323257,0.000058068363,0.00006335938,0.002467003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992588,0.00030190859,0.000026006977,0.00013219619,0.00011265426,0.00016843645],"domain_scores_gemma":[0.9966732,0.0022992732,0.00034273596,0.00012668854,0.0003636047,0.00019443134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002412555,0.0009287401,0.001381112,0.00052862853,0.00037370602,0.0008575582,0.0015913924,0.0013577932,0.0019840242],"category_scores_gemma":[0.006314311,0.0005209049,0.00034498982,0.00046050712,0.0017521332,0.0014922284,0.0016158597,0.0015672365,0.0002948292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051464227,0.000037467165,0.00033369433,0.000034771896,0.000014902087,0.000031842337,0.000025418733,0.98432344,0.0005078259,0.0044876775,0.00049170427,0.009659814],"study_design_scores_gemma":[0.0000037945701,0.000009797517,0.000019008421,0.0000020275377,0.0000014212685,0.0000033727952,0.000002336229,0.9986505,0.00008386453,0.0011828875,0.000039680705,0.0000013603744],"about_ca_topic_score_codex":0.0049431613,"about_ca_topic_score_gemma":0.0040966324,"teacher_disagreement_score":0.0049431613,"about_ca_system_score_codex":0.0018843602,"about_ca_system_score_gemma":0.001729216,"threshold_uncertainty_score":0.013672054},"labels":[],"label_agreement":null},{"id":"W4392378089","doi":"10.18280/ijsse.140111","title":"Network Master Node Assessed Trust Factor with Arbitrary Neighbor Assessment for Secure Route Detection in 6G Enabled Wireless Sensor Networks","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Node (physics); Wireless sensor network; Computer network; Computer science; Wireless; Wireless network; Computer security; Engineering; Telecommunications","score_opus":0.007817429968530819,"score_gpt":0.22734958249523562,"score_spread":0.2195321525267048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392378089","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052915145,0.00065206096,0.94306964,0.00027466213,0.00008241876,0.00009921265,0.000051569306,0.00025079754,0.0026044035],"genre_scores_gemma":[0.9576678,0.00026428135,0.040739883,0.000044984652,0.0000321881,0.00004954895,0.00005080501,0.000014621073,0.0011359063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983529,0.00054933655,0.000082931634,0.0002789818,0.00058095966,0.00015490965],"domain_scores_gemma":[0.99838996,0.00059294596,0.00028368688,0.00016575708,0.0004856139,0.000082042316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014626962,0.0006045982,0.00070893025,0.0007231475,0.0005743878,0.00080033974,0.0012686646,0.00062945555,0.0006726563],"category_scores_gemma":[0.0059895064,0.00018692724,0.00069402467,0.0006069197,0.0007377766,0.00216102,0.0007869517,0.00074939,0.00016765003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004520717,0.000107142914,0.009314706,0.0001997134,0.00015064006,0.00038055348,0.0003675345,0.7663516,0.011688078,0.044038363,0.0020553358,0.16489428],"study_design_scores_gemma":[0.000007768071,0.000108489345,0.0006221911,0.000009695544,0.000028169408,0.00011654803,0.000038602946,0.990724,0.0016044485,0.005884078,0.00083678507,0.000019173884],"about_ca_topic_score_codex":0.0057236273,"about_ca_topic_score_gemma":0.006470463,"teacher_disagreement_score":0.0057236273,"about_ca_system_score_codex":0.0014064735,"about_ca_system_score_gemma":0.0010742765,"threshold_uncertainty_score":0.011380613},"labels":[],"label_agreement":null},{"id":"W4393025023","doi":"10.1371/journal.pone.0295190","title":"TurboBlom: A light and resilient key predistribution scheme with application to Internet of Things","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Overhead (engineering); Resilience (materials science); Computer network; Node (physics); Key (lock); Distributed computing; Routing protocol; Routing (electronic design automation); Computer security; Engineering","score_opus":0.011277958917574027,"score_gpt":0.20487594640993692,"score_spread":0.1935979874923629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393025023","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017563412,0.0014374361,0.9691593,0.0008490341,0.0004926088,0.00023206077,0.00011775238,0.0019893413,0.008159087],"genre_scores_gemma":[0.7096719,0.0019415775,0.27583078,0.0012972946,0.0003073767,0.00030863448,0.00026163433,0.00021976126,0.010160981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991283,0.00023815384,0.00005045394,0.000097894386,0.00034801,0.00013714762],"domain_scores_gemma":[0.9985623,0.0004778463,0.00022562424,0.000354397,0.0002696591,0.00011025302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011243959,0.0006849585,0.00071273424,0.0010259701,0.0010246221,0.00091330044,0.0014028009,0.0013054674,0.0028684922],"category_scores_gemma":[0.0038631286,0.00032150612,0.0006822122,0.0011430096,0.0016861534,0.002456711,0.0027026357,0.0020231602,0.0012203458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010454144,0.00019364899,0.0007615553,0.00075300963,0.00012340138,0.001731117,0.0006967811,0.13407122,0.08864551,0.3938624,0.019855969,0.35826],"study_design_scores_gemma":[0.00019268306,0.0009323283,0.0003808269,0.00017784956,0.000066368666,0.0024286215,0.000113069094,0.77962536,0.03566199,0.13544367,0.044747885,0.00022936279],"about_ca_topic_score_codex":0.0006861659,"about_ca_topic_score_gemma":0.00069352216,"teacher_disagreement_score":0.0028684922,"about_ca_system_score_codex":0.0007582718,"about_ca_system_score_gemma":0.0011444385,"threshold_uncertainty_score":0.009596109},"labels":[],"label_agreement":null},{"id":"W4395080236","doi":"10.18280/ria.380214","title":"Artificial Intelligence-Based Classification of Trusted and Untrusted Sensor Nodes in WBAN Using Multi Layered Stacked Naïve Bayes Method for Resilient Infrastructure","year":2024,"lang":"en","type":"article","venue":"Revue d intelligence artificielle","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Bayes' theorem; Naive Bayes classifier; Artificial intelligence; Pattern recognition (psychology); Embedded system; Data mining; Bayesian probability; Support vector machine","score_opus":0.07631965324073031,"score_gpt":0.3426177186640209,"score_spread":0.2662980654232906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395080236","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1493453,0.000780008,0.8454833,0.0005386135,0.00022355083,0.0001193255,0.00014009347,0.0005797407,0.0027900506],"genre_scores_gemma":[0.89992255,0.00029157597,0.096941225,0.00019634192,0.00010866032,0.000073090916,0.0002473464,0.00002586924,0.0021933466],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989843,0.00027899988,0.00010950097,0.00021055718,0.0002519386,0.00016466316],"domain_scores_gemma":[0.99813074,0.0008621866,0.0002099628,0.00012151714,0.00057890266,0.000096685864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017969299,0.0007571854,0.0008308142,0.0012784306,0.00063321955,0.0012277997,0.00094989425,0.0010568339,0.00083183404],"category_scores_gemma":[0.004452626,0.0003142992,0.000852743,0.0005830575,0.0005041737,0.0012326128,0.0006029024,0.00084812567,0.00038651304],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065689074,0.0003813277,0.035323955,0.00023135512,0.0003347725,0.00045423253,0.0005386098,0.44235408,0.012842532,0.006849494,0.0039149695,0.4961178],"study_design_scores_gemma":[0.000005163042,0.000042368105,0.0014313869,0.000018232517,0.000026718655,0.000047936468,0.000063819156,0.99446315,0.00136165,0.0022838623,0.0002440624,0.000011634186],"about_ca_topic_score_codex":0.006042949,"about_ca_topic_score_gemma":0.0052397787,"teacher_disagreement_score":0.006042949,"about_ca_system_score_codex":0.00061440753,"about_ca_system_score_gemma":0.0008756162,"threshold_uncertainty_score":0.012015581},"labels":[],"label_agreement":null},{"id":"W4396799150","doi":"10.1504/ijahuc.2024.10064040","title":"Energy Efficient Random Forest Classifier-Based Secure Routing for Opportunistic Internet of Things","year":2024,"lang":"en","type":"article","venue":"International Journal of Ad Hoc and Ubiquitous Computing","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Random forest; Internet of Things; Classifier (UML); Computer network; The Internet; Computer security; Artificial intelligence; World Wide Web","score_opus":0.016055544782703088,"score_gpt":0.26262597609873334,"score_spread":0.24657043131603024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396799150","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09782454,0.0007704842,0.8966717,0.0004512124,0.00018457291,0.00016207015,0.00024004528,0.0013373784,0.0023579467],"genre_scores_gemma":[0.8970883,0.00024784636,0.10058473,0.00011688212,0.00005698618,0.00009232479,0.00041963934,0.000037191407,0.0013560083],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995109,0.00009249924,0.000029351811,0.00008848843,0.00017642319,0.00010231811],"domain_scores_gemma":[0.99889225,0.0005110609,0.00014337577,0.00011088893,0.0003011475,0.000041254625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012078823,0.00057887,0.0008650252,0.00065980986,0.00065431575,0.00049630005,0.000958012,0.0006644008,0.00068387244],"category_scores_gemma":[0.0024446493,0.00018304934,0.0005088933,0.00054104096,0.0003093297,0.0010420583,0.00046748552,0.00063332275,0.0002500656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027104444,0.00021532034,0.0035911407,0.00008208412,0.000088275134,0.0002060631,0.000059317317,0.7322058,0.008709893,0.006205497,0.0056699417,0.2426956],"study_design_scores_gemma":[0.000006122128,0.000048826092,0.0002491733,0.0000027779479,0.0000089457835,0.000038947048,0.0000073419596,0.9970541,0.00081103016,0.0014603138,0.00030721058,0.0000051699867],"about_ca_topic_score_codex":0.005682625,"about_ca_topic_score_gemma":0.007931695,"teacher_disagreement_score":0.005682625,"about_ca_system_score_codex":0.0006760735,"about_ca_system_score_gemma":0.001011444,"threshold_uncertainty_score":0.011299074},"labels":[],"label_agreement":null},{"id":"W4399475881","doi":"10.1049/2024/7557514","title":"PATS: Let Parties Have a Say in Threshold Group Key Sharing","year":2024,"lang":"en","type":"article","venue":"IET Information Security","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"ASELSAN","keywords":"Key (lock); Group (periodic table); Group key; Computer science; Mathematics; Theoretical computer science; Computer network; Computer