{"meta":{"query_hash":"abca520aa4fe","filters":{"topic":"Information and Cyber Security"},"cohort_total":937,"direct_labels_cover":1,"predictions_cover":937,"exported":937,"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/abca520aa4fe","api":"https://metacan.xera.ac/api/v1/cohort?topic=Information+and+Cyber+Security"},"results":[{"id":"W10277313","doi":"10.1300/j027v07n01_03","title":"Towards cyber safety education in primary schools in Africa","year":2014,"lang":"en","type":"article","venue":"HAISA","topic":"Information and Cyber Security","field":"Computer Science","cited_by":25,"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":"Primary education; Political science; Public relations; Computer security; Pedagogy; Computer science; Sociology","score_opus":0.008485247609108059,"score_gpt":0.2313060306558573,"score_spread":0.22282078304674924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10277313","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":[0.99137104,0.0009334092,0.00010061878,0.0023267674,0.000028695938,0.00007212892,0.000119623895,0.0000061922574,0.0050414554],"genre_scores_gemma":[0.9958407,0.0009464513,0.00030068855,0.000479775,0.0000068335335,0.00003337592,0.000048045335,0.0000017162315,0.0023422462],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918216,0.00018153807,0.000031003878,0.00006116142,0.0000980113,0.00044614283],"domain_scores_gemma":[0.99867946,0.00017229945,0.00028855415,0.000029679322,0.00023829876,0.00059158873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009651833,0.0002199733,0.0001748545,0.0015926887,0.0023937752,0.0018101551,0.00038005496,0.0006608794,0.004237672],"category_scores_gemma":[0.0022361598,0.00031120807,0.00016111108,0.0015681387,0.00086819154,0.0010969015,0.0014039042,0.00087934016,0.0005563537],"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":[0.000074114716,0.00072498416,0.8332292,0.00056545914,0.000016449947,0.0019162322,0.06738637,0.00016366034,0.0029013213,0.0060527027,0.0032893105,0.08368029],"study_design_scores_gemma":[0.000017706303,0.00024812424,0.8988644,0.00066012645,0.000011403227,0.00034448836,0.07803583,0.00015488366,0.00047039433,0.00055553374,0.020626249,0.000010842139],"about_ca_topic_score_codex":0.08901631,"about_ca_topic_score_gemma":0.18685865,"teacher_disagreement_score":0.08901631,"about_ca_system_score_codex":0.0029157693,"about_ca_system_score_gemma":0.009901994,"threshold_uncertainty_score":0.17699635},"labels":[],"label_agreement":null},{"id":"W106918705","doi":"","title":"Analyzing security requirements as relationships among strategic actors","year":2002,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":82,"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; Usability; Abstraction; Order (exchange); Computer security; Dependency (UML); Process (computing); Software security assurance; Risk analysis (engineering); Knowledge management; Process management; Information security; Security service; Software engineering; Business; Human–computer interaction","score_opus":0.0757097229190206,"score_gpt":0.265269922321964,"score_spread":0.18956019940294339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W106918705","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":[0.15525787,0.00015557173,0.8139667,0.0014998624,0.000016905273,0.0003112343,0.0001868911,0.00021237304,0.028392669],"genre_scores_gemma":[0.82998025,0.00023711246,0.1659536,0.00011598678,0.000014323964,0.00037519017,0.0004035675,0.00007014775,0.0028498208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9925385,0.004587318,0.00031310413,0.00038741127,0.0017335649,0.000440012],"domain_scores_gemma":[0.98330194,0.012529537,0.0014212579,0.001003807,0.0014266232,0.0003167149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043020896,0.0007321719,0.00029796385,0.0018129166,0.001112876,0.00261109,0.00080080325,0.0016819647,0.0027890378],"category_scores_gemma":[0.019745773,0.0007511027,0.00089231797,0.0011493537,0.00242854,0.0057214643,0.001777074,0.0018108081,0.000537294],"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":[0.00012230167,0.00017599906,0.01326962,0.00032187247,0.000076017015,0.0010075291,0.0042642453,0.24718615,0.0099550765,0.68376875,0.0016456813,0.03820671],"study_design_scores_gemma":[0.000030842722,0.00010762693,0.00412014,0.00012910958,0.000078346275,0.00042667426,0.0036110156,0.70228493,0.005539164,0.2684362,0.01518585,0.000050137598],"about_ca_topic_score_codex":0.0036176818,"about_ca_topic_score_gemma":0.0036988594,"teacher_disagreement_score":0.0043020896,"about_ca_system_score_codex":0.0019011293,"about_ca_system_score_gemma":0.0020931968,"threshold_uncertainty_score":0.022751868},"labels":[],"label_agreement":null},{"id":"W1131981466","doi":"","title":"Coping with BYOD Security Threat: From Management Perspective","year":2015,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Bring your own device; Coping (psychology); Outsourcing; Computer security; Perspective (graphical); Security policy; Computer science; Business; Risk analysis (engineering); Mobile device; Marketing; Psychology","score_opus":0.012221305027747728,"score_gpt":0.2327595400087666,"score_spread":0.22053823498101888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1131981466","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":[0.91804314,0.001413089,0.0065878457,0.021538336,0.00016660064,0.0000820546,0.000030020554,0.000025299978,0.052113704],"genre_scores_gemma":[0.9954385,0.00062679296,0.00096483814,0.00097618066,0.000042803716,0.000018712259,0.000012102554,0.000003420108,0.0019165841],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99717075,0.0012584139,0.00006660667,0.00019760724,0.0005131137,0.00079356955],"domain_scores_gemma":[0.99681467,0.00060197216,0.0012274395,0.000090525944,0.0004012231,0.0008643098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018707534,0.0005556221,0.00022384708,0.0013998462,0.0031299267,0.005108286,0.000580915,0.0020137643,0.00231973],"category_scores_gemma":[0.0028907561,0.00018475163,0.0003356698,0.0006540184,0.0028860017,0.0029797035,0.0023190107,0.0018204369,0.0002691854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012512822,0.002241548,0.28631708,0.00070107356,0.00017078724,0.0047106156,0.41099542,0.0010688815,0.009736597,0.14315413,0.012736421,0.12804233],"study_design_scores_gemma":[0.00003374011,0.00088056305,0.16269405,0.00081095204,0.00011532368,0.0024978581,0.71032816,0.004436323,0.002146858,0.035701923,0.0802295,0.00012472685],"about_ca_topic_score_codex":0.0018704775,"about_ca_topic_score_gemma":0.0025514476,"teacher_disagreement_score":0.005108286,"about_ca_system_score_codex":0.0016845064,"about_ca_system_score_gemma":0.0024092246,"threshold_uncertainty_score":0.012221992},"labels":[],"label_agreement":null},{"id":"W115509065","doi":"","title":"Leading Through Crisis: Competencies for Effective Sport Security Professionals","year":2012,"lang":"en","type":"article","venue":"Aquila Digital Community (University of Southern Mississippi)","topic":"Information and Cyber Security","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":"Business; Public relations; Political science","score_opus":0.019454878400024408,"score_gpt":0.24183164157927547,"score_spread":0.22237676317925106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115509065","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":[0.84886074,0.0011081978,0.0065759313,0.012649234,0.00026186972,0.0010930141,0.0002630933,0.0001730246,0.12901485],"genre_scores_gemma":[0.9719711,0.0010381927,0.016143732,0.0008613349,0.000035864457,0.00028317232,0.00020699618,0.000014159129,0.009445435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992061,0.0002628568,0.00005640632,0.000040874733,0.00021377526,0.00021995355],"domain_scores_gemma":[0.996167,0.000599152,0.00049488357,0.000105971754,0.0006775918,0.0019554286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016526027,0.00022660477,0.00014322407,0.0008645333,0.00093698106,0.0016111679,0.00041105834,0.00053647376,0.0051556816],"category_scores_gemma":[0.0045769913,0.00020251005,0.00019434653,0.0003494706,0.00089115906,0.00097100093,0.0018348632,0.0012744932,0.0010554036],"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":[0.00015652456,0.0048723607,0.2312791,0.001328467,0.000041739146,0.0017300512,0.064801626,0.0014947971,0.010901278,0.02019482,0.09675368,0.56644547],"study_design_scores_gemma":[0.00010802112,0.0013942891,0.6365503,0.0020558217,0.000036721576,0.0038469206,0.13051634,0.0036449884,0.003602772,0.020316394,0.19782566,0.00010169463],"about_ca_topic_score_codex":0.002746739,"about_ca_topic_score_gemma":0.008651,"teacher_disagreement_score":0.0051556816,"about_ca_system_score_codex":0.0008262312,"about_ca_system_score_gemma":0.0077119702,"threshold_uncertainty_score":0.017247498},"labels":[],"label_agreement":null},{"id":"W1490050818","doi":"","title":"A Requirements Management Framework for Privacy Compliance.","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":24,"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":"Legislation; Compliance (psychology); Privacy by Design; Custodians; Business process; Computer science; Information privacy; Business; Internet privacy; Knowledge management; Process management; Computer security; Law; Political science","score_opus":0.06529324129105707,"score_gpt":0.3399910658789428,"score_spread":0.2746978245878857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490050818","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":[0.0006821819,0.00071004254,0.9715398,0.005185143,0.00019960855,0.0014797654,0.0006755421,0.001421522,0.018106345],"genre_scores_gemma":[0.015442602,0.0008030142,0.9741939,0.0012500958,0.00015032578,0.0020987801,0.0018620805,0.00023557429,0.0039636116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93514806,0.03363279,0.009055893,0.004033587,0.016483162,0.0016465079],"domain_scores_gemma":[0.94981515,0.025533274,0.0032355192,0.0073925583,0.012583701,0.0014397601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.060601912,0.002961429,0.0016305665,0.007241123,0.004642463,0.012801554,0.005989992,0.0066830153,0.006031472],"category_scores_gemma":[0.054600023,0.0022764707,0.0047207098,0.0053958236,0.0061800936,0.012282383,0.006591214,0.008674345,0.00506896],"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":[0.00003535257,0.00018994819,0.0004089302,0.00069570995,0.00009298248,0.0007086063,0.0026332075,0.011331627,0.0018592286,0.87705404,0.024367105,0.080623284],"study_design_scores_gemma":[0.0000935865,0.000109440836,0.00039570694,0.0020666777,0.000087594344,0.0010303169,0.0013915262,0.044500045,0.0024577056,0.47734722,0.47035912,0.0001611108],"about_ca_topic_score_codex":0.016870502,"about_ca_topic_score_gemma":0.010682508,"teacher_disagreement_score":0.060601912,"about_ca_system_score_codex":0.008075452,"about_ca_system_score_gemma":0.019985858,"threshold_uncertainty_score":0.32049733},"labels":[],"label_agreement":null},{"id":"W150269170","doi":"","title":"Security tools: TSIEM and AppScan source for security","year":2011,"lang":"en","type":"article","venue":"Conference of the Centre for Advanced Studies on Collaborative Research","topic":"Information and Cyber Security","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":"IBM (Canada)","funders":"","keywords":"Computer security; Security information and event management; Computer science; Information security audit; Software security assurance; Security service; Security testing; Audit; Information security management; Information security; Cloud computing security; Encryption; Computer security model; Security through obscurity; Information security standards; Application security; Security bug; Security engineering; Business; Cloud computing; Accounting; Network security policy; Operating system","score_opus":0.14509533020478907,"score_gpt":0.3758630512764004,"score_spread":0.23076772107161134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W150269170","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016818903,0.0029297336,0.27566335,0.0059641465,0.0017505804,0.0011642122,0.012152543,0.4078716,0.27568498],"genre_scores_gemma":[0.10115201,0.0039693206,0.3563817,0.002741353,0.000680085,0.0017617937,0.04780407,0.10325375,0.38225594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878794,0.00012611227,0.00009518981,0.00016011593,0.0007076764,0.00012294066],"domain_scores_gemma":[0.9976915,0.0006809464,0.00014514095,0.0005105167,0.00071556383,0.00025646703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013712562,0.0013310715,0.00039072862,0.002252667,0.00080802356,0.0029998731,0.0018696204,0.0013105995,0.06059507],"category_scores_gemma":[0.005910335,0.0009427471,0.00087712094,0.0010420082,0.0005511737,0.0042655137,0.003220287,0.00274734,0.022851147],"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":[0.00057854084,0.0002145087,0.0011087329,0.00084443256,0.000055379267,0.0011253187,0.0025904637,0.0011704079,0.015551676,0.04036993,0.50719625,0.42919433],"study_design_scores_gemma":[0.00010460204,0.00009979159,0.0017384862,0.00041834833,0.000049025148,0.000981907,0.00024576008,0.005760846,0.0124042975,0.012293596,0.9658088,0.0000944144],"about_ca_topic_score_codex":0.0021206944,"about_ca_topic_score_gemma":0.0028151616,"teacher_disagreement_score":0.06059507,"about_ca_system_score_codex":0.0006189691,"about_ca_system_score_gemma":0.0018143593,"threshold_uncertainty_score":0.20271069},"labels":[],"label_agreement":null},{"id":"W1515655072","doi":"10.1007/978-0-387-09699-5_34","title":"A Vulnerability Prioritization System Using A Fuzzy Risk Analysis Approach","year":2008,"lang":"en","type":"book-chapter","venue":"IFIP International Federation for Information Processing/IFIP","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Vulnerability (computing); Fuzzy inference system; Prioritization; Computer science; Rank (graph theory); Risk analysis (engineering); Fuzzy logic; Inference; Vulnerability assessment; Work (physics); Risk assessment; Computer security; Data mining; Artificial intelligence; Fuzzy control system; Adaptive neuro fuzzy inference system; Business; Engineering; Management science; Mathematics; Psychology","score_opus":0.02336142077001494,"score_gpt":0.25816385838250944,"score_spread":0.2348024376124945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515655072","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":[0.012769854,0.00010768257,0.98207915,0.00011986972,0.000027479762,0.00011196799,0.00016303432,0.0011809873,0.003439909],"genre_scores_gemma":[0.20564221,0.0001550603,0.790075,0.000061542945,0.00003199762,0.00018110052,0.00034320742,0.00010044067,0.0034094555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99911827,0.00015685883,0.00008988054,0.00014369281,0.00042501854,0.00006623016],"domain_scores_gemma":[0.99852604,0.0006593867,0.00010334875,0.0001017165,0.00055755634,0.000052059924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019209187,0.0008989632,0.0010300698,0.0034402856,0.0009773849,0.0020484836,0.0014922759,0.0007601399,0.005377404],"category_scores_gemma":[0.0031708013,0.00047422643,0.0011535008,0.0016700045,0.00041190113,0.0020720805,0.001037187,0.00085601845,0.0008395111],"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":[0.00033341112,0.00024484145,0.0029743304,0.00023253304,0.00032105568,0.00034388926,0.00033501975,0.24521208,0.01717287,0.043693732,0.008526569,0.6806097],"study_design_scores_gemma":[0.000039227027,0.00009819564,0.0010581893,0.000045134446,0.00017725959,0.00017016269,0.000111051326,0.9560725,0.0060772058,0.03208648,0.004005809,0.000058815574],"about_ca_topic_score_codex":0.006119497,"about_ca_topic_score_gemma":0.006389217,"teacher_disagreement_score":0.006119497,"about_ca_system_score_codex":0.0012660307,"about_ca_system_score_gemma":0.0014893678,"threshold_uncertainty_score":0.017989218},"labels":[],"label_agreement":null},{"id":"W1520761104","doi":"10.2139/ssrn.2285816","title":"Network Security and Contagion","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"University of Toronto","funders":"","keywords":"Business; Emotional contagion; Psychology; Social psychology","score_opus":0.0039296481566303415,"score_gpt":0.19529228488370787,"score_spread":0.19136263672707754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520761104","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":[0.6204972,0.017661002,0.04409558,0.021972246,0.0004943754,0.000057665624,0.00021857418,0.00007314911,0.29493016],"genre_scores_gemma":[0.9932261,0.002015653,0.00039533558,0.00016671071,0.00016094303,0.000009458931,0.000017616952,0.0000043285945,0.004003932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958247,0.00017608721,0.000017647277,0.000067144305,0.00008597,0.00007080438],"domain_scores_gemma":[0.9944007,0.0038070204,0.000799553,0.0004464255,0.00030554185,0.00024072768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084538356,0.000268945,0.00031218963,0.0012151581,0.0007579564,0.0027292557,0.00030775394,0.0017594694,0.006956397],"category_scores_gemma":[0.0056071877,0.0001549636,0.00023726579,0.0011497473,0.00314698,0.004399451,0.0015501117,0.0015229101,0.00034160673],"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":[0.00007345173,0.000040102095,0.011193457,0.00009768298,0.00007338948,0.000581558,0.0014177803,0.006229506,0.0006875233,0.9572351,0.002653155,0.019717444],"study_design_scores_gemma":[0.000014163236,0.00004403598,0.008770422,0.00009502243,0.000060029823,0.00037853318,0.0012113784,0.013108414,0.00027972626,0.96167123,0.014346475,0.000020651732],"about_ca_topic_score_codex":0.0023367605,"about_ca_topic_score_gemma":0.0027855027,"teacher_disagreement_score":0.006956397,"about_ca_system_score_codex":0.00089025893,"about_ca_system_score_gemma":0.0003754685,"threshold_uncertainty_score":0.023271501},"labels":[],"label_agreement":null},{"id":"W1521541959","doi":"10.1109/csac.2005.29","title":"Highlights from the 2005 New Security Paradigms Workshop","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Panel discussion; Session (web analytics); Computer science; Selection (genetic algorithm); Data science; World Wide Web; Library science; Artificial intelligence","score_opus":0.013187704179846507,"score_gpt":0.23028153520872963,"score_spread":0.21709383102888313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521541959","genre_codex":"commentary","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":[0.0037102534,0.059864983,0.006355124,0.5022176,0.33532512,0.00043179348,0.0008410187,0.00030704186,0.09094704],"genre_scores_gemma":[0.053284384,0.112323076,0.0115312515,0.16132998,0.19785409,0.001452341,0.004593611,0.0010435759,0.4565878],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99346054,0.001497344,0.000343763,0.00070464896,0.0031875477,0.0008060958],"domain_scores_gemma":[0.99009305,0.0016539028,0.00038317882,0.00024871714,0.0029475896,0.0046736016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014007289,0.0021888013,0.00089955697,0.0021588923,0.0050639105,0.014180129,0.002556604,0.0059678424,0.0190277],"category_scores_gemma":[0.01068139,0.00067472336,0.0019972383,0.0019073881,0.0014364942,0.007396412,0.0061363117,0.012509293,0.008316109],"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":[0.000063308165,0.0000643825,0.0000858532,0.00024299927,0.00001239266,0.00015510642,0.0005233956,0.00016135977,0.0003830338,0.006644948,0.9707267,0.020936528],"study_design_scores_gemma":[0.000015126504,0.00002938808,0.00023629203,0.00032036693,0.000009271831,0.0000644972,0.00077558344,0.00006398093,0.0001769457,0.0036089623,0.99468404,0.000015488187],"about_ca_topic_score_codex":0.0031425238,"about_ca_topic_score_gemma":0.006582702,"teacher_disagreement_score":0.0190277,"about_ca_system_score_codex":0.006609091,"about_ca_system_score_gemma":0.008399364,"threshold_uncertainty_score":0.0740785},"labels":[],"label_agreement":null},{"id":"W1526490979","doi":"","title":"Incentives and Perceptions of Information Security Risks","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Incentive; Perception; Stakeholder; Information security; Risk perception; Knowledge management; Identification (biology); Business; Risk analysis (engineering); Computer science; Public relations; Computer security; Microeconomics; Psychology; Economics","score_opus":0.014036974393559604,"score_gpt":0.247903668628551,"score_spread":0.2338666942349914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526490979","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":[0.98872536,0.00013679622,0.00028552415,0.0010888042,0.000016758187,0.000032590644,0.000032744043,0.0000049580685,0.009676556],"genre_scores_gemma":[0.9989755,0.000059904833,0.0001119271,0.00011692567,0.000009618506,0.000008952268,0.000018037726,0.0000020391615,0.0006970996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950388,0.0025266102,0.00035235693,0.00019716819,0.0010085346,0.0008764594],"domain_scores_gemma":[0.9212118,0.03766737,0.023972198,0.0014641681,0.0048532686,0.01083129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007846336,0.00027830864,0.00027149994,0.0014107084,0.0013049191,0.0034241665,0.0003658571,0.0015117099,0.006652942],"category_scores_gemma":[0.03174462,0.00049640937,0.00042441583,0.0006563675,0.0017806336,0.0015999159,0.0015144575,0.002623202,0.00042912134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009976195,0.0032515826,0.90770614,0.00017291942,0.00016028633,0.0005652956,0.05133178,0.0011009813,0.0023567958,0.012470422,0.0014381292,0.018447995],"study_design_scores_gemma":[0.00019455736,0.0005822405,0.9131497,0.0001352547,0.00006780982,0.00038547203,0.06991089,0.0032495556,0.0007221913,0.004628925,0.006861393,0.000111918656],"about_ca_topic_score_codex":0.005453269,"about_ca_topic_score_gemma":0.0064027924,"teacher_disagreement_score":0.007846336,"about_ca_system_score_codex":0.0015544114,"about_ca_system_score_gemma":0.0014550159,"threshold_uncertainty_score":0.04149592},"labels":[],"label_agreement":null},{"id":"W1531568867","doi":"10.1057/9781137346070_12","title":"Corporate Security and the Stratum of Security Management","year":2014,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Information and Cyber Security","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 Windsor; University of Winnipeg","funders":"","keywords":"Corporate security; Context (archaeology); Security through obscurity; Security convergence; Security management; Critical security studies; Cloud computing security; Computer security; Security information and event management; Business; Diversity (politics); Certified Information Security Manager; Security service; Computer science; Information security; Political science; Network security policy; Corporate governance; Geography; Finance; Law","score_opus":0.012491952518038536,"score_gpt":0.2015613374868104,"score_spread":0.18906938496877188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531568867","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":[0.0038670083,0.022025058,0.0025915399,0.010225579,0.0005588101,0.000016482478,0.000016774386,0.000040685387,0.960658],"genre_scores_gemma":[0.46454185,0.029882055,0.0050018583,0.005872685,0.00109186,0.00009601584,0.00012960599,0.00012462685,0.4932594],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922156,0.000280712,0.000025127023,0.00009919201,0.0002481872,0.00012515605],"domain_scores_gemma":[0.999569,0.00015275436,0.00004037152,0.0000779647,0.00007548265,0.00008448513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007773134,0.0004690621,0.00025666435,0.0011730146,0.002956428,0.0075958166,0.0005315806,0.001667664,0.007755401],"category_scores_gemma":[0.001154291,0.00022169968,0.000194975,0.0015841307,0.009839496,0.0053072064,0.0028293838,0.0033730008,0.002177098],"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":[0.000002429053,0.000005979805,0.00011844267,0.00002228577,8.758503e-7,0.000022913495,0.0022393411,0.000053410327,0.000048959097,0.9676742,0.014511208,0.015299887],"study_design_scores_gemma":[0.000002418646,0.000010883134,0.00058497064,0.00021696345,0.0000022451572,0.00009621426,0.0016948341,0.00017438823,0.000094887604,0.29999352,0.6971238,0.0000049602368],"about_ca_topic_score_codex":0.0051267077,"about_ca_topic_score_gemma":0.0067777075,"teacher_disagreement_score":0.007755401,"about_ca_system_score_codex":0.005080341,"about_ca_system_score_gemma":0.00398518,"threshold_uncertainty_score":0.036860645},"labels":[],"label_agreement":null},{"id":"W1534955925","doi":"","title":"Auditing & e-Commerce: A Risk Framework","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Windsor","funders":"","keywords":"Audit; Business; Accounting; Audit risk; Certification; Business risks; Internal audit; Risk analysis (engineering)","score_opus":0.00531757953729615,"score_gpt":0.23187460331801127,"score_spread":0.22655702378071513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534955925","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":[0.018829005,0.026176848,0.51943696,0.070513345,0.0010076093,0.0007172663,0.00041863357,0.0003384009,0.3625619],"genre_scores_gemma":[0.7774153,0.023266755,0.1537191,0.0054666256,0.0016828246,0.0008691393,0.00026639804,0.00012900653,0.037184868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9900491,0.0054379157,0.00061148347,0.00069996173,0.0024996002,0.00070190924],"domain_scores_gemma":[0.9899137,0.0057133487,0.0016052781,0.0005101354,0.0015399819,0.00071761914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009207108,0.0017910899,0.0007834694,0.006589157,0.0030395598,0.014347418,0.0029084757,0.0061880117,0.004740871],"category_scores_gemma":[0.008078512,0.00078235066,0.0015663675,0.0046609486,0.013985065,0.015007774,0.0059459405,0.0064447857,0.0012433911],"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":[0.0000048010666,0.000023926616,0.0005251767,0.00005150019,0.00000753097,0.00012544221,0.0005644814,0.0017203375,0.000051171537,0.99103886,0.001112149,0.004774495],"study_design_scores_gemma":[0.000009831996,0.000047533387,0.0010067853,0.0005096109,0.000024766787,0.00042318276,0.0018914737,0.009376037,0.00015950316,0.92909,0.057416502,0.000044707733],"about_ca_topic_score_codex":0.006332647,"about_ca_topic_score_gemma":0.003038368,"teacher_disagreement_score":0.014347418,"about_ca_system_score_codex":0.006953492,"about_ca_system_score_gemma":0.006240159,"threshold_uncertainty_score":0.05045134},"labels":[],"label_agreement":null},{"id":"W1536691023","doi":"10.1007/11955498_19","title":"The Service Availability Forum Security Service (SEC): Status and Future Directions","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Ericsson (Canada)","funders":"","keywords":"Computer science; Implementation; Scope (computer science); Middleware (distributed applications); Service (business); Computer security; Security service; Architecture; Interface (matter); Software engineering; Distributed computing; Information security; Operating system","score_opus":0.006967758634258797,"score_gpt":0.21716812104233912,"score_spread":0.21020036240808032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536691023","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":[0.024384003,0.27632257,0.08980998,0.12925458,0.019792197,0.00020987717,0.0013385202,0.0064013745,0.45248687],"genre_scores_gemma":[0.26457855,0.29808724,0.1026984,0.016602665,0.022366568,0.0003814322,0.004403553,0.0012226872,0.28965893],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934345,0.00015380603,0.000032103275,0.000061320585,0.0002944329,0.00011486016],"domain_scores_gemma":[0.99579656,0.001430448,0.00030328613,0.00028445292,0.001263191,0.0009220952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005137856,0.0005589331,0.0005889904,0.0018710028,0.00082108495,0.0048238696,0.0011621641,0.002069748,0.022295892],"category_scores_gemma":[0.003920052,0.0002886747,0.0003369096,0.004218786,0.001327124,0.0073185265,0.0013751194,0.0022484888,0.007806033],"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":[0.00006816208,0.00013306053,0.001236159,0.00032598854,0.000006988175,0.00004167034,0.00016466706,0.0005645839,0.0008282262,0.08142078,0.20615552,0.70905423],"study_design_scores_gemma":[0.000018341463,0.00013279657,0.0012747134,0.0003732878,0.000010873457,0.00021466064,0.00024872806,0.0034534312,0.00043424388,0.022004792,0.97181004,0.00002411641],"about_ca_topic_score_codex":0.0046172403,"about_ca_topic_score_gemma":0.00442436,"teacher_disagreement_score":0.022295892,"about_ca_system_score_codex":0.0018978133,"about_ca_system_score_gemma":0.0037816814,"threshold_uncertainty_score":0.07458717},"labels":[],"label_agreement":null},{"id":"W1559970841","doi":"10.1109/indin.2005.1560452","title":"M-CI/sup 2/: modelling cyber interdependencies between critical infrastructures","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"York University","funders":"","keywords":"Critical infrastructure; Interdependence; Cascading failure; Blackout; Computer science; Critical infrastructure protection; Reliability (semiconductor); Information sharing; Field (mathematics); Resilience (materials science); Computer security; Information system; Complex network; Electric power system; Power (physics); Engineering; World Wide Web","score_opus":0.019468731813293366,"score_gpt":0.2645605169038279,"score_spread":0.24509178509053456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1559970841","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":[0.17391832,0.00067002815,0.75886256,0.0020397059,0.00017211604,0.00032661104,0.0011000293,0.0011591769,0.06175149],"genre_scores_gemma":[0.85864425,0.00044244487,0.13109124,0.00013221432,0.000049357746,0.00032195516,0.00052657747,0.00015257215,0.008639433],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999498,0.00019749522,0.000032902622,0.000084780906,0.00010589288,0.00008089349],"domain_scores_gemma":[0.99836975,0.0009238945,0.00023763241,0.00014764996,0.0001686386,0.00015241593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010590077,0.00084598706,0.00040183598,0.0008057972,0.0009357094,0.00204328,0.0013319395,0.0013352514,0.0050450815],"category_scores_gemma":[0.0036811975,0.00049942837,0.001058801,0.0009092527,0.0013582174,0.0027261362,0.0014518636,0.0013722433,0.0005902712],"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":[0.00004987518,0.00003620567,0.0020569395,0.000050730992,0.000028991257,0.00016442015,0.0002230015,0.8833623,0.0006754988,0.1055467,0.0011141676,0.0066910717],"study_design_scores_gemma":[0.000011237497,0.00001382663,0.00025920497,0.000010463478,0.000009659109,0.000024354336,0.000063646665,0.96450603,0.00022100488,0.031411264,0.0034642762,0.000004986001],"about_ca_topic_score_codex":0.03697388,"about_ca_topic_score_gemma":0.025336875,"teacher_disagreement_score":0.03697388,"about_ca_system_score_codex":0.002206173,"about_ca_system_score_gemma":0.0025094396,"threshold_uncertainty_score":0.07351738},"labels":[],"label_agreement":null},{"id":"W1564506851","doi":"","title":"Roles of Information Security Awareness and Perceived Fairness in Information Security Policy Compliance.","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Information security; Compliance (psychology); Theory of planned behavior; Affect (linguistics); Information security management; Business; Security awareness; Information security standards; Security policy; Knowledge management; Control (management); Psychology; Social psychology; Computer security; Computer science; Cloud computing security; Security information and event management; Network security policy","score_opus":0.01108323811042243,"score_gpt":0.259888310840532,"score_spread":0.24880507273010954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564506851","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":[0.9775243,0.00026904832,0.0077938954,0.001318816,0.00003511048,0.00007165845,0.000026030579,0.00001585413,0.012945337],"genre_scores_gemma":[0.99894387,0.000031163538,0.00077254395,0.000059273454,0.000008799818,0.00001514579,0.0000061310884,0.0000021027836,0.00016103608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9891583,0.007343785,0.0003852965,0.0006120174,0.0017017823,0.00079887453],"domain_scores_gemma":[0.8940044,0.069748744,0.02394592,0.0030900103,0.005105404,0.0041055107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0154766245,0.00035580815,0.0003432794,0.0012237232,0.0012052441,0.0026512041,0.00036297293,0.000901199,0.0017536491],"category_scores_gemma":[0.045524266,0.00030420118,0.0005749881,0.0007173872,0.0025846532,0.0017764007,0.0014542893,0.0020863246,0.000102731065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032534736,0.0016531266,0.91144055,0.00015363208,0.00023351015,0.00016797305,0.017761547,0.0014528249,0.0014860223,0.020026574,0.00030236447,0.04499657],"study_design_scores_gemma":[0.00004715874,0.00069841597,0.95803934,0.00012297361,0.00014533899,0.00020839882,0.00903526,0.008539065,0.0009704459,0.02077096,0.0013655423,0.00005703836],"about_ca_topic_score_codex":0.0031913922,"about_ca_topic_score_gemma":0.0042343047,"teacher_disagreement_score":0.0154766245,"about_ca_system_score_codex":0.0013923396,"about_ca_system_score_gemma":0.0030646794,"threshold_uncertainty_score":0.08184922},"labels":[],"label_agreement":null},{"id":"W1568919821","doi":"","title":"Proceedings of the 2009 workshop on New security paradigms workshop","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Malware; Upload; Advice (programming); Audience measurement; Library science; Political science; World Wide Web; Computer