security; Chemistry","score_opus":0.014448008385103567,"score_gpt":0.24499480604170545,"score_spread":0.23054679765660188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399475881","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024050528,0.00028251836,0.95071435,0.0016104872,0.00021054009,0.00044003528,0.00013337142,0.0010300677,0.021528129],"genre_scores_gemma":[0.6635406,0.0004403196,0.31582096,0.0008490418,0.00017936296,0.00075108116,0.0002193131,0.00016114234,0.018038195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967192,0.0009755246,0.00023465075,0.0005586748,0.0009846317,0.0005272613],"domain_scores_gemma":[0.99590296,0.0010261035,0.00042925886,0.0020250443,0.00036576908,0.00025077738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033433344,0.000535827,0.00077900855,0.0006937869,0.0017565315,0.0028578695,0.0021477675,0.00234107,0.008209736],"category_scores_gemma":[0.0068953633,0.00050881103,0.0014814467,0.0012880057,0.0044197924,0.010965606,0.006623109,0.0029417132,0.0023506584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002509462,0.000058322512,0.00042024622,0.00012633529,0.000025421285,0.00028595893,0.0004915899,0.007356524,0.005802222,0.9561478,0.0028703883,0.02616424],"study_design_scores_gemma":[0.00017329317,0.00035720656,0.00024515914,0.00007294777,0.000048286023,0.0011475731,0.0002345318,0.114487566,0.020041488,0.80036134,0.06274241,0.00008820798],"about_ca_topic_score_codex":0.0005917913,"about_ca_topic_score_gemma":0.0002883295,"teacher_disagreement_score":0.008209736,"about_ca_system_score_codex":0.0010713775,"about_ca_system_score_gemma":0.0016420409,"threshold_uncertainty_score":0.02746427},"labels":[],"label_agreement":null},{"id":"W4399855308","doi":"10.18280/isi.290333","title":"Node Clone Detection Protocols for Protect the WSNs: A Survey","year":2024,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Node (physics); clone (Java method); Computer science; Computer network; Computational biology; Biology; Gene; Engineering; Genetics","score_opus":0.04783709660648677,"score_gpt":0.2907888303117555,"score_spread":0.24295173370526874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399855308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007133779,0.8711978,0.10020039,0.0016043679,0.0010393934,0.0005482936,0.0002841465,0.0006157427,0.017376054],"genre_scores_gemma":[0.036670715,0.8969625,0.057759833,0.001185808,0.0006238599,0.00054883154,0.00070704985,0.00017027961,0.0053711575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967539,0.0005838402,0.00047918013,0.00049914815,0.001448505,0.00023530163],"domain_scores_gemma":[0.99469084,0.0032433555,0.00036869934,0.0006063302,0.00096009095,0.00013070373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032238034,0.0016113949,0.0018895305,0.0049431496,0.0009924783,0.0030132816,0.0029261906,0.0020647114,0.002914511],"category_scores_gemma":[0.007560471,0.0013728968,0.0014404565,0.0054425853,0.001124775,0.0083315065,0.0018593133,0.0028892513,0.0018135512],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013191103,0.00024041197,0.0020958222,0.013329405,0.00016695436,0.00031777055,0.0007264946,0.007826576,0.007573392,0.037128877,0.022336725,0.90812576],"study_design_scores_gemma":[0.00003424435,0.00092706847,0.0028497118,0.011103892,0.00037423745,0.0060084085,0.0013027946,0.015022921,0.014329627,0.020614658,0.927214,0.00021838592],"about_ca_topic_score_codex":0.0014340737,"about_ca_topic_score_gemma":0.00068554847,"teacher_disagreement_score":0.0049431496,"about_ca_system_score_codex":0.0012910628,"about_ca_system_score_gemma":0.0021349632,"threshold_uncertainty_score":0.017049313},"labels":[],"label_agreement":null},{"id":"W4400646890","doi":"10.1109/lcomm.2024.3428973","title":"Federated Learning-Enabled Smart Jammer Detection in Terrestrial and Non-Terrestrial Heterogeneous Joint Sensing and Communication Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Communications Letters","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Joint (building); Terrestrial plant; Telecommunications; Computer network; Engineering","score_opus":0.023107031652175602,"score_gpt":0.24935418669771406,"score_spread":0.22624715504553847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400646890","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032562718,0.00010327749,0.96592426,0.000102088874,0.000027957974,0.000014736555,0.000020223826,0.0002855251,0.000959173],"genre_scores_gemma":[0.91422474,0.00006548952,0.08410601,0.0001171568,0.000031623153,0.000027906293,0.000053642485,0.00001984793,0.001353621],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958545,0.00009216132,0.00001790849,0.00012246124,0.00010047175,0.00008161147],"domain_scores_gemma":[0.9993893,0.00024997393,0.00010343356,0.00009022737,0.00012209172,0.000044936194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007341596,0.00047708084,0.00052269443,0.00036211405,0.00033212866,0.0005469736,0.00089198054,0.0008344404,0.0005736483],"category_scores_gemma":[0.00177106,0.0001799216,0.0003691565,0.0003223907,0.00072061445,0.0010395587,0.0010880801,0.00067935546,0.00014599059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019112634,0.00008714916,0.001844711,0.00005560996,0.000055723514,0.00018312014,0.000092605915,0.81431615,0.016650762,0.010604494,0.0007878878,0.15513067],"study_design_scores_gemma":[0.0000024200883,0.000024058982,0.00013560263,0.0000018869358,0.000003819014,0.000025239602,0.000009387594,0.9957547,0.0017823261,0.0020559388,0.00020121144,0.0000034210575],"about_ca_topic_score_codex":0.0018479141,"about_ca_topic_score_gemma":0.0022971674,"teacher_disagreement_score":0.0018479141,"about_ca_system_score_codex":0.0004631399,"about_ca_system_score_gemma":0.0006129868,"threshold_uncertainty_score":0.0038827062},"labels":[],"label_agreement":null},{"id":"W4400727319","doi":"10.1109/iwcmc61514.2024.10592368","title":"xG Security: Zero-Trust and Moving Target Defense in Decentralized Learning Environment","year":2024,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Zero (linguistics); Computer security; Computer science","score_opus":0.006762881283447431,"score_gpt":0.21111113583950986,"score_spread":0.20434825455606243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400727319","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042601988,0.000106278756,0.9516779,0.0007509113,0.000036487294,0.00006867449,0.000023297924,0.00045659146,0.0042778496],"genre_scores_gemma":[0.94601274,0.000082402985,0.051657703,0.0001563106,0.000022558981,0.000068971254,0.000028550396,0.000028832417,0.0019419767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99766773,0.0007721544,0.000112701986,0.000499605,0.0005539461,0.00039378143],"domain_scores_gemma":[0.9962179,0.001351332,0.0005139416,0.0011089257,0.0004655473,0.00034229492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032484897,0.00045284157,0.00063663797,0.0005240851,0.001261417,0.0022993914,0.0013643308,0.0017002044,0.0011645122],"category_scores_gemma":[0.0064969403,0.00025749477,0.000566833,0.0003915878,0.002943024,0.004279629,0.0051054466,0.0017820963,0.0002964612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045522465,0.00018494386,0.0036305569,0.00013969059,0.00009726247,0.0006761799,0.0012280708,0.31299138,0.0112547465,0.582676,0.0031550361,0.08351089],"study_design_scores_gemma":[0.000034893994,0.00014115272,0.00037386394,0.000024503575,0.000016921105,0.000194837,0.0002002692,0.78658396,0.0046707466,0.20382869,0.0039079012,0.000022273282],"about_ca_topic_score_codex":0.0014417294,"about_ca_topic_score_gemma":0.00093289063,"teacher_disagreement_score":0.0032484897,"about_ca_system_score_codex":0.0012837579,"about_ca_system_score_gemma":0.0019804442,"threshold_uncertainty_score":0.017179847},"labels":[],"label_agreement":null},{"id":"W4403183286","doi":"10.1109/tnet.2024.3470649","title":"Distributed Stable Multi-Source Dynamic Broadcasting for Wireless Multi-Hop Networks Under SINR-Based Adversarial Channel Jamming","year":2024,"lang":"en","type":"article","venue":"IEEE/ACM Transactions on Networking","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Science Foundation of Shandong Province; Simon Fraser University; National Natural Science Foundation of China","keywords":"Jamming; Computer science; Computer network; Adversarial system; Hop (telecommunications); Broadcasting (networking); Wireless network; Wireless; Channel (broadcasting); Distributed computing; Telecommunications; Artificial intelligence","score_opus":0.037559570009831816,"score_gpt":0.27928787821002277,"score_spread":0.24172830820019095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403183286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025885701,0.00016010244,0.97273535,0.00008582377,0.000016944274,0.00002482847,0.000013742295,0.00020085521,0.000876582],"genre_scores_gemma":[0.95366716,0.0002420557,0.045111626,0.00004832018,0.000026092946,0.000067799534,0.000044291894,0.000027949258,0.00076459534],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993686,0.00015660962,0.000025212963,0.000115322066,0.00024219858,0.00009201197],"domain_scores_gemma":[0.998613,0.00081976526,0.00020374283,0.00009733909,0.0002048069,0.00006145602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085211836,0.00064146164,0.0006353181,0.0005629033,0.00051258365,0.00054109585,0.0010404959,0.00048744873,0.00041824568],"category_scores_gemma":[0.003119089,0.00026067608,0.000489711,0.0005439361,0.0007444215,0.00072337873,0.0009775232,0.00077358464,0.00010982094],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008564194,0.000023887764,0.00049063406,0.000057084388,0.000025955009,0.00008837272,0.000098193,0.9637335,0.006578929,0.012124719,0.0003734434,0.016319664],"study_design_scores_gemma":[0.0000051257334,0.000019629972,0.000044623466,0.0000013428602,0.000004788095,0.000016245922,0.000007287221,0.9978617,0.00056632963,0.0014000841,0.00007019112,0.0000025984154],"about_ca_topic_score_codex":0.0026140658,"about_ca_topic_score_gemma":0.0017805166,"teacher_disagreement_score":0.0026140658,"about_ca_system_score_codex":0.0008970914,"about_ca_system_score_gemma":0.0009570846,"threshold_uncertainty_score":0.006508887},"labels":[],"label_agreement":null},{"id":"W4405488082","doi":"10.1109/jiot.2024.3519458","title":"EdgeCrypt Tracker: Object Tracking With Differential Encryption for IoAAV Surveillance","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Nuclear Safety Commission","keywords":"Computer science; Computer vision; Encryption; Tracking (education); Video tracking; Differential (mechanical device); Artificial intelligence; Object (grammar); Computer