security; Law","score_opus":0.014374082251707391,"score_gpt":0.24095585268928593,"score_spread":0.22658177043757854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1568919821","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":[0.007834418,0.027016988,0.040755644,0.25672433,0.20437568,0.0010786062,0.0031152314,0.0024325252,0.45666653],"genre_scores_gemma":[0.04852106,0.020153752,0.03501548,0.034360144,0.03583575,0.0016499432,0.009663161,0.0025468352,0.8122538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98895615,0.0038627984,0.00061122683,0.0016114484,0.003916731,0.0010415261],"domain_scores_gemma":[0.9861644,0.0029510872,0.00038126242,0.0009497484,0.0046822745,0.0048712986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016292257,0.0015653617,0.0010919616,0.0018932772,0.003965354,0.01470369,0.0038698283,0.004926284,0.10468415],"category_scores_gemma":[0.01791305,0.0006633919,0.0017900527,0.0014937309,0.0016836983,0.011844261,0.008245751,0.0074760327,0.0453992],"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":[0.00010403401,0.00014490062,0.00017936881,0.00031171562,0.000014542051,0.0001281544,0.00072306773,0.0002239826,0.0009824777,0.0197873,0.9152742,0.062126316],"study_design_scores_gemma":[0.000014268155,0.000022167806,0.00018004561,0.00018770425,0.0000061067312,0.000054019452,0.00047763882,0.00024621288,0.0002402084,0.0066736527,0.9918829,0.00001489966],"about_ca_topic_score_codex":0.0022900226,"about_ca_topic_score_gemma":0.004907573,"teacher_disagreement_score":0.10468415,"about_ca_system_score_codex":0.0063398345,"about_ca_system_score_gemma":0.008806921,"threshold_uncertainty_score":0.35020334},"labels":[],"label_agreement":null},{"id":"W1573760589","doi":"","title":"Proceedings of the 17th conference on Security symposium","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Computer security; Political science","score_opus":0.01602742299539948,"score_gpt":0.2103738019595854,"score_spread":0.19434637896418594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573760589","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":[0.054311063,0.017953131,0.04193306,0.043803908,0.08012057,0.00040167032,0.001959366,0.0027712823,0.75674593],"genre_scores_gemma":[0.10408195,0.009465375,0.012150565,0.0022885518,0.0067543164,0.00012717936,0.003238257,0.00042720456,0.86146665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943155,0.00011500992,0.000025273966,0.00007770407,0.00022141403,0.00012911887],"domain_scores_gemma":[0.9983529,0.00016305223,0.000035237237,0.00013801003,0.00081109675,0.00049972796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015582243,0.0008101252,0.00083554554,0.0008185503,0.0016164267,0.0045085256,0.0006942526,0.0013805887,0.10163907],"category_scores_gemma":[0.0012390977,0.00024588188,0.0004726604,0.00054214464,0.00045088452,0.0017589672,0.0013348508,0.001990776,0.043311827],"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":[0.000692595,0.0005820885,0.002967151,0.00018226619,0.000050152128,0.0002416079,0.00036299884,0.0005182374,0.004302377,0.011497134,0.78086257,0.1977409],"study_design_scores_gemma":[0.00005955432,0.00018875007,0.0026607949,0.00012026505,0.00007820574,0.00016021317,0.0004050379,0.0032400622,0.0026117205,0.0043660887,0.9860833,0.00002599201],"about_ca_topic_score_codex":0.003327271,"about_ca_topic_score_gemma":0.013051128,"teacher_disagreement_score":0.10163907,"about_ca_system_score_codex":0.0009423053,"about_ca_system_score_gemma":0.0020799628,"threshold_uncertainty_score":0.34001654},"labels":[],"label_agreement":null},{"id":"W1582730769","doi":"10.9876/sim.v8i4.148","title":"Attitude des utilisateurs de systèmes à l'égard de la protection des informations : un modèle des facteurs d'influence","year":2003,"lang":"fr","type":"article","venue":"Systèmes d information & management","topic":"Information and Cyber Security","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":"Kingston Process Metallurgy (Canada); HEC Montréal","funders":"","keywords":"Theory of reasoned action; Information security; Action (physics); Psychology; Computer science; Social psychology; Computer security","score_opus":0.017912504304055027,"score_gpt":0.2383180456410542,"score_spread":0.22040554133699916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582730769","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":[0.9883405,0.0003018446,0.0010398187,0.0009370469,0.000025405636,0.000013273425,0.000028767774,0.000009383114,0.009303984],"genre_scores_gemma":[0.9981822,0.0001757282,0.00019696192,0.00011240996,0.00001890206,0.0000071836553,0.000016030406,0.000003941983,0.0012866283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621946,0.0020481464,0.0001364348,0.00026982962,0.0010237262,0.00030241482],"domain_scores_gemma":[0.9701919,0.021912986,0.0027836463,0.00091410184,0.0028924686,0.001304955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036786047,0.00027125597,0.0002542943,0.00065116707,0.0005963913,0.002496166,0.00024394308,0.0009391677,0.0037969942],"category_scores_gemma":[0.016957816,0.0002639825,0.0005152227,0.00047961506,0.0013246684,0.0009905541,0.0005344674,0.00084572606,0.0004876393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006177278,0.00039635203,0.87941474,0.00021092739,0.00033308662,0.00048118533,0.031478528,0.0011498543,0.005505133,0.004166777,0.0013930073,0.074852645],"study_design_scores_gemma":[0.000028988687,0.00044151832,0.97413695,0.00007935832,0.00017445059,0.00031934472,0.013764415,0.0022549904,0.0014382722,0.0011114073,0.0061988267,0.000051528514],"about_ca_topic_score_codex":0.008405121,"about_ca_topic_score_gemma":0.0049205557,"teacher_disagreement_score":0.008405121,"about_ca_system_score_codex":0.00078310247,"about_ca_system_score_gemma":0.0005273972,"threshold_uncertainty_score":0.019454539},"labels":[],"label_agreement":null},{"id":"W1585597824","doi":"10.1108/09685220911006678","title":"Information technology security management concerns in global financial services institutions","year":2009,"lang":"en","type":"article","venue":"Information Management & Computer Security","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Dimension (graph theory); Hofstede's cultural dimensions theory; Originality; Financial services; Business; Information security; Work (physics); Perception; Marketing; Knowledge management; Accounting; Public relations; Finance; Computer science; Sociology; Political science; Computer security; Psychology; Engineering","score_opus":0.0063808810982626096,"score_gpt":0.23873781728172647,"score_spread":0.23235693618346387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585597824","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":[0.98455054,0.0004545582,0.0002419949,0.0041670166,0.000018825376,0.000026615748,0.000052178835,0.0000069311845,0.010481404],"genre_scores_gemma":[0.9986362,0.00034671836,0.00011851904,0.00043115387,0.0000142542285,0.000009244063,0.000026116748,0.0000019846104,0.00041578378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954554,0.0020833137,0.00034736452,0.00017479449,0.0009843274,0.0009547834],"domain_scores_gemma":[0.9783279,0.0057549984,0.010875196,0.00054488104,0.0020094858,0.002487574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061614593,0.00023028222,0.00021144823,0.0020387338,0.0023569008,0.004879111,0.0003804481,0.0007844966,0.0046667545],"category_scores_gemma":[0.014910622,0.00014518597,0.00021778038,0.0032259705,0.0026741517,0.003269946,0.0029984156,0.0015532863,0.00027011707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006417683,0.0002552402,0.7492836,0.00038331514,0.000028125905,0.0007653343,0.16822022,0.00032619527,0.0010347486,0.013431781,0.0048379228,0.0613693],"study_design_scores_gemma":[0.000005427471,0.00017080495,0.5366438,0.00039177667,0.000015055045,0.00069022726,0.43280247,0.0004778462,0.0005371012,0.0025082473,0.025723776,0.00003348866],"about_ca_topic_score_codex":0.007198244,"about_ca_topic_score_gemma":0.0063749175,"teacher_disagreement_score":0.007198244,"about_ca_system_score_codex":0.0038442835,"about_ca_system_score_gemma":0.0042640655,"threshold_uncertainty_score":0.032585323},"labels":[],"label_agreement":null},{"id":"W1588477162","doi":"10.1007/978-90-481-3177-8_15","title":"A Conceptual Model for a Network-Based Assessment Security System","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in electrical engineering","topic":"Information and Cyber Security","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":"Ontario Tech University","funders":"","keywords":"Variety (cybernetics); Computer science; Set (abstract data type); Computer security; Network security; Engineering management; Engineering; Artificial intelligence","score_opus":0.009383353928965053,"score_gpt":0.21923966277667148,"score_spread":0.20985630884770642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588477162","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":[0.006185767,0.00015374077,0.96191835,0.0018772125,0.00007867977,0.00022884074,0.00034695846,0.000580081,0.028630355],"genre_scores_gemma":[0.35389718,0.0005899994,0.6231789,0.00065509154,0.0001229807,0.0009667675,0.0011472927,0.00020432855,0.019237487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978029,0.00074744655,0.00026586637,0.0004491697,0.00056508614,0.0001695105],"domain_scores_gemma":[0.99797255,0.0007322436,0.00019584683,0.00025674244,0.00059403805,0.00024868723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028157427,0.00091264327,0.00053606683,0.00194638,0.0015146392,0.009364874,0.0031607477,0.0028525586,0.011839172],"category_scores_gemma":[0.004662699,0.0005971874,0.001108131,0.0018510292,0.0029183046,0.008946525,0.003239726,0.0023876952,0.0028020514],"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":[0.000017287017,0.000030448355,0.0004554746,0.00007231599,0.000017994109,0.0001682186,0.0006178277,0.022706281,0.0008347275,0.96378255,0.0013742113,0.009922674],"study_design_scores_gemma":[0.000044600816,0.000081005164,0.0004116015,0.0002889755,0.00008146038,0.00043633362,0.00074421306,0.33389235,0.0015387657,0.5819941,0.08043017,0.000056383353],"about_ca_topic_score_codex":0.009595644,"about_ca_topic_score_gemma":0.005731379,"teacher_disagreement_score":0.011839172,"about_ca_system_score_codex":0.003068286,"about_ca_system_score_gemma":0.0039116917,"threshold_uncertainty_score":0.039606035},"labels":[],"label_agreement":null},{"id":"W1594654161","doi":"","title":"Information Security: Raising Awareness","year":2000,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Business process reengineering; Business; Information technology; Service (business); Information security; Public relations; Computer security; Political science; Marketing; Computer science","score_opus":0.01500589957463161,"score_gpt":0.2511894249491452,"score_spread":0.2361835253745136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594654161","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058551766,0.04090023,0.006691855,0.8075977,0.016145024,0.00006414208,0.00009367589,0.0003413834,0.12231073],"genre_scores_gemma":[0.41863766,0.10732132,0.009570595,0.3484068,0.047627226,0.0002820204,0.00039527926,0.00027039598,0.06748881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473816,0.002372317,0.00020538515,0.0005096267,0.001371645,0.0008029299],"domain_scores_gemma":[0.9808507,0.008428458,0.0012709404,0.0010759158,0.0033789584,0.004994968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008584265,0.0009800624,0.00064145646,0.0035170373,0.0050498997,0.014914746,0.0010707321,0.009445899,0.016837895],"category_scores_gemma":[0.022157067,0.00044370274,0.00049356854,0.0018586922,0.008707564,0.024568528,0.011199924,0.013648784,0.0055619306],"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":[0.000047165784,0.00016033345,0.0023857206,0.0007882303,0.000032761796,0.00023869005,0.00990116,0.0001411672,0.00070318545,0.19979866,0.53769565,0.24810736],"study_design_scores_gemma":[0.000015913367,0.0000696864,0.0017418395,0.00094359915,0.0000195609,0.00032986098,0.008613156,0.00016896089,0.00030797208,0.09809409,0.8896698,0.000025614323],"about_ca_topic_score_codex":0.0015179139,"about_ca_topic_score_gemma":0.001136097,"teacher_disagreement_score":0.016837895,"about_ca_system_score_codex":0.0030642091,"about_ca_system_score_gemma":0.006796885,"threshold_uncertainty_score":0.056328356},"labels":[],"label_agreement":null},{"id":"W1596066912","doi":"","title":"Proceedings of the 2007 ACM workshop on Computer security architecture","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Computer security; Communications security; Architecture; Cryptography; Authentication (law); Enterprise information security architecture; Authorization; Cover (algebra); Security community; Variety (cybernetics); World Wide Web; Engineering; Encryption","score_opus":0.009665591133516874,"score_gpt":0.2345324387731839,"score_spread":0.22486684763966702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596066912","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015308401,0.07884636,0.44371328,0.07717166,0.034883793,0.0008781388,0.0015418511,0.0069782515,0.34067833],"genre_scores_gemma":[0.10243235,0.060140226,0.25675336,0.008981378,0.011837186,0.0010555023,0.008081356,0.0032269536,0.54749167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713093,0.0009325769,0.00021316411,0.00039363917,0.0010432772,0.0002864861],"domain_scores_gemma":[0.9971335,0.0006598771,0.000067941735,0.0006329856,0.0009688499,0.0005367946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046765124,0.0015070504,0.001121966,0.0012328323,0.0018079213,0.0068835425,0.0022058936,0.0024167348,0.044439994],"category_scores_gemma":[0.005882552,0.0010739052,0.001117723,0.0013062404,0.0017113547,0.008552596,0.0031536075,0.0070860945,0.016566176],"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":[0.00017204716,0.0001743593,0.00067462947,0.00024334283,0.00007134065,0.00022051595,0.00082443195,0.0020550145,0.0027763841,0.113778725,0.68122053,0.19778875],"study_design_scores_gemma":[0.000021310576,0.00003737331,0.00033929868,0.00018941452,0.00001950385,0.00023562858,0.00020112294,0.004660752,0.0009219133,0.03563352,0.95772,0.000020240645],"about_ca_topic_score_codex":0.004427287,"about_ca_topic_score_gemma":0.006769347,"teacher_disagreement_score":0.044439994,"about_ca_system_score_codex":0.0027339319,"about_ca_system_score_gemma":0.003619652,"threshold_uncertainty_score":0.14866662},"labels":[],"label_agreement":null},{"id":"W1599149671","doi":"10.1007/978-3-642-00843-6_30","title":"Ranking Attack Graphs with Graph Neural Networks","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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 Calgary","funders":"","keywords":"Computer science; Ranking (information retrieval); Ranking SVM; Graph; Artificial neural network; Artificial intelligence; Theoretical computer science; Machine learning","score_opus":0.012558286631790767,"score_gpt":0.2272115015810535,"score_spread":0.21465321494926273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599149671","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":[0.042846136,0.002760672,0.93797857,0.00084422,0.00028335163,0.00019854597,0.0014742806,0.005159784,0.008454362],"genre_scores_gemma":[0.5826075,0.0023366818,0.3895987,0.00047758291,0.0005363304,0.00024687283,0.0063277483,0.0007968864,0.017071858],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992974,0.00022713606,0.000035061978,0.00015672708,0.00020222041,0.00008140561],"domain_scores_gemma":[0.99773324,0.0014198218,0.00016996954,0.00030605085,0.0002802872,0.000090557965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007789247,0.001332331,0.0013844715,0.0033820597,0.00035601328,0.0013894261,0.00139036,0.0013887098,0.004555063],"category_scores_gemma":[0.0042928034,0.0006146567,0.0009887828,0.0024668984,0.00050295575,0.002492474,0.00084457884,0.0017557609,0.0011754368],"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":[0.00018682651,0.00017907146,0.0014063707,0.00021982662,0.00018162362,0.000057279398,0.000030073641,0.53988725,0.0014750027,0.01251098,0.023607204,0.42025852],"study_design_scores_gemma":[0.0000075907974,0.000027133132,0.00023795174,0.000015746251,0.000018320596,0.00001663886,0.0000069088105,0.9730549,0.00045813568,0.025312295,0.0008369781,0.0000074158193],"about_ca_topic_score_codex":0.005371577,"about_ca_topic_score_gemma":0.010026375,"teacher_disagreement_score":0.005371577,"about_ca_system_score_codex":0.0010487804,"about_ca_system_score_gemma":0.0006016791,"threshold_uncertainty_score":0.015238225},"labels":[],"label_agreement":null},{"id":"W1601913499","doi":"10.1109/ccece.2004.1344989","title":"Security audit: a case study [information systems]","year":2004,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 the Fraser Valley","funders":"","keywords":"Information security audit; Audit; Computer security; Security information and event management; Computer science; Security service; Information security management; Information security; Vulnerability (computing); Information technology audit; Certified Information Security Manager; Asset (computer security); Cloud computing security; Business; Accounting; Network security policy; Internal audit; Joint audit; Cloud computing","score_opus":0.010181396365968086,"score_gpt":0.23782790007927385,"score_spread":0.22764650371330575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601913499","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":[0.9630505,0.0007011283,0.007576736,0.0033764169,0.000073820265,0.0005291218,0.0002034159,0.00021338674,0.024275467],"genre_scores_gemma":[0.9865334,0.00078988425,0.0071293847,0.00052525086,0.000026012702,0.00016551443,0.00012183453,0.000050703595,0.0046581137],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.988862,0.0071905185,0.0005038952,0.0003388013,0.0020792994,0.0010254851],"domain_scores_gemma":[0.9760593,0.015820824,0.0021342842,0.0019416299,0.0023404262,0.0017036083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062569384,0.0004748244,0.00036366013,0.0021566,0.006448243,0.003058913,0.0012612657,0.0028326064,0.00302958],"category_scores_gemma":[0.025067683,0.0006012228,0.00043188178,0.0044533936,0.002489145,0.0027710341,0.0019858256,0.0028028148,0.00060131564],"study_design_candidate":"qualitative","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":[0.0012258582,0.009328475,0.17223622,0.0019285429,0.00015577757,0.08893255,0.30228752,0.0126201315,0.0075834086,0.037085507,0.040295765,0.32632026],"study_design_scores_gemma":[0.0002646426,0.0076759774,0.20427066,0.0020330658,0.00023594085,0.058108777,0.38833192,0.03371627,0.018007908,0.014863514,0.27208918,0.000402124],"about_ca_topic_score_codex":0.012611848,"about_ca_topic_score_gemma":0.017377554,"teacher_disagreement_score":0.012611848,"about_ca_system_score_codex":0.003613911,"about_ca_system_score_gemma":0.0031040937,"threshold_uncertainty_score":0.033090234},"labels":[],"label_agreement":null},{"id":"W1602619638","doi":"10.2307/25750690","title":"Information Security Policy Compliance: An Empirical Study of Rationality-Based Beliefs and Information Security Awareness1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1833,"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":"Rationality; Information security; Compliance (psychology); Information security management; Empirical research; Business; Information systems security; Security policy; Information system; Knowledge management; Psychology; Public relations; Computer security; Computer science; Social psychology; Cloud computing security; Management information systems; Security information and event management; Political science; Cloud computing; Epistemology","score_opus":0.01497965865605632,"score_gpt":0.3015474150679728,"score_spread":0.28656775641191645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602619638","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":[0.998195,0.00006049255,0.00016523722,0.00020811231,0.0000032883381,0.000036636186,0.000032947464,0.0000013780605,0.0012969599],"genre_scores_gemma":[0.9990208,0.00010149222,0.0003141345,0.00012136793,0.000006932243,0.000053788783,0.00008576925,0.0000030740994,0.00029257775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99283946,0.004094107,0.0004803979,0.00046592523,0.0014492649,0.00067083957],"domain_scores_gemma":[0.8061014,0.14031377,0.037693832,0.005552662,0.0068329163,0.0035053443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015337959,0.00035839545,0.0005875724,0.001990079,0.0017596973,0.0029823228,0.0013442053,0.0014652321,0.004874351],"category_scores_gemma":[0.054090112,0.00070819387,0.0006814136,0.0022027325,0.003017301,0.0028228168,0.0020837947,0.0039758994,0.0005834978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001588579,0.004185697,0.96163195,0.00011084793,0.00012942527,0.00019418143,0.021931823,0.00032697085,0.00027068678,0.0023373747,0.0004104238,0.008311816],"study_design_scores_gemma":[0.000050357565,0.00056761614,0.95256895,0.00016985099,0.00007867447,0.00015031284,0.039645027,0.0037191093,0.00031642077,0.0014065546,0.001292366,0.000034705074],"about_ca_topic_score_codex":0.0070325234,"about_ca_topic_score_gemma":0.007267249,"teacher_disagreement_score":0.015337959,"about_ca_system_score_codex":0.0013089972,"about_ca_system_score_gemma":0.0026569904,"threshold_uncertainty_score":0.08111584},"labels":[],"label_agreement":null},{"id":"W1603300089","doi":"10.1111/deci.12023","title":"Market Impact on IT Security Spending","year":2013,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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":"Investment (military); Duopoly; Business; Investment decisions; Microeconomics; Markov chain; Industrial organization; Economics; Behavioral economics; Computer science","score_opus":0.029333961818908728,"score_gpt":0.32892866396837833,"score_spread":0.2995947021494696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603300089","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":[0.923375,0.00066657,0.005869448,0.002039644,0.000038422382,0.000026756537,0.0005400672,0.000057114376,0.06738693],"genre_scores_gemma":[0.9989875,0.00008760715,0.000075099706,0.00002851619,0.000010916594,0.000003147141,0.00003782756,0.0000036817635,0.00076579204],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9993705,0.00019817485,0.000021049913,0.00006199801,0.00010505141,0.00024312355],"domain_scores_gemma":[0.98773974,0.007500151,0.0027621554,0.00033327183,0.00091371714,0.00075095444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012079385,0.00026343216,0.00045430442,0.00091114367,0.0003390845,0.0028168675,0.0003709352,0.0009895638,0.01785138],"category_scores_gemma":[0.0065070335,0.00024365599,0.0003181242,0.0009147475,0.0007948652,0.0018991674,0.0007946668,0.001562548,0.0006367502],"study_design_candidate":"observational","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":[0.0013006539,0.00081654266,0.07978717,0.00026287814,0.0002753416,0.001102821,0.0001980072,0.44829664,0.011945686,0.41366205,0.0066612596,0.0356909],"study_design_scores_gemma":[0.00018149498,0.00096770417,0.16649193,0.0001392643,0.00027895538,0.00047150126,0.0011579505,0.5756917,0.009204901,0.23375854,0.011508563,0.00014748797],"about_ca_topic_score_codex":0.0031370586,"about_ca_topic_score_gemma":0.0028660176,"teacher_disagreement_score":0.01785138,"about_ca_system_score_codex":0.0023845737,"about_ca_system_score_gemma":0.00097383925,"threshold_uncertainty_score":0.059718847},"labels":[],"label_agreement":null},{"id":"W1605070708","doi":"10.1108/lr-11-2014-0133","title":"Information Governance and Assurance: Reducing Risk, Promoting Policy","year":2015,"lang":"en","type":"article","venue":"Library Review","topic":"Information and Cyber Security","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":"Corporate governance; Business; Information governance; Information policy; Public relations; Public administration; Risk analysis (engineering); Process management; Information system; Political science; Management information systems; Finance","score_opus":0.012983404707487186,"score_gpt":0.24030547859506984,"score_spread":0.22732207388758266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605070708","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":[0.012882198,0.017730044,0.1734536,0.52829003,0.0018139476,0.00064115925,0.00014346473,0.0005433317,0.26450223],"genre_scores_gemma":[0.8014453,0.029938782,0.08039463,0.04169728,0.004404308,0.0011551926,0.00022584907,0.00039356653,0.04034512],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.94981474,0.033119008,0.001741287,0.00256402,0.01003139,0.002729488],"domain_scores_gemma":[0.89552575,0.06721349,0.010951359,0.010747189,0.010834941,0.004727273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05597961,0.0009959281,0.0008183187,0.004663376,0.005610888,0.026072215,0.002256768,0.00969124,0.012226034],"category_scores_gemma":[0.11293778,0.0006890574,0.0008279876,0.0047097737,0.024308054,0.037384123,0.013847412,0.00885306,0.0030628343],"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":[0.000015994026,0.00006544393,0.0015110007,0.00032634658,0.00001673417,0.00007992126,0.0039752396,0.0012004555,0.00018430415,0.9374483,0.013038237,0.042138092],"study_design_scores_gemma":[0.000025012352,0.000054936027,0.0009125486,0.0015773757,0.00002345321,0.00008641628,0.0034291071,0.0014913137,0.00051698653,0.7884654,0.20339,0.000027494732],"about_ca_topic_score_codex":0.00423417,"about_ca_topic_score_gemma":0.0023963843,"teacher_disagreement_score":0.05597961,"about_ca_system_score_codex":0.012761686,"about_ca_system_score_gemma":0.025656156,"threshold_uncertainty_score":0.29605204},"labels":[],"label_agreement":null},{"id":"W1784584481","doi":"10.1201/1086/43324.11.6.20030101/40429.6","title":"Improving Security from the Ground Up","year":2003,"lang":"en","type":"article","venue":"Information Systems Security","topic":"Information and Cyber Security","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Enforcement; Compliance (psychology); Audit; Information security; Business; Prime (order theory); Law enforcement; Computer security; Information security audit; Computer science; Internet privacy; Accounting; Network security policy; Security service; Political science; Law; Psychology","score_opus":0.009964880355860978,"score_gpt":0.21139476327126147,"score_spread":0.20142988291540048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1784584481","genre_codex":"commentary","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":[0.052390672,0.024318215,0.09032577,0.45156407,0.005769789,0.00026233518,0.0002849504,0.002434507,0.37264976],"genre_scores_gemma":[0.6632317,0.037072495,0.089506276,0.07971208,0.0036191328,0.0002821394,0.0006365966,0.001531738,0.12440787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.992558,0.0021723818,0.00030729643,0.0006141027,0.003120636,0.0012275995],"domain_scores_gemma":[0.9906782,0.0023626117,0.00050053257,0.002112605,0.002274994,0.0020710225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063233706,0.0013386646,0.000781756,0.002455754,0.0050363955,0.0144264465,0.0013377201,0.0062416405,0.027878596],"category_scores_gemma":[0.016639374,0.00070896297,0.000774974,0.0014009685,0.0075862757,0.031932276,0.012582549,0.01191583,0.010781531],"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":[0.00018311637,0.00040422584,0.0031779718,0.0006354355,0.000086420165,0.0003146753,0.0065261833,0.0028782655,0.00574797,0.41374955,0.16625611,0.40004003],"study_design_scores_gemma":[0.000036646747,0.00036449102,0.0026646978,0.0011379493,0.000048637143,0.0003714808,0.005366799,0.0017365857,0.003191794,0.34461197,0.640412,0.00005690777],"about_ca_topic_score_codex":0.0033277725,"about_ca_topic_score_gemma":0.0023405687,"teacher_disagreement_score":0.027878596,"about_ca_system_score_codex":0.0048644664,"about_ca_system_score_gemma":0.006857573,"threshold_uncertainty_score":0.09326315},"labels":[],"label_agreement":null},{"id":"W179975873","doi":"10.1007/978-0-387-73655-6_27","title":"Service-Oriented Approach to Visualize IT Security Performance Metrics","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"University of Ontario Institute of Technology","keywords":"Computer science; Interoperability; Visualization; Component (thermodynamics); Software engineering; Process management; Data mining; World Wide Web; Engineering","score_opus":0.03752410565226238,"score_gpt":0.26944651615944154,"score_spread":0.23192241050717916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W179975873","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":[0.0013874217,0.0021296707,0.9539309,0.0013543171,0.00041183148,0.00007524898,0.00030400016,0.0040522,0.03635448],"genre_scores_gemma":[0.04338828,0.0048069553,0.909247,0.0005873885,0.00040239125,0.00029020407,0.001165048,0.0016576255,0.038455047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990355,0.0002691049,0.00006655492,0.000105529216,0.0004774784,0.00004585867],"domain_scores_gemma":[0.9989115,0.00043218205,0.0000618452,0.00014537665,0.00035593766,0.000093183386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014229733,0.001510801,0.0004916244,0.0032613873,0.0005408148,0.003954571,0.0014512975,0.0010023143,0.010514511],"category_scores_gemma":[0.0026032398,0.00042923464,0.0007987421,0.0038268662,0.0008813021,0.0036821582,0.0011901418,0.0022394133,0.0045854156],"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":[0.000026606956,0.000059738588,0.00042800335,0.00049877365,0.000045509172,0.0002443729,0.0010832509,0.011848151,0.006864711,0.67279,0.050120827,0.25599006],"study_design_scores_gemma":[0.0000115917655,0.00004552461,0.00041473983,0.00028172694,0.000036109017,0.0006457379,0.00023782717,0.071436726,0.0050504887,0.276242,0.645529,0.00006843119],"about_ca_topic_score_codex":0.0022042487,"about_ca_topic_score_gemma":0.0022445,"teacher_disagreement_score":0.010514511,"about_ca_system_score_codex":0.0015394174,"about_ca_system_score_gemma":0.00084268366,"threshold_uncertainty_score":0.03517449},"labels":[],"label_agreement":null},{"id":"W1819274998","doi":"10.1016/j.bushor.2015.07.003","title":"We’re leaking, and everything's fine: How and why companies deliberately leak secrets","year":2015,"lang":"en","type":"article","venue":"Business Horizons","topic":"Information and Cyber Security","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":"Simon Fraser University","funders":"","keywords":"Leak; Business; Computer security; Internet privacy; Engineering; Computer science","score_opus":0.03444181555927264,"score_gpt":0.23721585370819254,"score_spread":0.2027740381489199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819274998","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":[0.41139105,0.008821582,0.038336717,0.32838422,0.0019526483,0.00010745349,0.000121567806,0.0005337409,0.21035102],"genre_scores_gemma":[0.9736608,0.00089631253,0.0017135398,0.013930436,0.00015016961,0.000022192178,0.000024155059,0.00016995848,0.009432404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9819742,0.008603681,0.0005341403,0.0014802365,0.0045577274,0.0028500215],"domain_scores_gemma":[0.9588621,0.022495812,0.0060835415,0.003783123,0.004924129,0.0038512214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011462209,0.0005358924,0.00039505097,0.0015329169,0.010035674,0.019268217,0.0015760537,0.00790058,0.0055977204],"category_scores_gemma":[0.05018215,0.00070783624,0.0005181076,0.0012067822,0.029324662,0.026065445,0.0080103,0.011643146,0.0017110215],"study_design_candidate":"qualitative","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":[0.00021798153,0.00018805912,0.01879529,0.00043268985,0.0001746636,0.0026627292,0.33348852,0.00070631277,0.0032447346,0.4662243,0.08327132,0.09059341],"study_design_scores_gemma":[0.000045410252,0.00014265958,0.0068641603,0.0011333908,0.00012049221,0.0016897647,0.29426312,0.0014736662,0.0036545733,0.31901097,0.371335,0.0002667588],"about_ca_topic_score_codex":0.006200972,"about_ca_topic_score_gemma":0.0061681382,"teacher_disagreement_score":0.019268217,"about_ca_system_score_codex":0.005410612,"about_ca_system_score_gemma":0.008811754,"threshold_uncertainty_score":0.0606187},"labels":[],"label_agreement":null},{"id":"W1843794463","doi":"10.2139/ssrn.2242581","title":"Spam and Botnet Reputation Randomized Control Trials and Policy","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Randomized controlled trial; Reputation; Botnet; Business; Control (management); The Internet; Homogeneous; Internet privacy; Reputation management; Computer security; Computer science; Political science; Medicine; World Wide Web; Law; Artificial intelligence","score_opus":0.006918129898558189,"score_gpt":0.2537438327058876,"score_spread":0.24682570280732938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1843794463","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":[0.41482255,0.024125488,0.42430446,0.041828774,0.014020871,0.021195078,0.0032022877,0.0037877085,0.052712843],"genre_scores_gemma":[0.94329613,0.0013538842,0.029619817,0.0037454048,0.0015417677,0.010197293,0.00023686972,0.0001945726,0.009814157],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.7010044,0.26418585,0.006866875,0.0141734835,0.008293613,0.0054758494],"domain_scores_gemma":[0.34301117,0.5927404,0.024998259,0.02985395,0.0058813174,0.003514921],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.19241312,0.0031761546,0.0072384938,0.0034441296,0.0021757071,0.0065141064,0.0042658765,0.013572616,0.024499556],"category_scores_gemma":[0.4695115,0.0024254576,0.0034291022,0.0022865345,0.012758545,0.009554624,0.003305302,0.00820457,0.0018448278],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5137473,0.010707462,0.0068234294,0.005036113,0.010447623,0.0005025591,0.0011617892,0.04114063,0.0015043603,0.2438721,0.020397324,0.14465936],"study_design_scores_gemma":[0.17120211,0.026762316,0.004366717,0.0010372965,0.008199089,0.0004725808,0.0003961736,0.13509372,0.002723608,0.63614094,0.013284316,0.0003211431],"about_ca_topic_score_codex":0.0017059864,"about_ca_topic_score_gemma":0.0008952551,"teacher_disagreement_score":0.19241312,"about_ca_system_score_codex":0.004158587,"about_ca_system_score_gemma":0.007464935,"threshold_uncertainty_score":0.9958984},"labels":[],"label_agreement":null},{"id":"W1847598305","doi":"10.1109/iceccs.1996.558413","title":"Application of security principles to integration of enterprise, system