security","score_opus":0.015542187642148968,"score_gpt":0.2546454649711072,"score_spread":0.23910327732895822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405488082","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028985329,0.00065033796,0.96544826,0.00009969423,0.00012389176,0.00007007973,0.000089777925,0.0018448371,0.0026878146],"genre_scores_gemma":[0.54595256,0.00064137706,0.44660005,0.0002677246,0.00007173714,0.00008079142,0.0005413049,0.00015545829,0.0056890687],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996754,0.000037024158,0.000017146029,0.000067229426,0.00016679034,0.00003635163],"domain_scores_gemma":[0.9997012,0.00006112198,0.000044926608,0.00007531508,0.00009779652,0.00001951868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047503354,0.00045421137,0.00040103332,0.0005868221,0.00028907543,0.0006292336,0.0007373467,0.0005315596,0.0009165145],"category_scores_gemma":[0.0010204936,0.00017685724,0.00027506004,0.0004163857,0.00027464182,0.0010513539,0.0006717197,0.0005616318,0.00048054976],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005457788,0.000113705864,0.006446175,0.00012288452,0.000093978415,0.00035301698,0.00016418788,0.042289365,0.13799259,0.01360159,0.008556857,0.7897199],"study_design_scores_gemma":[0.000041987863,0.0002648991,0.0024449765,0.000027621556,0.000040015075,0.0007624502,0.000032334254,0.854349,0.12437045,0.002940214,0.014684304,0.000041688574],"about_ca_topic_score_codex":0.0017640808,"about_ca_topic_score_gemma":0.0025260635,"teacher_disagreement_score":0.0017640808,"about_ca_system_score_codex":0.0005574506,"about_ca_system_score_gemma":0.0005521733,"threshold_uncertainty_score":0.0040445924},"labels":[],"label_agreement":null},{"id":"W4406430566","doi":"10.62441/nano-ntp.vi.4046","title":"A Bootstrapped Volatile Key Management Scheme for Efficient and Secured Data Transmission in WSNs","year":2024,"lang":"en","type":"article","venue":"Nanotechnology Perceptions","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Key (lock); Transmission (telecommunications); Scheme (mathematics); Computer science; Key management; Data transmission; Computer network; Wireless sensor network; Computer security; Telecommunications; Mathematics","score_opus":0.022720985714974,"score_gpt":0.28863262058362726,"score_spread":0.26591163486865327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406430566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095612735,0.0007499937,0.8960372,0.00043197718,0.00015398728,0.00019053248,0.000089394074,0.00053453277,0.006199666],"genre_scores_gemma":[0.9376842,0.0002793977,0.057938036,0.00011130633,0.000036185986,0.00012105983,0.00013396892,0.00002242429,0.0036733965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99943274,0.00016418422,0.000053636864,0.00010366322,0.00016700402,0.000078699406],"domain_scores_gemma":[0.99962103,0.00006656771,0.00008010393,0.000112127454,0.000079535144,0.00004074141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053332746,0.00030737772,0.00054424256,0.00040606782,0.00066549965,0.0006555357,0.00095908233,0.00054154295,0.0013464296],"category_scores_gemma":[0.0009824014,0.00014399421,0.00050115923,0.0005626962,0.00066477637,0.0017503485,0.0015941353,0.00059337664,0.0003813308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012867611,0.00018055156,0.0014093404,0.0005987846,0.00016945996,0.0012943519,0.0014302147,0.12558162,0.2994339,0.30097115,0.0049634003,0.2626804],"study_design_scores_gemma":[0.00020135488,0.0015713474,0.0012752044,0.000114176684,0.0001140487,0.0022799217,0.00042924055,0.80374277,0.07768411,0.076355,0.03605701,0.00017589304],"about_ca_topic_score_codex":0.00031385454,"about_ca_topic_score_gemma":0.00031442445,"teacher_disagreement_score":0.0013464296,"about_ca_system_score_codex":0.000496368,"about_ca_system_score_gemma":0.0007118681,"threshold_uncertainty_score":0.0045042634},"labels":[],"label_agreement":null},{"id":"W4408941241","doi":"10.1109/jiot.2025.3555546","title":"Learning Resilient Distributed Channel Access Policies in V2I Networks Under Intelligent Jamming","year":2025,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Jamming; Computer network; Channel (broadcasting); Distributed computing; Computer security","score_opus":0.019946523102323997,"score_gpt":0.29331644495261205,"score_spread":0.2733699218502881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408941241","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.124387965,0.00027758232,0.8703734,0.00072892,0.00005641019,0.00007999724,0.00005350455,0.00039733818,0.003644859],"genre_scores_gemma":[0.9856953,0.00009454717,0.0126208505,0.00010559485,0.000024310799,0.00006359139,0.000031830325,0.000024023424,0.0013399502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989073,0.00036215974,0.00003707688,0.0002887962,0.00015179023,0.00025286272],"domain_scores_gemma":[0.99500245,0.003148871,0.0008283984,0.00021110916,0.00046135724,0.00034772107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022713728,0.0010061009,0.00126742,0.0005067965,0.0005447535,0.0012786406,0.0014736329,0.0014183221,0.00084835675],"category_scores_gemma":[0.0076161344,0.00070384936,0.00043381096,0.00036169382,0.0015149385,0.0012198507,0.0015674358,0.0017108994,0.00017741884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004560838,0.000020538318,0.00039671757,0.000012975759,0.00001648347,0.000042138923,0.00004251023,0.990734,0.00038594689,0.0044007218,0.00021755057,0.0036847123],"study_design_scores_gemma":[0.000006741465,0.000010252211,0.000042800242,0.0000015830815,0.0000026503433,0.0000035665698,0.0000062798185,0.997926,0.000077152195,0.0018687221,0.000052005376,0.0000022247132],"about_ca_topic_score_codex":0.008109628,"about_ca_topic_score_gemma":0.005102243,"teacher_disagreement_score":0.008109628,"about_ca_system_score_codex":0.0015230863,"about_ca_system_score_gemma":0.0017421625,"threshold_uncertainty_score":0.016124845},"labels":[],"label_agreement":null},{"id":"W4409097902","doi":"10.1109/iccc62609.2024.10941874","title":"A Novel Method for Data Aggregation in Internet of Things (IoT) Networks Using Colored Petri Net (CPN) Modeling and Reinforcement Learning (RL)","year":2024,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Reinforcement learning; Internet of Things; Computer science; Petri net; The Internet; Artificial intelligence; Colored; Computer network; Distributed computing; World Wide Web","score_opus":0.06561673267408868,"score_gpt":0.3231656848006713,"score_spread":0.25754895212658263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409097902","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002122538,0.000040466042,0.99699295,0.000059441136,0.0000299516,0.000022790864,0.0000072156786,0.00020346313,0.0005212085],"genre_scores_gemma":[0.37242478,0.00019881637,0.6238722,0.00017748309,0.00005369606,0.00018467664,0.000049368442,0.00009823669,0.0029406496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942493,0.00014825692,0.000030343259,0.00013917571,0.00021702117,0.000040152037],"domain_scores_gemma":[0.99928063,0.00034552606,0.0000772632,0.00008116867,0.00016414828,0.000051174815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010346436,0.0005999366,0.0004928464,0.00045104872,0.00049686315,0.0005725905,0.001160937,0.0005168543,0.00082575466],"category_scores_gemma":[0.0016964951,0.00027153853,0.0006367132,0.00033036587,0.0005818587,0.0009879477,0.0008929074,0.0010497046,0.00016436764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011470181,0.00014971454,0.0012819393,0.00016188834,0.000095630334,0.00024044284,0.00019048533,0.7305571,0.026663363,0.03793794,0.0022336992,0.20037311],"study_design_scores_gemma":[0.0000053072727,0.0000223553,0.000059517566,0.0000044924004,0.0000065925788,0.000032246047,0.000005516628,0.9940084,0.0024165693,0.002507943,0.0009238578,0.000007112204],"about_ca_topic_score_codex":0.0037314647,"about_ca_topic_score_gemma":0.0038462563,"teacher_disagreement_score":0.0037314647,"about_ca_system_score_codex":0.0008596072,"about_ca_system_score_gemma":0.0012124273,"threshold_uncertainty_score":0.007419467},"labels":[],"label_agreement":null},{"id":"W4410358938","doi":"10.1109/tifs.2025.3570202","title":"Generative AI Based Secure Wireless Sensing for ISAC Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Information Forensics and Security","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China; National Research Foundation Singapore; National Research Foundation of Korea; Ministry of Education","keywords":"Computer science; Wireless; Wireless network; Computer network; Generative grammar; Computer security; Artificial intelligence; Telecommunications","score_opus":0.00733626976435155,"score_gpt":0.23311691411423485,"score_spread":0.2257806443498833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410358938","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022323793,0.00019827887,0.9737099,0.00026142676,0.00004354778,0.000033124474,0.00006249405,0.00047129215,0.0028961974],"genre_scores_gemma":[0.91403514,0.00022818502,0.08135156,0.000227813,0.000037057715,0.00007179476,0.00013360224,0.00006792777,0.003846897],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936205,0.0001380227,0.000025422518,0.00020697762,0.00018740608,0.000080167076],"domain_scores_gemma":[0.9984635,0.00090942596,0.0001677734,0.0002195211,0.00016986117,0.00006993369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007115778,0.0005854445,0.0006773366,0.0005215247,0.0005597368,0.000793953,0.0010265533,0.0007503901,0.0016691795],"category_scores_gemma":[0.0024380186,0.00035918286,0.0006545597,0.0004928699,0.0014222147,0.001022926,0.0015447764,0.0012042623,0.0003783267],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014192931,0.00005135895,0.0012762801,0.00008221997,0.00004687828,0.00023008836,0.00023318431,0.83592856,0.017348208,0.070934616,0.0013705291,0.07235621],"study_design_scores_gemma":[0.000003773316,0.000014020144,0.0000963421,0.0000026382118,0.0000044653993,0.000037034173,0.000008574266,0.9914226,0.00094062637,0.007113943,0.00035068786,0.000005418708],"about_ca_topic_score_codex":0.0038527567,"about_ca_topic_score_gemma":0.0044933474,"teacher_disagreement_score":0.0038527567,"about_ca_system_score_codex":0.0009882131,"about_ca_system_score_gemma":0.00082038296,"threshold_uncertainty_score":0.007660687},"labels":[],"label_agreement":null},{"id":"W4412373313","doi":"10.56553/popets-2025-0118","title":"PrivDiffuser: Privacy-Guided Diffusion Model for Data Obfuscation in Sensor Networks","year":2025,"lang":"en","type":"article","venue":"Proceedings on Privacy Enhancing Technologies","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Obfuscation; Computer science; Diffusion; Computer security; Information privacy; Internet