and software engineering methods","year":2002,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Systems development life cycle; Security engineering; Computer science; Government (linguistics); Engineering management; Systems engineering; Software development process; Information security; Process management; Software development; Software security assurance; Software; Computer security; Engineering; Security service","score_opus":0.0145981432548558,"score_gpt":0.25505943232303835,"score_spread":0.24046128906818254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1847598305","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":[0.0066222753,0.0011397493,0.97903204,0.0019120268,0.00010631527,0.00020743466,0.000009022872,0.00021514199,0.010756059],"genre_scores_gemma":[0.063158326,0.00092204637,0.9333176,0.00025139513,0.00005413803,0.000271066,0.000021785949,0.00011897363,0.0018847194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96282536,0.021094875,0.0027729697,0.0014310873,0.011138641,0.0007371652],"domain_scores_gemma":[0.961549,0.025398161,0.0021416757,0.0053476878,0.005105048,0.00045847867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02693601,0.0010081289,0.00075463863,0.0047697937,0.0018351715,0.0060025253,0.0015692179,0.001997204,0.0014908769],"category_scores_gemma":[0.039486974,0.0016623732,0.0013750559,0.0024890017,0.008890028,0.0057869563,0.0071418765,0.005100638,0.0006091049],"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":[0.000029499903,0.00018555041,0.0032023033,0.0006386077,0.0001277543,0.00027340747,0.0068790144,0.013532878,0.0026386522,0.6941539,0.0013700131,0.27696842],"study_design_scores_gemma":[0.000068627975,0.00024427258,0.0030174155,0.0012532175,0.00010193426,0.0006941843,0.0017890311,0.051456653,0.0060835723,0.8117622,0.12344976,0.00007905338],"about_ca_topic_score_codex":0.0017223385,"about_ca_topic_score_gemma":0.0019295141,"teacher_disagreement_score":0.02693601,"about_ca_system_score_codex":0.0027652713,"about_ca_system_score_gemma":0.006526316,"threshold_uncertainty_score":0.14245296},"labels":[],"label_agreement":null},{"id":"W18535765","doi":"10.1007/s00534-007-1263-0","title":"Decomposition of the Security Requirements for Connected Information Domains","year":2011,"lang":"en","type":"article","venue":"Journal of Hepato-Biliary-Pancreatic Surgery","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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; Computer security; Security service; Information security; Implementation; Security policy; Decomposition; Computer security model; Demise; Software engineering; Political science","score_opus":0.026297204078613624,"score_gpt":0.2510845625012359,"score_spread":0.22478735842262226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18535765","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":[0.38382122,0.000515392,0.5828856,0.0013094209,0.00008114675,0.00047869663,0.000987382,0.00048583452,0.029435264],"genre_scores_gemma":[0.8795301,0.00042762444,0.114364594,0.00011499535,0.000089908055,0.00033828313,0.001130344,0.00012958604,0.0038744686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99471456,0.001174884,0.00059495954,0.00047577746,0.0023178842,0.00072203734],"domain_scores_gemma":[0.9877043,0.0062218406,0.0011784543,0.0015959918,0.002550884,0.0007485301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027432865,0.0007636222,0.00052749447,0.0022170867,0.00094941293,0.0030970606,0.0008384934,0.0011309001,0.003329383],"category_scores_gemma":[0.013408642,0.000648763,0.0009315184,0.0013026908,0.0011888009,0.0042213188,0.0020525488,0.0014553796,0.00080633553],"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":[0.00058166625,0.00024581008,0.0075718397,0.0006670477,0.00010652303,0.0009797292,0.0014941522,0.16808441,0.034115203,0.69017726,0.004396213,0.09158004],"study_design_scores_gemma":[0.00007008708,0.00024056766,0.0039912807,0.00019391123,0.000083459614,0.0010118826,0.0009604361,0.5275186,0.013812703,0.43350366,0.018545622,0.00006782605],"about_ca_topic_score_codex":0.0009728799,"about_ca_topic_score_gemma":0.00078201114,"teacher_disagreement_score":0.003329383,"about_ca_system_score_codex":0.001303479,"about_ca_system_score_gemma":0.0012600338,"threshold_uncertainty_score":0.014508069},"labels":[],"label_agreement":null},{"id":"W1864186126","doi":"10.1007/978-3-642-04840-1_10","title":"A Modeling Ontology for Integrating Vulnerabilities into Security Requirements Conceptual Foundations","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":53,"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 Toronto","funders":"","keywords":"Computer science; Ontology; Exploit; Vulnerability (computing); Vulnerability management; Process (computing); Software engineering; Threat model; Compromise; Conceptual model; Computer security; Vulnerability assessment; Database","score_opus":0.03497104198466348,"score_gpt":0.29649645385979745,"score_spread":0.26152541187513395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1864186126","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":[0.0029089996,0.00015582949,0.9860913,0.0009413521,0.00007073063,0.0002049782,0.00054609374,0.0008655142,0.00821513],"genre_scores_gemma":[0.06983277,0.0005999909,0.92156416,0.00031570342,0.000057174628,0.00042297892,0.001827782,0.00039290523,0.0049864794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771935,0.00053408387,0.0004424644,0.00033451914,0.00073704065,0.0002324754],"domain_scores_gemma":[0.9978688,0.0006730319,0.0002340707,0.0005146254,0.0005395615,0.0001698625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029137519,0.0011716506,0.0008539553,0.0042144493,0.0019210998,0.005639301,0.0026282296,0.0019248805,0.0040108226],"category_scores_gemma":[0.0046963347,0.0015383448,0.0036858472,0.0036176732,0.0024278932,0.01028467,0.0034858666,0.0046238326,0.0012367123],"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":[0.000012407016,0.000059409707,0.00044969103,0.00015064502,0.000037975937,0.00028578294,0.0012663493,0.010019004,0.0018631535,0.9457725,0.0042648837,0.035818033],"study_design_scores_gemma":[0.00002855799,0.00002897813,0.00039717817,0.00042597813,0.00016453734,0.000607079,0.0009739417,0.1409123,0.004103458,0.6766634,0.17560796,0.00008674743],"about_ca_topic_score_codex":0.022547431,"about_ca_topic_score_gemma":0.022362642,"teacher_disagreement_score":0.022547431,"about_ca_system_score_codex":0.0034535779,"about_ca_system_score_gemma":0.0057510696,"threshold_uncertainty_score":0.04483235},"labels":[],"label_agreement":null},{"id":"W1868045849","doi":"10.3968/j.css.1923669720130902.9322","title":"Shallow Talk about Information Security in the Corporate Office","year":2013,"lang":"en","type":"article","venue":"Canadian social science","topic":"Information and Cyber Security","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 security; Information security; Information security management; Key (lock); Copying; Confidentiality; Certified Information Security Manager; Computer science; Information protection policy; Internet privacy; Hacker; Security service; Business; Security information and event management; Personally identifiable information; Cloud computing security; Network security policy; Law","score_opus":0.011189751971022212,"score_gpt":0.210664227983991,"score_spread":0.1994744760129688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868045849","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":[0.011105307,0.07250019,0.012542542,0.1692546,0.0055535277,0.00005621898,0.00015544586,0.000089824745,0.72874236],"genre_scores_gemma":[0.660419,0.047710884,0.0036270097,0.06563884,0.005928725,0.00012089028,0.00011447365,0.00016458349,0.21627574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982876,0.00062539725,0.00007145006,0.00023310236,0.00048204008,0.00030039396],"domain_scores_gemma":[0.9986922,0.0007932205,0.000103646395,0.00008339196,0.00020008587,0.00012732163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001671963,0.0006319887,0.00040683712,0.0015520183,0.005037103,0.0071261264,0.0006676691,0.0047485945,0.007632745],"category_scores_gemma":[0.003077913,0.00023047462,0.0003652986,0.0023538633,0.011879404,0.012973891,0.0024544331,0.007878961,0.0018513474],"study_design_candidate":"qualitative","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":[0.0000048988104,0.000005125569,0.000091496746,0.00003156255,0.0000017322939,0.0000545092,0.0041209757,0.000045963727,0.00011973976,0.9785559,0.012464092,0.0045040683],"study_design_scores_gemma":[0.0000038312746,0.00002171536,0.0003727279,0.00033665725,0.0000065001364,0.00018523587,0.0044912924,0.00021189185,0.00022441044,0.26663917,0.72749126,0.000015250583],"about_ca_topic_score_codex":0.01120134,"about_ca_topic_score_gemma":0.007913799,"teacher_disagreement_score":0.01120134,"about_ca_system_score_codex":0.008255018,"about_ca_system_score_gemma":0.002854822,"threshold_uncertainty_score":0.05989462},"labels":[],"label_agreement":null},{"id":"W1959232475","doi":"10.1109/csac.1993.315441","title":"The rationale behind the Canadian criteria","year":2002,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Communications Security Establishment","funders":"","keywords":"Culmination; Computer science; Library science","score_opus":0.022101338100897285,"score_gpt":0.2229309748138575,"score_spread":0.20082963671296022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1959232475","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":[0.005100705,0.0044490118,0.093549505,0.14528662,0.012150094,0.0021523947,0.004242834,0.0010559853,0.73201287],"genre_scores_gemma":[0.14157511,0.0040231585,0.32179797,0.0972339,0.002311756,0.004231995,0.006100166,0.002187002,0.420539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8748993,0.014067872,0.007305001,0.007591613,0.08966348,0.006472714],"domain_scores_gemma":[0.8236422,0.019129353,0.0029169738,0.007718575,0.13922846,0.0073644514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045467384,0.0014567912,0.0010575076,0.01101739,0.01892449,0.016142448,0.006976763,0.011245076,0.01565369],"category_scores_gemma":[0.14489491,0.0018001855,0.0021311755,0.010972124,0.016679252,0.008362656,0.009006314,0.016339462,0.008661565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003401055,0.000028659564,0.00078269705,0.00012076867,0.0000077354225,0.00011570795,0.001683972,0.000401269,0.00031248387,0.76792496,0.20029654,0.028291242],"study_design_scores_gemma":[0.000036840538,0.00003520482,0.0013951032,0.0004902401,0.000019470004,0.00017349173,0.0007566243,0.0006708266,0.0005728075,0.050870713,0.9448546,0.00012421072],"about_ca_topic_score_codex":0.7377091,"about_ca_topic_score_gemma":0.75252926,"teacher_disagreement_score":0.2622909,"about_ca_system_score_codex":0.07834604,"about_ca_system_score_gemma":0.22031006,"threshold_uncertainty_score":0.56844294},"labels":[],"label_agreement":null},{"id":"W1961257806","doi":"10.2139/ssrn.487902","title":"Leaders and Followers Among Security Analysts: Analysis of Impact and Accuracy","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"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 Toronto","funders":"","keywords":"Business; Computer security; Actuarial science; Political science; Econometrics; Economics; Computer science","score_opus":0.00637437939696314,"score_gpt":0.2558430811322286,"score_spread":0.24946870173526545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1961257806","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":[0.99343735,0.00033554446,0.00072642474,0.0004326111,0.000030826533,0.000030332294,0.000308991,0.000014948578,0.004683002],"genre_scores_gemma":[0.99842286,0.00010603209,0.0003334795,0.000043858116,0.00004117944,0.000018176006,0.0002432558,0.000004824059,0.00078622025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9888403,0.004594724,0.00057752227,0.0011276582,0.0037207934,0.0011389432],"domain_scores_gemma":[0.63733137,0.31606355,0.020338235,0.008752223,0.013358432,0.00415611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013186771,0.00027840072,0.000750913,0.0032403974,0.0017324522,0.002548572,0.001451299,0.001590479,0.0042696083],"category_scores_gemma":[0.16641866,0.00030382903,0.0006286018,0.0032610078,0.0012087282,0.00315563,0.0022164762,0.0018330276,0.0007688104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004625776,0.0001716022,0.97798574,0.00004451368,0.00015868944,0.00007356584,0.0021581526,0.00085477805,0.0001564691,0.00064617535,0.00047785003,0.016809953],"study_design_scores_gemma":[0.000041879808,0.00039619673,0.9802515,0.000054344007,0.00024175533,0.00015827132,0.005830286,0.008946791,0.0006345135,0.0020525865,0.0013663535,0.00002554243],"about_ca_topic_score_codex":0.008057642,"about_ca_topic_score_gemma":0.010202142,"teacher_disagreement_score":0.013186771,"about_ca_system_score_codex":0.001074404,"about_ca_system_score_gemma":0.0014633824,"threshold_uncertainty_score":0.0697391},"labels":[],"label_agreement":null},{"id":"W1964105802","doi":"10.1353/esc.2007.0045","title":"Rating RateMyProfessors.com","year":2005,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Disclaimer; Seriousness; CLARITY; Service (business); Notice; Psychology; Internet privacy; Public relations; Business; Computer science; Marketing; Law; Political science","score_opus":0.022188911878112828,"score_gpt":0.2668110565110506,"score_spread":0.24462214463293774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964105802","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":[0.0010361731,0.0008007459,0.0029150345,0.0032689115,0.0028822718,0.000486356,0.0126897935,0.01643705,0.95948374],"genre_scores_gemma":[0.0047558923,0.0009137419,0.002744574,0.0017566774,0.0015290963,0.00037117302,0.011073737,0.008261496,0.96859354],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978998,0.00032054586,0.00012915603,0.0002533708,0.0011637186,0.00023334692],"domain_scores_gemma":[0.98461145,0.0013451047,0.0006171075,0.0018727212,0.0073462958,0.0042072986],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019173083,0.0011935066,0.0010502953,0.0030459375,0.0011918315,0.005891055,0.0012429571,0.0017231806,0.8230619],"category_scores_gemma":[0.016432824,0.0005865884,0.0006128726,0.0030042557,0.0003563112,0.0056185178,0.0030626508,0.0019089644,0.8366151],"study_design_candidate":"observational","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":[0.000017881297,0.00001127256,0.00010726609,0.00005302729,8.851322e-7,0.000011317177,0.00002268214,0.00001031294,0.00011547022,0.00037633674,0.975513,0.023760647],"study_design_scores_gemma":[0.000008188243,0.000011137294,0.00053021696,0.000031169195,0.0000013097377,0.000038947008,0.000030398476,0.000081216516,0.00013018414,0.00020115299,0.9989261,0.000009914153],"about_ca_topic_score_codex":0.0016795021,"about_ca_topic_score_gemma":0.004539037,"teacher_disagreement_score":0.8230619,"about_ca_system_score_codex":0.0007619689,"about_ca_system_score_gemma":0.0012304924,"threshold_uncertainty_score":0.2523808},"labels":[],"label_agreement":null},{"id":"W1965829435","doi":"10.1109/cybersecurity.2012.21","title":"Fault Tree Analysis of Accidental Insider Security Events","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"Insider threat; Accidental; Insider; Computer security; Fault tree analysis; Scope (computer science); Computer science; Internet privacy; Data breach; Business; Fault (geology); Engineering; Political science; Reliability engineering","score_opus":0.012451562924646838,"score_gpt":0.26220693500109016,"score_spread":0.24975537207644333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965829435","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":[0.6195029,0.0003758254,0.37277114,0.00040060098,0.000056228917,0.0001617961,0.0016113465,0.0025574823,0.0025626034],"genre_scores_gemma":[0.94802374,0.00009618155,0.05009532,0.000027527874,0.000011903399,0.000042750657,0.0010389738,0.000055773166,0.0006078499],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99855477,0.0002769642,0.000121340236,0.00021200493,0.0005986758,0.00023636833],"domain_scores_gemma":[0.99014354,0.005566124,0.0013240771,0.0008464724,0.0018681209,0.0002516512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010879993,0.0004426938,0.00047774296,0.0026221105,0.0005490098,0.0007053366,0.0006173895,0.00061329326,0.0012904573],"category_scores_gemma":[0.008203142,0.00015113717,0.0007225757,0.0010889226,0.00042915653,0.0010377934,0.00042939652,0.00053981424,0.0002096135],"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":[0.0012470763,0.00045315627,0.24431415,0.0007223681,0.00033030653,0.0062881773,0.002120526,0.35125127,0.046834685,0.031354126,0.00660489,0.30847928],"study_design_scores_gemma":[0.000014142024,0.00026858802,0.028576983,0.00004045308,0.000093217546,0.001321482,0.00034003097,0.9375016,0.013669678,0.015689537,0.002449407,0.00003492066],"about_ca_topic_score_codex":0.004640789,"about_ca_topic_score_gemma":0.003246937,"teacher_disagreement_score":0.004640789,"about_ca_system_score_codex":0.0006268994,"about_ca_system_score_gemma":0.00095521985,"threshold_uncertainty_score":0.009227574},"labels":[],"label_agreement":null},{"id":"W196975415","doi":"","title":"The fourth dimension of information system audit and security","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Windsor","funders":"","keywords":"Audit; Business; Shareholder; Information security audit; Accounting; Information technology audit; Dimension (graph theory); Metric (unit); Finance; Computer science; Internal audit; Computer security; Information security; Joint audit; Marketing; Mathematics; Corporate governance; Security service","score_opus":0.004737803067967466,"score_gpt":0.19562484305568698,"score_spread":0.1908870399877195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W196975415","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":[0.09717276,0.009803715,0.28951216,0.055111405,0.003308825,0.0007500875,0.0010936719,0.0013570606,0.54189044],"genre_scores_gemma":[0.840238,0.0039086896,0.13288464,0.003037738,0.0009771155,0.00044367983,0.00050073344,0.00010635223,0.01790314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96511203,0.013369402,0.003288316,0.001843238,0.01401922,0.0023677328],"domain_scores_gemma":[0.9620172,0.00999955,0.0060997973,0.0068269614,0.011271461,0.0037850493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012373867,0.00091913366,0.00078625686,0.009094624,0.0030296408,0.015355093,0.0008781772,0.0019858235,0.0032655383],"category_scores_gemma":[0.01832634,0.00044604315,0.00094810314,0.0054471875,0.014554703,0.012635843,0.0069708293,0.004406047,0.0005326094],"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":[0.00007701038,0.00008660508,0.013447326,0.00031399608,0.00008189773,0.00008313969,0.0028581424,0.0020370565,0.00072079245,0.8682077,0.011786538,0.10029979],"study_design_scores_gemma":[0.000031520834,0.00037660205,0.024656646,0.0007705288,0.00008601819,0.0008340346,0.0056155156,0.009093983,0.0023734535,0.6509785,0.30498135,0.0002017642],"about_ca_topic_score_codex":0.004861755,"about_ca_topic_score_gemma":0.00267814,"teacher_disagreement_score":0.015355093,"about_ca_system_score_codex":0.008906471,"about_ca_system_score_gemma":0.010161774,"threshold_uncertainty_score":0.06544006},"labels":[],"label_agreement":null},{"id":"W1969829810","doi":"10.1145/1065907.1066044","title":"Profiling the defenders","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"","keywords":"Profiling (computer programming); Computer science; Population; Computer security; Software; Data science; Software security assurance; Sociology; Information security","score_opus":0.015639789972739772,"score_gpt":0.23164511260154017,"score_spread":0.2160053226288004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969829810","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":[0.99384767,0.00014507248,0.001241063,0.00025598207,0.000012326515,0.00003729353,0.00008481562,0.000008340649,0.0043674507],"genre_scores_gemma":[0.9958287,0.00014443981,0.0010981347,0.00008082466,0.000012430281,0.000040046074,0.00009035683,0.00000449771,0.002700513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972671,0.0008984095,0.00019912867,0.0004162569,0.00073014334,0.00048895634],"domain_scores_gemma":[0.9911719,0.0026033642,0.002966983,0.0007717218,0.0013338639,0.0011521084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024016807,0.0002725818,0.00027851886,0.0039231144,0.0012100731,0.00216501,0.00042691908,0.0006007828,0.004614406],"category_scores_gemma":[0.016574902,0.00021236631,0.00015979791,0.0015038828,0.0007476189,0.0019454178,0.001553619,0.00077943515,0.0014692856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021818148,0.0001336821,0.8531677,0.000090830734,0.000043098844,0.0003370201,0.044058762,0.000289563,0.0071414993,0.0051923012,0.0019186259,0.08740875],"study_design_scores_gemma":[0.000010992688,0.0002787491,0.91551125,0.00009685026,0.00003207705,0.001216869,0.05879116,0.001493277,0.0024409345,0.003652397,0.01642554,0.000049973478],"about_ca_topic_score_codex":0.0016539901,"about_ca_topic_score_gemma":0.0022766038,"teacher_disagreement_score":0.004614406,"about_ca_system_score_codex":0.0005883028,"about_ca_system_score_gemma":0.00035253604,"threshold_uncertainty_score":0.0154367685},"labels":[],"label_agreement":null},{"id":"W1970818505","doi":"10.1109/msp.2008.9","title":"Estimating a System's Mean Time-to-Compromise","year":2008,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Information and Cyber Security","field":"Computer Science","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Compromise; SCADA; Metric (unit); Computer science; Interval (graph theory); Duration (music); State (computer science); State space; Mathematics; Algorithm; Statistics; Engineering; Law; Operations management","score_opus":0.014094815194908539,"score_gpt":0.232523956704363,"score_spread":0.21842914150945444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970818505","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":[0.14571595,0.00044298757,0.8490645,0.00021808928,0.00005558977,0.000069273105,0.00030174793,0.0008071116,0.003324727],"genre_scores_gemma":[0.93287873,0.00016721581,0.06559189,0.000029598015,0.000035497742,0.00006598491,0.0003577607,0.000096809395,0.0007764996],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99735403,0.000504559,0.00021211017,0.00056413,0.0011588219,0.00020635461],"domain_scores_gemma":[0.97792757,0.013785011,0.002915363,0.0020350455,0.0028355687,0.00050147914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029981108,0.00089243794,0.0009958668,0.0023105512,0.0005592976,0.0016097019,0.0008747977,0.0010519741,0.0016963222],"category_scores_gemma":[0.030380027,0.00040855203,0.00073256204,0.0010590769,0.0005633209,0.0042484202,0.0012456884,0.0012068851,0.0005265709],"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":[0.0003237105,0.00007572988,0.030790461,0.00017210506,0.00023001777,0.00013763679,0.0002350294,0.84668314,0.014593725,0.021410216,0.0011270785,0.08422115],"study_design_scores_gemma":[0.000007800726,0.00024113289,0.0069166203,0.000017382292,0.000032234286,0.00020006392,0.000069302965,0.9751371,0.005746363,0.010707762,0.00086900825,0.000055222117],"about_ca_topic_score_codex":0.0013962521,"about_ca_topic_score_gemma":0.0011466007,"teacher_disagreement_score":0.0029981108,"about_ca_system_score_codex":0.0010437339,"about_ca_system_score_gemma":0.0008591253,"threshold_uncertainty_score":0.01585573},"labels":[],"label_agreement":null},{"id":"W1970967038","doi":"10.1109/milcom.2006.302051","title":"Situation Monitoring and Analysis of Security Risk for Networked Services","year":2006,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer security; National security; Agency (philosophy); Situation awareness; Key (lock); Computer science; Service (business); Prioritization; Situation analysis; Action (physics); Situational ethics; Process management; Risk analysis (engineering); Knowledge management; Engineering management; Business; Engineering; Political science","score_opus":0.0063363885823513304,"score_gpt":0.23030985513364635,"score_spread":0.22397346655129502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970967038","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":[0.40628815,0.00055720645,0.57537085,0.000985305,0.000041363466,0.00018296111,0.00041019547,0.0007412314,0.015422855],"genre_scores_gemma":[0.9726793,0.00017687208,0.026164373,0.000014246831,0.000014134585,0.000039200928,0.00013131676,0.000014717785,0.00076587585],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841416,0.00067069824,0.000087505956,0.0002268042,0.00047800672,0.00012290238],"domain_scores_gemma":[0.9976532,0.0012366284,0.00058162765,0.00019561617,0.0002444559,0.00008849849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014526393,0.0005661414,0.00044811645,0.0022713903,0.0005960637,0.0020687743,0.000563144,0.00059593277,0.0019073235],"category_scores_gemma":[0.008680827,0.0002591785,0.00056686654,0.0011915244,0.00070892245,0.0027377764,0.0012966335,0.0006408722,0.00020670472],"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":[0.0004842809,0.00023655732,0.04063406,0.0001521788,0.0002376071,0.00051681045,0.0018199277,0.66743994,0.003568428,0.12153178,0.0018836565,0.16149482],"study_design_scores_gemma":[0.000009965018,0.00007768973,0.0051842746,0.00002180707,0.000046567468,0.00013693298,0.00045903475,0.95288277,0.0011910324,0.03854641,0.0014157314,0.000027807844],"about_ca_topic_score_codex":0.007627845,"about_ca_topic_score_gemma":0.0035262122,"teacher_disagreement_score":0.007627845,"about_ca_system_score_codex":0.0015278733,"about_ca_system_score_gemma":0.00096260913,"threshold_uncertainty_score":0.015166879},"labels":[],"label_agreement":null},{"id":"W1971794138","doi":"10.2308/jeta.2008.5.1.189","title":"Risk and Reliability Formulas for Systems Security under Dempster-Shafer Theory of Belief Functions","year":2008,"lang":"en","type":"article","venue":"Journal of Emerging Technologies in Accounting","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"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":"Reliability (semiconductor); Dempster–Shafer theory; Computer science; Influence diagram; Sensitivity (control systems); Evidential reasoning approach; Fault tree analysis; Decision tree; Belief structure; Diagram; Data mining; Artificial intelligence; Reliability engineering; Decision support system; Engineering","score_opus":0.014521149850234722,"score_gpt":0.24847195831024116,"score_spread":0.23395080846000643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971794138","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":[0.022552697,0.0004684109,0.96689457,0.0006913711,0.000030733157,0.000060023813,0.000104530656,0.00008999375,0.009107611],"genre_scores_gemma":[0.85776633,0.0010346433,0.13768242,0.0001738963,0.00008065702,0.00032362094,0.00013412673,0.000039431943,0.0027647933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99512583,0.001807324,0.0002654149,0.0003521796,0.002160493,0.00028883695],"domain_scores_gemma":[0.9666036,0.025699144,0.00227657,0.0010914315,0.004085392,0.00024385186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010431368,0.001097214,0.0008470035,0.0036549605,0.0005682703,0.0024877116,0.0013579361,0.0017073326,0.004607424],"category_scores_gemma":[0.0590238,0.00046006482,0.0009849346,0.0019187279,0.0022819007,0.0058767493,0.001591588,0.0020946108,0.0005932452],"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":[0.000026704955,0.0000246574,0.0011047029,0.00008508122,0.0000296495,0.00014419705,0.0002629264,0.32827443,0.0002408997,0.65395623,0.0011444142,0.014706069],"study_design_scores_gemma":[0.00000991365,0.000024869896,0.00028721194,0.00006098041,0.000016712327,0.000118139214,0.00006782832,0.61970556,0.00030123172,0.37843278,0.0009547973,0.000020020969],"about_ca_topic_score_codex":0.0037703593,"about_ca_topic_score_gemma":0.0018575601,"teacher_disagreement_score":0.010431368,"about_ca_system_score_codex":0.0039416347,"about_ca_system_score_gemma":0.0014729019,"threshold_uncertainty_score":0.05516696},"labels":[],"label_agreement":null},{"id":"W1975778073","doi":"10.12927/hcq..16694","title":"Implementing a Privacy Compliance Program in Your Hospital","year":2001,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Information and Cyber Security","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":"Fraser Health","funders":"","keywords":"Compliance (psychology); Best practice; Health administration; Patient privacy; Business; Nursing; Internet privacy; Medicine; Public relations; Medical emergency; Health care; Psychology; Public health; Political science; Computer science; Social psychology; Law","score_opus":0.04034823514037483,"score_gpt":0.3439742494170387,"score_spread":0.30362601427666386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975778073","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6221761,0.00037647318,0.036336616,0.26564315,0.0025632377,0.0030660855,0.0001672313,0.0029107984,0.06676031],"genre_scores_gemma":[0.9135175,0.00024699073,0.021955507,0.04537916,0.0004943159,0.0005449625,0.00014734644,0.00016252144,0.017551832],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97196555,0.014001115,0.0019486953,0.0012066453,0.0049146917,0.005963281],"domain_scores_gemma":[0.93383354,0.016126057,0.007963557,0.0069167796,0.0125496825,0.022610357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021542383,0.0003796255,0.0003084639,0.0012814526,0.009857351,0.0051894295,0.002597667,0.0052791196,0.009964764],"category_scores_gemma":[0.04809339,0.0007652835,0.000705995,0.00093364285,0.0021683367,0.0037306868,0.004868085,0.006670483,0.0016440151],"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":[0.0013564479,0.021888318,0.20478357,0.000500164,0.00028086,0.0032061806,0.010460585,0.0054714065,0.011404614,0.020052161,0.17012264,0.5504731],"study_design_scores_gemma":[0.0021849847,0.032840725,0.40719572,0.0019494988,0.0009100137,0.0053964984,0.1384127,0.0284123,0.07380927,0.024504859,0.28352198,0.00086144515],"about_ca_topic_score_codex":0.0061655254,"about_ca_topic_score_gemma":0.009739925,"teacher_disagreement_score":0.021542383,"about_ca_system_score_codex":0.005385007,"about_ca_system_score_gemma":0.037779167,"threshold_uncertainty_score":0.11392838},"labels":[],"label_agreement":null},{"id":"W1979973568","doi":"10.1109/hicss.2012.620","title":"Understanding User's Behaviors in Coping with Security Threat of Mobile Devices Loss and Theft","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Mobile device; Computer security; Internet privacy; Mobile computing; Computer science; Mobile telephony; Coping (psychology); Mobile radio; Telecommunications; World Wide Web; Psychology","score_opus":0.03352936883506695,"score_gpt":0.2615563224282637,"score_spread":0.22802695359319675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979973568","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":[0.99787724,0.00004090166,0.0006497234,0.00014164038,0.0000021439664,0.000014860661,0.000012358306,0.000009145562,0.0012519597],"genre_scores_gemma":[0.9994229,0.000044273682,0.00032500157,0.000031885334,0.0000010642168,0.000006029584,0.00001405784,0.0000010734282,0.00015371018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999474,0.00025188763,0.000029975721,0.00004560163,0.00010626374,0.00009228128],"domain_scores_gemma":[0.9968566,0.0013848001,0.00095839915,0.00013002536,0.00035804664,0.00031212086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007998633,0.00028700236,0.00020252318,0.00054287276,0.00042537964,0.0012797102,0.00022111977,0.00068969466,0.0010474874],"category_scores_gemma":[0.0056789936,0.00018271994,0.00030871047,0.00022779578,0.0004150134,0.0010116305,0.00044598663,0.00066466833,0.00020065758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028602502,0.00116969,0.90080357,0.00011981897,0.00011004806,0.00032960263,0.043787442,0.0014598381,0.009956271,0.0010227659,0.00044594766,0.040508997],"study_design_scores_gemma":[0.000013292803,0.0005871658,0.94947094,0.000047287303,0.000077808865,0.000322415,0.03545101,0.010737772,0.0013412125,0.00065219216,0.0012517277,0.000047072906],"about_ca_topic_score_codex":0.002850342,"about_ca_topic_score_gemma":0.0034340788,"teacher_disagreement_score":0.002850342,"about_ca_system_score_codex":0.0003067717,"about_ca_system_score_gemma":0.00032783614,"threshold_uncertainty_score":0.0056675076},"labels":[],"label_agreement":null},{"id":"W1980701370","doi":"10.1108/02686900510606065","title":"Risk management, internal controls and organizational vulnerabilities","year":2005,"lang":"en","type":"article","venue":"Managerial Auditing Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":45,"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 Windsor","funders":"","keywords":"Knowledge management; Context (archaeology); Computer science; Internal audit; Public relations; Business; Audit; Political science; Accounting","score_opus":0.004593980436065524,"score_gpt":0.2059310568397544,"score_spread":0.2013370764036889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980701370","genre_codex":"editorial","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":[0.004802636,0.053550776,0.0052128094,0.25071585,0.6643253,0.00006355803,0.00008910091,0.00011625727,0.02112366],"genre_scores_gemma":[0.060000617,0.0361686,0.0022196397,0.027241252,0.851202,0.000079244994,0.00009449878,0.00014055536,0.022853592],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996021,0.0012395643,0.0003808225,0.00045475538,0.0016289215,0.00027505026],"domain_scores_gemma":[0.9649262,0.02048227,0.0030544668,0.0009170757,0.008916633,0.001703406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047480855,0.0007659252,0.00086843065,0.0016386384,0.001746575,0.008790352,0.0010904892,0.0032401495,0.005473291],"category_scores_gemma":[0.02797547,0.00030196036,0.00079136674,0.0008275164,0.0031506424,0.0036104564,0.0020750654,0.006281241,0.0010103736],"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":[0.000083427,0.00003686616,0.0010786814,0.001169012,0.00006473823,0.00042339496,0.0012958257,0.00040701983,0.00040663866,0.036725886,0.88168615,0.076622285],"study_design_scores_gemma":[0.000045763067,0.00020320094,0.0046422374,0.002224081,0.00013358014,0.0012908047,0.002046289,0.0016486021,0.0008161795,0.047981896,0.9388935,0.000073838084],"about_ca_topic_score_codex":0.000528997,"about_ca_topic_score_gemma":0.0005773041,"teacher_disagreement_score":0.008790352,"about_ca_system_score_codex":0.0012395096,"about_ca_system_score_gemma":0.0025426622,"threshold_uncertainty_score":0.025110602},"labels":[],"label_agreement":null},{"id":"W1981681059","doi":"10.1145/1358628.1358931","title":"Security