privacy; Physics","score_opus":0.042543988397335426,"score_gpt":0.30176500175849397,"score_spread":0.25922101336115855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412373313","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011510248,0.0003694297,0.9863235,0.00045741023,0.000032375363,0.00004072155,0.00009088828,0.0004897029,0.0006858331],"genre_scores_gemma":[0.7502322,0.0012850157,0.24122126,0.0005629545,0.0000875311,0.00026952993,0.0005268092,0.00025403878,0.0055606333],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978594,0.0008649537,0.0000999586,0.00041920194,0.00058659917,0.00016991762],"domain_scores_gemma":[0.9951781,0.0029763784,0.000411492,0.00097634597,0.00032731704,0.0001303146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003360877,0.0009061072,0.000964175,0.0006189284,0.00058835524,0.0011666969,0.0016731309,0.0016336107,0.0012061278],"category_scores_gemma":[0.009831184,0.0005453611,0.0012499255,0.0008518046,0.0019059877,0.0031470486,0.0028121676,0.003500084,0.00037371155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024296876,0.00011174052,0.0016378103,0.00018543343,0.0000909728,0.00025644412,0.00040158682,0.79302514,0.011332681,0.095615625,0.0028942009,0.094205424],"study_design_scores_gemma":[0.000011278795,0.000032188786,0.00012011512,0.000011805373,0.000009009209,0.000063793326,0.00001631021,0.9715882,0.0022872267,0.024600906,0.0012458257,0.000013314723],"about_ca_topic_score_codex":0.002759724,"about_ca_topic_score_gemma":0.0029131684,"teacher_disagreement_score":0.003360877,"about_ca_system_score_codex":0.0014077366,"about_ca_system_score_gemma":0.0013551951,"threshold_uncertainty_score":0.017774284},"labels":[],"label_agreement":null},{"id":"W4412375702","doi":"10.1109/tcomm.2025.3587046","title":"Enhancing Resilience Against Jamming Attacks: A Cooperative Anti-Jamming Method Using Direction Estimation","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Jamming; Resilience (materials science); Computer science; Electronic engineering; Computer security; Computer network; Engineering; Physics","score_opus":0.029858865139317254,"score_gpt":0.3414343569913991,"score_spread":0.3115754918520819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412375702","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018899746,0.00013948746,0.9795385,0.00006649007,0.00003185243,0.000016897347,0.0000054731618,0.00019263005,0.0011088931],"genre_scores_gemma":[0.5901673,0.0003779673,0.40655592,0.0001075393,0.00008224411,0.00005806153,0.00003391625,0.000042368596,0.0025746918],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996327,0.000113053255,0.000014081068,0.00007431118,0.00012382829,0.000042046362],"domain_scores_gemma":[0.999332,0.00024191316,0.00010417404,0.00010284074,0.00017706865,0.00004200382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004941756,0.0006101043,0.00044273896,0.00053479,0.00032774112,0.00038392408,0.0006432912,0.0006145004,0.0005482007],"category_scores_gemma":[0.0018331305,0.00024775698,0.00039213427,0.00040542264,0.0004030333,0.00082631357,0.000815394,0.00054649834,0.0002946533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033104926,0.00018969919,0.0018912466,0.00014483837,0.00009470294,0.0002854201,0.00038245443,0.17202234,0.26914707,0.021496672,0.0012783593,0.5327362],"study_design_scores_gemma":[0.000028022427,0.000353081,0.0007644828,0.0000121811845,0.00003717438,0.0004805404,0.00007676084,0.96340585,0.028379282,0.0033457074,0.0030728139,0.000044117765],"about_ca_topic_score_codex":0.00045333107,"about_ca_topic_score_gemma":0.00067983125,"teacher_disagreement_score":0.0006432912,"about_ca_system_score_codex":0.00012088571,"about_ca_system_score_gemma":0.0004180253,"threshold_uncertainty_score":0.0026135445},"labels":[],"label_agreement":null},{"id":"W4412558172","doi":"10.1007/978-981-96-6079-7_4","title":"Securing Sensor Routes: Trustworthy and Load-Balanced Strategies","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Trustworthiness; Computer science; Computer security; Business","score_opus":0.010447685396480324,"score_gpt":0.22198944713393312,"score_spread":0.2115417617374528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412558172","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014497144,0.004907392,0.94366586,0.0016934192,0.00043711087,0.00011091023,0.00008589257,0.00046233492,0.034139913],"genre_scores_gemma":[0.6421986,0.011773853,0.3012033,0.00050682004,0.000805075,0.00019864817,0.00018654931,0.00040506833,0.042722013],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992187,0.00016399525,0.000042526808,0.00014369548,0.00034400146,0.00008705088],"domain_scores_gemma":[0.99859387,0.0007249096,0.00016087346,0.00027981904,0.00018162787,0.000058944057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010230659,0.0012598231,0.00090466085,0.00089396926,0.00063440256,0.002407836,0.0016883806,0.0015070136,0.0045970962],"category_scores_gemma":[0.0036091718,0.00055705995,0.00045356536,0.0013046787,0.001109335,0.004416275,0.001655874,0.0015152408,0.0015731249],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025433913,0.00011695817,0.00054155645,0.00036220223,0.000079923615,0.0001922016,0.00037374345,0.2266229,0.013952447,0.28820208,0.017149271,0.45215246],"study_design_scores_gemma":[0.00003117273,0.00015620816,0.0003172484,0.00011549272,0.00004743117,0.00039820833,0.00022080865,0.64245725,0.005637425,0.3292279,0.021351604,0.000039267594],"about_ca_topic_score_codex":0.0005357047,"about_ca_topic_score_gemma":0.00081844704,"teacher_disagreement_score":0.0045970962,"about_ca_system_score_codex":0.0008852569,"about_ca_system_score_gemma":0.0006983784,"threshold_uncertainty_score":0.015378833},"labels":[],"label_agreement":null},{"id":"W4414348299","doi":"10.1109/jiot.2025.3612005","title":"Attack Scenarios and Security Analysis of a Blockchain and PUF-Based Lightweight Authentication Protocol for Wireless Medical Sensor Networks","year":2025,"lang":"en","type":"article","venue":"IEEE Internet of Things Journal","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ontario Ministry of Research, Innovation and Science; Ministry of Science and Innovation, New Zealand","keywords":"Security analysis; Wireless sensor network; Blockchain; Authentication (law); Protocol (science); Cryptographic protocol; Authentication protocol; Message authentication code","score_opus":0.014731738713293375,"score_gpt":0.30372454702484886,"score_spread":0.2889928083115555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414348299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53847605,0.0006558432,0.44410348,0.0011997962,0.00008430256,0.0003391453,0.00018168261,0.00043989948,0.014519878],"genre_scores_gemma":[0.9936941,0.000098777164,0.0049737296,0.000017206874,0.0000102029435,0.000030501784,0.000030322486,0.000008179372,0.0011369524],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99805295,0.0007488631,0.00007194849,0.00015629534,0.0006411841,0.00032873848],"domain_scores_gemma":[0.9953223,0.0029691132,0.00040638194,0.00058254594,0.00057262,0.00014708322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910146,0.00046757222,0.0005973624,0.0009243305,0.00088819163,0.0010733104,0.0007652288,0.0015442659,0.0027989554],"category_scores_gemma":[0.0064928387,0.00025842935,0.0006298333,0.0004885647,0.001578132,0.0027460952,0.0014422628,0.0009064992,0.00026229833],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012973921,0.00018309618,0.005002891,0.00017797269,0.000117398326,0.0016529746,0.0003784709,0.6557787,0.028423011,0.2794273,0.0017155546,0.025845196],"study_design_scores_gemma":[0.000016782968,0.00009496011,0.0002540118,0.00000762805,0.000015575177,0.00028282852,0.000038795224,0.97400326,0.0028087266,0.022091277,0.00037455614,0.000011574247],"about_ca_topic_score_codex":0.0009275768,"about_ca_topic_score_gemma":0.00055465725,"teacher_disagreement_score":0.0027989554,"about_ca_system_score_codex":0.0010375916,"about_ca_system_score_gemma":0.00097248226,"threshold_uncertainty_score":0.010101974},"labels":[],"label_agreement":null},{"id":"W4415367878","doi":"10.1109/tsg.2025.3623153","title":"Accurate and Energy-Efficient Detection of Cyberattacks Against Non-Linear AGC Systems","year":2025,"lang":"","type":"article","venue":"IEEE Transactions on Smart Grid","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Automatic Generation Control; Convolutional neural network; Feature (linguistics); Set (abstract data type); Electric power system; Industrial control system; Feature extraction; Artificial neural network","score_opus":0.012359113035354294,"score_gpt":0.24273217670171024,"score_spread":0.23037306366635596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415367878","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3633973,0.0004312017,0.62735814,0.00050669175,0.000093062896,0.00005254996,0.00015289432,0.0015761517,0.0064321305],"genre_scores_gemma":[0.9941592,0.00005073548,0.0052722907,0.000033987137,0.0000035483802,0.000009149852,0.000035652232,0.000010143932,0.00042523362],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998541,0.00002366613,0.000008506841,0.000033273533,0.000051691484,0.000028802711],"domain_scores_gemma":[0.99968076,0.00011820741,0.000056320856,0.00003779217,0.000091673566,0.000015262764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033670187,0.0005762368,0.00034372509,0.00026150479,0.00019111816,0.00041539123,0.00058952085,0.00047344933,0.0006552172],"category_scores_gemma":[0.0011006744,0.00016724001,0.00031818304,0.00016677375,0.0003800345,0.0008395563,0.00049637293,0.00055525947,0.00010009597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008726658,0.000049793704,0.0035344805,0.00004603584,0.00003048075,0.00008146296,0.00002562361,0.95027214,0.0090737175,0.0016030023,0.00044883002,0.0347472],"study_design_scores_gemma":[0.0000011397946,0.000015521153,0.00041226807,0.000002114349,0.0000029213347,0.000009630486,0.0000030488873,0.99741167,0.0015358194,0.00052891584,0.00007479876,0.0000021388948],"about_ca_topic_score_codex":0.0058713304,"about_ca_topic_score_gemma":0.00636096,"teacher_disagreement_score":0.0058713304,"about_ca_system_score_codex":0.00065501424,"about_ca_system_score_gemma":0.00052335823,"threshold_uncertainty_score":0.011674285},"labels":[],"label_agreement":null},{"id":"W4417282660","doi":"10.1109/pimrc62392.2025.11274595","title":"CWGAN-GP Augmented CAE for Jamming Detection in 5G-NR in Non-IID Datasets","year":2025,"lang":"","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Autoencoder; Jamming; Robustness (evolution); Pattern recognition (psychology); Convolutional neural network; Deep learning; Benchmark (surveying); Additive white Gaussian