practitioners in context","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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":"Context (archaeology); Computer science; Knowledge management; Qualitative analysis; Citizen journalism; Qualitative research; World Wide Web; Sociology","score_opus":0.015401450843492167,"score_gpt":0.23729700157178082,"score_spread":0.22189555072828865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981681059","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":[0.50433147,0.0093105305,0.027765885,0.11019235,0.0013964913,0.00037036592,0.00011236816,0.000250986,0.34626967],"genre_scores_gemma":[0.9721778,0.0031019326,0.0035460046,0.0054699285,0.0001444391,0.000118787095,0.00004148713,0.000058114634,0.015341605],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98099583,0.014037782,0.0003679153,0.0012507866,0.0012531657,0.0020945189],"domain_scores_gemma":[0.98623604,0.0069069653,0.0011701396,0.0006202477,0.0016959679,0.0033707349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008991124,0.0007191138,0.0006915666,0.0023987715,0.0154914325,0.011341764,0.001196957,0.004481738,0.014648065],"category_scores_gemma":[0.015194242,0.0006108289,0.00030379515,0.0026894968,0.013227626,0.012953073,0.01476627,0.006490935,0.0017668853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004232821,0.00010561038,0.0062337737,0.00030862534,0.000012229183,0.0037856058,0.7841266,0.00035503018,0.0012696369,0.16697262,0.01107548,0.025712527],"study_design_scores_gemma":[0.000013476386,0.00005699856,0.0011678534,0.00041929784,0.000007582072,0.0012316558,0.69403225,0.000248705,0.0002174549,0.023846705,0.2787377,0.000020289708],"about_ca_topic_score_codex":0.0055406033,"about_ca_topic_score_gemma":0.0073041054,"teacher_disagreement_score":0.0154914325,"about_ca_system_score_codex":0.0065073916,"about_ca_system_score_gemma":0.008513786,"threshold_uncertainty_score":0.049002588},"labels":[],"label_agreement":null},{"id":"W1983417710","doi":"10.1145/2660267.2660387","title":"SIW 2014","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Computer science; Information security; Computer security; Element (criminal law); Software; Information system; Engineering","score_opus":0.005803674077838183,"score_gpt":0.20582957694133155,"score_spread":0.20002590286349337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983417710","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":[0.0039110905,0.003967803,0.024830623,0.017663883,0.015852142,0.00043746617,0.008889406,0.0057717483,0.91867584],"genre_scores_gemma":[0.00840871,0.0020319168,0.005251481,0.0014310642,0.0009285142,0.00014809087,0.009658635,0.0013712163,0.9707704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825865,0.00021599758,0.00011855223,0.00029942027,0.00086852163,0.00023893914],"domain_scores_gemma":[0.9960984,0.00028915895,0.00013305289,0.0007817007,0.0019331675,0.0007644983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002745936,0.00082844216,0.0005366348,0.0026102494,0.0018417186,0.006113082,0.0017521441,0.0021330947,0.42438743],"category_scores_gemma":[0.006288257,0.0004421403,0.0006661552,0.002126939,0.0008686177,0.004309455,0.003314607,0.0020966819,0.3998448],"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":[0.00010677724,0.000088383276,0.0005995516,0.00017151529,0.000013570039,0.00010529399,0.00015246536,0.00022077738,0.001515369,0.017875092,0.80018103,0.1789703],"study_design_scores_gemma":[0.000005572075,0.000010497949,0.00034944093,0.000072042756,0.0000029752841,0.000055427747,0.000065042754,0.00018448906,0.00032257987,0.0018657817,0.9970605,0.0000056889803],"about_ca_topic_score_codex":0.005790793,"about_ca_topic_score_gemma":0.008101107,"teacher_disagreement_score":0.57561255,"about_ca_system_score_codex":0.0022064752,"about_ca_system_score_gemma":0.0036172485,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W198482427","doi":"","title":"The international legal environment for information systems reliability assurance services: The CPA/CA SysTrust","year":2000,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Reliability (semiconductor); Business; Quality assurance; Computer science; Service (business)","score_opus":0.006230111545307165,"score_gpt":0.15644054031220217,"score_spread":0.150210428766895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198482427","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":[0.03373337,0.0066198073,0.013870194,0.17945048,0.0017302816,0.00016154636,0.00025697504,0.00038143524,0.7637959],"genre_scores_gemma":[0.8573422,0.00474427,0.022117555,0.05112198,0.0023323002,0.0002513103,0.0002985397,0.00015144542,0.061640415],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99213845,0.0013632232,0.00041390536,0.0007390298,0.0044498513,0.0008955229],"domain_scores_gemma":[0.9868342,0.0047014724,0.0021411914,0.0012643237,0.0035586725,0.0015001034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008802126,0.00023627521,0.00017514835,0.002038525,0.008411538,0.015999746,0.0012798017,0.0063455896,0.005774547],"category_scores_gemma":[0.022857687,0.00030473818,0.0004289827,0.0025664284,0.0122678885,0.008139382,0.004468575,0.009040958,0.0008674844],"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":[0.000012487903,0.000020724687,0.002510845,0.00003603941,0.000005350592,0.00031397087,0.0018677763,0.0002726804,0.00025320996,0.91916203,0.047597714,0.027947262],"study_design_scores_gemma":[0.000021985416,0.00008654317,0.015904156,0.0005988179,0.000040763967,0.001378262,0.0037155466,0.0027207616,0.0007839747,0.10815744,0.8664881,0.00010360123],"about_ca_topic_score_codex":0.07121141,"about_ca_topic_score_gemma":0.08898579,"teacher_disagreement_score":0.07121141,"about_ca_system_score_codex":0.00744649,"about_ca_system_score_gemma":0.029053863,"threshold_uncertainty_score":0.14159381},"labels":[],"label_agreement":null},{"id":"W1986259683","doi":"10.1109/ccece.2008.4564864","title":"Utilizing security requirements engineering methods for operational security maintenance purposes","year":2008,"lang":"en","type":"article","venue":"Conference proceedings - Canadian Conference on Electrical and Computer Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Computer security; Security testing; Security engineering; Focus (optics); Work (physics); Risk analysis (engineering); Selection (genetic algorithm); Security information and event management; Security service; Software security assurance; Cloud computing security; Information security; Engineering; Business; Cloud computing","score_opus":0.030536098221738386,"score_gpt":0.25873030668236097,"score_spread":0.22819420846062258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986259683","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":[0.0017707633,0.00012400135,0.9937598,0.0002873842,0.00001949672,0.0003239098,0.00011672958,0.00065927533,0.002938638],"genre_scores_gemma":[0.022847742,0.00023592952,0.9752926,0.00009198086,0.000015652224,0.0003826506,0.00024320917,0.00016368159,0.0007266039],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98020107,0.010167991,0.0016571585,0.0010358155,0.0065518077,0.0003861589],"domain_scores_gemma":[0.9393669,0.04045435,0.004973652,0.008193302,0.0067335526,0.00027826466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017502151,0.0022354214,0.00071950763,0.0043031415,0.0008093702,0.003723132,0.0020868815,0.0012467853,0.0036490436],"category_scores_gemma":[0.041299965,0.0011638975,0.0018512259,0.002399003,0.0016853189,0.003977928,0.0017466822,0.003201295,0.0019736849],"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":[0.0001119796,0.00050611666,0.0030579816,0.001999969,0.00030740123,0.0006827725,0.003226375,0.081580386,0.017656567,0.23842578,0.008532741,0.64391196],"study_design_scores_gemma":[0.00024226593,0.0004697527,0.0026609306,0.0023611167,0.00027193633,0.0017850407,0.0018027299,0.4920315,0.043900385,0.2612217,0.19292532,0.00032719783],"about_ca_topic_score_codex":0.0020017847,"about_ca_topic_score_gemma":0.003317305,"teacher_disagreement_score":0.017502151,"about_ca_system_score_codex":0.0014673483,"about_ca_system_score_gemma":0.0036856842,"threshold_uncertainty_score":0.092561305},"labels":[],"label_agreement":null},{"id":"W1988138196","doi":"10.1109/msp.2008.115","title":"Developing and Retaining a Security Testing Mindset","year":2008,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Information and Cyber Security","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":"Mindset; Software security assurance; Security testing; Computer science; Task (project management); Computer security; Information security; Security service; Engineering; Cloud computing security; Security information and event management; Systems engineering","score_opus":0.05005909571749499,"score_gpt":0.26526007237865384,"score_spread":0.21520097666115884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988138196","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":[0.3830274,0.0009538625,0.41927472,0.06871664,0.0008458825,0.0013838544,0.0000709184,0.0018626433,0.123863935],"genre_scores_gemma":[0.7245388,0.0006376959,0.25175223,0.008354578,0.00017697387,0.0006944539,0.00014493073,0.00024235826,0.013457928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9722724,0.014919147,0.0013322136,0.0012277288,0.008538031,0.0017103866],"domain_scores_gemma":[0.88281155,0.06204451,0.0076961094,0.009212358,0.022366777,0.015868707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0454661,0.0008050059,0.00048362455,0.0021443774,0.0032290677,0.008236869,0.0024136226,0.0036775565,0.0021503426],"category_scores_gemma":[0.070014454,0.0007381506,0.00089902565,0.00055453624,0.008948634,0.0096872235,0.009115437,0.0095771765,0.0010309952],"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":[0.00026886017,0.0035166868,0.07748051,0.0009028993,0.00016014892,0.0015081028,0.18044062,0.008974014,0.030186215,0.2130665,0.02951715,0.45397824],"study_design_scores_gemma":[0.0002313623,0.0030476744,0.05662697,0.0026300899,0.0001768618,0.0032217684,0.097282976,0.039674725,0.03579255,0.48534468,0.27537504,0.0005953921],"about_ca_topic_score_codex":0.0014869976,"about_ca_topic_score_gemma":0.0013181291,"teacher_disagreement_score":0.0454661,"about_ca_system_score_codex":0.0037845462,"about_ca_system_score_gemma":0.0076051857,"threshold_uncertainty_score":0.24045056},"labels":[],"label_agreement":null},{"id":"W1988453576","doi":"10.1108/09685221011035241","title":"Preparation, detection, and analysis: the diagnostic work of IT security incident response","year":2010,"lang":"en","type":"article","venue":"Information Management & Computer Security","topic":"Information and Cyber Security","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":"University of British Columbia","funders":"","keywords":"Computer science; Originality; Incident management; Work (physics); Usability; Information security; Tacit knowledge; Knowledge management; Incident response; Computer security; Qualitative research; Engineering; Sociology","score_opus":0.004440628543114698,"score_gpt":0.2302531066311818,"score_spread":0.2258124780880671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988453576","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":[0.40937763,0.0029675236,0.52277833,0.014433018,0.00040757694,0.004192027,0.00020753205,0.0014559475,0.044180386],"genre_scores_gemma":[0.8101167,0.00077358534,0.18564089,0.00062199775,0.00005603059,0.0010834553,0.00013768986,0.00010681746,0.0014628],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9052393,0.07939911,0.0038204622,0.0026965938,0.006842272,0.002002304],"domain_scores_gemma":[0.8026212,0.15552253,0.015040215,0.010825944,0.0135558285,0.002434293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.052644506,0.0015425083,0.0008946557,0.0066365376,0.0062112473,0.008308397,0.0024300457,0.0020575859,0.002294009],"category_scores_gemma":[0.14357865,0.0010467741,0.0007332105,0.0033146224,0.009305712,0.008999648,0.00683544,0.00290925,0.000709187],"study_design_candidate":"qualitative","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":[0.00039225194,0.0005808367,0.04185295,0.0024411671,0.00007008138,0.0013135558,0.3763894,0.0019525128,0.007461232,0.043475702,0.0042421673,0.5198282],"study_design_scores_gemma":[0.00014232007,0.0010907121,0.033997342,0.005726006,0.00019105195,0.0052050846,0.743676,0.019081298,0.01925826,0.09270664,0.07850921,0.00041613643],"about_ca_topic_score_codex":0.0025131246,"about_ca_topic_score_gemma":0.0019379024,"teacher_disagreement_score":0.052644506,"about_ca_system_score_codex":0.0055313315,"about_ca_system_score_gemma":0.012117639,"threshold_uncertainty_score":0.27841407},"labels":[],"label_agreement":null},{"id":"W1989643000","doi":"10.1002/9780470087923.hhs545","title":"Critical Information Infrastructure Protection, Canada","year":2008,"lang":"en","type":"other","venue":"Wiley Handbook of Science and Technology for Homeland Security","topic":"Information and Cyber Security","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":"Citation; Homeland security; Center (category theory); Library science; World Wide Web; Political science; Computer security; Computer science; Law","score_opus":0.00355041893770368,"score_gpt":0.19852582619863682,"score_spread":0.19497540726093313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989643000","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":[0.0020620883,0.030375823,0.0064660185,0.011091712,0.0024812964,0.00012666684,0.005883549,0.0009385567,0.9405742],"genre_scores_gemma":[0.007781067,0.016081868,0.002518868,0.00042376175,0.00008844559,0.00002009914,0.0011950823,0.00016213935,0.9717287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902964,0.00003161667,0.000031415413,0.00011169185,0.00062709313,0.00016848987],"domain_scores_gemma":[0.9978947,0.0001614539,0.000055652326,0.00008842119,0.001587248,0.00021254882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673438,0.001129719,0.0005932966,0.0024886099,0.0038094746,0.0055060694,0.0013660105,0.0018131939,0.116337374],"category_scores_gemma":[0.0020966379,0.00058707723,0.0003202693,0.0047806934,0.0013216729,0.0018502461,0.0012108756,0.0018287714,0.031039724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024830282,0.000018611021,0.00043802528,0.00017633934,0.0000040135624,0.00009848527,0.00012024312,0.0011925581,0.00036898057,0.02509508,0.793472,0.17899087],"study_design_scores_gemma":[0.0000032284518,0.000004985948,0.00075744244,0.00016198818,0.0000043485265,0.000045490036,0.00015022878,0.00052926893,0.00034529343,0.003016676,0.9949708,0.000010161473],"about_ca_topic_score_codex":0.9286137,"about_ca_topic_score_gemma":0.96660846,"teacher_disagreement_score":0.9706552,"about_ca_system_score_codex":0.02934481,"about_ca_system_score_gemma":0.062489837,"threshold_uncertainty_score":0.38918728},"labels":[],"label_agreement":null},{"id":"W1990470056","doi":"10.1109/compsac.2007.191","title":"Social Modeling for System Security","year":2007,"lang":"en","type":"article","venue":"Proceedings - International Computer Software & Applications Conference","topic":"Information and Cyber Security","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":"Computer science; Software security assurance; Security engineering; Computer security; Software; Software engineering; Information security; Security service","score_opus":0.02569765446091709,"score_gpt":0.28196439902556164,"score_spread":0.25626674456464454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990470056","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":[0.022208886,0.028922748,0.47955766,0.08735413,0.002898966,0.00037671052,0.002329018,0.001274236,0.37507758],"genre_scores_gemma":[0.81205565,0.026805239,0.07029687,0.003903614,0.0029938796,0.0008943108,0.0013997962,0.00034525836,0.08130538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989761,0.0005598424,0.000051727133,0.0001692035,0.00017361031,0.00006953169],"domain_scores_gemma":[0.9970963,0.002076845,0.00022227109,0.00019037872,0.00022331219,0.00019092162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016455546,0.0010676999,0.0008953226,0.0014584992,0.0013183376,0.002148343,0.0009750744,0.0019477505,0.048118766],"category_scores_gemma":[0.004067334,0.00025139475,0.0010400286,0.0014715638,0.0022379616,0.003748338,0.0018545293,0.002490053,0.0038623086],"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":[0.000015902611,0.000031134732,0.00071958744,0.00030309503,0.000080293736,0.00016541785,0.00031875167,0.03101339,0.00011816425,0.90537333,0.0300716,0.031789318],"study_design_scores_gemma":[0.000014593925,0.00002783928,0.0006175984,0.00017621565,0.00003722033,0.000083876184,0.00028144574,0.05684088,0.000050158273,0.85217863,0.08967164,0.000019882234],"about_ca_topic_score_codex":0.0055235573,"about_ca_topic_score_gemma":0.006933728,"teacher_disagreement_score":0.048118766,"about_ca_system_score_codex":0.0034003672,"about_ca_system_score_gemma":0.0013813877,"threshold_uncertainty_score":0.16097331},"labels":[],"label_agreement":null},{"id":"W1992984731","doi":"10.2308/jis.2000.14.s-1.163","title":"1999 Symposium on IS Assurance Panel Discussion on SysTrust","year":2000,"lang":"en","type":"article","venue":"Journal of Information Systems","topic":"Information and Cyber Security","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":"Panel discussion; Computer science; Information assurance; Political science; Accounting; Public relations; Engineering ethics; Psychology; Business; Computer security; Engineering; Information security; Advertising","score_opus":0.011667584793117799,"score_gpt":0.22361886944289286,"score_spread":0.21195128464977506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992984731","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002815558,0.0181591,0.006260592,0.72593546,0.07930949,0.00041602703,0.00068509084,0.00027827598,0.16614047],"genre_scores_gemma":[0.09820782,0.032471996,0.007853325,0.11947387,0.106900714,0.0012014641,0.001431287,0.0010194647,0.63144004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896736,0.0022141233,0.0006798499,0.0013226419,0.0045094197,0.0016004235],"domain_scores_gemma":[0.9797468,0.00572353,0.00072688767,0.00095807033,0.009251632,0.0035929098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023356056,0.0017225278,0.001039983,0.0028919147,0.006762794,0.011211654,0.0020694674,0.020741511,0.087110706],"category_scores_gemma":[0.026306076,0.00078648655,0.0020128435,0.002901397,0.0025487186,0.010675783,0.0063872524,0.018734008,0.0221427],"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":[0.000055194538,0.000044303048,0.00023951258,0.00013238234,0.000009553387,0.00012216491,0.0005878609,0.00017458994,0.0003466878,0.016413994,0.9596906,0.022183232],"study_design_scores_gemma":[0.000007722579,0.000023375587,0.00033017012,0.0002560114,0.0000099463505,0.00004544004,0.0005263527,0.00012256378,0.00017965201,0.0043371394,0.99414647,0.000015131037],"about_ca_topic_score_codex":0.005290691,"about_ca_topic_score_gemma":0.006856865,"teacher_disagreement_score":0.087110706,"about_ca_system_score_codex":0.0068859914,"about_ca_system_score_gemma":0.009769141,"threshold_uncertainty_score":0.29141432},"labels":[],"label_agreement":null},{"id":"W1994628740","doi":"10.4018/jte.2011040105","title":"Socio-Technical Influences of Cyber Espionage","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"Espionage; Politics; Counterintelligence; Industrial espionage; Variety (cybernetics); Government (linguistics); Political science; Documentation; Public relations; Sociology; Law","score_opus":0.03966469371302263,"score_gpt":0.30878069203057434,"score_spread":0.26911599831755173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994628740","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":[0.91060925,0.0005624116,0.0029991767,0.00226052,0.000035750607,0.000041124607,0.000025861904,0.000020942707,0.08344501],"genre_scores_gemma":[0.9989574,0.0002446263,0.00017966608,0.000047899826,0.000009101496,0.0000051383154,0.0000045377574,0.0000036526642,0.0005480884],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953192,0.003140075,0.00018323574,0.0002139156,0.00068123656,0.00046229482],"domain_scores_gemma":[0.9843276,0.009996562,0.0032233682,0.0007884891,0.000801423,0.00086259586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00323226,0.0002782598,0.00016634622,0.0028377278,0.004238024,0.004431175,0.00038506163,0.0010119674,0.0036193288],"category_scores_gemma":[0.011443509,0.00020912483,0.00020391324,0.0014870188,0.011263445,0.0033683716,0.0040481677,0.0011172141,0.00018398937],"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":[0.00021565489,0.00042093117,0.25118208,0.00041936286,0.000081852464,0.013139383,0.3741616,0.0054149753,0.0053449697,0.28901848,0.0025419083,0.058058776],"study_design_scores_gemma":[0.00002798463,0.00026286457,0.19787973,0.0004417714,0.0000728427,0.004614145,0.60663027,0.004977556,0.0031446312,0.08835189,0.093506224,0.00009018649],"about_ca_topic_score_codex":0.0021532788,"about_ca_topic_score_gemma":0.0031713499,"teacher_disagreement_score":0.004431175,"about_ca_system_score_codex":0.0025438343,"about_ca_system_score_gemma":0.0013922727,"threshold_uncertainty_score":0.018456936},"labels":[],"label_agreement":null},{"id":"W1998858506","doi":"10.2202/1547-7355.1665","title":"Review of Security Manager's Guide to Disasters: Managing Through Emergencies, Violence, and Other Workplace Threats","year":2009,"lang":"en","type":"article","venue":"Journal of Homeland Security and Emergency Management","topic":"Information and Cyber Security","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":"Canadian Armed Forces","funders":"","keywords":"Computer security; Business; Emergency management; Workplace violence; Security management; Homeland security; Terrorism; Political science; Medical emergency; Computer science; Poison control; Suicide prevention; Medicine; Law","score_opus":0.012313635715178026,"score_gpt":0.28061518550571063,"score_spread":0.2683015497905326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998858506","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":[0.00007539975,0.9813036,0.00038544871,0.012448959,0.00414616,0.000035973524,0.0001225579,0.000025308074,0.0014566187],"genre_scores_gemma":[0.0006591135,0.9824263,0.0011147065,0.010878086,0.0027845693,0.00005662685,0.00017242444,0.00001342901,0.0018946811],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977162,0.0004701145,0.00064841594,0.00019246303,0.00087627274,0.00009647369],"domain_scores_gemma":[0.9848683,0.005551384,0.0018575354,0.00019688562,0.00653428,0.0009915277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036674999,0.0012393851,0.0021837875,0.007992508,0.0006171989,0.0017371294,0.00253559,0.0034529015,0.006134722],"category_scores_gemma":[0.016729338,0.0007048062,0.0010793965,0.007906929,0.0008231327,0.0033101721,0.0011558253,0.0028169197,0.0033240595],"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":[0.00004429234,0.000046155194,0.0002905986,0.018360067,0.00009432726,0.00014590549,0.00016085322,0.0001304612,0.00017116383,0.0008273601,0.6400125,0.33971637],"study_design_scores_gemma":[0.000028606355,0.0000573212,0.0020772286,0.018956153,0.0001260949,0.00061274244,0.00011916087,0.000048687412,0.00006737542,0.00044735707,0.9774277,0.000031627376],"about_ca_topic_score_codex":0.015513062,"about_ca_topic_score_gemma":0.0373767,"teacher_disagreement_score":0.015513062,"about_ca_system_score_codex":0.0025912407,"about_ca_system_score_gemma":0.009824386,"threshold_uncertainty_score":0.030845523},"labels":[],"label_agreement":null},{"id":"W2007232223","doi":"10.1109/sere.2013.11","title":"A Security Risk Assessment Framework for SysML Activity Diagrams","year":2013,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer science; Systems Modeling Language; Activity diagram; Probabilistic logic; Computer security model; Unified Modeling Language; Software engineering; Computer security; Programming language; Software; Artificial intelligence","score_opus":0.010208872761755096,"score_gpt":0.27458904252249927,"score_spread":0.2643801697607442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007232223","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":[0.00042097538,0.000054330078,0.99785197,0.00010061883,0.0000090909825,0.00010938146,0.00005653795,0.0008997511,0.00049745163],"genre_scores_gemma":[0.026480341,0.00019026865,0.9717399,0.00006111643,0.000039204435,0.0003460273,0.00029177935,0.00023028502,0.0006210907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9872454,0.004428492,0.0017078047,0.0012467363,0.004935226,0.0004363826],"domain_scores_gemma":[0.98091334,0.010015319,0.0021610158,0.0025934293,0.0038897323,0.0004271939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01607509,0.0027496703,0.0011320307,0.0072540534,0.0011909202,0.0045896573,0.0033777456,0.002293374,0.0037226917],"category_scores_gemma":[0.027374484,0.0013268631,0.004000008,0.0024767537,0.0026008983,0.004725926,0.0028374402,0.0035685536,0.0012244543],"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":[0.0000769306,0.0002080653,0.0018027885,0.0007742528,0.00019831459,0.00061044487,0.00097393343,0.21428995,0.006553425,0.60118985,0.004811133,0.16851087],"study_design_scores_gemma":[0.00005812884,0.00013573462,0.00039552484,0.00053522055,0.0001426765,0.00055510935,0.00015528234,0.7180859,0.006127259,0.21904281,0.054662593,0.000103778184],"about_ca_topic_score_codex":0.0068173204,"about_ca_topic_score_gemma":0.0051458543,"teacher_disagreement_score":0.01607509,"about_ca_system_score_codex":0.0027759387,"about_ca_system_score_gemma":0.0049268124,"threshold_uncertainty_score":0.085014224},"labels":[],"label_agreement":null},{"id":"W2010902645","doi":"10.1057/ejis.2009.6","title":"Protection motivation and deterrence: a framework for security policy compliance in organisations","year":2009,"lang":"en","type":"article","venue":"European Journal of Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"National Science Foundation","keywords":"Deterrence theory; Information security; Compliance (psychology); Business; Information systems security; Premise; Information security management; Public relations; Security policy; Theory of planned behavior; Knowledge management; Information system; Economics; Psychology; Computer security; Control (management); Cloud computing security; Social psychology; Management information systems; Security information and event management; Political science; Management; Computer science","score_opus":0.03267150318166024,"score_gpt":0.26560198616283004,"score_spread":0.2329304829811698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010902645","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":[0.22845986,0.0049191737,0.49856493,0.04258138,0.0003634139,0.0012240203,0.00027813707,0.00029121645,0.22331789],"genre_scores_gemma":[0.9492412,0.00082929997,0.04589764,0.0005903808,0.00008097505,0.0008417404,0.00008240042,0.000021252907,0.0024150112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9862895,0.009992209,0.00048341064,0.0010028889,0.0013877421,0.000844197],"domain_scores_gemma":[0.98735434,0.008226563,0.0019734958,0.00055582885,0.0009794192,0.00091033825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009256221,0.0011813949,0.00067398173,0.0054356316,0.0029221533,0.007175377,0.0021471933,0.0036779759,0.0050440044],"category_scores_gemma":[0.012753939,0.00061149325,0.0014050918,0.0028198883,0.016119942,0.006810963,0.0048095793,0.003009811,0.00042426694],"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":[0.000015216277,0.0002084482,0.008808879,0.00011953084,0.000039805844,0.00022772355,0.007746707,0.0036010318,0.00010295844,0.9673777,0.00051760586,0.011234325],"study_design_scores_gemma":[0.00008666618,0.00032004045,0.019938838,0.00063449645,0.00007801047,0.0005968222,0.011124604,0.050622754,0.00020580244,0.89302915,0.023243194,0.00011956488],"about_ca_topic_score_codex":0.0063049826,"about_ca_topic_score_gemma":0.0036777868,"teacher_disagreement_score":0.009256221,"about_ca_system_score_codex":0.006939607,"about_ca_system_score_gemma":0.0062199924,"threshold_uncertainty_score":0.050350606},"labels":[],"label_agreement":null},{"id":"W2012246208","doi":"10.1109/srds.2013.30","title":"A Unified Framework for Measuring a Network's Mean Time-to-Compromise","year":2013,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":38,"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":"Compromise; Computer science; Vulnerability (computing); Bayesian network; Network security; Theoretical computer science; Computer security; Artificial intelligence","score_opus":0.01921051113297511,"score_gpt":0.22605737582676497,"score_spread":0.20684686469378985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012246208","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":[0.011142388,0.00022251764,0.9860386,0.00013465392,0.000026370635,0.00004778809,0.00015624896,0.0002711263,0.0019602685],"genre_scores_gemma":[0.59682673,0.0008818418,0.3994299,0.00012684948,0.00010842553,0.00043862534,0.000523505,0.00020566564,0.001458422],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946138,0.0016356892,0.00039086433,0.0011648673,0.0017789619,0.00041566498],"domain_scores_gemma":[0.9865898,0.0058765505,0.0035069038,0.0018878075,0.0016711375,0.00046785324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077716657,0.0018031423,0.0013969636,0.006130272,0.0009539925,0.0032086296,0.0023563302,0.0023602939,0.0015792684],"category_scores_gemma":[0.024214245,0.0007767255,0.0014363888,0.0032050493,0.002099902,0.008197123,0.0028975867,0.0026945318,0.00037758355],"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":[0.000056252633,0.00010049167,0.005583915,0.00013157846,0.00018214836,0.0001122222,0.00029583817,0.7405498,0.0070463917,0.20564412,0.0014067758,0.038890444],"study_design_scores_gemma":[0.0000091383645,0.00014063017,0.003991559,0.000057177393,0.00006922835,0.0002686846,0.00013624104,0.86213624,0.0032536676,0.12597631,0.0038366246,0.00012448571],"about_ca_topic_score_codex":0.0030169268,"about_ca_topic_score_gemma":0.002673798,"teacher_disagreement_score":0.0077716657,"about_ca_system_score_codex":0.0029573403,"about_ca_system_score_gemma":0.001970886,"threshold_uncertainty_score":0.04110104},"labels":[],"label_agreement":null},{"id":"W2013762348","doi":"10.1109/mic.2008.61","title":"Searching for the Right Fit: Balancing IT Security Management Model Trade-Offs","year":2008,"lang":"en","type":"article","venue":"IEEE Internet Computing","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"USable; Computer science; Computer security; Institution; Computer security model; Software security assurance; Information security; Knowledge management; Security service; World Wide Web","score_opus":0.02861070735109305,"score_gpt":0.27030855854459834,"score_spread":0.2416978511935053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013762348","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":[0.70239127,0.002818454,0.10590852,0.046620835,0.00027766704,0.00039036805,0.000077421464,0.000596883,0.14091866],"genre_scores_gemma":[0.97189796,0.00031113307,0.02534018,0.00088341744,0.000035210178,0.00009763327,0.000041736428,0.000100582154,0.0012921314],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96634954,0.020523466,0.0012442162,0.0017635936,0.0068967,0.003222429],"domain_scores_gemma":[0.9421699,0.035860952,0.005018919,0.004711705,0.0068799458,0.0053584804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02942507,0.0008708992,0.00074809324,0.0047051692,0.004040729,0.022208052,0.0021537482,0.0043291766,0.0052971067],"category_scores_gemma":[0.081916794,0.000839314,0.0007417833,0.0028504978,0.004659993,0.022555787,0.009046167,0.0042860666,0.0014394952],"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":[0.0011440315,0.0020691587,0.065067664,0.0008318356,0.00026312628,0.0012213953,0.03256129,0.0130312145,0.006365154,0.34260246,0.016091866,0.51875085],"study_design_scores_gemma":[0.00033839117,0.0016388228,0.034995645,0.002257873,0.0003084412,0.001355798,0.14969859,0.09313272,0.0059496025,0.6713096,0.038665455,0.00034910225],"about_ca_topic_score_codex":0.0015926014,"about_ca_topic_score_gemma":0.0029984757,"teacher_disagreement_score":0.02942507,"about_ca_system_score_codex":0.005713617,"about_ca_system_score_gemma":0.0046173153,"threshold_uncertainty_score":0.15561652},"labels":[],"label_agreement":null},{"id":"W2013779715","doi":"10.1177/0894439310392197","title":"Cyber-Security and Risk Management in an Interoperable World","year":2011,"lang":"en","type":"article","venue":"Social Science Computer Review","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"","keywords":"Interoperability; Cyberspace; Resilience (materials science); The Internet; Interdependence; Government (linguistics); Public relations; Private sector; Business; Order (exchange); Politics; Collective action; Knowledge management; Computer security; Sociology; Political science; Economics; Computer science; Economic growth; Social