noise","score_opus":0.011410187901889166,"score_gpt":0.2761892039027265,"score_spread":0.2647790160008373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417282660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6419984,0.0060409573,0.31981036,0.0027609186,0.0007768454,0.0003817471,0.012450596,0.0071739303,0.008606295],"genre_scores_gemma":[0.88775104,0.0008207163,0.08152501,0.00082043145,0.00013563203,0.00018669444,0.023445921,0.00016993356,0.0051445225],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99912244,0.0003238907,0.00004272172,0.0002552582,0.00014367944,0.00011199909],"domain_scores_gemma":[0.9984092,0.0007925009,0.0001452369,0.00032079394,0.0002816382,0.000050665567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021598337,0.0015439962,0.00074054516,0.0007881386,0.00035709096,0.00073988945,0.0009677988,0.0013644886,0.0008477233],"category_scores_gemma":[0.00640593,0.00022401105,0.00067972275,0.000620813,0.00060634606,0.0009618922,0.00086657825,0.0014773373,0.00069195486],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001354259,0.0005562603,0.023980187,0.00058866,0.00053714134,0.0005782716,0.00014234553,0.7080493,0.011773538,0.0034981149,0.029139988,0.21980195],"study_design_scores_gemma":[0.000032051492,0.00015236078,0.0053611537,0.000042528398,0.000041792624,0.00013853423,0.00005816725,0.98403996,0.005795098,0.0017590285,0.0025519365,0.000027418859],"about_ca_topic_score_codex":0.010306602,"about_ca_topic_score_gemma":0.014775187,"teacher_disagreement_score":0.010306602,"about_ca_system_score_codex":0.0006367487,"about_ca_system_score_gemma":0.0007465898,"threshold_uncertainty_score":0.02049321},"labels":[],"label_agreement":null},{"id":"W65315068","doi":"","title":"A Hybrid Group Key Management Protocol for Reliable and Authenticated Rekeying","year":2008,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rekeying; Computer science; Group key; Multicast; Communication in small groups; Key management; Computer network; Key (lock); Node (physics); Secure multicast; Computer security; Overhead (engineering); Tree (set theory); Session key; Distributed computing; Reliable multicast; Source-specific multicast; Encryption","score_opus":0.030080531894391038,"score_gpt":0.26723467592167555,"score_spread":0.23715414402728452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W65315068","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015409409,0.0004961677,0.9788608,0.0002557721,0.00019959826,0.00026637845,0.000060130813,0.0008945224,0.003557231],"genre_scores_gemma":[0.3901836,0.0006760545,0.5955553,0.0003707935,0.0002638367,0.0009621495,0.00036106457,0.00019193174,0.011435233],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998295,0.00040961907,0.000121588375,0.00025655096,0.00077817414,0.0001390385],"domain_scores_gemma":[0.99870765,0.00027669847,0.00017375709,0.00044270803,0.00029403542,0.000105221094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014790067,0.00047843083,0.00077004917,0.0007358484,0.00092638086,0.0010628848,0.0022145207,0.0012439005,0.0019232223],"category_scores_gemma":[0.0017241259,0.00035553315,0.00046540954,0.00074558234,0.0010246753,0.003423625,0.0031031822,0.0014186848,0.00092381804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006328238,0.00032894727,0.0008568857,0.0009364792,0.00026213363,0.0017253556,0.0012372,0.033386327,0.27837834,0.3247007,0.01315809,0.3443967],"study_design_scores_gemma":[0.0006253312,0.0019145036,0.0015764153,0.00015586967,0.00043181522,0.0058269966,0.0004660397,0.4615257,0.1633283,0.12297121,0.24069746,0.00048040046],"about_ca_topic_score_codex":0.00018319357,"about_ca_topic_score_gemma":0.00027963557,"teacher_disagreement_score":0.0022145207,"about_ca_system_score_codex":0.00044762317,"about_ca_system_score_gemma":0.00078174705,"threshold_uncertainty_score":0.007821798},"labels":[],"label_agreement":null},{"id":"W6901545384","doi":"10.60692/s47j7-q7t27","title":"A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"clone (Java method); Wireless sensor network; Node (physics); Adversary; Replication (statistics); Software deployment; Sensor node","score_opus":0.023596618186815212,"score_gpt":0.209061011014938,"score_spread":0.18546439282812277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901545384","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044095828,0.99751675,0.0008245078,0.00029354254,0.00014024602,0.000067945555,0.000087607914,0.00000989808,0.00061863364],"genre_scores_gemma":[0.00242194,0.99567384,0.0012525192,0.00023629314,0.00007439393,0.000080162106,0.00009787201,0.000003301401,0.00015966909],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978696,0.0005831997,0.0006324328,0.00024449843,0.00059772155,0.000072443145],"domain_scores_gemma":[0.98872596,0.008184179,0.0013099324,0.00025117732,0.0013970169,0.00013172044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028888956,0.0010545272,0.002137243,0.0089119645,0.00060539047,0.0015810942,0.0014749918,0.0013897032,0.0027755457],"category_scores_gemma":[0.014144072,0.00067584804,0.0021723527,0.0073379935,0.00082064065,0.0028044626,0.0010049614,0.00089866645,0.0005034891],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013699323,0.000059056303,0.0013130708,0.4261828,0.00081135036,0.00033628897,0.00041093052,0.00080223597,0.0010137848,0.0038714618,0.01376976,0.5512923],"study_design_scores_gemma":[0.00006684034,0.00055106403,0.0058103357,0.4790923,0.007337616,0.0030708723,0.0007569182,0.0008707495,0.0014963731,0.0047345553,0.4960975,0.00011488414],"about_ca_topic_score_codex":0.0037900961,"about_ca_topic_score_gemma":0.008362403,"teacher_disagreement_score":0.0089119645,"about_ca_system_score_codex":0.0013506712,"about_ca_system_score_gemma":0.0072469455,"threshold_uncertainty_score":0.015278161},"labels":[],"label_agreement":null},{"id":"W6912379949","doi":"10.5281/zenodo.2641394","title":"An Efficient Key Agreement Scheme for Wireless sensor Networks Using Third Parties","year":2013,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Wireless sensor network; Resilience (materials science); Node (physics); Network packet; Key distribution in wireless sensor networks; Scheme (mathematics); Key (lock)","score_opus":0.03651182222086603,"score_gpt":0.25050823685296886,"score_spread":0.21399641463210284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912379949","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008143742,0.00032640097,0.98935294,0.00017777635,0.000105810155,0.00014812393,0.000047308593,0.00021815354,0.0014797661],"genre_scores_gemma":[0.5603258,0.0008573383,0.43073213,0.00024366159,0.00015464376,0.0008122541,0.00029043003,0.00008263964,0.0065011443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99652976,0.0013011819,0.00028832845,0.00033614517,0.0012725579,0.00027210225],"domain_scores_gemma":[0.9970305,0.00094040396,0.00034870606,0.0011710936,0.00039209757,0.0001170999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037048252,0.00062369194,0.0010112451,0.000616695,0.0013035814,0.0015041298,0.0020158822,0.0013088589,0.0020808529],"category_scores_gemma":[0.0049537765,0.00037520693,0.0008132717,0.0013485292,0.0012904517,0.0039908905,0.005116229,0.002130723,0.00091380096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009403823,0.00023727944,0.00053269253,0.0006165614,0.00021631764,0.00048761256,0.0007282526,0.07100661,0.0817318,0.60943615,0.00504716,0.22901918],"study_design_scores_gemma":[0.0005946736,0.00087955996,0.00045366373,0.00010094553,0.00020616173,0.0009855302,0.00015367757,0.65387326,0.0642299,0.2215705,0.056747895,0.0002042622],"about_ca_topic_score_codex":0.00022879358,"about_ca_topic_score_gemma":0.00025519493,"teacher_disagreement_score":0.0037048252,"about_ca_system_score_codex":0.00068101403,"about_ca_system_score_gemma":0.0015972918,"threshold_uncertainty_score":0.019593239},"labels":[],"label_agreement":null},{"id":"W6964015353","doi":"10.25316/ir-9812","title":"Nanaimo Free Press [Saturday, March 4, 1899]","year":2019,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.00975975648997928,"score_gpt":0.19882588764138492,"score_spread":0.18906613115140564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964015353","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005947457,0.012746354,0.00015316474,0.0030621367,0.0048105335,0.00002419091,0.0023306275,0.00013215291,0.9761461],"genre_scores_gemma":[0.0012178075,0.001767668,0.00004540862,0.00016809147,0.00017483918,0.0000073475935,0.00022481116,0.000052558258,0.9963415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967706,0.000021683723,0.000012674653,0.000056749494,0.00016386375,0.00006797176],"domain_scores_gemma":[0.99980253,0.000023308401,0.000015985412,0.000015113627,0.000096722455,0.000046305555],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026219484,0.0009389723,0.0005616294,0.0019487824,0.0035392093,0.0048646396,0.00072444044,0.0017914975,0.32057554],"category_scores_gemma":[0.0011791673,0.00041203128,0.00035128102,0.0026636245,0.0006191712,0.0022496574,0.0014772528,0.0023865008,0.1263071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030366435,0.00000930414,0.00018442825,0.00009353646,0.0000039896418,0.00009890779,0.000108586275,0.00006624346,0.00008857729,0.013680133,0.94534236,0.040293444],"study_design_scores_gemma":[0.0000013782875,0.0000017585563,0.00025676168,0.000047455604,6.708447e-7,0.000015676427,0.000028540064,0.000012586133,0.000025346224,0.00036720894,0.9992405,0.0000020029215],"about_ca_topic_score_codex":0.088992,"about_ca_topic_score_gemma":0.38787663,"teacher_disagreement_score":0.911008,"about_ca_system_score_codex":0.0034944057,"about_ca_system_score_gemma":0.0020439266,"threshold_uncertainty_score":0.96911657},"labels":[],"label_agreement":null},{"id":"W6976452253","doi":"10.60692/0f73v-11189","title":"A Systematic Review on Clone Node Detection in Static Wireless Sensor Networks","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"clone (Java method); Wireless sensor network; Node (physics); Adversary; Replication (statistics); Software deployment; Sensor node","score_opus":0.023596618186815212,"score_gpt":0.209061011014938,"score_spread":0.18546439282812277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976452253","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044095828,0.99751675,0.0008245078,0.00029354254,0.00014024602,0.000067945555,0.000087607914,0.00000989808,0.00061863364],"genre_scores_gemma":[0.00242194,0.99567384,0.0012525192,0.00023629314,0.00007439393,0.000080162106,0.00009787201,0.000003301401,0.00015966909],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978696,0.0005831997,0.0006324328,0.00024449843,0.00059772155,0.000072443145],"domain_scores_gemma":[0.98872596,0.008184179,0.0013099324,0.00025117732,0.0013970169,0.00013172044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028888956,0.0010545272,0.002137243,0.0089119645,0.00060539047,0.0015810942,0.0014749918,0.0013897032,0.0027755457],"category_scores_gemma":[0.014144072,0.00067584804,0.0021723527,0.0073379935,0.00082064065,0.0028044626,0.0010049614,0.00089866645,0.0005034891],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013699323,0.000059056303,0.0013130708,0.4261828,0.00081135036,0.00033628897,0.00041093052,0.00080223597,0.0010137848,0.0038714618,0.01376976,0.5512923],"study_design_scores_gemma":[0.00006684034,0.00055106403,0.0058103357,0.4790923,0.007337616,0.0030708723,0.0007569182,0.0008707495,0.0014963731,0.0047345553,0.4960975,0.00011488414],"about_ca_topic_score_codex":0.0037900961,"about_ca_topic_score_gemma":0.008362403,"teacher_disagreement_score":0.0089119645,"about_ca_system_score_codex":0.0013506712,"about_ca_system_score_gemma":0.0072469455,"threshold_uncertainty_score":0.015278161},"labels":[],"label_agreement":null},{"id":"W7023466796","doi":"","title":"Lucas Tavares","year":2021,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Recreation; Center (category theory); Doors; Ground floor; Tourism","score_opus":0.007558348952622959,"score_gpt":0.20479447728404235,"score_spread":0.1972361283314194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023466796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002681507,0.08249991,0.008989332,0.12534177,0.034124624,0.00008652123,0.0011526508,0.001379995,0.7437438],"genre_scores_gemma":[0.016128143,0.03391008,0.0023362655,0.006477637,0.0019403123,0.000040683764,0.0003712633,0.00047615083,0.93831956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898857,0.00012076099,0.000030881885,0.00028643874,0.00048711954,0.00008634088],"domain_scores_gemma":[0.9986486,0.00023970247,0.0000637768,0.00008650729,0.00067156885,0.00028981795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086039834,0.0006806078,0.00043306887,0.001384674,0.0019415747,0.0031952187,0.00086922455,0.001309683,0.10864619],"category_scores_gemma":[0.0037929132,0.0002499953,0.00025408517,0.00067112496,0.0008868111,0.002507769,0.0018912292,0.0026466765,0.065430954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001964501,0.00001792281,0.0001982935,0.00011760306,0.0000034060904,0.000059459573,0.00024844933,0.00017360495,0.00023173996,0.038252525,0.8759194,0.084758006],"study_design_scores_gemma":[0.0000010752366,0.0000033001133,0.000071536975,0.00005080783,9.019805e-7,0.000047463272,0.000073093666,0.000039050894,0.00009344526,0.0015925444,0.99802375,0.0000031672475],"about_ca_topic_score_codex":0.009016981,"about_ca_topic_score_gemma":0.013318912,"teacher_disagreement_score":0.10864619,"about_ca_system_score_codex":0.002166027,"about_ca_system_score_gemma":0.0024610197,"threshold_uncertainty_score":0.36345768},"labels":[],"label_agreement":null},{"id":"W7036545299","doi":"","title":"Brachytherapy in the treatment of cervical cancer: a review","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Brachytherapy; Cervical cancer; Radiation therapy; Radiation treatment planning; Magnetic resonance imaging; Radiation dose","score_opus":0.21536024526016143,"score_gpt":0.5457397592363695,"score_spread":0.33037951397620813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036545299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007622635,0.99944395,0.000072675655,0.00007321898,0.000048574235,0.0000027140118,0.0000047171293,0.0000021894302,0.000275678],"genre_scores_gemma":[0.0004535723,0.9992106,0.00013035492,0.000052020947,0.000068861766,0.0000028690429,0.0000074122454,9.3749657e-7,0.00007335303],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9996928,0.000057116446,0.00006574746,0.000055982986,0.000108887034,0.00001942902],"domain_scores_gemma":[0.99936086,0.00041905802,0.00008306629,0.00001278501,0.000097401404,0.000026765798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093247026,0.00071439287,0.0016176546,0.0029205724,0.0002867193,0.0010109893,0.0009637687,0.0010778254,0.0019988033],"category_scores_gemma":[0.0010198909,0.00035079004,0.0007165973,0.0033530404,0.00047548296,0.0012221518,0.0005077561,0.0010873533,0.0009765914],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069672365,0.000071786926,0.00032256325,0.033466503,0.0001264627,0.00034879614,0.000097937576,0.0004764946,0.0015682669,0.0015130071,0.011915883,0.95002264],"study_design_scores_gemma":[0.000036003694,0.00034538092,0.0025084845,0.017422492,0.0005664698,0.0073334994,0.0002064987,0.00039066494,0.0011934971,0.0013711995,0.96856874,0.000057107136],"about_ca_topic_score_codex":0.0014609749,"about_ca_topic_score_gemma":0.0022998345,"teacher_disagreement_score":0.0029205724,"about_ca_system_score_codex":0.0005376765,"about_ca_system_score_gemma":0.0010052386,"threshold_uncertainty_score":0.0066866875},"labels":[],"label_agreement":null},{"id":"W7043487195","doi":"","title":"State Based Key Hop Protocol: A Lightweight Security Protocol for Wireless Networks","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Encryption; Key (lock); Protocol (science); Cryptographic protocol; Wireless; State (computer science); Wireless sensor network; Wireless network","score_opus":0.01706787278253775,"score_gpt":0.2808843181565954,"score_spread":0.2638164453740577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043487195","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017316839,0.0020403375,0.9644922,0.0008454073,0.00047570583,0.00083980005,0.00033620716,0.0034418453,0.010211675],"genre_scores_gemma":[0.66886175,0.0038414344,0.30007628,0.0008867769,0.00054668495,0.0026792882,0.0014144044,0.0004081355,0.021285215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985536,0.0003288704,0.00015742565,0.00011034336,0.00070659263,0.000143199],"domain_scores_gemma":[0.99853134,0.00047370107,0.00022661871,0.00040100553,0.0002854687,0.000081817016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015240366,0.00052293635,0.00064504,0.00093392713,0.0011746751,0.001570941,0.0012702183,0.0011512274,0.002867273],"category_scores_gemma":[0.0027707468,0.00029255974,0.0004064018,0.00093249866,0.0015580107,0.004108575,0.0025613776,0.0017740019,0.0013555534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097589043,0.00035233403,0.0015915289,0.0018744781,0.00018845077,0.00086823286,0.0011634594,0.022643156,0.12856933,0.457232,0.03553536,0.34900573],"study_design_scores_gemma":[0.0004999445,0.0015241777,0.0019046037,0.00045029414,0.00034477605,0.00415346,0.00058862544,0.23487414,0.13321614,0.23101826,0.39104652,0.00037910757],"about_ca_topic_score_codex":0.00050055265,"about_ca_topic_score_gemma":0.00060835533,"teacher_disagreement_score":0.002867273,"about_ca_system_score_codex":0.0006026258,"about_ca_system_score_gemma":0.0013839483,"threshold_uncertainty_score":0.009591997},"labels":[],"label_agreement":null},{"id":"W7071828794","doi":"","title":"Space Missions Key Management Concept . Green Book. Issue 1. November 2011. CCSDS 350.6-G-1","year":2011,"lang":"en","type":"article","venue":"Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research)","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Nuclear Physics; National Institute of Information and Communications Technology; Japan Aerospace Exploration Agency; Canadian Space Agency; Center for Long-Term Cybersecurity, University of California Berkeley; Geo-Informatics and Space Technology Development Agency; Iran Telecommunication Research Center; European Space Agency; Agenzia Spaziale Italiana; European Organization for the Exploitation of Meteorological Satellites; Korea Aerospace Research Institute; National Commission for Science and Technology; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; National Oceanic and Atmospheric Administration; National Space Organization; China National Space Administration; Belgian Federal Science Policy Office; Chinese Academy of Sciences; U.S. Geological Survey; Indian Space Research Organisation; Centre National d’Etudes Spatiales; Commonwealth Scientific and Industrial Research Organisation; National Aeronautics and Space Administration","keywords":"Standardization; Key (lock); Context (archaeology); Key management; Space exploration; Space (punctuation); Core (optical fiber)","score_opus":0.08471575316433622,"score_gpt":0.33142409598667055,"score_spread":0.24670834282233434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071828794","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011786249,0.07837482,0.081863225,0.017998565,0.021964196,0.00037225132,0.0073377257,0.0035256436,0.787385],"genre_scores_gemma":[0.011251339,0.04391178,0.022195075,0.0035571128,0.0037850053,0.00030193158,0.007587074,0.001103417,0.9063073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910575,0.00012812825,0.00007917623,0.00010084091,0.0005108743,0.0000751979],"domain_scores_gemma":[0.99915504,0.00016685462,0.00008350544,0.00012181575,0.00040533868,0.0000675055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010330097,0.0013875986,0.0007273365,0.003970265,0.0013817983,0.003468732,0.0011932509,0.002036831,0.06836279],"category_scores_gemma":[0.0018724343,0.0007615551,0.0004559848,0.004058322,0.0012753158,0.006483289,0.0012756311,0.0035919896,0.07929181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039724095,0.000019839983,0.00008072668,0.00046746893,0.000008064446,0.00005274359,0.000117355405,0.0005801668,0.0013341662,0.13351168,0.7442383,0.11954964],"study_design_scores_gemma":[0.0000030009535,0.000009950174,0.000088267516,0.00010701097,0.0000026337464,0.00009184218,0.000025873724,0.00017461041,0.00026255986,0.00908264,0.99014497,0.0000066963357],"about_ca_topic_score_codex":0.0045595495,"about_ca_topic_score_gemma":0.005173125,"teacher_disagreement_score":0.06836279,"about_ca_system_score_codex":0.0022739475,"about_ca_system_score_gemma":0.0028187218,"threshold_uncertainty_score":0.22869629},"labels":[],"label_agreement":null},{"id":"W7084129527","doi":"10.64628/aap.pnvjey9sp","title":"Voici comment parlaient les ouvriers canadiens-français avant la Révolution tranquille","year":2019,"lang":"fr","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Natural (archaeology); Feature (linguistics); Subject (documents)","score_opus":0.016685227580653737,"score_gpt":0.2273215843691919,"score_spread":0.21063635678853815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7084129527","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019351888,0.01286976,0.00083349104,0.8517117,0.026182342,0.00002241684,0.00037358355,0.00012461137,0.08853021],"genre_scores_gemma":[0.24900734,0.007546721,0.0007789556,0.25657073,0.0105840145,0.0000812526,0.00027982626,0.00021803284,0.47493318],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9957736,0.00071111496,0.00012641205,0.00051332504,0.0017142554,0.0011612913],"domain_scores_gemma":[0.9945193,0.0020389168,0.0005213249,0.0003017332,0.001853786,0.0007650471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002294559,0.0005095077,0.0005406873,0.00051145506,0.007464896,0.0069684605,0.0007859115,0.010275118,0.0154536115],"category_scores_gemma":[0.013486472,0.0002618004,0.0005359187,0.00084071234,0.0037733905,0.0032366598,0.002169508,0.014596578,0.0043069087],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027040462,0.000049451643,0.003290118,0.00022954939,0.00006361925,0.0012271279,0.011468789,0.00031464003,0.0014589677,0.25859144,0.70270365,0.02033222],"study_design_scores_gemma":[0.000016821905,0.00001445319,0.002546349,0.00008888244,0.0000081532435,0.00018265797,0.0023861208,0.00006285542,0.00028157813,0.003667622,0.9907162,0.000028306149],"about_ca_topic_score_codex":0.17960781,"about_ca_topic_score_gemma":0.2197111,"teacher_disagreement_score":0.8203922,"about_ca_system_score_codex":0.008610845,"about_ca_system_score_gemma":0.008325123,"threshold_uncertainty_score":0.35712475},"labels":[],"label_agreement":null},{"id":"W7098153354","doi":"","title":"Author manuscript, published in &amp;quot;IFIP WSAN 2008, Canada (2008)&amp;quot; HERO: Hierarchical kEy management pRotocol for heterOgeneous wireless sensor networks","year":2009,"lang":"en","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Key management; Key (lock); Scheme (mathematics); Node (physics); Protocol (science); Construct (python library); Tree (set theory)","score_opus":0.029075540113690273,"score_gpt":0.2790805973064135,"score_spread":0.2500050571927232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098153354","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01407768,0.022944521,0.15437883,0.03418155,0.19085364,0.0013761284,0.018303284,0.007124886,0.5567595],"genre_scores_gemma":[0.026108174,0.009528548,0.02970361,0.0015165977,0.0045662923,0.00012935612,0.007898679,0.0016198601,0.9189289],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992648,0.00009979865,0.000053469998,0.00019733974,0.0002748438,0.00010977224],"domain_scores_gemma":[0.9968278,0.00048077962,0.00009190495,0.00037378343,0.0019028527,0.0003228976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014612331,0.000907241,0.0015870446,0.0011826268,0.0014457454,0.0044921,0.0013030326,0.0011874049,0.3194929],"category_scores_gemma":[0.005321611,0.00055535603,0.0005701502,0.002426531,0.0008967108,0.0024538273,0.0011794964,0.001056931,0.11960746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033436215,0.00008739627,0.00072716654,0.0005362948,0.00008192397,0.00029026184,0.00011510834,0.0022918382,0.0032591473,0.011304587,0.7802628,0.20070902],"study_design_scores_gemma":[0.000049841852,0.00008761126,0.0006933567,0.00015728737,0.000029269735,0.00026251975,0.00008671939,0.005815104,0.0027658197,0.00374396,0.98627335,0.000035110756],"about_ca_topic_score_codex":0.011298307,"about_ca_topic_score_gemma":0.019047635,"teacher_disagreement_score":0.3194929,"about_ca_system_score_codex":0.0017730936,"about_ca_system_score_gemma":0.002418851,"threshold_uncertainty_score":0.9706608},"labels":[],"label_agreement":null},{"id":"W7116273829","doi":"10.18280/ijsse.150904","title":"Hybrid Lightweight Cryptographic Framework for Enhancing Security and Efficiency in Healthcare Wireless Sensor Networks","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Cryptography; Key distribution in wireless sensor networks; Wireless; Key (lock)","score_opus":0.005119878274073769,"score_gpt":0.24218904585794213,"score_spread":0.23706916758386837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116273829","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08010921,0.0013623708,0.91170603,0.00036724334,0.00009965763,0.00020623308,0.00006806451,0.0009763287,0.005104848],"genre_scores_gemma":[0.8188078,0.00085666927,0.17627658,0.00015035924,0.00005786337,0.00014730639,0.00012516166,0.000059688886,0.0035185511],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994332,0.00016861307,0.00004616655,0.000055347955,0.00022996266,0.000066692504],"domain_scores_gemma":[0.99958676,0.000095497715,0.000057438774,0.000109906505,0.00012448174,0.000025940026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008885255,0.00039642473,0.0003074765,0.0005397424,0.00035934983,0.0007733827,0.0007183528,0.0003532348,0.0010686931],"category_scores_gemma":[0.0008444517,0.00014233464,0.0003859464,0.00031435073,0.00043772,0.0015576881,0.0009109405,0.0004690324,0.00041288923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090707315,0.0003100643,0.0026147957,0.000774554,0.0001756214,0.00078690343,0.0004319308,0.09976905,0.38371745,0.21663386,0.005056382,0.2888224],"study_design_scores_gemma":[0.00012689775,0.0010779775,0.001646001,0.00012010979,0.00016504548,0.0017829732,0.00021267615,0.6888879,0.23525016,0.036734767,0.033908714,0.00008680704],"about_ca_topic_score_codex":0.00031206672,"about_ca_topic_score_gemma":0.0003871023,"teacher_disagreement_score":0.0010686931,"about_ca_system_score_codex":0.0004987645,"about_ca_system_score_gemma":0.0008248916,"threshold_uncertainty_score":0.0046990514},"labels":[],"label_agreement":null},{"id":"W7116761138","doi":"10.18280/mmep.121126","title":"Secure and Adaptive Routing in Wireless Sensor Networks Using Meta-Router and TGAT-TrustChain","year":2025,"lang":"","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Routing (electronic design automation); Dynamic Source Routing; Key (lock); Routing protocol; Multipath routing; Noise (video)","score_opus":0.03842262396445534,"score_gpt":0.2298681260205029,"score_spread":0.19144550205604757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116761138","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045247257,0.00021281259,0.95076454,0.00037850745,0.00006172162,0.00006668634,0.000038819493,0.0002748044,0.0029548288],"genre_scores_gemma":[0.89811003,0.00027333095,0.09861736,0.000050488627,0.000038379658,0.00012624908,0.000054588356,0.000042642827,0.0026870114],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985139,0.00061166496,0.000120612014,0.00027447726,0.0003376833,0.00014171671],"domain_scores_gemma":[0.99690396,0.001421308,0.0002862333,0.00083537295,0.00040179704,0.00015126175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002527435,0.00034287758,0.00090517645,0.00058766786,0.0009055949,0.002036893,0.0012685276,0.0012481307,0.0017935929],"category_scores_gemma":[0.005574266,0.0003935435,0.00073701266,0.0008199794,0.0018113418,0.003690864,0.0020657994,0.0015423269,0.00032206046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024164762,0.00008421185,0.0010591387,0.00011783154,0.000068061956,0.00035336707,0.00021215413,0.49526194,0.00806488,0.45575544,0.0008054268,0.037975818],"study_design_scores_gemma":[0.000021404983,0.00004753502,0.00007661092,0.000010212451,0.000015275817,0.00006235336,0.000021086458,0.8942567,0.0013160424,0.10340825,0.00075258256,0.000011967381],"about_ca_topic_score_codex":0.0012782478,"about_ca_topic_score_gemma":0.001328631,"teacher_disagreement_score":0.002527435,"about_ca_system_score_codex":0.00085915066,"about_ca_system_score_gemma":0.0013918828,"threshold_uncertainty_score":0.01336652},"labels":[],"label_agreement":null},{"id":"W7118440244","doi":"10.18280/ijsse.151007","title":"Toward Reliable Key Distribution in Wireless Ad Hoc Networks: A Software-Based Comparative Analysis of Key Management Schemes","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Key (lock); Wireless ad hoc network; Wireless; Reliability (semiconductor); Key management","score_opus":0.009851987775013463,"score_gpt":0.24676202705575928,"score_spread":0.23691003928074583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118440244","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11991944,0.005938672,0.8587828,0.0011258436,0.00012764258,0.00015793035,0.00006215684,0.00023740168,0.013648027],"genre_scores_gemma":[0.87523776,0.004884042,0.116133824,0.00014712327,0.00028604624,0.0001376984,0.00011407327,0.00012515696,0.0029341262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99430746,0.0022078813,0.00024334512,0.00027696643,0.0025854667,0.0003788452],"domain_scores_gemma":[0.97673666,0.0143672535,0.001573204,0.0025580295,0.0044777147,0.00028727244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059152422,0.00078412367,0.0008685088,0.0035168636,0.00078641006,0.0029077744,0.0015576837,0.001321824,0.002549503],"category_scores_gemma":[0.025941243,0.0004508531,0.0009264281,0.0027473178,0.001971905,0.0066368734,0.0018236256,0.0016267434,0.00045240493],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008393236,0.00023511235,0.0023368262,0.0006093842,0.00017837524,0.00015817977,0.0004344747,0.30688316,0.01851988,0.5185653,0.0018774455,0.14936249],"study_design_scores_gemma":[0.00006028404,0.00064020534,0.0011371144,0.00011737679,0.00012322445,0.00041786104,0.00020940627,0.8886546,0.0071229134,0.09760654,0.0038669498,0.00004353707],"about_ca_topic_score_codex":0.0007955006,"about_ca_topic_score_gemma":0.00063535717,"teacher_disagreement_score":0.0059152422,"about_ca_system_score_codex":0.0020750742,"about_ca_system_score_gemma":0.0018750482,"threshold_uncertainty_score":0.03128314},"labels":[],"label_agreement":null},{"id":"W7125630418","doi":"10.1109/cascon66301.2025.00047","title":"Data Augmentation with RNN-Driven CGANs for RF Jamming Intrusion Detection","year":2025,"lang":"","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Intrusion detection system; Noise (video); Pattern recognition (psychology); Jamming; Intrusion","score_opus":0.03131631250196598,"score_gpt":0.29489000036942226,"score_spread":0.2635736878674563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125630418","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06154293,0.000507058,0.9306794,0.00037568843,0.0004988553,0.00008463399,0.00022129837,0.0027745243,0.0033156425],"genre_scores_gemma":[0.7635291,0.0001945525,0.23159811,0.00035460677,0.00013261028,0.00009127036,0.0004372581,0.00017467105,0.0034877951],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99966264,0.00006997335,0.000015502688,0.00007870842,0.00012275248,0.00005043723],"domain_scores_gemma":[0.9992285,0.00026344493,0.000046982164,0.00012485588,0.00030702644,0.000029199473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006353959,0.00072432373,0.00046132985,0.0003346826,0.00031462868,0.00037746804,0.0008166902,0.00049309875,0.0015559405],"category_scores_gemma":[0.0022698585,0.00021077893,0.00028694162,0.0003885164,0.0003495937,0.00076241454,0.00093735394,0.001153903,0.00049560517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001010358,0.0003058199,0.0022943856,0.00013062221,0.00007608401,0.00016821692,0.00014334146,0.27896813,0.08205016,0.0050094975,0.0070624584,0.622781],"study_design_scores_gemma":[0.000008722717,0.000049799874,0.0004170116,0.0000076140554,0.0000104713345,0.00003140006,0.000010705924,0.9849626,0.012224912,0.0010033355,0.001265305,0.000008160615],"about_ca_topic_score_codex":0.003995133,"about_ca_topic_score_gemma":0.007434795,"teacher_disagreement_score":0.003995133,"about_ca_system_score_codex":0.00035234168,"about_ca_system_score_gemma":0.0006561808,"threshold_uncertainty_score":0.007943749},"labels":[],"label_agreement":null},{"id":"W7127077504","doi":"10.18280/ijsse.151110","title":"Intrusion