science; Law","score_opus":0.03092228301985396,"score_gpt":0.2861682747290443,"score_spread":0.2552459917091904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013779715","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":[0.14303881,0.2228436,0.10587552,0.15488751,0.0015501768,0.00017030029,0.000103804276,0.00009278327,0.3714375],"genre_scores_gemma":[0.9355572,0.043496784,0.009631487,0.0022777787,0.0008559439,0.00007083498,0.000023099885,0.000017584833,0.0080692675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99331206,0.004096474,0.00029675465,0.00034856042,0.0016024912,0.00034368478],"domain_scores_gemma":[0.9926126,0.004326235,0.0012465231,0.00035874025,0.0010191926,0.00043673636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006189243,0.00054116553,0.0005381618,0.0025357432,0.0022121998,0.01138348,0.00063183333,0.0033191214,0.002434551],"category_scores_gemma":[0.007698455,0.00026575808,0.00043452258,0.0018694246,0.011522691,0.008890948,0.0029959893,0.0026279446,0.0002522423],"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":[0.000014025961,0.000052450614,0.002718196,0.000243328,0.000055381195,0.00029040925,0.0026648003,0.004182659,0.00023930504,0.9465653,0.004342934,0.038631134],"study_design_scores_gemma":[0.000008115904,0.00004956379,0.0026353917,0.00052662403,0.000027298993,0.00034656865,0.006012805,0.0029172795,0.00018292676,0.92274904,0.064503096,0.00004120991],"about_ca_topic_score_codex":0.0024770752,"about_ca_topic_score_gemma":0.0029252588,"teacher_disagreement_score":0.01138348,"about_ca_system_score_codex":0.0040003294,"about_ca_system_score_gemma":0.004263001,"threshold_uncertainty_score":0.03273225},"labels":[],"label_agreement":null},{"id":"W20151848","doi":"10.3109/09687681003588020","title":"Effectiveness Evaluation Model for Public Alert Systems","year":2014,"lang":"en","type":"article","venue":"Molecular Membrane Biology","topic":"Information and Cyber Security","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":"Risk analysis (engineering); Perspective (graphical); Population; Computer science; Action (physics); Computer security; Channel (broadcasting); Operations research; Management science; Business; Engineering; Telecommunications; Artificial intelligence; Medicine","score_opus":0.0272689683327587,"score_gpt":0.27723866132688446,"score_spread":0.24996969299412575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W20151848","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":[0.032116033,0.0006115155,0.89528805,0.002564798,0.00028339453,0.00048110448,0.0015901937,0.0026063297,0.06445853],"genre_scores_gemma":[0.79824233,0.0007934043,0.13354146,0.0005353742,0.0003008951,0.0008455875,0.0019824924,0.0004348069,0.06332372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971993,0.00084194104,0.00016532304,0.0005848235,0.0007936104,0.00041502283],"domain_scores_gemma":[0.9949091,0.0022626545,0.00042959186,0.0007605593,0.0012700654,0.00036798662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002741844,0.0010630874,0.0007417667,0.0012672903,0.0007503,0.0029017339,0.0019944012,0.0015728537,0.03234659],"category_scores_gemma":[0.009123748,0.00028035181,0.0008907048,0.00089117215,0.0011128273,0.004707986,0.002285025,0.0018788635,0.004196457],"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":[0.0005034691,0.0002638637,0.0018019606,0.00026867527,0.000073143296,0.00040061463,0.00025062045,0.20949197,0.0033608489,0.6604406,0.016337208,0.106807075],"study_design_scores_gemma":[0.00006612107,0.00014244678,0.0002949807,0.00003257582,0.00003246275,0.000119132405,0.000111818736,0.76571566,0.0016883507,0.21231346,0.019462846,0.00002020951],"about_ca_topic_score_codex":0.0040625986,"about_ca_topic_score_gemma":0.0028936246,"teacher_disagreement_score":0.03234659,"about_ca_system_score_codex":0.0029803128,"about_ca_system_score_gemma":0.0021019883,"threshold_uncertainty_score":0.10821009},"labels":[],"label_agreement":null},{"id":"W2018051412","doi":"10.5430/afr.v2n3p123","title":"Information Security Risks and Countermeasures in CPA Practices","year":2013,"lang":"en","type":"article","venue":"Accounting and Finance Research","topic":"Information and Cyber Security","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":"Countermeasure; Business; Expectancy theory; Information security; Best practice; Accounting; Actuarial science; Computer security; Economics; Management; Computer science; Engineering","score_opus":0.06197317801626529,"score_gpt":0.35692105128547824,"score_spread":0.29494787326921296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018051412","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":[0.99148154,0.00026921125,0.0023343419,0.0010159344,0.000006024921,0.000040732317,0.000023914943,0.000014105431,0.004814319],"genre_scores_gemma":[0.99920183,0.00008016791,0.0005175005,0.000033299842,0.0000028462189,0.000012628219,0.000009232255,0.0000016929354,0.00014075998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892713,0.004701904,0.0008569543,0.00071541424,0.0034265458,0.001027756],"domain_scores_gemma":[0.87978,0.059097596,0.03778407,0.0061649624,0.01030855,0.0068648397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010707872,0.00023902164,0.0001959996,0.0027428835,0.0016173042,0.0030856659,0.0005969176,0.0010412933,0.0013771607],"category_scores_gemma":[0.07206179,0.0003183836,0.00025376002,0.0025024049,0.002658421,0.0037696322,0.0038393622,0.0017892187,0.00016924833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013128153,0.00036134163,0.8283473,0.00013438056,0.0000544727,0.00031985692,0.06604157,0.0009130465,0.0014473011,0.008615292,0.000573225,0.09306085],"study_design_scores_gemma":[0.000012448469,0.00045914564,0.876331,0.00030289387,0.00002811053,0.0008072641,0.09757427,0.0037823964,0.0009519482,0.010032232,0.009650282,0.00006797874],"about_ca_topic_score_codex":0.0031212824,"about_ca_topic_score_gemma":0.002337381,"teacher_disagreement_score":0.010707872,"about_ca_system_score_codex":0.0024416903,"about_ca_system_score_gemma":0.0036621075,"threshold_uncertainty_score":0.0566293},"labels":[],"label_agreement":null},{"id":"W2019116507","doi":"10.1016/s1353-4858(05)00187-x","title":"Bullish British SMEs poised to splash on IT security","year":2005,"lang":"en","type":"article","venue":"Network Security","topic":"Information and Cyber Security","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":"Splash; Business; Quarter (Canadian coin); Finance; Geography; Meteorology","score_opus":0.0068881091115801105,"score_gpt":0.22286841804750157,"score_spread":0.21598030893592146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019116507","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7934022,0.00294498,0.00083783374,0.09149936,0.00081525947,0.000035326466,0.00031133796,0.00016883574,0.109984845],"genre_scores_gemma":[0.89570665,0.0013397603,0.00019336616,0.01905484,0.00009790446,0.000012879852,0.00014051933,0.00004322399,0.08341088],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933535,0.000104292274,0.000018419461,0.000049460345,0.00021262762,0.00027970975],"domain_scores_gemma":[0.99625695,0.0006715741,0.00048200393,0.00013075606,0.0008645238,0.0015941908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076845003,0.00016909912,0.00017101884,0.00049322355,0.0036143835,0.0028360186,0.00024716146,0.0020537719,0.019617157],"category_scores_gemma":[0.003655811,0.00016805367,0.00013229088,0.0009834624,0.0013172884,0.0014162726,0.0014016478,0.0019701181,0.0025628533],"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":[0.0008827906,0.00028619907,0.21948197,0.000638208,0.000078910634,0.004283147,0.049986318,0.0003138136,0.01995868,0.024239635,0.5328095,0.14704075],"study_design_scores_gemma":[0.000033483444,0.00045875402,0.31442252,0.00036588561,0.000025352168,0.0013731603,0.10543606,0.0004844415,0.0021714123,0.002247821,0.5728947,0.00008643127],"about_ca_topic_score_codex":0.0909863,"about_ca_topic_score_gemma":0.19353208,"teacher_disagreement_score":0.0909863,"about_ca_system_score_codex":0.0025287601,"about_ca_system_score_gemma":0.0017786302,"threshold_uncertainty_score":0.18091345},"labels":[],"label_agreement":null},{"id":"W2019432005","doi":"10.1145/2751957.2751965","title":"Lessons from the Strategic Corporal","year":2015,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Royal Military College of Canada; Polytechnique Montréal","funders":"","keywords":"Espionage; Incident response; Position (finance); Decentralization; Industrial espionage; Computer security; Incident management; Business; Strategic goal; Public relations; Computer science; Political science; Management; Economics; Military science; Finance","score_opus":0.11519728942314522,"score_gpt":0.2884092403983976,"score_spread":0.17321195097525238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019432005","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":[0.026584638,0.007524628,0.025381783,0.27877393,0.0017683466,0.00006853323,0.00009548038,0.00009848589,0.6597041],"genre_scores_gemma":[0.9264118,0.0053116307,0.0074427873,0.022995163,0.0013687345,0.00019312349,0.0000870587,0.00015301033,0.036036704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.993083,0.0039582937,0.00019240142,0.00068172684,0.0012799341,0.00080466835],"domain_scores_gemma":[0.9894665,0.0059782476,0.00076894794,0.0010953433,0.0014352611,0.0012557058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009273896,0.0007317774,0.00051211484,0.0016181036,0.0077948095,0.012130873,0.0020003163,0.005323818,0.009144689],"category_scores_gemma":[0.013738897,0.00041998367,0.0005500338,0.0012594945,0.048771515,0.019454928,0.00893469,0.009329428,0.0020369338],"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":[0.0000064636943,0.0000103469365,0.00019777498,0.000029780895,0.0000021166738,0.00010164004,0.0025030433,0.00025871687,0.000018526222,0.9877521,0.005668167,0.003451376],"study_design_scores_gemma":[0.00001682968,0.000021313517,0.0003792784,0.00025334806,0.0000032353837,0.00021674864,0.011150888,0.00082898216,0.000115657276,0.84166557,0.14533171,0.000016511816],"about_ca_topic_score_codex":0.00576227,"about_ca_topic_score_gemma":0.007960372,"teacher_disagreement_score":0.012130873,"about_ca_system_score_codex":0.008581233,"about_ca_system_score_gemma":0.010630517,"threshold_uncertainty_score":0.06226152},"labels":[],"label_agreement":null},{"id":"W2020974462","doi":"10.1109/icimp.2010.15","title":"FEMRA: Fuzzy Expert Model for Risk Assessment","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Risk assessment; Risk analysis (engineering); NIST; Risk management; Computer science; Fuzzy logic; Context (archaeology); Process (computing); IT risk management; Knowledge management; Management science; Computer security; Engineering; Artificial intelligence; Business","score_opus":0.017819488817363262,"score_gpt":0.2936014527817035,"score_spread":0.27578196396434024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020974462","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":[0.006151223,0.0004033884,0.98308843,0.0005089862,0.00006734839,0.00008282326,0.0002594805,0.0003468026,0.0090915635],"genre_scores_gemma":[0.4614872,0.001019832,0.51571184,0.00037847672,0.0002269635,0.0004925233,0.00073437253,0.000102957936,0.019845774],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981079,0.00085288164,0.00009942657,0.0002860877,0.0005264192,0.00012721948],"domain_scores_gemma":[0.9975309,0.0014770799,0.00017043107,0.000115578165,0.0006257267,0.000080408485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026475263,0.0009194714,0.0009960885,0.0015257391,0.00073298864,0.0020552042,0.0022421565,0.0025485319,0.007607057],"category_scores_gemma":[0.006335357,0.00044698254,0.0013774879,0.0011497232,0.0007377509,0.002176754,0.0008630793,0.0016951164,0.0015464121],"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":[0.00009277004,0.00006103534,0.0008263908,0.00012471032,0.000091592665,0.00025299555,0.00022179923,0.8446939,0.0010539602,0.09287322,0.00421869,0.05548896],"study_design_scores_gemma":[0.000009709998,0.000019837717,0.00009011521,0.000016774331,0.000011116464,0.00006241497,0.000017348848,0.9718973,0.0001368933,0.025362782,0.0023629142,0.000012745743],"about_ca_topic_score_codex":0.01272605,"about_ca_topic_score_gemma":0.008242328,"teacher_disagreement_score":0.01272605,"about_ca_system_score_codex":0.0016860667,"about_ca_system_score_gemma":0.0016622806,"threshold_uncertainty_score":0.025448084},"labels":[],"label_agreement":null},{"id":"W2024419606","doi":"10.1057/ejis.2011.23","title":"A review and analysis of deterrence theory in the IS security literature: making sense of the disparate findings","year":2011,"lang":"en","type":"review","venue":"European Journal of Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":363,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Deterrence theory; Sanctions; Context (archaeology); Computer security; Law and economics; Set (abstract data type); Positive economics; Economics; Political science; Computer science; Law","score_opus":0.02921187549051333,"score_gpt":0.2780160724459262,"score_spread":0.24880419695541287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024419606","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":[0.0005080403,0.9947817,0.0007814405,0.0012697061,0.0002183188,0.000008505016,0.000019653919,0.000005999591,0.0024065427],"genre_scores_gemma":[0.0038333894,0.9944489,0.0008227348,0.00036768333,0.0001945798,0.00001133833,0.000027005957,0.000002760127,0.00029155394],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998395,0.00041461913,0.00022137476,0.0002172015,0.0006742993,0.0000773598],"domain_scores_gemma":[0.9900563,0.0068108113,0.00076029124,0.00017551682,0.002031524,0.00016551299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029909015,0.00095308985,0.0020471672,0.00941363,0.0007839511,0.0025920875,0.0018522606,0.0022089952,0.0023450146],"category_scores_gemma":[0.008237968,0.000575226,0.00081494614,0.014737065,0.0015584276,0.0043152533,0.0010396492,0.0020033466,0.0009345819],"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":[0.00005713398,0.000081473554,0.0013001079,0.0495208,0.00019778495,0.00039664083,0.00087831396,0.0012418738,0.0006625898,0.0308463,0.027542286,0.88727474],"study_design_scores_gemma":[0.00001825631,0.00019112072,0.0073873294,0.0756394,0.00052711676,0.0020024094,0.0017142541,0.0009110715,0.00078019314,0.024192054,0.8865431,0.0000936217],"about_ca_topic_score_codex":0.0032933785,"about_ca_topic_score_gemma":0.0051980256,"teacher_disagreement_score":0.00941363,"about_ca_system_score_codex":0.0025477186,"about_ca_system_score_gemma":0.004989009,"threshold_uncertainty_score":0.018485129},"labels":[],"label_agreement":null},{"id":"W2026305298","doi":"10.4018/ijcwt.2013070101","title":"The Cyberspace Threats and Cyber Security Objectives in the Cyber Security Strategies","year":2013,"lang":"en","type":"article","venue":"International Journal of Cyber Warfare and Terrorism","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Cyberspace; National Strategy to Secure Cyberspace; National security; Cyberwarfare; Cybercrime; Computer security; Cyber-attack; Context (archaeology); Government (linguistics); Critical infrastructure; Business; Political science; The Internet; Computer science; Law","score_opus":0.00965164247039037,"score_gpt":0.2651512409915576,"score_spread":0.25549959852116727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026305298","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":[0.036294114,0.043495946,0.04037291,0.061986133,0.0022486693,0.00018171582,0.00020484082,0.000051298386,0.8151644],"genre_scores_gemma":[0.8119567,0.05105023,0.032511268,0.009611503,0.0017143486,0.0004790624,0.00023723746,0.00010782188,0.09233177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969625,0.0014077985,0.00015947159,0.0001680489,0.00090047723,0.00040164439],"domain_scores_gemma":[0.9974548,0.0012721804,0.00038781736,0.00012412458,0.00048223016,0.00027866787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020258075,0.0010610047,0.00041114926,0.0037994448,0.0026440208,0.013279641,0.00056719134,0.0030427652,0.004530625],"category_scores_gemma":[0.0027483932,0.00033716665,0.00052287977,0.004135382,0.015699876,0.011437717,0.003303424,0.005558461,0.00089403667],"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":[0.000004146628,0.000020047395,0.00068252796,0.00007335229,0.0000042949514,0.000083092316,0.0023355403,0.00040011463,0.000078229794,0.9825063,0.0021761707,0.0116363345],"study_design_scores_gemma":[0.0000055056025,0.00005013255,0.00415144,0.0011297405,0.000010502242,0.00039203544,0.014378811,0.0010508279,0.00024601867,0.6784268,0.30011556,0.000042593467],"about_ca_topic_score_codex":0.005463245,"about_ca_topic_score_gemma":0.0057680756,"teacher_disagreement_score":0.013279641,"about_ca_system_score_codex":0.0052725137,"about_ca_system_score_gemma":0.004406512,"threshold_uncertainty_score":0.038254917},"labels":[],"label_agreement":null},{"id":"W2028257562","doi":"10.1109/cogsima.2012.6188401","title":"Supporting threat analysis through description logic reasoning","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Intelligence analysis; Description logic; Programming language; Computer security","score_opus":0.034617067188253754,"score_gpt":0.2983424031996209,"score_spread":0.26372533601136716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028257562","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":[0.0034589383,0.000097383214,0.9837961,0.0010874196,0.00008700917,0.00032488015,0.00020333873,0.003002011,0.007942943],"genre_scores_gemma":[0.106211424,0.0005507146,0.8871173,0.0006422635,0.00010244237,0.000304103,0.0010719192,0.0004964346,0.0035033876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9904137,0.0031347217,0.0007675986,0.0009185034,0.004007503,0.0007579673],"domain_scores_gemma":[0.9847927,0.009737828,0.0005448807,0.0025191111,0.0020321275,0.0003733894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009505145,0.0014452732,0.001033524,0.0028796897,0.0023090579,0.008858798,0.005505675,0.002476068,0.0077106385],"category_scores_gemma":[0.018133141,0.0012834711,0.003157288,0.0015856775,0.0042125424,0.012387079,0.0060814666,0.0043873535,0.0027403021],"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":[0.00021112444,0.0005678515,0.001094454,0.00094061677,0.00014028046,0.0017557523,0.0017087297,0.04277251,0.010823966,0.76530313,0.012973798,0.16170779],"study_design_scores_gemma":[0.00026348623,0.000099868084,0.00018609036,0.000326848,0.00015114242,0.0007345613,0.00047895208,0.45502406,0.025511794,0.39805135,0.1190417,0.00013015592],"about_ca_topic_score_codex":0.0070490213,"about_ca_topic_score_gemma":0.004844435,"teacher_disagreement_score":0.009505145,"about_ca_system_score_codex":0.0025576064,"about_ca_system_score_gemma":0.004621584,"threshold_uncertainty_score":0.05026859},"labels":[],"label_agreement":null},{"id":"W2030015318","doi":"10.1007/s00766-009-0090-z","title":"A vulnerability-centric requirements engineering framework: analyzing security attacks, countermeasures, and requirements based on vulnerabilities","year":2009,"lang":"en","type":"article","venue":"Requirements Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":101,"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 Toronto","funders":"","keywords":"Exploit; Vulnerability (computing); Computer security; Vulnerability management; Threat model; Computer science; Secure coding; Vulnerability assessment; Risk analysis (engineering); Security engineering; Security testing; Compromise; Software security assurance; Security information and event management; Security service; Information security; Cloud computing security; Business","score_opus":0.019267439777626547,"score_gpt":0.26682368702264375,"score_spread":0.2475562472450172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030015318","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":[0.004240178,0.00016475566,0.99159473,0.0007546723,0.00002025365,0.00040743363,0.00013765547,0.0005576653,0.0021225004],"genre_scores_gemma":[0.07980441,0.00037283814,0.9173315,0.00028897403,0.000054329455,0.00052280974,0.0005142458,0.00013219753,0.0009786212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98434955,0.005814384,0.001530536,0.0013651715,0.006110863,0.0008294513],"domain_scores_gemma":[0.9818318,0.008584383,0.0020531241,0.0028069247,0.0041768015,0.00054686336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277462,0.0023945598,0.0013387856,0.0054386663,0.0016299132,0.0059650517,0.0038076164,0.0022518977,0.0013420946],"category_scores_gemma":[0.02323923,0.0017105484,0.0040467107,0.0024884073,0.0037512735,0.0067201876,0.0029385304,0.003559697,0.0006200242],"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":[0.00011094231,0.00038308327,0.0030927644,0.0011816188,0.0004089715,0.0017549623,0.0031724197,0.23260774,0.018992111,0.6018293,0.0053139664,0.13115199],"study_design_scores_gemma":[0.00008787018,0.00028516885,0.0012605545,0.0009490836,0.00038156987,0.0013407392,0.0012712437,0.6365391,0.014034047,0.30835077,0.035319902,0.00017999762],"about_ca_topic_score_codex":0.007252553,"about_ca_topic_score_gemma":0.006625908,"teacher_disagreement_score":0.01277462,"about_ca_system_score_codex":0.0033936906,"about_ca_system_score_gemma":0.009152076,"threshold_uncertainty_score":0.06755942},"labels":[],"label_agreement":null},{"id":"W2030158020","doi":"10.1109/ccece.2009.5412193","title":"Methods and safety standards of systems","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 de Moncton","funders":"","keywords":"Certification; Risk analysis (engineering); Audit; Vulnerability (computing); Computer security; Computer science; Information security; Information security management; Information system; Risk management; Business; Accounting; Engineering; Security information and event management","score_opus":0.012059954660030245,"score_gpt":0.32002384059808664,"score_spread":0.3079638859380564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030158020","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":[0.009694842,0.0119939465,0.83279556,0.0067813965,0.0015516562,0.00286775,0.0009258472,0.00077436556,0.13261469],"genre_scores_gemma":[0.15647957,0.012065795,0.7897955,0.002141158,0.0012346656,0.0065409085,0.0018239581,0.00041722972,0.02950113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9030493,0.030915648,0.011904719,0.005969277,0.046599604,0.00156154],"domain_scores_gemma":[0.924098,0.034780834,0.004220367,0.016812317,0.01956206,0.00052632147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036243457,0.0014474742,0.0009851927,0.005649195,0.0026366175,0.008825826,0.003414185,0.004073535,0.0060957246],"category_scores_gemma":[0.06312893,0.00074643537,0.0014706168,0.0032777055,0.011001985,0.0070557194,0.004027515,0.0041846316,0.0031554787],"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":[0.00006446247,0.00011797348,0.0016623505,0.0014764031,0.00006380546,0.0001303501,0.002422444,0.0047256905,0.002285938,0.8680093,0.0067645703,0.112276636],"study_design_scores_gemma":[0.000085383115,0.0004553664,0.0020495544,0.0021125402,0.00008556897,0.0007046042,0.0014816675,0.0067509864,0.011353059,0.5190358,0.45576113,0.0001242746],"about_ca_topic_score_codex":0.0024756417,"about_ca_topic_score_gemma":0.0011267569,"teacher_disagreement_score":0.036243457,"about_ca_system_score_codex":0.003838505,"about_ca_system_score_gemma":0.0093253385,"threshold_uncertainty_score":0.19167602},"labels":[],"label_agreement":null},{"id":"W2032893668","doi":"10.1007/s10639-010-9123-y","title":"Designing and implementing an undergraduate program in information systems security","year":2010,"lang":"en","type":"article","venue":"Education and Information Technologies","topic":"Information and Cyber Security","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 Windsor; Sheridan College","funders":"","keywords":"Curriculum; Experiential learning; Process (computing); Curriculum development; Computer science; Educational program; Information security; Class (philosophy); Program evaluation; Engineering management; Program Design Language; Set (abstract data type); Baseline (sea); Information system; Medical education; Mathematics education; Engineering; Software engineering; Pedagogy; Psychology; Medicine; Political science; Artificial intelligence; Computer security","score_opus":0.007412722580564064,"score_gpt":0.26076613695557815,"score_spread":0.2533534143750141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032893668","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":[0.78888124,0.00006440858,0.15861894,0.0031803856,0.00034645948,0.0034276403,0.00014412186,0.001713406,0.04362342],"genre_scores_gemma":[0.68094546,0.000084066516,0.2831775,0.0010387104,0.000038487025,0.00085751695,0.00023974717,0.0001316577,0.03348691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841666,0.0006489312,0.00005603376,0.00017818535,0.00025325193,0.00044691973],"domain_scores_gemma":[0.99453896,0.0006384189,0.00020154445,0.0004757293,0.0013967188,0.0027485706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028127239,0.0003686592,0.0001992798,0.00032453673,0.0016380956,0.001858112,0.00096345926,0.0007875853,0.00663966],"category_scores_gemma":[0.0058237105,0.00031607389,0.00023885738,0.00015812155,0.0005613864,0.00091656303,0.0013187822,0.0015696005,0.0011687969],"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":[0.0005870168,0.033971034,0.063058496,0.0003004632,0.000039747076,0.0006572973,0.01198637,0.011504841,0.09373701,0.02385357,0.020098848,0.7402054],"study_design_scores_gemma":[0.0007511939,0.028497495,0.108272724,0.0004590071,0.00021317079,0.0012507249,0.036954552,0.14430258,0.26639202,0.021076757,0.39162412,0.00020572705],"about_ca_topic_score_codex":0.0032681404,"about_ca_topic_score_gemma":0.007078074,"teacher_disagreement_score":0.00663966,"about_ca_system_score_codex":0.0017938354,"about_ca_system_score_gemma":0.010489205,"threshold_uncertainty_score":0.02221185},"labels":[],"label_agreement":null},{"id":"W2033082111","doi":"10.1145/1314257.1314273","title":"Toward measuring network security using attack graphs","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":128,"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 security; Network security; Computer network","score_opus":0.06139183153870849,"score_gpt":0.2747865932886374,"score_spread":0.21339476174992894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033082111","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":[0.027171772,0.00031633273,0.96829635,0.00035907514,0.000028225124,0.00017208212,0.00019983342,0.00050766015,0.0029487307],"genre_scores_gemma":[0.4334014,0.0007317715,0.56383795,0.00015054127,0.000055671648,0.00043058404,0.00041694567,0.00018690851,0.0007882617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9872426,0.0063980627,0.00081094075,0.0011112051,0.003927417,0.0005097326],"domain_scores_gemma":[0.97079885,0.015029859,0.0046067373,0.0050113555,0.0037991507,0.0007540134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010207811,0.0027423212,0.0013677685,0.013586092,0.0014374383,0.005134043,0.0019165857,0.0019984827,0.0012559831],"category_scores_gemma":[0.034156054,0.0009316417,0.0012233544,0.007400194,0.004978354,0.011146152,0.0036386827,0.0026447866,0.00034223878],"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":[0.00010798603,0.00018922085,0.01377902,0.0003144061,0.0002458259,0.00014482798,0.00073060143,0.3863765,0.01392052,0.48499924,0.0014582002,0.09773358],"study_design_scores_gemma":[0.000015230894,0.00015584125,0.004213032,0.000109669345,0.0000701693,0.00019704181,0.00047612187,0.47599277,0.011128293,0.5021499,0.0053801294,0.00011186854],"about_ca_topic_score_codex":0.0025167346,"about_ca_topic_score_gemma":0.0019641072,"teacher_disagreement_score":0.013586092,"about_ca_system_score_codex":0.0024258085,"about_ca_system_score_gemma":0.0016921713,"threshold_uncertainty_score":0.05398476},"labels":[],"label_agreement":null},{"id":"W2035582570","doi":"10.1016/j.accinf.2004.01.014","title":"Discussion of IT assurance competencies","year":2004,"lang":"en","type":"article","venue":"International Journal of Accounting Information Systems","topic":"Information and Cyber Security","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":"Chartered Professional Accountants of Canada","funders":"","keywords":"Business; Information assurance; Knowledge management; Process management; Computer science; Computer security; Information security","score_opus":0.009414596827473119,"score_gpt":0.24326965169620263,"score_spread":0.2338550548687295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035582570","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":[0.042591583,0.0038603835,0.009327489,0.209258,0.001090628,0.000036702433,0.000042770625,0.000019012556,0.7337734],"genre_scores_gemma":[0.9259961,0.0018863034,0.0016613358,0.0113089625,0.0004019229,0.00004256314,0.000029877307,0.00002504125,0.058647946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965431,0.0019305127,0.00008833782,0.0002041675,0.00058882334,0.00064497784],"domain_scores_gemma":[0.99427843,0.0038009023,0.00024736836,0.00018927811,0.0008223537,0.0006616209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004649477,0.00035219325,0.00017712169,0.0018889541,0.0076153055,0.0076964516,0.0008249175,0.0050150957,0.013493649],"category_scores_gemma":[0.008777632,0.00015331076,0.000408126,0.001360111,0.010228008,0.009381159,0.0049089706,0.006348522,0.00074387866],"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":[0.0000051682973,0.0000102202475,0.00021936814,0.00002203411,8.3829883e-7,0.0001022,0.0065411963,0.00008962331,0.00009468302,0.9819167,0.0046201185,0.006377892],"study_design_scores_gemma":[0.000014066921,0.000035012985,0.002456199,0.0006204436,0.0000068318536,0.0004723263,0.050156627,0.0007608717,0.001055967,0.38802275,0.55638045,0.00001847805],"about_ca_topic_score_codex":0.0065458883,"about_ca_topic_score_gemma":0.0077752746,"teacher_disagreement_score":0.013493649,"about_ca_system_score_codex":0.00716655,"about_ca_system_score_gemma":0.0068206824,"threshold_uncertainty_score":0.051997185},"labels":[],"label_agreement":null},{"id":"W2037140841","doi":"10.4028/www.scientific.net/amr.926-930.4557","title":"Research on Application of Computer Technology in Accounting Practice Teaching System","year":2014,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Information and Cyber Security","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":"Bombardier (Canada)","funders":"","keywords":"Accounting information system; Computer science; Accounting; Throughput accounting; Diversification (marketing strategy); Database; Accounting management; Business","score_opus":0.03202409198973492,"score_gpt":0.4024778384434749,"score_spread":0.37045374645373996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037140841","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":[0.2918903,0.037234485,0.034201473,0.02251288,0.001480594,0.00036091672,0.00023071984,0.00035104834,0.6117376],"genre_scores_gemma":[0.9329196,0.022212686,0.0073937513,0.0006470355,0.0003561763,0.00008784309,0.0001192973,0.000021750819,0.03624182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988226,0.00038153943,0.000073538846,0.00012432228,0.00043116178,0.00016670863],"domain_scores_gemma":[0.9981065,0.0006429731,0.00014504422,0.000111370064,0.0006885632,0.00030561222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012377005,0.00018896583,0.00017772701,0.0018615872,0.0010531644,0.003416287,0.00048963213,0.00063869054,0.011259542],"category_scores_gemma":[0.003565967,0.00010145719,0.00025238327,0.0025325697,0.00081375235,0.0023459988,0.00084845664,0.00053318514,0.0014434804],"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":[0.00007000495,0.0003559925,0.034013495,0.0010887907,0.000026429609,0.00043440194,0.006899414,0.001838252,0.0028088973,0.21525657,0.02593045,0.7112773],"study_design_scores_gemma":[0.00005887589,0.00048118038,0.13212447,0.001993823,0.00012641124,0.0015377029,0.017172271,0.018037187,0.007377754,0.07562418,0.7453863,0.000079856385],"about_ca_topic_score_codex":0.0056174574,"about_ca_topic_score_gemma":0.004032568,"teacher_disagreement_score":0.011259542,"about_ca_system_score_codex":0.0031567044,"about_ca_system_score_gemma":0.0052751973,"threshold_uncertainty_score":0.037666976},"labels":[],"label_agreement":null},{"id":"W203907442","doi":"","title":"Formal Technique for Discovering Complex Attacks in Computer Systems","year":2007,"lang":"en","type":"article","venue":"New Trends in Software Methodologies, Tools and Techniques","topic":"Information and Cyber Security","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 en Outaouais","funders":"","keywords":"Computer science; Middleware (distributed applications); Computer security; Complex system; Formal description; Software engineering; Distributed computing; Programming language","score_opus":0.15351140770131352,"score_gpt":0.38299358663425814,"score_spread":0.22948217893294462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203907442","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":[0.0009850983,0.0001833161,0.99701285,0.00029155254,0.0000326869,0.00004235744,0.000048903195,0.00028347314,0.0011197656],"genre_scores_gemma":[0.06877239,0.0012318213,0.92614293,0.00032832765,0.0002297894,0.00039187705,0.0002824087,0.00015362145,0.002466908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996494,0.0010626379,0.000319294,0.00040371512,0.0015468766,0.00017342818],"domain_scores_gemma":[0.9914526,0.005778181,0.0005787907,0.0014979974,0.00057552155,0.000116960306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004649323,0.001584894,0.0007142023,0.003126447,0.0011794751,0.0028338204,0.002467963,0.0015494794,0.0034581677],"category_scores_gemma":[0.010867771,0.001029982,0.0027685699,0.0015551362,0.0063135508,0.008566422,0.002875838,0.0047075255,0.0011433233],"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":[0.000025134419,0.0000435098,0.00038077225,0.00033781267,0.000045325003,0.00025915154,0.0005048614,0.022905774,0.0037770513,0.9369366,0.0020019233,0.032782],"study_design_scores_gemma":[0.000036309815,0.00005200367,0.0001417463,0.00015591424,0.000059347924,0.00043624933,0.0000987148,0.12290643,0.0046051876,0.8402158,0.031241173,0.00005123894],"about_ca_topic_score_codex":0.0015708893,"about_ca_topic_score_gemma":0.0017041279,"teacher_disagreement_score":0.004649323,"about_ca_system_score_codex":0.0016547109,"about_ca_system_score_gemma":0.00196418,"threshold_uncertainty_score":0.024588287},"labels":[],"label_agreement":null},{"id":"W2041267417","doi":"10.1504/ijcis.2011.042974","title":"Quantitative estimates of critical infrastructures' interdependencies on the communication and information technology infrastructure","year":2011,"lang":"en","type":"article","venue":"International Journal of Critical Infrastructures","topic":"Information and Cyber Security","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","funders":"","keywords":"Interdependence; Critical infrastructure; Computer science; Ranking (information retrieval); Critical infrastructure protection; Information system; Computer security; Risk analysis (engineering); Operations research; Systems engineering; Engineering; Business","score_opus":0.016107607087553114,"score_gpt":0.29929383032366985,"score_spread":0.28318622323611675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041267417","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":[0.49465904,0.0013385356,0.48088273,0.00046580474,0.000034414046,0.00019535456,0.0031911584,0.00042532728,0.018807564],"genre_scores_gemma":[0.9703167,0.00027770607,0.02758943,0.000020595571,0.00001831822,0.00013991838,0.0011277234,0.000034672878,0.00047510382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967855,0.0010353986,0.00021230124,0.0003533535,0.001440477,0.0001729061],"domain_scores_gemma":[0.9658185,0.024814075,0.0040483573,0.002441736,0.002506496,0.00037081446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004674804,0.0010649262,0.0006968208,0.008712373,0.00040287196,0.0015686369,0.00078501523,0.0007322758,0.002827505],"category_scores_gemma":[0.029954877,0.00030575675,0.00069791666,0.004296578,0.0013413957,0.0035069112,0.0013118833,0.0011465827,0.00034449517],"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":[0.00020718761,0.0001892642,0.11200476,0.00079057674,0.0005641409,0.00020852605,0.0007769783,0.5903457,0.0067443443,0.19759995,0.0018613624,0.08870722],"study_design_scores_gemma":[0.000028227545,0.00029029124,0.18029004,0.00025096655,0.00013779599,0.00043001983,0.0010730627,0.64709646,0.0076498627,0.1543052,0.008331965,0.000116147006],"about_ca_topic_score_codex":0.0012125705,"about_ca_topic_score_gemma":0.0010521103,"teacher_disagreement_score":0.008712373,"about_ca_system_score_codex":0.0013096542,"about_ca_system_score_gemma":0.000609347,"threshold_uncertainty_score":0.024723053},"labels":[],"label_agreement":null},{"id":"W2043596652","doi":"10.1155/2012/151205","title":"System Health Monitoring Using a Novel Method: Security Unified Process","year":2012,"lang":"en","type":"article","venue":"Journal of Computer Networks and Communications","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Defence Research and Development Canada","keywords":"Computer science; Asset (computer security); Process (computing); Dimension (graph theory); Security management; Risk management; Risk analysis (engineering); Business process; Computer security; Work in process","score_opus":0.05377658122995602,"score_gpt":0.34556293940568683,"score_spread":0.2917863581757308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043596652","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":[0.0021247403,0.000048358816,0.99646145,0.000052597927,0.000014485813,0.00006477305,0.000023677894,0.00058239535,0.00062757713],"genre_scores_gemma":[0.171309,0.00013780224,0.82704115,0.0000609991,0.00005303258,0.00030140457,0.00013235236,0.000097270226,0.0008670469],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99206674,0.0031117692,0.00056644075,0.0013592978,0.002598176,0.00029751257],"domain_scores_gemma":[0.99329454,0.003181846,0.0009298477,0.0012106065,0.0012339469,0.00014913901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004894885,0.001181907,0.0011503713,0.0041115866,0.00072638784,0.0026700215,0.001615462,0.0014836291,0.0024030497],"category_scores_gemma":[0.013805177,0.00051813846,0.0012130095,0.0025523603,0.0012943144,0.0047834096,0.0026888421,0.0018879457,0.00043225408],"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":[0.00035432552,0.0002611727,0.008074455,0.0005448903,0.0002857283,0.00036123887,0.0019195117,0.09590559,0.014089669,0.1452116,0.0033682296,0.72962356],"study_design_scores_gemma":[0.000047145037,0.0001852633,0.0013593719,0.00005369426,0.00008801806,0.0003402672,0.0001580955,0.9495067,0.0097233355,0.030057844,0.008409374,0.00007086372],"about_ca_topic_score_codex":0.001723156,"about_ca_topic_score_gemma":0.0012608267,"teacher_disagreement_score":0.004894885,"about_ca_system_score_codex":0.0008552754,"about_ca_system_score_gemma":0.0016542193,"threshold_uncertainty_score":0.025886893},"labels":[],"label_agreement":null},{"id":"W2043713028","doi":"10.1504/ijbge.2010.029551","title":"Control mechanisms in information security: a principal agent perspective","year":2009,"lang":"en","type":"article","venue":"International Journal of Business Governance and Ethics","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Principal (computer security); Information security; Business; Security controls; Information security management; Perspective (graphical); Control (management); Order (exchange); Computer security; Moral hazard; Risk analysis (engineering); Security information and event management; Knowledge management; Security management; Cloud computing security; Computer science; Economics; Incentive; Finance; Microeconomics","score_opus":0.012752243709583246,"score_gpt":0.2714814774156014,"score_spread":0.2587292337060182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043713028","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":[0.028505275,0.012273335,0.8079274,0.035687562,0.00079741154,0.00023749904,0.0000693483,0.00023234321,0.114269815],"genre_scores_gemma":[0.9045535,0.0052686357,0.07599222,0.0019002311,0.0010075324,0.00045218045,0.00002757653,0.0000548463,0.010743353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99120784,0.0051532974,0.000360065,0.000908021,0.0017276034,0.0006431371],"domain_scores_gemma":[0.98732007,0.007864795,0.0016044325,0.0012341987,0.001326177,0.00065029954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012025414,0.0010305081,0.0009770022,0.0017312156,0.0018595805,0.0071375323,0.0023437622,0.005316215,0.0030943647],"category_scores_gemma":[0.010248669,0.0007118942,0.0011614276,0.0011472869,0.0137966825,0.009059959,0.0026031719,0.0051216125,0.00053414045],"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":[0.00000934753,0.000017093045,0.00016647947,0.000038144306,0.000014024733,0.00006050217,0.0004115081,0.0025553207,0.00012375634,0.9938414,0.00032013856,0.0024421937],"study_design_scores_gemma":[0.000044599008,0.0000560683,0.0001721712,0.00010449884,0.000022555641,0.00008329594,0.00023689373,0.0122299995,0.00027853443,0.9754876,0.011260852,0.000022997243],"about_ca_topic_score_codex":0.0019081016,"about_ca_topic_score_gemma":0.0008448026,"teacher_disagreement_score":0.012025414,"about_ca_system_score_codex":0.0030431051,"about_ca_system_score_gemma":0.0028422396,"threshold_uncertainty_score":0.06359726},"labels":[],"label_agreement":null},{"id":"W2045881142","doi":"10.1109/issrew.2014.55","title":"The Definition and Assessment of a Safety Argument","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Argument (complex analysis); Safety case; Work (physics); Risk analysis (engineering); Order (exchange); Face (sociological concept); Computer science; Epistemology; Law and economics; Engineering; Business; Sociology; Medicine; Philosophy","score_opus":0.013283263021609185,"score_gpt":0.24852435233065465,"score_spread":0.23524108930904547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045881142","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":[0.016070835,0.0071613276,0.52172965,0.14950502,0.0034460449,0.00081233453,0.00034298826,0.00017849234,0.30075333],"genre_scores_gemma":[0.6363639,0.004543015,0.30125102,0.027683547,0.0049997144,0.003523945,0.00037976846,0.0002672368,0.020987824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9382405,0.033897456,0.0057312096,0.0048620915,0.014827964,0.0024406807],"domain_scores_gemma":[0.90869707,0.06345772,0.007618293,0.0075079114,0.0105179725,0.002201085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04994011,0.0018931888,0.0025287902,0.009403049,0.0061298534,0.019142713,0.005931269,0.031396404,0.009070153],"category_scores_gemma":[0.094407305,0.0011322303,0.0024899312,0.003144665,0.054618847,0.03345325,0.011740407,0.02146305,0.0019770053],"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":[0.0000037594998,0.0000102182885,0.000059367634,0.00004003736,0.0000042798415,0.000050035393,0.00019751315,0.00020551305,0.000041650896,0.9977297,0.0005908914,0.0010669617],"study_design_scores_gemma":[0.0000115447365,0.000018212999,0.0000652759,0.00022207366,0.000007736156,0.0000983736,0.0002925717,0.00082955847,0.00014475947,0.98419607,0.0140955355,0.000018393837],"about_ca_topic_score_codex":0.00070321374,"about_ca_topic_score_gemma":0.0004093633,"teacher_disagreement_score":0.04994011,"about_ca_system_score_codex":0.004951163,"about_ca_system_score_gemma":0.0076835966,"threshold_uncertainty_score":0.2641117},"labels":[],"label_agreement":null},{"id":"W2047636676","doi":"10.1109/ths.2011.6107865","title":"Automated computer network defence technology demonstration project (ARMOUR TDP): Concept of operations, architecture, and integration framework","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Armour; Process (computing); Architecture; Computer science; Systems engineering; Software engineering; Engineering; Computer security; Operating system","score_opus":0.015497460401412241,"score_gpt":0.2462001180371679,"score_spread":0.23070265763575565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047636676","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019584598,0.00049536885,0.89300275,0.0033815792,0.0002147389,0.0015897806,0.00033570334,0.0016140122,0.07978153],"genre_scores_gemma":[0.1461177,0.00045948592,0.8346407,0.00029582676,0.00012133714,0.0018935051,0.000721332,0.00023958838,0.015510537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721587,0.0008862922,0.0001308134,0.0003815161,0.0011271752,0.00025836148],"domain_scores_gemma":[0.99842227,0.00023586817,0.00018549222,0.0002660007,0.00047985543,0.00041054818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004868309,0.000704208,0.0002943419,0.0009938466,0.0012914354,0.0048154574,0.0021527512,0.001606329,0.003019874],"category_scores_gemma":[0.002634791,0.00032561706,0.00051359873,0.00087635784,0.0028381988,0.004568889,0.0041170004,0.0020811597,0.00076577597],"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":[0.000078175704,0.00031306237,0.0013158313,0.00018538216,0.000025288657,0.00029046214,0.001341581,0.019672755,0.0073127015,0.84382325,0.015772976,0.10986849],"study_design_scores_gemma":[0.00016270782,0.0007635928,0.0029626463,0.00041318883,0.00005377429,0.0009004765,0.0014981565,0.19431211,0.010698794,0.26883882,0.51926893,0.00012682576],"about_ca_topic_score_codex":0.00608827,"about_ca_topic_score_gemma":0.003919946,"teacher_disagreement_score":0.00608827,"about_ca_system_score_codex":0.002911987,"about_ca_system_score_gemma":0.0070841825,"threshold_uncertainty_score":0.025746405},"labels":[],"label_agreement":null},{"id":"W2049424347","doi":"10.1145/2484313.2484333","title":"On the feasibility of inference attacks by third-party extensions to social network systems","year":2013,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Inference; Computer science; Computer security; Extension (predicate logic); Identity (music); Application programming interface; Social network (sociolinguistics); World Wide Web; Social media; Programming language; Artificial intelligence","score_opus":0.038594797092896586,"score_gpt":0.28909650343969956,"score_spread":0.25050170634680297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049424347","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":[0.6583885,0.002131154,0.28095484,0.010056107,0.00018988429,0.0010148693,0.00033408578,0.0010258061,0.045904715],"genre_scores_gemma":[0.9816891,0.00026026872,0.016925408,0.00029262016,0.00006292234,0.00008250897,0.00006814919,0.000046769106,0.0005722704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.8901019,0.07815642,0.004302359,0.0058285296,0.018067768,0.0035430123],"domain_scores_gemma":[0.31544837,0.588859,0.023769395,0.059806366,0.010647387,0.0014694711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.056342933,0.001327198,0.0017747561,0.003047519,0.0038677135,0.0061771446,0.0029136324,0.006881923,0.003227707],"category_scores_gemma":[0.32689294,0.0014087952,0.0019399327,0.002202128,0.010498979,0.02291379,0.00660916,0.009466539,0.00060728623],"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":[0.0037946203,0.001111709,0.0914727,0.0009136422,0.00094325136,0.0023960944,0.007573472,0.22927392,0.0054656556,0.5019688,0.007220881,0.14786528],"study_design_scores_gemma":[0.00024666058,0.00060110743,0.0070210323,0.00036536105,0.00036925272,0.0022607406,0.0017880963,0.8039064,0.008989295,0.16864352,0.0056266827,0.00018193458],"about_ca_topic_score_codex":0.004125839,"about_ca_topic_score_gemma":0.0022124955,"teacher_disagreement_score":0.056342933,"about_ca_system_score_codex":0.0030491638,"about_ca_system_score_gemma":0.0019515993,"threshold_uncertainty_score":0.29797345},"labels":[],"label_agreement":null},{"id":"W2056228908","doi":"10.1364/oshs.2005.fb2","title":"Automation to Support Risk Assessment and Management at DHS","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Homeland security; Portfolio; Prosperity; Risk management; Vulnerability (computing); General partnership; Automation; Risk analysis (engineering); Engineering management; Threat; Process management; Computer science; Knowledge management; Business; Engineering; Information security; Computer security; Political science; Economics; Finance; Economic growth","score_opus":0.009489966030560003,"score_gpt":0.27406030031988377,"score_spread":0.26457033428932375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056228908","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":[0.04913413,0.00056817266,0.71468973,0.0036385092,0.00040398358,0.00079728285,0.0022004691,0.046381183,0.18218645],"genre_scores_gemma":[0.42562252,0.00066954375,0.5175302,0.0007404688,0.00044341714,0.0003017473,0.0031749913,0.00204396,0.04947314],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9951748,0.0012626648,0.00027754367,0.0005048928,0.0023083503,0.00047173045],"domain_scores_gemma":[0.98980415,0.0028405455,0.0004651642,0.0031574306,0.00307334,0.0006593349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004879815,0.0006443141,0.00036400577,0.002477643,0.0009068327,0.0045148837,0.0012352603,0.0006718026,0.018889317],"category_scores_gemma":[0.013041121,0.00055135234,0.00049112627,0.0015111091,0.0005753093,0.002605866,0.0026460988,0.001051415,0.010172371],"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":[0.00027376518,0.0002644321,0.011976807,0.000114441966,0.00004926427,0.00046958224,0.0015522601,0.02455225,0.0128365625,0.06017175,0.08689037,0.80084854],"study_design_scores_gemma":[0.00018486004,0.00022314883,0.011227259,0.0001746313,0.000058203805,0.0007086578,0.0007157167,0.23138161,0.027614936,0.068267174,0.6592678,0.00017595918],"about_ca_topic_score_codex":0.010094079,"about_ca_topic_score_gemma":0.006527031,"teacher_disagreement_score":0.018889317,"about_ca_system_score_codex":0.0019477052,"about_ca_system_score_gemma":0.0035777602,"threshold_uncertainty_score":0.063191056},"labels":[],"label_agreement":null},{"id":"W2058740832","doi":"10.1108/02686900410530556","title":"A conceptual risk framework for internal auditing in e‐commerce","year":2004,"lang":"en","type":"article","venue":"Managerial Auditing Journal","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Accounting; Business; Audit; Internal audit; Certification; Audit risk; Business risks; Risk analysis (engineering); Management; Economics","score_opus":0.015268787219021977,"score_gpt":0.2597358634220311,"score_spread":0.24446707620300911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058740832","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":[0.012189237,0.004816874,0.76907915,0.025451634,0.00052090053,0.00057143014,0.00022140637,0.00028547933,0.18686387],"genre_scores_gemma":[0.6941681,0.005317353,0.26741275,0.0028686693,0.0008843968,0.0014487964,0.00025234814,0.00015595931,0.027491562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.989986,0.0048927977,0.0007615038,0.00071399874,0.002745853,0.0008998115],"domain_scores_gemma":[0.98701036,0.006896339,0.0017846463,0.0008465868,0.0025330684,0.0009289508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012559406,0.0013475207,0.0007436515,0.005812537,0.004076403,0.015019346,0.0037080876,0.0062773875,0.005139655],"category_scores_gemma":[0.015072543,0.00095870916,0.0016688695,0.0036844902,0.016594127,0.014629137,0.004903532,0.005193456,0.0011876504],"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":[0.0000019053061,0.000007233855,0.00013764696,0.000017913084,0.000002531541,0.00004246074,0.0004267765,0.0012320286,0.000023965507,0.99611485,0.00042851124,0.0015640759],"study_design_scores_gemma":[0.000011607462,0.00002260888,0.00035936438,0.0002547762,0.000012425229,0.00021882779,0.0012076189,0.008586181,0.000093044655,0.96067923,0.028526137,0.000028185683],"about_ca_topic_score_codex":0.009397738,"about_ca_topic_score_gemma":0.004213859,"teacher_disagreement_score":0.015019346,"about_ca_system_score_codex":0.009116062,"about_ca_system_score_gemma":0.008665874,"threshold_uncertainty_score":0.06642127},"labels":[],"label_agreement":null},{"id":"W2060821931","doi":"10.1016/j.cose.2013.03.010","title":"A framework for risk assessment in access control systems","year":2013,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Access control; Context (archaeology); Risk assessment; Risk analysis (engineering); Situation awareness; Computer security; Object (grammar); Judgement; Security controls; Control (management); Artificial intelligence","score_opus":0.014538191734132035,"score_gpt":0.2907338934811638,"score_spread":0.2761957017470318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060821931","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":[0.0011446035,0.0003956615,0.9921347,0.0006680135,0.000043204647,0.00004821192,0.00005156589,0.00009351108,0.0054204618],"genre_scores_gemma":[0.22756065,0.0018735123,0.7590962,0.00036419273,0.0004140291,0.00054436154,0.00028507545,0.000118324504,0.009743632],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99542964,0.0019434642,0.0003766388,0.000499954,0.0014462441,0.00030401547],"domain_scores_gemma":[0.99485815,0.0030527997,0.00036380242,0.0004798992,0.0010086505,0.00023662816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006019777,0.0019670546,0.00149245,0.0034031349,0.0015740163,0.006326472,0.0033585825,0.0028844266,0.006280294],"category_scores_gemma":[0.01085325,0.00075202266,0.0023349081,0.0020881183,0.0035753117,0.00625505,0.00321731,0.0036286092,0.0010933023],"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":[0.000008906083,0.000032231543,0.00024971855,0.00007842187,0.00003953975,0.00011327967,0.00017750441,0.061714314,0.0003418529,0.9209925,0.0012722379,0.014979436],"study_design_scores_gemma":[0.000012079659,0.000032546664,0.00011953346,0.00009617396,0.00003352995,0.000105960884,0.00009314364,0.23141615,0.00022084333,0.7597815,0.008063463,0.000025195724],"about_ca_topic_score_codex":0.0077627106,"about_ca_topic_score_gemma":0.004790286,"teacher_disagreement_score":0.0077627106,"about_ca_system_score_codex":0.0023770332,"about_ca_system_score_gemma":0.0033697162,"threshold_uncertainty_score":0.031835973},"labels":[],"label_agreement":null},{"id":"W2063461959","doi":"10.1016/j.cose.2005.09.007","title":"Timing is everything","year":2005,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"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 Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vulnerability (computing); Computer science; Strengths and weaknesses; Software; Computer security; Work (physics); Internet privacy; Data science; Psychology; Operating system","score_opus":0.014137988401936297,"score_gpt":0.24003401272608527,"score_spread":0.22589602432414896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063461959","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":[0.01285784,0.007031674,0.09498531,0.027914394,0.0097916555,0.00007166793,0.00079667947,0.0016232154,0.84492755],"genre_scores_gemma":[0.59808344,0.0068619098,0.025010685,0.014278646,0.0062426883,0.00017651117,0.0012450496,0.0022930605,0.34580803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969785,0.00056161894,0.00015826603,0.0010284473,0.0009445338,0.00032865835],"domain_scores_gemma":[0.99278086,0.0018188435,0.00074932695,0.002347599,0.0013560376,0.00094729854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002238411,0.0008291759,0.0007658019,0.0013409792,0.001951002,0.0074436753,0.001622407,0.0017980661,0.05665677],"category_scores_gemma":[0.012010122,0.00067507906,0.0005443858,0.0012554293,0.0051287897,0.01418477,0.0027642064,0.0045220414,0.017972797],"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":[0.000057286958,0.000025644853,0.0006681297,0.000100827965,0.000022881315,0.000059869486,0.00044960307,0.00042304044,0.0012081583,0.93360364,0.020273019,0.043107875],"study_design_scores_gemma":[0.000021696598,0.000039910643,0.00076738786,0.00012014479,0.000038390623,0.00019973637,0.00044611882,0.00054391404,0.0011098963,0.6766472,0.32002428,0.000041437703],"about_ca_topic_score_codex":0.0015498557,"about_ca_topic_score_gemma":0.0010630687,"teacher_disagreement_score":0.05665677,"about_ca_system_score_codex":0.0018210106,"about_ca_system_score_gemma":0.0022347292,"threshold_uncertainty_score":0.1895358},"labels":[],"label_agreement":null},{"id":"W2063466632","doi":"10.1108/09685220910944722","title":"An integrated view of human, organizational, and technological challenges of IT security management","year":2009,"lang":"en","type":"article","venue":"Information Management & Computer Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":152,"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":"Knowledge management; Business; Work (physics); Process management; Computer science; Engineering","score_opus":0.011405723681145867,"score_gpt":0.24070356486174577,"score_spread":0.2292978411805999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063466632","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":[0.5847564,0.017129982,0.08879666,0.11664598,0.0006802759,0.00046700085,0.00014170528,0.0001118026,0.19127017],"genre_scores_gemma":[0.9849385,0.002155694,0.00813623,0.0019169638,0.00007058827,0.00014321764,0.000024702511,0.000018623827,0.0025953886],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9792284,0.015101116,0.0005271049,0.0009954986,0.0023866405,0.0017613823],"domain_scores_gemma":[0.9808796,0.012707029,0.0020159215,0.0008521703,0.0019240113,0.0016213083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014729078,0.0008608715,0.0006451667,0.0035416165,0.009581882,0.01600899,0.001330351,0.0035052418,0.0024520445],"category_scores_gemma":[0.010562422,0.00065691327,0.00046285498,0.00310275,0.019894866,0.018222123,0.008207515,0.00513614,0.00029588345],"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":[0.000052792155,0.00014866653,0.019027302,0.0011659242,0.0000445478,0.0017069966,0.5769084,0.0026075994,0.0024488645,0.34185418,0.00474799,0.049286783],"study_design_scores_gemma":[0.000009874909,0.00008842973,0.006635447,0.0010764531,0.000026723783,0.001092377,0.8329689,0.0023661368,0.0005933578,0.090641126,0.064447716,0.000053424912],"about_ca_topic_score_codex":0.0050812326,"about_ca_topic_score_gemma":0.0054238793,"teacher_disagreement_score":0.01600899,"about_ca_system_score_codex":0.0078462465,"about_ca_system_score_gemma":0.014419558,"threshold_uncertainty_score":0.07789576},"labels":[],"label_agreement":null},{"id":"W2063678244","doi":"10.1109/ieem.2012.6837870","title":"Addressing IT security in practice: Key responsibilities, competencies and implications on related bodies of knowledge","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"York University","funders":"","keywords":"Consistency (knowledge bases); Knowledge management; Information security; Key (lock); Cover (algebra); Computer science; Public relations; Business; Political science; Engineering; Computer security","score_opus":0.04990421138823732,"score_gpt":0.329874998834316,"score_spread":0.2799707874460787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063678244","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":[0.6492727,0.022858068,0.04983718,0.07332947,0.00053854723,0.0004403418,0.00022058976,0.00018014341,0.20332293],"genre_scores_gemma":[0.9758553,0.007629603,0.013745991,0.00090169255,0.000053804226,0.00012008765,0.000070265414,0.000015471061,0.0016076776],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98765403,0.0054983795,0.000995021,0.00068333367,0.003979947,0.0011892668],"domain_scores_gemma":[0.9236853,0.052442927,0.006479795,0.0035836447,0.009481543,0.0043268437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01892895,0.00028610133,0.00038291927,0.005289808,0.0031959566,0.0064034294,0.0009934518,0.002076065,0.0021716964],"category_scores_gemma":[0.045484737,0.0004093356,0.0003538914,0.0050166706,0.00761368,0.008126546,0.0052989405,0.0024668854,0.0005035419],"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":[0.00011694616,0.0007912955,0.09377572,0.004512828,0.00006373686,0.0012239016,0.12315619,0.0019578924,0.0037513445,0.112955056,0.0054413215,0.65225387],"study_design_scores_gemma":[0.000046750436,0.0004204304,0.20110485,0.020553667,0.00009419391,0.003149335,0.45274892,0.005340025,0.004842527,0.20379254,0.10772359,0.00018321969],"about_ca_topic_score_codex":0.004996971,"about_ca_topic_score_gemma":0.0061712433,"teacher_disagreement_score":0.01892895,"about_ca_system_score_codex":0.0057239034,"about_ca_system_score_gemma":0.020667085,"threshold_uncertainty_score":0.100107014},"labels":[],"label_agreement":null},{"id":"W2069832094","doi":"10.1145/1477973.1477983","title":"Guidelines for designing IT security management tools","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Usability; Security information and event management; Computer science; Security management; Certified Information Security Manager; Security service; ITIL security management; Standard of Good Practice; Set (abstract data type); Knowledge management; Cloud computing security; Information security; Computer security; Process management; Business; Cloud computing; Network security policy","score_opus":0.12101252594121423,"score_gpt":0.3200258756711113,"score_spread":0.19901334972989707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069832094","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":[0.013891361,0.0057210126,0.887136,0.029642764,0.0008630361,0.011110147,0.0007662836,0.0031298215,0.047739487],"genre_scores_gemma":[0.021039996,0.0029398703,0.9663521,0.0013463924,0.00007291277,0.0039675194,0.0008142634,0.00023889399,0.0032280693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9046077,0.046891253,0.023493918,0.00259733,0.019198673,0.003211129],"domain_scores_gemma":[0.8082491,0.08042438,0.014185794,0.011973928,0.08029969,0.004867028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.065012194,0.0039870087,0.0019920138,0.015858157,0.0051999544,0.012947958,0.00699397,0.010966588,0.0031141806],"category_scores_gemma":[0.1265151,0.0035552531,0.0018182702,0.010849083,0.0056918925,0.012864317,0.0050161425,0.008230413,0.003954624],"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":[0.00014560908,0.0014594087,0.0072756996,0.011874575,0.00015585116,0.0028483318,0.03678419,0.019764211,0.013696944,0.29900524,0.0839611,0.5230288],"study_design_scores_gemma":[0.00024770948,0.0004923576,0.0047710766,0.029889755,0.00023966184,0.0019172089,0.024388062,0.021949334,0.009907523,0.20131019,0.7044434,0.00044367052],"about_ca_topic_score_codex":0.012354112,"about_ca_topic_score_gemma":0.020012094,"teacher_disagreement_score":0.065012194,"about_ca_system_score_codex":0.007475318,"about_ca_system_score_gemma":0.027301818,"threshold_uncertainty_score":0.34382147},"labels":[],"label_agreement":null},{"id":"W2070037319","doi":"10.1007/s10111-010-0159-y","title":"Toward understanding distributed cognition in IT security management: the role of cues and norms","year":2010,"lang":"en","type":"article","venue":"Cognition Technology & Work","topic":"Information and Cyber Security","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":"","keywords":"Socially distributed cognition; Cognition; Psychology; Cognitive psychology; Cognitive science; Knowledge management; Computer science; Neuroscience","score_opus":0.012441166454177309,"score_gpt":0.22016153421313348,"score_spread":0.20772036775895616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070037319","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":[0.45819822,0.0030671188,0.35873765,0.026390892,0.0002894438,0.00014696638,0.00016140252,0.00023521025,0.15277305],"genre_scores_gemma":[0.9796576,0.00031554708,0.018985279,0.0001883544,0.000039594386,0.000033100365,0.000025970421,0.000026029235,0.0007285676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976017,0.0012816539,0.00013343705,0.0003666642,0.00043149412,0.00018514332],"domain_scores_gemma":[0.98999643,0.0059412695,0.0013120743,0.0010668482,0.0010336314,0.0006497115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052316994,0.00041988923,0.00042599443,0.0017369617,0.0012178528,0.011293849,0.0013621534,0.002363479,0.0033040568],"category_scores_gemma":[0.0146314455,0.00053051405,0.0004991338,0.0008887224,0.009319121,0.021060368,0.0033639243,0.0032415572,0.0002817508],"study_design_candidate":"qualitative","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":[0.00014292475,0.00023622265,0.011166204,0.00020779368,0.0000480552,0.00012414367,0.017010015,0.005863287,0.0023624476,0.92301166,0.00078250334,0.03904468],"study_design_scores_gemma":[0.000032497697,0.000032409676,0.0031761532,0.00009554729,0.000021656539,0.000044102806,0.0053326343,0.014064957,0.0005486017,0.9736169,0.003007576,0.000027023185],"about_ca_topic_score_codex":0.004174076,"about_ca_topic_score_gemma":0.003252663,"teacher_disagreement_score":0.011293849,"about_ca_system_score_codex":0.002089669,"about_ca_system_score_gemma":0.0031359,"threshold_uncertainty_score":0.027668178},"labels":[],"label_agreement":null},{"id":"W2072435527","doi":"10.4018/jisp.2009040105","title":"Information Technology Security Concerns in Global Financial Services Institutions","year":2009,"lang":"en","type":"article","venue":"International Journal of Information Security and Privacy","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Information security; Business; Information security management; Socioeconomic status; Finance; Economic security; Financial services; Computer security; Computer science; Security information and event management; Cloud computing security; Economics; Economic growth","score_opus":0.008969215698032714,"score_gpt":0.27794998939931354,"score_spread":0.2689807737012808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072435527","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":[0.9899962,0.00035470907,0.00013845111,0.0036183794,0.0000140651455,0.000012819609,0.000029015893,0.0000058784253,0.00583055],"genre_scores_gemma":[0.9987909,0.0002640085,0.00006663395,0.00046283528,0.00001015574,0.0000048773054,0.000015963544,0.0000018743996,0.00038285187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650526,0.0014342476,0.00026806467,0.00015431376,0.0007921487,0.00084602257],"domain_scores_gemma":[0.9842621,0.0033614135,0.008100265,0.0004067985,0.0014446861,0.002424748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050196326,0.00024769225,0.00022334374,0.0021812236,0.0032222103,0.0038721396,0.00037921878,0.0012343404,0.0040126177],"category_scores_gemma":[0.012797999,0.00016564914,0.00025138902,0.003241038,0.003198966,0.0029821384,0.003485464,0.001475298,0.00028677753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012526095,0.00019034445,0.7707213,0.00018678448,0.000028290855,0.0014499165,0.16963218,0.00023192095,0.0010588017,0.006572472,0.004108379,0.045694347],"study_design_scores_gemma":[0.0000075527296,0.00020763949,0.61359227,0.00024713512,0.000018916962,0.0012302801,0.36327136,0.00031030152,0.0004415534,0.0017069066,0.018925287,0.000040827377],"about_ca_topic_score_codex":0.009587875,"about_ca_topic_score_gemma":0.009926399,"teacher_disagreement_score":0.009587875,"about_ca_system_score_codex":0.0038933076,"about_ca_system_score_gemma":0.003258857,"threshold_uncertainty_score":0.028248012},"labels":[],"label_agreement":null},{"id":"W2073104441","doi":"10.1145/1358628.1358905","title":"Human, organizational, and technological factors of IT security","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":25,"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":"USable; Knowledge management; Face (sociological concept); Perspective (graphical); Theme (computing); Population; Computer science; Security management; Security information and event management; Cloud computing security; Computer security; Sociology; World Wide Web; Cloud computing; Social