Detection for Flooding-Based Denial-of-Service Attacks in Wireless Sensor Networks Using a Long Short-Term Memory Deep Learning Model","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deep learning; Wireless sensor network; Intrusion detection system; Long short term memory; Intrusion","score_opus":0.011481529343843302,"score_gpt":0.2576919391487396,"score_spread":0.2462104098048963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127077504","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40259635,0.00092982413,0.5896701,0.0007733585,0.00012700677,0.00010378989,0.00023982355,0.0016945279,0.0038652036],"genre_scores_gemma":[0.97205746,0.0002565677,0.025548946,0.000100530284,0.0000176031,0.00006106333,0.00021101261,0.000015198776,0.0017316018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998534,0.00002347639,0.000013146927,0.000039086088,0.00003798969,0.000032861346],"domain_scores_gemma":[0.9998005,0.000072846626,0.000030548767,0.000013418116,0.00007154571,0.000011213406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004091466,0.00054966746,0.00038537156,0.00043324393,0.00022033729,0.00042111182,0.00062815956,0.0004983748,0.0005277953],"category_scores_gemma":[0.0009083036,0.0001886704,0.00047398827,0.0003141434,0.00025290402,0.00079740555,0.0004768567,0.0007688074,0.0001289273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021299663,0.00024208016,0.006343995,0.00009610504,0.000098626384,0.00012357856,0.00008935628,0.79161525,0.012689969,0.0020109047,0.0015574602,0.18491973],"study_design_scores_gemma":[0.0000014737572,0.000025715693,0.00026752704,0.0000025117197,0.0000053898652,0.000007726061,0.000004668905,0.99785835,0.0013999973,0.00033596842,0.00008847914,0.0000022070296],"about_ca_topic_score_codex":0.0061900937,"about_ca_topic_score_gemma":0.0058972603,"teacher_disagreement_score":0.0061900937,"about_ca_system_score_codex":0.0006351244,"about_ca_system_score_gemma":0.0006904326,"threshold_uncertainty_score":0.012308121},"labels":[],"label_agreement":null},{"id":"W7127100825","doi":"10.18280/ijsse.151111","title":"Evaluating Blackhole Attack Detection Strategies for Secure Heterogeneous Wireless Sensor Networks","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Key distribution in wireless sensor networks; Wireless; Wireless network; Packet drop attack","score_opus":0.017626052209608424,"score_gpt":0.2988101724070738,"score_spread":0.28118412019746536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127100825","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21348043,0.28919393,0.47591174,0.00081792526,0.000590569,0.0009186889,0.00011741567,0.0005908157,0.018378502],"genre_scores_gemma":[0.84903455,0.08906538,0.059490483,0.0002551899,0.00012150934,0.0002526189,0.00014315279,0.000039076836,0.001597982],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986155,0.000462107,0.000098226155,0.0001566805,0.0005437054,0.00012380649],"domain_scores_gemma":[0.99724555,0.0018162461,0.00027393337,0.0001223273,0.00048718313,0.000054849825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016324315,0.0010655752,0.00074287306,0.0012530204,0.0002680943,0.00090828846,0.00096289674,0.0007783192,0.00055257924],"category_scores_gemma":[0.005146005,0.00025235148,0.00067760196,0.0005681325,0.0004086724,0.0017952943,0.0005347767,0.000478844,0.00015732642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005772731,0.00034489357,0.0047386414,0.009544934,0.00072999496,0.0003854993,0.0002749692,0.15672272,0.06230863,0.018029612,0.0026208751,0.743722],"study_design_scores_gemma":[0.0001572874,0.008812974,0.0057989084,0.0025801798,0.0018113556,0.0019136984,0.0007317596,0.74122304,0.16978736,0.017802324,0.049168516,0.0002125255],"about_ca_topic_score_codex":0.0004305733,"about_ca_topic_score_gemma":0.0005910748,"teacher_disagreement_score":0.0016324315,"about_ca_system_score_codex":0.00052523805,"about_ca_system_score_gemma":0.0005965553,"threshold_uncertainty_score":0.008633256},"labels":[],"label_agreement":null},{"id":"W7132964714","doi":"","title":"Combinatorial techniques for key distribution and information storage","year":2007,"lang":"","type":"dissertation","venue":"TSpace","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; University of Toronto","keywords":"Decoding methods; Encryption; Key (lock); Broadcast encryption; Node (physics); Public-key cryptography; Broadcasting (networking); Identifier; Key distribution","score_opus":0.010849746887382298,"score_gpt":0.31527190318040066,"score_spread":0.3044221562930184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132964714","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016990314,0.000704053,0.9844998,0.00044570927,0.00010178008,0.000064962944,0.00009633643,0.00016810508,0.012220089],"genre_scores_gemma":[0.17404306,0.003845609,0.7963514,0.0005727652,0.00076251116,0.00089703343,0.000488905,0.0005368565,0.022501847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99711275,0.0010193376,0.000229874,0.00053898635,0.00087269925,0.00022637316],"domain_scores_gemma":[0.9957404,0.0020955687,0.00034199352,0.0013046232,0.00042539992,0.00009206202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020504752,0.0016369397,0.0012377099,0.0024412689,0.0017695962,0.0038509103,0.0031923235,0.0016992746,0.01143743],"category_scores_gemma":[0.008210517,0.0010507366,0.002180379,0.004128934,0.0032981217,0.007738485,0.0028056938,0.0044139316,0.003734597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018669762,0.00002187021,0.000063881795,0.00009552369,0.000017619694,0.000036107707,0.000056700614,0.01958845,0.00089729665,0.9579174,0.0021605534,0.019125892],"study_design_scores_gemma":[0.000023605702,0.000038623974,0.00006066179,0.00005408905,0.00002452342,0.00018332448,0.000035112298,0.14298467,0.0017859248,0.83344066,0.021340955,0.00002787483],"about_ca_topic_score_codex":0.00091649266,"about_ca_topic_score_gemma":0.0010542223,"teacher_disagreement_score":0.01143743,"about_ca_system_score_codex":0.0032464142,"about_ca_system_score_gemma":0.0018187956,"threshold_uncertainty_score":0.03826195},"labels":[],"label_agreement":null},{"id":"W7135491511","doi":"","title":"IoT Key Exchange Performance Analysis","year":2022,"lang":"en","type":"article","venue":"Explore Bristol Research","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"UK Research and Innovation","keywords":"Key (lock); Session (web analytics); Energy consumption; Session key; Security association; Process (computing); Key exchange; Software; Energy (signal processing)","score_opus":0.14603417925900442,"score_gpt":0.3582211121767135,"score_spread":0.21218693291770907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7135491511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90916604,0.001206824,0.058908645,0.00051361625,0.000120221586,0.00018159825,0.0009844166,0.0015844095,0.027334284],"genre_scores_gemma":[0.9940346,0.00020558604,0.0033090506,0.00003688201,0.000014380832,0.00005035561,0.00061661785,0.000064319254,0.0016681955],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99739933,0.0003792094,0.00020753471,0.00031640046,0.0011711011,0.0005264465],"domain_scores_gemma":[0.9928663,0.0040441696,0.0006726547,0.0008541632,0.0014139863,0.00014871944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014394075,0.00053383096,0.00054023403,0.0013329858,0.0004897838,0.000910596,0.00061210146,0.00059975334,0.004644083],"category_scores_gemma":[0.008557241,0.00013564205,0.00026759913,0.0018422717,0.00041877534,0.0018281206,0.0005052682,0.00041610142,0.0011290002],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057048546,0.0008963298,0.02794778,0.000826597,0.00028530392,0.0007050765,0.0006031736,0.5981058,0.13540955,0.021267936,0.009044245,0.19920349],"study_design_scores_gemma":[0.000117809024,0.0016566152,0.015793733,0.00005311973,0.00009284358,0.0009747602,0.00038251604,0.8496796,0.12035917,0.0051923417,0.005608449,0.000089136294],"about_ca_topic_score_codex":0.0008780805,"about_ca_topic_score_gemma":0.0005556028,"teacher_disagreement_score":0.004644083,"about_ca_system_score_codex":0.0010114961,"about_ca_system_score_gemma":0.00039048918,"threshold_uncertainty_score":0.01553607},"labels":[],"label_agreement":null},{"id":"W7138882834","doi":"10.5220/0006129600001486","title":"Outsourcing Scheme of ABE Encryption Secure against Malicious Adversary","year":2017,"lang":"","type":"article","venue":"","topic":"Security in Wireless Sensor Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Encryption; Adversary; Outsourcing; Scheme (mathematics); Cryptography; Confidentiality","score_opus":0.020451105046781347,"score_gpt":0.26510298599662063,"score_spread":0.24465188094983928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138882834","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30608636,0.0014448798,0.63457483,0.0042210943,0.00046687794,0.00056800107,0.0011882951,0.0010771203,0.05037257],"genre_scores_gemma":[0.9452436,0.00056759565,0.03986186,0.00015682337,0.00009461651,0.0001410473,0.0003639145,0.000039316074,0.013531081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975852,0.00051672856,0.00018497507,0.0002709636,0.0008892319,0.0005529724],"domain_scores_gemma":[0.99813,0.0003066854,0.00015145456,0.0010268085,0.00026373946,0.00012123809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012248928,0.00040320354,0.0009814949,0.00035284975,0.0011614243,0.0017168312,0.00097379653,0.00082124537,0.0037180963],"category_scores_gemma":[0.0019686485,0.000290421,0.0006661643,0.0008292628,0.0010079565,0.0038364376,0.0023797296,0.0019649905,0.0012154006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011293237,0.00040804522,0.0027047505,0.0003640353,0.00012821188,0.0008655791,0.0010945484,0.02745173,0.0531306,0.8091461,0.011498397,0.09207869],"study_design_scores_gemma":[0.00033359134,0.0005763005,0.003134584,0.000151365,0.00024527247,0.0030962795,0.00073484366,0.32396263,0.105712295,0.5074965,0.054375757,0.00018062952],"about_ca_topic_score_codex":0.0008187953,"about_ca_topic_score_gemma":0.0006496623,"teacher_disagreement_score":0.0037180963,"about_ca_system_score_codex":0.0010466404,"about_ca_system_score_gemma":0.0020000278,"threshold_uncertainty_score":0.012438297},"labels":[],"label_agreement":null}]}