science","score_opus":0.01937202049359733,"score_gpt":0.23146442037471987,"score_spread":0.21209239988112255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073104441","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":[0.8675158,0.001471515,0.012555772,0.0049661836,0.00007469599,0.00014114982,0.00007993034,0.000043393964,0.11315159],"genre_scores_gemma":[0.9983535,0.00022904658,0.0006089472,0.00008825986,0.000010402682,0.000017493954,0.000007871596,0.000003261474,0.0006812452],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99254155,0.0048689484,0.0002627422,0.00032334396,0.0012602631,0.00074316614],"domain_scores_gemma":[0.97695756,0.016043475,0.0027921193,0.0007187879,0.0012142238,0.0022739084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004529907,0.0002501114,0.00016105946,0.0016748306,0.0021529223,0.005538331,0.00026122766,0.00065044384,0.0069935853],"category_scores_gemma":[0.011874357,0.00021420918,0.00021874162,0.0012078292,0.0060242726,0.002859211,0.0025320384,0.0010951072,0.00031344488],"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":[0.00039744514,0.00078690646,0.5018113,0.0006522498,0.00018577282,0.0015605888,0.16462217,0.0047186636,0.004341373,0.20211112,0.0032573564,0.11555513],"study_design_scores_gemma":[0.000068479225,0.0008193229,0.4802601,0.0006520106,0.00011218565,0.002027106,0.33560705,0.005417251,0.002166862,0.07975596,0.09294608,0.00016755385],"about_ca_topic_score_codex":0.004185053,"about_ca_topic_score_gemma":0.0034178072,"teacher_disagreement_score":0.0069935853,"about_ca_system_score_codex":0.0016152005,"about_ca_system_score_gemma":0.0022050226,"threshold_uncertainty_score":0.023956716},"labels":[],"label_agreement":null},{"id":"W2077108401","doi":"10.5539/ass.v6n12p50","title":"Honeypot Protection Detection Response Recovery Model for Information Security Management Policy","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Information and Cyber Security","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":"Honeypot; Information security; Computer security; Information security management; Computer science; Security management; Process (computing); Incident management; Business; Standard of Good Practice; Security information and event management; Function (biology); Security policy; Scheme (mathematics); Process management; Knowledge management; Network security policy; Cloud computing security; Security service","score_opus":0.009251171495243694,"score_gpt":0.25248417880682783,"score_spread":0.24323300731158415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077108401","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":[0.16755088,0.0002546702,0.77041507,0.008316547,0.00015315556,0.0004941626,0.0005089299,0.0010353639,0.05127134],"genre_scores_gemma":[0.96949524,0.000121446625,0.023158792,0.00014572468,0.000037252314,0.000249779,0.00012113835,0.00001919971,0.0066514076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998485,0.0006071161,0.00007063882,0.00030989505,0.00028763944,0.0002397247],"domain_scores_gemma":[0.9979944,0.00096614927,0.00037784828,0.00019114008,0.00034208893,0.00012847183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002455795,0.0005394915,0.00038357105,0.00072316575,0.00061408174,0.0020720481,0.0014267273,0.0014607698,0.006532571],"category_scores_gemma":[0.003476342,0.00024719303,0.0006004071,0.00046680425,0.0010259921,0.0043998975,0.0007274432,0.0014425863,0.000993565],"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":[0.0002970118,0.0004777352,0.008494435,0.0001887013,0.00008199301,0.00037997376,0.0012722702,0.39304495,0.0039534783,0.543336,0.0065370435,0.041936442],"study_design_scores_gemma":[0.000045389832,0.00011237445,0.0014354946,0.00002467073,0.00003117471,0.00008418464,0.00025351232,0.9496157,0.0006088004,0.044651818,0.0031080786,0.000028763892],"about_ca_topic_score_codex":0.0045884983,"about_ca_topic_score_gemma":0.0032415495,"teacher_disagreement_score":0.006532571,"about_ca_system_score_codex":0.002830595,"about_ca_system_score_gemma":0.0023974401,"threshold_uncertainty_score":0.021853685},"labels":[],"label_agreement":null},{"id":"W2081762242","doi":"10.4304/jcp.2.2.84-93","title":"A Psychological Profile of Defender Personality Traits","year":2007,"lang":"en","type":"article","venue":"Journal of Computers","topic":"Information and Cyber Security","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":"Big Five personality traits; Psychology; Personality; Personality profile; Social psychology","score_opus":0.029494508377907642,"score_gpt":0.2974128120539166,"score_spread":0.267918303676009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081762242","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":[0.99899083,0.00004196194,0.00010783662,0.00005047289,0.0000041791905,0.0000034260927,0.000043148942,0.0000034558664,0.0007546666],"genre_scores_gemma":[0.99955183,0.000028592387,0.00011522721,0.000011764052,0.0000037027826,0.0000025597574,0.000052328,9.984435e-7,0.00023295035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997111,0.000081362385,0.000023529172,0.000038536004,0.00009494028,0.000050530187],"domain_scores_gemma":[0.99705493,0.0006729783,0.001106093,0.0001800426,0.00034317438,0.0006428589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066007744,0.00022948984,0.00019597064,0.0010103484,0.00034936765,0.0007324147,0.0001472393,0.00030329073,0.002602767],"category_scores_gemma":[0.0035464126,0.00010969148,0.0001853436,0.00043150646,0.0002511614,0.0003833601,0.00039324857,0.00062417693,0.0005845652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005426712,0.00007688656,0.99060154,0.000008184676,0.000019899244,0.00012325928,0.0008511228,0.00007540712,0.0013520934,0.00008034883,0.00021072914,0.0065463544],"study_design_scores_gemma":[0.000002917022,0.00014464345,0.99707484,0.000007955193,0.0000068087206,0.0006081688,0.0011215368,0.0003265776,0.00020453785,0.00012797589,0.00036837766,0.000005634495],"about_ca_topic_score_codex":0.0004973294,"about_ca_topic_score_gemma":0.0004419671,"teacher_disagreement_score":0.002602767,"about_ca_system_score_codex":0.00012644431,"about_ca_system_score_gemma":0.00010391118,"threshold_uncertainty_score":0.008707106},"labels":[],"label_agreement":null},{"id":"W2085029159","doi":"10.1016/j.im.2012.07.001","title":"WITHDRAWN: The effects of multilevel sanctions on information security violations: A mediating model","year":2012,"lang":"en","type":"article","venue":"Information & Management","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Sanctions; Computer security; Information security; Computer science; Political science; Internet privacy; Law","score_opus":0.007293175779623274,"score_gpt":0.22397999619319744,"score_spread":0.21668682041357418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085029159","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":[0.96287817,0.00049110217,0.0028361958,0.006206876,0.00014196215,0.00022027887,0.0008225234,0.00008771904,0.0263151],"genre_scores_gemma":[0.9950047,0.0001053895,0.0002685969,0.000342327,0.00005402275,0.000060683946,0.00017835018,0.000014185649,0.0039718053],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99393696,0.0028412354,0.00031683518,0.0006598539,0.00062687317,0.0016182704],"domain_scores_gemma":[0.92618155,0.037444085,0.02040193,0.0047111283,0.0038332809,0.0074280095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041196737,0.0010145042,0.0015306984,0.0015252343,0.0020543896,0.0055117095,0.0036195316,0.0067386134,0.05012905],"category_scores_gemma":[0.05248647,0.00068720477,0.0015513728,0.0013060936,0.002514868,0.0046035135,0.0050122743,0.008511584,0.0023058678],"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":[0.011003791,0.013876389,0.66400266,0.0013472572,0.0029093581,0.0048339283,0.009097385,0.031113163,0.0058105094,0.18196882,0.010732071,0.0633047],"study_design_scores_gemma":[0.0051526614,0.0067775236,0.7519807,0.001009787,0.0038172703,0.0012873573,0.012172431,0.05581593,0.002373295,0.15085803,0.008315835,0.00043913285],"about_ca_topic_score_codex":0.02083528,"about_ca_topic_score_gemma":0.013755331,"teacher_disagreement_score":0.05012905,"about_ca_system_score_codex":0.0021436368,"about_ca_system_score_gemma":0.0036302526,"threshold_uncertainty_score":0.16769838},"labels":[],"label_agreement":null},{"id":"W2087501183","doi":"10.1201/1078/43191.17.2.20000301/31225.4","title":"Ensuring Extranet Security and Performance","year":2000,"lang":"en","type":"article","venue":"Information Systems Management","topic":"Information and Cyber Security","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":"Lockheed Martin (Canada)","funders":"","keywords":"Extranet; Business; Computer security; Information sharing; Computer science; Intranet; World Wide Web; The Internet","score_opus":0.006025353780572964,"score_gpt":0.18619276793326728,"score_spread":0.18016741415269433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087501183","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":[0.3627136,0.001788547,0.19862969,0.011972435,0.0008143489,0.0002284301,0.00035079935,0.0027693554,0.42073274],"genre_scores_gemma":[0.97887003,0.0004146846,0.009186292,0.00048150722,0.00019946863,0.000041836105,0.00013385231,0.00018024098,0.010492146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934453,0.0014706824,0.0004004741,0.00070853875,0.0024460782,0.0015288828],"domain_scores_gemma":[0.980508,0.0024903559,0.0026881075,0.0041058674,0.008010599,0.0021969895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059122765,0.0007269176,0.0004359411,0.0010655533,0.0015110624,0.0070102657,0.0010627371,0.0016804585,0.010907712],"category_scores_gemma":[0.017083116,0.00025559354,0.0001948475,0.00064514397,0.0018983218,0.009036025,0.0056585264,0.0013445191,0.0048099123],"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":[0.0009411804,0.00039373167,0.031040775,0.00040131743,0.000117917196,0.0007256006,0.0022517578,0.057735506,0.036802627,0.4955482,0.03050607,0.34353527],"study_design_scores_gemma":[0.00019022475,0.0014632456,0.03691779,0.0009454634,0.000176963,0.0025400966,0.005729663,0.16985318,0.080157414,0.41119346,0.29056963,0.00026282328],"about_ca_topic_score_codex":0.0016419893,"about_ca_topic_score_gemma":0.0015779233,"teacher_disagreement_score":0.010907712,"about_ca_system_score_codex":0.0019092315,"about_ca_system_score_gemma":0.0030247534,"threshold_uncertainty_score":0.036489904},"labels":[],"label_agreement":null},{"id":"W2087975566","doi":"10.1145/1866739.1866764","title":"The ephemeral legion","year":2010,"lang":"en","type":"article","venue":"Communications of the ACM","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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":"Ephemeral key; Computer science; Computer security","score_opus":0.02384083974645338,"score_gpt":0.2787600342967978,"score_spread":0.2549191945503444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087975566","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":[0.040494863,0.00782746,0.11801017,0.24496792,0.010575722,0.00025586097,0.00042056383,0.0025356144,0.5749118],"genre_scores_gemma":[0.5174646,0.0039048872,0.03647287,0.055260245,0.0024960288,0.00026384156,0.00025854947,0.00078452245,0.38309452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945787,0.0021034537,0.00019243834,0.0010665371,0.0014305918,0.0006283239],"domain_scores_gemma":[0.9829658,0.0057346793,0.001194009,0.004751016,0.0021360058,0.0032183363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006116447,0.00049944984,0.00041621507,0.0014832775,0.0035609794,0.007395449,0.0015007807,0.004059808,0.03369976],"category_scores_gemma":[0.02958921,0.0006412361,0.00031321458,0.0010119592,0.007651567,0.014680758,0.009862402,0.006515143,0.009658957],"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":[0.00033206094,0.00018150329,0.006632634,0.00024898554,0.000030327903,0.00040706462,0.004627691,0.0007826165,0.0031946665,0.64092475,0.1688665,0.17377108],"study_design_scores_gemma":[0.0000576622,0.00017617375,0.00296105,0.0004779578,0.000015520429,0.00051925186,0.0021071339,0.0019898391,0.002594225,0.2219792,0.76703924,0.0000827665],"about_ca_topic_score_codex":0.0025616675,"about_ca_topic_score_gemma":0.004581493,"teacher_disagreement_score":0.03369976,"about_ca_system_score_codex":0.0021533833,"about_ca_system_score_gemma":0.0031461378,"threshold_uncertainty_score":0.11273688},"labels":[],"label_agreement":null},{"id":"W2088410632","doi":"10.1109/hicss.2010.312","title":"Quality and Fairness of an Information Security Policy As Antecedents of Employees' Security Engagement in the Workplace: An Empirical Investigation","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Business; CLARITY; Information security; Compliance (psychology); Quality (philosophy); Information quality; Consistency (knowledge bases); Psychology; Information system; Computer science; Computer security; Social psychology","score_opus":0.028298853079260722,"score_gpt":0.34485934284102454,"score_spread":0.3165604897617638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088410632","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":[0.9982754,0.000038956397,0.00039369226,0.0001312656,0.0000030455299,0.000013711755,0.0000075920693,0.0000025160523,0.0011337427],"genre_scores_gemma":[0.9995634,0.000025435036,0.00024128893,0.000023571261,0.000003490359,0.000010030395,0.000008082093,9.3600215e-7,0.00012383943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912792,0.004751623,0.0006379256,0.00053621776,0.00201203,0.00078303664],"domain_scores_gemma":[0.8890695,0.065354176,0.030002264,0.0038843914,0.0061176857,0.005572017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01063159,0.00024190535,0.00047826694,0.0010369117,0.001678554,0.002811193,0.00048939226,0.0010458023,0.002935341],"category_scores_gemma":[0.033098362,0.00029504206,0.00043920902,0.000979395,0.00195076,0.0015467802,0.0018673872,0.0019173988,0.00024682048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018574334,0.0019807995,0.96813756,0.00009422274,0.000091560236,0.00014486871,0.010752077,0.00050828536,0.00076467916,0.001913109,0.00013730722,0.015289809],"study_design_scores_gemma":[0.000026830627,0.00056104705,0.9758389,0.00009036194,0.00007265621,0.00011388697,0.01715071,0.0033243524,0.0007923566,0.0013253269,0.00067328726,0.000030173042],"about_ca_topic_score_codex":0.0026556675,"about_ca_topic_score_gemma":0.0033461223,"teacher_disagreement_score":0.01063159,"about_ca_system_score_codex":0.0014634585,"about_ca_system_score_gemma":0.0026672892,"threshold_uncertainty_score":0.056225896},"labels":[],"label_agreement":null},{"id":"W2097989219","doi":"10.5281/zenodo.3264270","title":"Studying IT Security Professionals: Research Design and Lessons Learned","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Qualitative research; Field (mathematics); Research design; Information technology; Computer science; Knowledge management; Medical education; Medicine; Sociology","score_opus":0.23887038460226845,"score_gpt":0.44601390708022054,"score_spread":0.2071435224779521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097989219","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65952444,0.01178302,0.18659334,0.056363642,0.001631712,0.06531931,0.0007874687,0.00049872295,0.017498404],"genre_scores_gemma":[0.5915508,0.006834659,0.3289249,0.009402932,0.00026012227,0.058805298,0.0001938688,0.0001793243,0.0038480847],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.7350398,0.23803622,0.007784688,0.005415957,0.00821041,0.005513063],"domain_scores_gemma":[0.6570928,0.29516217,0.0040370654,0.01076939,0.025112735,0.007825791],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.26883018,0.0017146482,0.0022114064,0.0046284744,0.008341105,0.013254721,0.007724467,0.0050876704,0.0030480784],"category_scores_gemma":[0.19776504,0.0034409428,0.0010383663,0.0045907884,0.010359026,0.015855983,0.0063295723,0.0068494226,0.0011640105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008436999,0.010052315,0.028006384,0.018414184,0.00020472445,0.00241436,0.52402747,0.0024649757,0.0049879597,0.03394791,0.009291368,0.36534455],"study_design_scores_gemma":[0.002134342,0.0066750213,0.018415391,0.022763949,0.00043897788,0.0010219066,0.8192116,0.0070966147,0.009749079,0.068239436,0.043782644,0.00047097582],"about_ca_topic_score_codex":0.009843203,"about_ca_topic_score_gemma":0.033855148,"teacher_disagreement_score":0.7311698,"about_ca_system_score_codex":0.0215049,"about_ca_system_score_gemma":0.03965741,"threshold_uncertainty_score":0.9016626},"labels":[],"label_agreement":null},{"id":"W2098417108","doi":"10.2139/ssrn.2770146","title":"The Common Criteria for Information Technology Security Evaluation - Implications for China's Policy on Information Security Standards","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Centre for International Governance Innovation","funders":"","keywords":"Information security; Information security management; Information security standards; China; Computer security; Standard of Good Practice; Information security audit; Certified Information Systems Security Professional; Security information and event management; Business; Security policy; Information systems security; Certified Information Security Manager; Cloud computing security; Network security policy; Computer science; Security service; Information system; Political science; Management information systems; Law","score_opus":0.007630104688487281,"score_gpt":0.31968783294064235,"score_spread":0.31205772825215505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098417108","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":[0.17856684,0.013405948,0.38115352,0.16928743,0.0037301923,0.011088222,0.005642207,0.0009346899,0.23619099],"genre_scores_gemma":[0.71595323,0.0010022375,0.25831658,0.011599879,0.0006711171,0.005035191,0.0011772857,0.00018190847,0.006062642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.6896857,0.121362515,0.046759836,0.011322633,0.12004632,0.010823087],"domain_scores_gemma":[0.5481052,0.20414533,0.030683776,0.033000108,0.17340446,0.010661225],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.23811217,0.002027701,0.005910388,0.029174253,0.014802108,0.02240705,0.008765318,0.01524923,0.005231578],"category_scores_gemma":[0.39565116,0.0016259785,0.0057148356,0.019056296,0.027235819,0.016493782,0.012009144,0.011527737,0.0011007431],"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":[0.0003233912,0.0002732691,0.01783894,0.0010134268,0.00025001247,0.00021417029,0.0032686233,0.0045626527,0.00071514794,0.89021355,0.03298354,0.048343256],"study_design_scores_gemma":[0.00056639523,0.0006084066,0.034402058,0.0043807304,0.0005534823,0.0002960883,0.0072086137,0.02696465,0.002607924,0.87350106,0.04835578,0.0005549139],"about_ca_topic_score_codex":0.06497192,"about_ca_topic_score_gemma":0.07137058,"teacher_disagreement_score":0.23811217,"about_ca_system_score_codex":0.04456652,"about_ca_system_score_gemma":0.09711028,"threshold_uncertainty_score":0.93954337},"labels":[],"label_agreement":null},{"id":"W2098848652","doi":"10.1108/09685220710831152","title":"On the imbalance of the security problem space and its expected consequences","year":2007,"lang":"en","type":"article","venue":"Information Management & Computer Security","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Dimension (graph theory); Human Dimension; Computer science; Space (punctuation); Scope (computer science); Balance (ability); Politics; Sociology; Data science; Political science; Law","score_opus":0.006974195791753199,"score_gpt":0.21081553344147455,"score_spread":0.20384133764972134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098848652","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":[0.9017542,0.001911962,0.030697249,0.008890009,0.00006876479,0.00016778678,0.00056722626,0.0001051859,0.055837665],"genre_scores_gemma":[0.9945503,0.0003146157,0.0040806932,0.000063262974,0.000020211484,0.00007592007,0.00011638718,0.000018993831,0.00075963343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99313545,0.0030748062,0.00028008138,0.0008336783,0.0016909895,0.0009849523],"domain_scores_gemma":[0.94329625,0.04332853,0.0062385537,0.002295816,0.0030478372,0.0017929497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00871676,0.00048212858,0.000904845,0.006435614,0.0023319256,0.0093178,0.0008447156,0.0012891975,0.012184447],"category_scores_gemma":[0.041286122,0.00035502276,0.0009122624,0.0049814023,0.0077493484,0.009747673,0.0055053094,0.0022714487,0.0005159574],"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":[0.0012615055,0.0004906277,0.17358753,0.00083718577,0.0003163026,0.0008546322,0.007822587,0.054866515,0.0024088325,0.6338312,0.0037590188,0.119964026],"study_design_scores_gemma":[0.000097268865,0.0007757458,0.12119369,0.0005081212,0.00017224725,0.0011099043,0.049797192,0.09834729,0.0019499761,0.7075557,0.018359195,0.00013364932],"about_ca_topic_score_codex":0.0021781714,"about_ca_topic_score_gemma":0.0019175402,"teacher_disagreement_score":0.012184447,"about_ca_system_score_codex":0.0039970553,"about_ca_system_score_gemma":0.0027169734,"threshold_uncertainty_score":0.046099186},"labels":[],"label_agreement":null},{"id":"W2099103357","doi":"10.1109/compsac.2008.88","title":"Measuring Network Security Using Bayesian Network-Based Attack Graphs","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":196,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Exploit; Computer science; Vulnerability (computing); Bayesian network; Probabilistic logic; Interdependence; Vulnerability assessment; Network security; Computer security; Attack patterns; Theoretical computer science; Conditional probability; Data mining; Machine learning; Artificial intelligence; Intrusion detection system; Mathematics","score_opus":0.04928028818530418,"score_gpt":0.24323604630516424,"score_spread":0.19395575811986004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099103357","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":[0.0787293,0.00030653024,0.9158084,0.00044877367,0.000018314486,0.0001195931,0.00041835828,0.00030731177,0.0038434363],"genre_scores_gemma":[0.85194993,0.0006240989,0.14580938,0.0001056125,0.000045376564,0.0001979394,0.0006494691,0.000057366167,0.00056079944],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9932239,0.0039986344,0.0003032137,0.00082147215,0.0014032243,0.0002495824],"domain_scores_gemma":[0.9688163,0.02143597,0.0049753,0.0021235223,0.0019167025,0.0007323008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006924724,0.0012777591,0.0010453241,0.0065837437,0.0007609385,0.002785643,0.0014963255,0.0017048329,0.0012523606],"category_scores_gemma":[0.038469587,0.000878645,0.0009445327,0.0034397151,0.0019931516,0.007960895,0.0020661326,0.0015983857,0.00020638645],"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":[0.000084774896,0.00007414818,0.010015796,0.00008402313,0.00019293159,0.000080944315,0.00017754817,0.82506824,0.0010703661,0.13467002,0.00063812005,0.027843129],"study_design_scores_gemma":[0.000009220282,0.000027511902,0.002009062,0.000018536615,0.0000353432,0.00004922305,0.000033343862,0.8931933,0.00049707026,0.10347758,0.0006206579,0.00002908248],"about_ca_topic_score_codex":0.0068146093,"about_ca_topic_score_gemma":0.005511315,"teacher_disagreement_score":0.006924724,"about_ca_system_score_codex":0.0027544012,"about_ca_system_score_gemma":0.0012754112,"threshold_uncertainty_score":0.03662187},"labels":[],"label_agreement":null},{"id":"W2103872749","doi":"10.1145/1923947.1923995","title":"Cybersecurity issues for businesses","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"IBM (Canada)","funders":"","keywords":"Computer security; Computer science; Business","score_opus":0.010402033961386094,"score_gpt":0.26427105972391174,"score_spread":0.2538690257625256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103872749","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":[0.016981423,0.060213916,0.00886671,0.38822696,0.004209576,0.000049380655,0.00006814713,0.00003589721,0.52134794],"genre_scores_gemma":[0.75121737,0.08643325,0.0071788444,0.04816418,0.013258237,0.00019180076,0.00012971702,0.000076651304,0.09334991],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980122,0.0008306212,0.00009670648,0.00020754049,0.00058681093,0.00026611725],"domain_scores_gemma":[0.9934018,0.0037265178,0.00048153877,0.00056186557,0.0010662631,0.0007620104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032320144,0.00044341668,0.00046857906,0.0013905745,0.007300328,0.012157731,0.00080195745,0.0077320365,0.016057841],"category_scores_gemma":[0.008189234,0.00025089,0.00037789324,0.001603518,0.009271145,0.011207088,0.0041133384,0.0073713297,0.0019981738],"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":[0.0000062043923,0.000023967892,0.0002183887,0.00005835165,0.0000035585874,0.00024643436,0.00084640185,0.00023462891,0.00007775469,0.9621039,0.022778986,0.013401279],"study_design_scores_gemma":[0.000004563455,0.000014265472,0.00026038624,0.00027040133,0.0000035765108,0.00038615512,0.0021490718,0.00023486064,0.000079011465,0.76006055,0.23652758,0.000009697518],"about_ca_topic_score_codex":0.002107708,"about_ca_topic_score_gemma":0.0014520792,"teacher_disagreement_score":0.016057841,"about_ca_system_score_codex":0.0027011093,"about_ca_system_score_gemma":0.0029548751,"threshold_uncertainty_score":0.053718865},"labels":[],"label_agreement":null},{"id":"W2104751898","doi":"10.1201/1086/43309.9.2.20000506/31351.4","title":"Enterprise Security Architecture","year":2000,"lang":"en","type":"article","venue":"Information Systems Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Pace; Asset (computer security); Business; Order (exchange); Business model; Process management; Business architecture; Scale (ratio); Computer science; Knowledge management; Computer security; Industrial organization; Business process; Marketing; Finance","score_opus":0.004514578716083169,"score_gpt":0.20524336398882864,"score_spread":0.20072878527274549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104751898","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":[0.039969362,0.002876354,0.6075733,0.010089348,0.00043624407,0.00063794653,0.0012732742,0.021277007,0.3158672],"genre_scores_gemma":[0.54895216,0.0045862026,0.25082853,0.0023905672,0.00024338272,0.00051970687,0.0060864515,0.0014821615,0.18491083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987626,0.00030707003,0.00011743643,0.00019913365,0.00037963974,0.00023409924],"domain_scores_gemma":[0.99900204,0.00012860265,0.000058692625,0.00031702043,0.00032635152,0.00016732812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019528517,0.0005031341,0.00031151355,0.0012522867,0.0013717808,0.005928287,0.0013254219,0.0017734439,0.012760622],"category_scores_gemma":[0.0016559511,0.00049944886,0.00047515516,0.0010879723,0.001133536,0.006421625,0.004105932,0.001575092,0.007049672],"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":[0.00009582299,0.00012780292,0.0021265985,0.0002438802,0.00005536841,0.0002727552,0.00092499645,0.013266868,0.006109121,0.8242479,0.046240676,0.10628813],"study_design_scores_gemma":[0.000036378475,0.0000841302,0.0010534701,0.00030433363,0.00006557793,0.00042892515,0.00048622172,0.069813274,0.005762513,0.2375796,0.6843314,0.000054129174],"about_ca_topic_score_codex":0.0052164746,"about_ca_topic_score_gemma":0.003659961,"teacher_disagreement_score":0.012760622,"about_ca_system_score_codex":0.0018873169,"about_ca_system_score_gemma":0.0027257758,"threshold_uncertainty_score":0.04268849},"labels":[],"label_agreement":null},{"id":"W2106777352","doi":"10.1109/ares.2008.57","title":"A Behavioral Model of Ideologically-motivated &amp;#147;Snowball&amp;#148; Attacks","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Atlantic Canada Opportunities Agency","keywords":"Computer security; Pace; Ideology; Computer science; Cyber threats; The Internet; Set (abstract data type); Internet privacy; Context (archaeology); Conceptual model; Risk analysis (engineering); Business; Politics; Political science; Law","score_opus":0.1004026471374052,"score_gpt":0.30237990792131697,"score_spread":0.20197726078391176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106777352","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":[0.34379035,0.00019502862,0.37891743,0.0077726836,0.000104564286,0.0006786634,0.00045431135,0.00028067522,0.2678063],"genre_scores_gemma":[0.96401834,0.00016159099,0.025242437,0.00038681037,0.000020967153,0.00025808305,0.00011481018,0.000027099479,0.00976989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891245,0.0005740679,0.000041865995,0.00015443785,0.00017116261,0.00014600507],"domain_scores_gemma":[0.9976833,0.00097300374,0.00064715964,0.0002247786,0.00025386727,0.0002178496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015290398,0.0006238201,0.0002978315,0.0010683846,0.0009797249,0.0024765674,0.001101376,0.0023484654,0.0076745707],"category_scores_gemma":[0.0033987984,0.00030342175,0.00058992667,0.00066989963,0.00322941,0.0037778446,0.0011186289,0.001592333,0.0006695703],"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":[0.000043992313,0.0001996535,0.007334553,0.000037433336,0.00002162246,0.00033033954,0.00385454,0.022481782,0.001025036,0.957993,0.0013419419,0.0053361175],"study_design_scores_gemma":[0.00008603751,0.00030643598,0.009778055,0.00011101308,0.000048118818,0.00085271295,0.0051160194,0.44834247,0.00066657475,0.5110717,0.023547698,0.000073177325],"about_ca_topic_score_codex":0.006024961,"about_ca_topic_score_gemma":0.004282855,"teacher_disagreement_score":0.0076745707,"about_ca_system_score_codex":0.0020999997,"about_ca_system_score_gemma":0.0019312083,"threshold_uncertainty_score":0.025673985},"labels":[],"label_agreement":null},{"id":"W2107954152","doi":"","title":"Critical Success Factors Analysis on Effective Information Security Management: A Literature Review","year":2014,"lang":"en","type":"review","venue":"","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Information security management; Information security; Information security management system; Knowledge management; Security information and event management; Security management; Standard of Good Practice; Business; ITIL security management; Critical success factor; Computer science; Risk analysis (engineering); Process management; Computer security; Security service; Cloud computing security; Network security policy","score_opus":0.008541088264312241,"score_gpt":0.31188678437624223,"score_spread":0.30334569611192996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107954152","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":[0.0003759456,0.9976357,0.00040300103,0.00044340309,0.00007843221,0.000018344032,0.00002491595,0.000004954323,0.0010153126],"genre_scores_gemma":[0.0028045035,0.99637467,0.0004882268,0.00011588642,0.000058229074,0.000020109694,0.000024926947,0.0000018879664,0.00011149269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822587,0.00048660886,0.0003279211,0.00021476364,0.00065840123,0.000086417],"domain_scores_gemma":[0.98615545,0.0100239115,0.0009781577,0.00015742537,0.0024565964,0.00022832828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004399415,0.0014561921,0.0022320303,0.011791526,0.00078023033,0.002727699,0.0017231118,0.0017215073,0.003994755],"category_scores_gemma":[0.010625734,0.0007621323,0.0014693934,0.015379653,0.0011236095,0.0035301028,0.0011941491,0.0014431346,0.0008316772],"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":[0.000069620146,0.00012770444,0.0016125852,0.112348005,0.00038103404,0.0002785488,0.0008453594,0.00069369253,0.0004197747,0.008711262,0.014340933,0.86017144],"study_design_scores_gemma":[0.000040765437,0.00028004867,0.014357616,0.2737984,0.0030836451,0.0017253044,0.0033320985,0.0008893301,0.0010264437,0.013175028,0.68813837,0.00015294176],"about_ca_topic_score_codex":0.0063491114,"about_ca_topic_score_gemma":0.009780093,"teacher_disagreement_score":0.011791526,"about_ca_system_score_codex":0.002803356,"about_ca_system_score_gemma":0.008945316,"threshold_uncertainty_score":0.023266613},"labels":[],"label_agreement":null},{"id":"W2109037514","doi":"10.22215/timreview/861","title":"Cybersecurity Skills Training: An Attacker-Centric Gamified Approach","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"IBM; Training (meteorology); Computer security; Focus (optics); Computer science","score_opus":0.052634975247053996,"score_gpt":0.3032232863712266,"score_spread":0.25058831112417257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109037514","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":[0.28180078,0.107951865,0.23752601,0.040964767,0.0016687493,0.00762185,0.00035725906,0.0010309953,0.32107773],"genre_scores_gemma":[0.78305477,0.055274684,0.13711895,0.003519068,0.0002546036,0.004510272,0.00013545023,0.000051648323,0.016080718],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974745,0.0013393151,0.000077948,0.00019088625,0.00066074077,0.00025654357],"domain_scores_gemma":[0.99860245,0.00064289,0.00014225318,0.00005003572,0.00016243158,0.0003999841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041340133,0.00087231566,0.0009703356,0.0021764932,0.0007089265,0.0027502114,0.0021736566,0.001621868,0.009116527],"category_scores_gemma":[0.0036379131,0.00024037641,0.0005609117,0.0011886009,0.0011590652,0.0017084813,0.0038868187,0.001721227,0.0011231268],"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":[0.0005385254,0.008486512,0.0033897439,0.005022676,0.00017155382,0.00018776674,0.0014957563,0.010807271,0.0009226167,0.075630255,0.01111389,0.88223344],"study_design_scores_gemma":[0.0033969227,0.014413327,0.047857255,0.04998228,0.0019608291,0.0021545193,0.010239946,0.12226805,0.0056824954,0.42405653,0.31762546,0.00036240197],"about_ca_topic_score_codex":0.0015841502,"about_ca_topic_score_gemma":0.004484924,"teacher_disagreement_score":0.009116527,"about_ca_system_score_codex":0.002783971,"about_ca_system_score_gemma":0.005210525,"threshold_uncertainty_score":0.030497849},"labels":[],"label_agreement":null},{"id":"W2109535445","doi":"10.1145/2676723.2677290","title":"Teaching Cybersecurity Analysis Skills in the Cloud","year":2015,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"University of Calgary","funders":"National Science Foundation","keywords":"Cloud computing; Computer science; Nature versus nurture; Complement (music); Computer security; Software; Resource (disambiguation); Software engineering; Operating system","score_opus":0.01427830784227641,"score_gpt":0.26253002781518564,"score_spread":0.24825171997290923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109535445","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":[0.8747476,0.00025076576,0.08610001,0.0017248131,0.00008612251,0.00043894444,0.00017542271,0.0012487274,0.035227556],"genre_scores_gemma":[0.91954094,0.0004906526,0.07247573,0.00031613722,0.000026512009,0.00011313393,0.00021350417,0.00018545921,0.006637899],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983531,0.00064897526,0.00004910053,0.00022905285,0.00031491736,0.00040476368],"domain_scores_gemma":[0.9958733,0.0017417124,0.00024988965,0.00044226236,0.00031278422,0.0013799857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020217637,0.0006031035,0.00028796963,0.00049626647,0.0015804704,0.0020985892,0.0012265204,0.00070833054,0.0089846095],"category_scores_gemma":[0.0044820826,0.00032396172,0.000468785,0.0006077454,0.0009703255,0.002370449,0.0028540348,0.0013886496,0.0021658086],"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":[0.0010060834,0.011912399,0.036953766,0.000960149,0.00006550816,0.004033575,0.070851505,0.038582742,0.071810216,0.04170561,0.04043689,0.6816816],"study_design_scores_gemma":[0.00061070436,0.0070290337,0.05258472,0.00097211206,0.0000978999,0.0082389135,0.11474123,0.1337418,0.09805518,0.07625084,0.507234,0.00044364613],"about_ca_topic_score_codex":0.0016341761,"about_ca_topic_score_gemma":0.0049313074,"teacher_disagreement_score":0.0089846095,"about_ca_system_score_codex":0.0009698481,"about_ca_system_score_gemma":0.0022542689,"threshold_uncertainty_score":0.030056477},"labels":[],"label_agreement":null},{"id":"W2111363282","doi":"10.1109/pst.2008.24","title":"IT Security and Privacy Issues in Global Financial Services Institutions: Do Socio-Economic and Cultural Factors Matter?","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Globe; Gross domestic product; Business; Per capita; Work (physics); Audit; Financial services; Product (mathematics); Service (business); Public relations; Marketing; Finance; Accounting; Economic growth; Economics; Political science; Psychology; Engineering; Sociology","score_opus":0.015953236378799557,"score_gpt":0.2684845180020518,"score_spread":0.2525312816232522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111363282","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":[0.99327636,0.00028387405,0.000121954916,0.0018166162,0.0000090112735,0.00000906301,0.000023238154,0.0000015499011,0.0044584614],"genre_scores_gemma":[0.9994295,0.00022218034,0.00003401681,0.00016382223,0.0000069621155,0.0000026591654,0.000011161743,0.0000010940371,0.00012867755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971935,0.001437382,0.00012151261,0.00016711284,0.00043971092,0.00064075564],"domain_scores_gemma":[0.98951167,0.0034865085,0.0045684325,0.00038053264,0.0007674131,0.0012853908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034855886,0.0002710551,0.00024757514,0.0014646637,0.001964798,0.0045651193,0.000295185,0.0006637464,0.002912861],"category_scores_gemma":[0.009353813,0.00017954201,0.0003717682,0.002232008,0.0042025433,0.0032901557,0.0023195015,0.001206662,0.00016143617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006884215,0.0001691813,0.9060928,0.000087823595,0.00005845545,0.00038654127,0.06626446,0.0001347098,0.00023342477,0.0025799982,0.00068185193,0.023241842],"study_design_scores_gemma":[0.000006232038,0.000092757735,0.7864347,0.00011935925,0.00003154656,0.0002506227,0.2080546,0.00024933013,0.0002596815,0.0012097561,0.0032686943,0.000022686452],"about_ca_topic_score_codex":0.008474138,"about_ca_topic_score_gemma":0.012710663,"teacher_disagreement_score":0.008474138,"about_ca_system_score_codex":0.0018580571,"about_ca_system_score_gemma":0.0015147785,"threshold_uncertainty_score":0.01843381},"labels":[],"label_agreement":null},{"id":"W2113147897","doi":"10.1016/j.ijhcs.2009.03.002","title":"Security practitioners in context: Their activities and interactions with other stakeholders within organizations","year":2009,"lang":"en","type":"article","venue":"International Journal of Human-Computer Studies","topic":"Information and Cyber Security","field":"Computer Science","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Usability; Knowledge management; Information security; Computer science; Human-computer interaction in information security; Business; Security service; Software security assurance; Computer security; Human–computer interaction","score_opus":0.035053713886857,"score_gpt":0.30407430080066544,"score_spread":0.2690205869138084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113147897","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":[0.9624568,0.0008473759,0.0033366247,0.011830238,0.0001446749,0.00009239645,0.000034048277,0.000049176648,0.021208687],"genre_scores_gemma":[0.9946654,0.00036160156,0.0009802975,0.0010583578,0.000027029539,0.00005589045,0.000024268344,0.00002733277,0.0027998807],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9721316,0.023407526,0.00042602958,0.0009568212,0.0011649746,0.0019130451],"domain_scores_gemma":[0.94968903,0.02880041,0.004675268,0.0010303983,0.004263391,0.011541444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015086176,0.0005570618,0.00050348626,0.002596496,0.013872237,0.011124635,0.0012503273,0.005458071,0.0055256947],"category_scores_gemma":[0.044062715,0.00071980455,0.0002649005,0.0020388132,0.006481323,0.01000218,0.009656486,0.0050771288,0.0010245669],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005177012,0.00014027381,0.015250435,0.00006520776,0.000011634904,0.0006928641,0.9701375,0.00005483686,0.00089735014,0.0024577745,0.0015932774,0.008647082],"study_design_scores_gemma":[0.000007919688,0.00004905252,0.003284724,0.000056072487,0.00000698417,0.00018250686,0.9832091,0.00012380279,0.00012912395,0.0006955906,0.012242535,0.00001260928],"about_ca_topic_score_codex":0.004281299,"about_ca_topic_score_gemma":0.008483563,"teacher_disagreement_score":0.015086176,"about_ca_system_score_codex":0.003273625,"about_ca_system_score_gemma":0.0062588155,"threshold_uncertainty_score":0.079784274},"labels":[],"label_agreement":null},{"id":"W2119027445","doi":"10.1109/re.2009.41","title":"Finding Defects in Natural Language Confidentiality Requirements","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Victoria","funders":"","keywords":"Computer science; Confidentiality; Traceability; Natural language; Annotation; Normalization (sociology); Requirements analysis; Natural language processing; Requirements traceability; Information retrieval; Software requirements; Requirements engineering; Software; Software engineering; Artificial intelligence; Software development; Requirement; Programming language; Software design; Computer security","score_opus":0.015900733120832847,"score_gpt":0.2883572313396057,"score_spread":0.2724564982187729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119027445","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":[0.7354358,0.00019791008,0.25580767,0.00097626523,0.000050383223,0.00036393147,0.00085700635,0.0034374897,0.0028735015],"genre_scores_gemma":[0.80254054,0.00011545675,0.19388895,0.00015757892,0.000016671205,0.00019056561,0.0013982231,0.0005285862,0.0011634881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99359095,0.0017335812,0.0005222851,0.00080671423,0.0030623216,0.00028412513],"domain_scores_gemma":[0.91878337,0.05526542,0.010544646,0.0057668197,0.009246471,0.00039335014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044397237,0.00056241365,0.00045991925,0.003375085,0.0007373818,0.0012755266,0.0012634083,0.0017337837,0.0011450688],"category_scores_gemma":[0.051095568,0.0004820307,0.00070012576,0.0017524618,0.0012782302,0.0032166815,0.0012266552,0.0012152172,0.00029721254],"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":[0.0008648596,0.0013611239,0.21081917,0.0028086961,0.00021464998,0.016018428,0.02172044,0.08447297,0.08532169,0.0532338,0.015539891,0.5076242],"study_design_scores_gemma":[0.00020585042,0.00064707984,0.080402166,0.0005977911,0.0003261439,0.0096059935,0.014588986,0.6320208,0.16350892,0.06621535,0.03159802,0.00028299954],"about_ca_topic_score_codex":0.004757552,"about_ca_topic_score_gemma":0.005643163,"teacher_disagreement_score":0.004757552,"about_ca_system_score_codex":0.0012608357,"about_ca_system_score_gemma":0.0020279083,"threshold_uncertainty_score":0.02347982},"labels":[],"label_agreement":null},{"id":"W2119129980","doi":"10.5539/cis.v6n3p1","title":"Security of E-Procurement Transactions in Supply Chain Reengineering","year":2013,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":39,"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":"Procurement; Computer science; Business process reengineering; Process management; Supply chain; Purchasing; Computer security; Information security; Business; Business process; Database transaction; Risk analysis (engineering); Industrial organization; Marketing","score_opus":0.006253941378576723,"score_gpt":0.20207049124838142,"score_spread":0.1958165498698047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119129980","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":[0.7684302,0.0043574735,0.1557085,0.004234618,0.00013966773,0.00048509522,0.00016847046,0.0003410795,0.066134855],"genre_scores_gemma":[0.98489064,0.0007559274,0.011923132,0.00007073788,0.000016058586,0.000024818286,0.00006441722,0.000018739685,0.0022354382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9890282,0.005795153,0.00080947025,0.00063810276,0.0028614656,0.000867578],"domain_scores_gemma":[0.9668131,0.019215778,0.0050499984,0.003593201,0.0046573794,0.00067046337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011266977,0.0004337334,0.00046391418,0.0016946767,0.0015717795,0.0072444384,0.00101763,0.0018559591,0.002880955],"category_scores_gemma":[0.027249517,0.00053602265,0.0005472077,0.0019377172,0.0021720345,0.009851484,0.00235297,0.0018133087,0.00067590177],"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":[0.0024245104,0.0007366867,0.093155846,0.0007497722,0.00020162301,0.0028749327,0.0101553695,0.16687986,0.011460224,0.4433749,0.0031982942,0.26478797],"study_design_scores_gemma":[0.00014794676,0.0014234369,0.055703253,0.0014791143,0.0002758127,0.0024964113,0.014986469,0.64866334,0.027367061,0.21058683,0.036509912,0.0003603913],"about_ca_topic_score_codex":0.005996557,"about_ca_topic_score_gemma":0.0032990607,"teacher_disagreement_score":0.011266977,"about_ca_system_score_codex":0.003163184,"about_ca_system_score_gemma":0.0033849652,"threshold_uncertainty_score":0.059586167},"labels":[],"label_agreement":null},{"id":"W2119468697","doi":"10.14257/ijsia.2014.8.1.35","title":"Security Vulnerabilities Tests Generation from SysML and Event-B Models for EMV Cards","year":2014,"lang":"en","type":"article","venue":"International Journal of Security and Its Applications","topic":"Information and Cyber Security","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 de Sherbrooke","funders":"","keywords":"Computer security; Event (particle physics); Computer science; Systems Modeling Language; Unified Modeling Language; Physics; Software; Operating system","score_opus":0.016392998953747007,"score_gpt":0.2724627201691486,"score_spread":0.25606972121540156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119468697","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":[0.0901003,0.00011916054,0.890515,0.00025443273,0.000059446575,0.00039765716,0.0017439018,0.012541487,0.0042686113],"genre_scores_gemma":[0.6069382,0.0002005718,0.38366446,0.00012965842,0.000015470654,0.00058738637,0.003822118,0.0013399313,0.003302275],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812347,0.00069561816,0.0001416213,0.00024431097,0.0006875133,0.00010747115],"domain_scores_gemma":[0.9967963,0.0021249687,0.00028197328,0.00039432588,0.0003545535,0.000047834237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125532,0.00084239146,0.0003024248,0.0015333856,0.00029787153,0.0011228524,0.0007416695,0.0009672476,0.0035596087],"category_scores_gemma":[0.006070993,0.00051654695,0.0010153585,0.00047614786,0.00061796646,0.0011152204,0.00079694553,0.0008940554,0.0006558044],"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":[0.0006778307,0.00049555645,0.009975874,0.00084125256,0.000105500556,0.0025399374,0.0013202274,0.6734416,0.082057945,0.07181511,0.006444632,0.15028453],"study_design_scores_gemma":[0.00007980813,0.00017540058,0.001275637,0.00007106898,0.00004255557,0.00038288656,0.0000979491,0.91104835,0.061769824,0.010907382,0.014106373,0.000042722288],"about_ca_topic_score_codex":0.00355283,"about_ca_topic_score_gemma":0.0030837392,"teacher_disagreement_score":0.0035596087,"about_ca_system_score_codex":0.00094747957,"about_ca_system_score_gemma":0.0011171848,"threshold_uncertainty_score":0.011908114},"labels":[],"label_agreement":null},{"id":"W2121083696","doi":"10.2174/1874110x01206010026","title":"Fuzzy Multi-Criteria Decision-Making for Information Security Risk Assessment","year":2012,"lang":"en","type":"article","venue":"The Open Cybernetics & Systemics Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Fuzzy logic; Risk assessment; Risk analysis (engineering); Artificial intelligence; Computer security; Medicine","score_opus":0.022526025315419432,"score_gpt":0.33485689528396295,"score_spread":0.31233086996854353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121083696","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":[0.017378384,0.0012322908,0.9730856,0.0006173779,0.00010813911,0.00027214232,0.00012240707,0.00007173241,0.007111916],"genre_scores_gemma":[0.5968119,0.0011331574,0.39841858,0.00017395323,0.00013463978,0.00073124823,0.00022799961,0.000025716921,0.00234286],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.993075,0.004848021,0.00027266605,0.00038514286,0.0011607547,0.00025844693],"domain_scores_gemma":[0.99540615,0.0034099256,0.0002915022,0.0001539097,0.0005518659,0.000186608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008732794,0.0014018113,0.0017268298,0.0018202802,0.0013975564,0.0024187888,0.001596077,0.0018768848,0.0039169774],"category_scores_gemma":[0.0092522465,0.0006327568,0.0017643119,0.0020154305,0.001242728,0.0015338148,0.0015089421,0.001836178,0.00037131127],"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":[0.000118529635,0.000103805636,0.00060907763,0.00027984308,0.00014910765,0.00026439253,0.00019447491,0.90370446,0.0007670813,0.0625031,0.0010571195,0.030249],"study_design_scores_gemma":[0.000029267338,0.00007417532,0.00016288225,0.00006216984,0.000031056104,0.000031194693,0.000060486047,0.945937,0.00028244575,0.052077297,0.0012265176,0.000025557167],"about_ca_topic_score_codex":0.0054651625,"about_ca_topic_score_gemma":0.0051283566,"teacher_disagreement_score":0.008732794,"about_ca_system_score_codex":0.0033555417,"about_ca_system_score_gemma":0.0027898997,"threshold_uncertainty_score":0.046184003},"labels":[],"label_agreement":null},{"id":"W2121513440","doi":"10.1145/1280680.1280693","title":"Towards understanding IT security professionals and their tools","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":129,"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; Computer security; Knowledge management","score_opus":0.05636749080771427,"score_gpt":0.297504126140247,"score_spread":0.24113663533253274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121513440","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":[0.8982631,0.004738486,0.052110713,0.017303457,0.00009172086,0.00019328328,0.000069443035,0.00009796026,0.027131686],"genre_scores_gemma":[0.9771946,0.0027069733,0.015464477,0.00156155,0.000034686385,0.00015501864,0.00005544201,0.00002331247,0.0028039815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907713,0.00605667,0.00034967143,0.000659589,0.001060627,0.0011021479],"domain_scores_gemma":[0.9751336,0.018057872,0.0023350776,0.0007837607,0.0020344942,0.0016552063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014748153,0.0007757288,0.00048061207,0.004788297,0.00559299,0.013199406,0.0015420832,0.0047895745,0.0030307353],"category_scores_gemma":[0.022586454,0.00072397635,0.0003222091,0.0029432173,0.012450456,0.020458285,0.0062079723,0.00458847,0.000637539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015188235,0.000094893716,0.0071927346,0.00012989757,0.000002351571,0.00031558654,0.96356755,0.000071469454,0.0007628572,0.012115686,0.0004301647,0.015301647],"study_design_scores_gemma":[0.000011158934,0.000058653157,0.0037432816,0.0002997229,0.0000041348076,0.00042472608,0.94959027,0.0005842925,0.00029779517,0.020078423,0.024890024,0.00001763154],"about_ca_topic_score_codex":0.0063667702,"about_ca_topic_score_gemma":0.007393129,"teacher_disagreement_score":0.014748153,"about_ca_system_score_codex":0.0035837064,"about_ca_system_score_gemma":0.0064719096,"threshold_uncertainty_score":0.07799661},"labels":[],"label_agreement":null},{"id":"W2121957921","doi":"10.2196/ijmr.2137","title":"Assessing and Comparing Information Security in Swiss Hospitals","year":2012,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":15,"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":"Eli Lilly and Company","keywords":"Standardization; Information security; Information security management system; Standard of Good Practice; Information system; Operations management; Computer science; Business; Medicine; Computer security; Engineering; Security service; Security information and event management","score_opus":0.05789781138438913,"score_gpt":0.44222358213801893,"score_spread":0.3843257707536298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121957921","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":[0.99806875,0.00010333828,0.0001460105,0.00012940403,0.000006428666,0.00004723268,0.00019883597,0.000005774546,0.0012942989],"genre_scores_gemma":[0.99935216,0.00006547113,0.00017500711,0.000014800166,0.000005812656,0.00004988563,0.00020888874,0.0000010637873,0.0001270179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953868,0.0020541707,0.0004767323,0.00029235007,0.0011923988,0.00059755216],"domain_scores_gemma":[0.9844881,0.006778332,0.0050749406,0.0003285174,0.002103487,0.0012267075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044351583,0.00035047767,0.0002046526,0.0037049642,0.000618431,0.0011829602,0.0002741202,0.00047659944,0.0035128968],"category_scores_gemma":[0.012162852,0.00011046403,0.00044293463,0.0022888093,0.00090468937,0.0006835395,0.0012041487,0.00027873137,0.00030142395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003176538,0.00021734925,0.97487587,0.00018026175,0.00006200493,0.00017858112,0.005004471,0.00072206603,0.00088062225,0.0004235594,0.0007430357,0.01639456],"study_design_scores_gemma":[0.000012055344,0.00046303007,0.99221766,0.000051230643,0.000016429967,0.00008288318,0.0054097264,0.00048378194,0.00035954642,0.00008410455,0.00080863346,0.000010844022],"about_ca_topic_score_codex":0.007667079,"about_ca_topic_score_gemma":0.0055063097,"teacher_disagreement_score":0.007667079,"about_ca_system_score_codex":0.0025261478,"about_ca_system_score_gemma":0.0018864431,"threshold_uncertainty_score":0.02345562},"labels":[],"label_agreement":null},{"id":"W2122649073","doi":"10.1109/apscc.2008.17","title":"A Service-Oriented Framework for Quantitative Security Analysis of Software Architectures","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Victoria","funders":"","keywords":"Computer science; Software security assurance; Software system; Software engineering; Software development; Computer security; Software; Threat model; Security service; Information security; Operating system","score_opus":0.022204352256776097,"score_gpt":0.2856996906971207,"score_spread":0.2634953384403446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122649073","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":[0.00062072807,0.00020381772,0.9969766,0.0001579542,0.00002157748,0.000049888844,0.000046521298,0.00015175885,0.0017711925],"genre_scores_gemma":[0.07776083,0.0010459753,0.91739684,0.00017553638,0.0001714542,0.0008918699,0.00022424289,0.0001754942,0.0021578714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751365,0.0010604019,0.00019748638,0.00021344534,0.0008507233,0.00016429661],"domain_scores_gemma":[0.99751306,0.0012640519,0.00025805304,0.0005051552,0.00035480538,0.000104842766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049533765,0.0024949436,0.0012447366,0.0036336933,0.0012012835,0.0034669556,0.0024678386,0.001702879,0.0033143533],"category_scores_gemma":[0.005733521,0.0007879325,0.0037250675,0.0033179324,0.0039603566,0.0032035809,0.0016590403,0.0034058592,0.00096730574],"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":[0.0000070740457,0.00003240682,0.00013802953,0.00007962827,0.000028303253,0.000078776255,0.0001416617,0.048333872,0.00107274,0.94078255,0.00061885855,0.008686091],"study_design_scores_gemma":[0.000015119653,0.000034350644,0.00012631335,0.000054714677,0.000030842028,0.00008004133,0.00005390464,0.24761567,0.0007084189,0.7390553,0.012201373,0.000023942017],"about_ca_topic_score_codex":0.0054086647,"about_ca_topic_score_gemma":0.0032109637,"teacher_disagreement_score":0.0054086647,"about_ca_system_score_codex":0.002968432,"about_ca_system_score_gemma":0.0033372194,"threshold_uncertainty_score":0.026196241},"labels":[],"label_agreement":null},{"id":"W2122998872","doi":"10.1109/cse.2009.383","title":"Activity and Artifact Views of a Secure Software Development Process","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Artifact (error); Process (computing); Computer science; Software security assurance; Software development process; Goal-Driven Software Development Process; Software development; Software engineering; Software; Computer security; Artificial intelligence; Information security; Security service; Programming language","score_opus":0.017237806160328387,"score_gpt":0.2614162833456846,"score_spread":0.24417847718535624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122998872","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":[0.011646245,0.0018337156,0.9176286,0.0047277063,0.00016764866,0.00020384898,0.00024292954,0.0005506395,0.06299867],"genre_scores_gemma":[0.31231478,0.00424145,0.66137904,0.00092861324,0.0003432411,0.0010438295,0.00083304796,0.00034401615,0.018572062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.986709,0.007013535,0.0010817536,0.0011068372,0.0035186114,0.000570282],"domain_scores_gemma":[0.98568916,0.006582076,0.0012307683,0.0028475313,0.0024690684,0.0011814282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007941724,0.0015854947,0.0005960393,0.004920703,0.0018804936,0.0130399605,0.0016185297,0.0036129567,0.0042682425],"category_scores_gemma":[0.008521853,0.0011838604,0.0017149567,0.0025681942,0.00928818,0.011519301,0.0040682307,0.005049454,0.0014118764],"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":[0.000033005457,0.00004912287,0.0010690584,0.00015407459,0.000024425894,0.00036164827,0.005040403,0.0032331261,0.0016102929,0.96919507,0.00090703677,0.0183228],"study_design_scores_gemma":[0.00008772998,0.00023452226,0.0025714405,0.0005976173,0.00016972907,0.0013491444,0.0037236807,0.042361878,0.0060189646,0.713529,0.22923367,0.0001226786],"about_ca_topic_score_codex":0.0078465175,"about_ca_topic_score_gemma":0.0040576914,"teacher_disagreement_score":0.0130399605,"about_ca_system_score_codex":0.0024687778,"about_ca_system_score_gemma":0.005350775,"threshold_uncertainty_score":0.042000353},"labels":[],"label_agreement":null},{"id":"W2123059002","doi":"10.1287/mnsc.1070.0794","title":"Security Patch Management: Share the Burden or Share the Damage?","year":2008,"lang":"en","type":"article","venue":"Management Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":158,"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":"Vendor; Context (archaeology); Stackelberg competition; Computer science; Benchmark (surveying); Game theory; Business; Risk analysis (engineering); Economics; Microeconomics; Marketing","score_opus":0.02013907034838517,"score_gpt":0.24210956630629893,"score_spread":0.22197049595791377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123059002","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":[0.35687348,0.0026401544,0.4980597,0.047540117,0.00038560448,0.0005661439,0.00013117932,0.00056644797,0.09323725],"genre_scores_gemma":[0.9778627,0.00054649246,0.015784778,0.00089480204,0.00016295836,0.00009870878,0.000030275725,0.00008288823,0.0045363232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99490476,0.001647071,0.00021963647,0.0010335686,0.0012190739,0.0009758219],"domain_scores_gemma":[0.9894308,0.002798852,0.0025431819,0.0029867662,0.0010038443,0.0012365495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056075817,0.0011334821,0.0013753565,0.0012463946,0.0021029788,0.0048462027,0.0028762522,0.004949068,0.008009501],"category_scores_gemma":[0.019805357,0.0006137681,0.0009148634,0.00079580385,0.0052300943,0.01556101,0.005351567,0.0029778697,0.0009012711],"study_design_candidate":"observational","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":[0.00032000142,0.0005518959,0.015978413,0.00047481776,0.00035830907,0.00083230337,0.002168982,0.070147045,0.0127699515,0.6896319,0.007778108,0.19898826],"study_design_scores_gemma":[0.00013418151,0.00078089646,0.013385841,0.00037582978,0.00024510873,0.0013570682,0.002440661,0.1635284,0.0044304547,0.7900638,0.02312023,0.00013756516],"about_ca_topic_score_codex":0.0016394813,"about_ca_topic_score_gemma":0.0014976904,"teacher_disagreement_score":0.008009501,"about_ca_system_score_codex":0.0026095866,"about_ca_system_score_gemma":0.0029392599,"threshold_uncertainty_score":0.029656053},"labels":[],"label_agreement":null},{"id":"W2124260380","doi":"10.1145/1280680.1280702","title":"Detecting, analyzing and responding to security incidents","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Computer security; Computer science; Security information and event management; Security through obscurity; Security management; Security testing; Risk analysis (engineering); Cloud computing security; Internet privacy; Business; Cloud computing","score_opus":0.010094797007332191,"score_gpt":0.2722697934142826,"score_spread":0.2621749964069504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124260380","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":[0.5939504,0.0035021203,0.36149988,0.00604074,0.00042652656,0.0015711319,0.0015360558,0.00652815,0.024945023],"genre_scores_gemma":[0.8031919,0.001964608,0.1885054,0.000417048,0.000209905,0.00025320993,0.0012335966,0.0001355706,0.00408871],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99199075,0.001841114,0.0009992594,0.0011629092,0.0035315303,0.00047441898],"domain_scores_gemma":[0.9603945,0.018599408,0.009762034,0.0031061673,0.007165689,0.00097223197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041364366,0.0015992351,0.0011258128,0.0051083947,0.0012605715,0.0040285345,0.0017988323,0.0017683922,0.0022038145],"category_scores_gemma":[0.028478801,0.0006724784,0.0005883861,0.0033321402,0.0008778032,0.0044530025,0.0016156704,0.0013056371,0.0014135131],"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":[0.0002696891,0.0008421402,0.23758629,0.0017489819,0.00026678797,0.00040319143,0.003854643,0.010828976,0.019741403,0.0038501516,0.010090751,0.710517],"study_design_scores_gemma":[0.00009153311,0.0022656252,0.56944674,0.0015075961,0.00083490094,0.002824921,0.032497786,0.21607329,0.07316773,0.041782837,0.058988918,0.000518125],"about_ca_topic_score_codex":0.0054698377,"about_ca_topic_score_gemma":0.0063844747,"teacher_disagreement_score":0.0054698377,"about_ca_system_score_codex":0.0009405973,"about_ca_system_score_gemma":0.0022773545,"threshold_uncertainty_score":0.021875858},"labels":[],"label_agreement":null},{"id":"W2128237363","doi":"10.1145/1709424.1709457","title":"An exploration of the current state of information assurance education","year":2010,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Information and Cyber Security","field":"Computer Science","cited_by":44,"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":"Information assurance; Curriculum; Government (linguistics); Information security; Engineering management; Program assurance; Information technology; Computer science; Quality assurance; Knowledge management; Business; Public relations; Engineering; Political science; Computer security; Operations management","score_opus":0.012075157353617158,"score_gpt":0.2582837157291871,"score_spread":0.24620855837556996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128237363","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":[0.026727624,0.16551746,0.029194064,0.6331129,0.002551373,0.00012525369,0.00039636213,0.0004395336,0.14193535],"genre_scores_gemma":[0.69074374,0.18109256,0.06217482,0.050277933,0.0018561297,0.00032170065,0.00070714543,0.00022788139,0.012598172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9643154,0.014783142,0.003498776,0.0024146147,0.012767459,0.002220593],"domain_scores_gemma":[0.9117413,0.04696714,0.0059765507,0.0056202947,0.025235973,0.0044588298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03438822,0.00035222835,0.0005261209,0.006614124,0.0051509463,0.018787168,0.0029615993,0.004905203,0.004532976],"category_scores_gemma":[0.05651295,0.00050796283,0.0006087747,0.009708472,0.011487756,0.027771816,0.0054386663,0.0104461955,0.0012007876],"study_design_candidate":"qualitative","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":[0.000025798936,0.00016987155,0.0035313915,0.0013696192,0.000011315468,0.00007552749,0.0059349607,0.0006422303,0.00040785913,0.49347413,0.0304162,0.46394122],"study_design_scores_gemma":[0.000019755918,0.0001994927,0.009207056,0.011044601,0.000022284634,0.00026574748,0.024571538,0.0025565084,0.0011426895,0.23810625,0.71273315,0.00013091549],"about_ca_topic_score_codex":0.014622326,"about_ca_topic_score_gemma":0.015706118,"teacher_disagreement_score":0.03438822,"about_ca_system_score_codex":0.015108036,"about_ca_system_score_gemma":0.027882475,"threshold_uncertainty_score":0.1818645},"labels":[],"label_agreement":null},{"id":"W2128413331","doi":"10.1145/2576757","title":"Risk Mitigation Decisions for IT Security","year":2014,"lang":"en","type":"article","venue":"ACM Transactions on Management Information Systems","topic":"Information and Cyber Security","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 Alberta","funders":"","keywords":"Heuristics; Workflow; Risk analysis (engineering); Computer science; Risk management; Control (management); IT risk management; Information flow; Security controls; Reduction (mathematics); Set (abstract data type); Quality (philosophy); Risk assessment; Computer security; Business; Finance; Mathematics","score_opus":0.013153492589366834,"score_gpt":0.24107009261463908,"score_spread":0.22791660002527225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128413331","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":[0.14474933,0.0032610972,0.72791094,0.01995431,0.00030900957,0.0004217019,0.00021011697,0.00041650046,0.102767065],"genre_scores_gemma":[0.9050086,0.001328846,0.08684847,0.00032621046,0.00007843392,0.00011563979,0.000074677904,0.00004992872,0.006169135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963921,0.0017488598,0.00011675004,0.00031313192,0.0009709543,0.00045828256],"domain_scores_gemma":[0.9963057,0.0017532603,0.00066238723,0.00031861287,0.0005934119,0.00036664493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043418068,0.00094745785,0.0004902815,0.0014228676,0.0016091696,0.005432346,0.001041523,0.0019905732,0.0065548127],"category_scores_gemma":[0.01119293,0.00044616906,0.00059409905,0.0010046815,0.0018589824,0.0048679025,0.0022723058,0.0026236,0.00062124955],"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":[0.00014075499,0.00020560142,0.0044636372,0.00023503182,0.0001175571,0.00028811794,0.0008134734,0.3655651,0.0030285462,0.475994,0.007022732,0.14212546],"study_design_scores_gemma":[0.000039524144,0.00020237915,0.0017938976,0.0002504883,0.000063954394,0.00013598111,0.0020705843,0.26425394,0.0026137023,0.7049269,0.023583725,0.00006506258],"about_ca_topic_score_codex":0.003560976,"about_ca_topic_score_gemma":0.0049059014,"teacher_disagreement_score":0.0065548127,"about_ca_system_score_codex":0.0032274383,"about_ca_system_score_gemma":0.0073301583,"threshold_uncertainty_score":0.023416817},"labels":[],"label_agreement":null},{"id":"W2130463662","doi":"10.1109/re.2008.32","title":"Selecting Security Patterns that Fulfill Security Requirements","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":54,"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 security model; Security service; Security information and event management; Security testing; Cloud computing security; Security through obscurity; Security engineering; Software security assurance; Computer security; Selection (genetic algorithm); Information security; Cloud computing; Artificial intelligence","score_opus":0.03374151258665916,"score_gpt":0.2534274244132124,"score_spread":0.21968591182655325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130463662","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":[0.28216678,0.00089393795,0.68687946,0.002740287,0.00014854489,0.0017959573,0.0015262748,0.0028685348,0.020980278],"genre_scores_gemma":[0.44341052,0.0007285003,0.546687,0.0005096712,0.0000649626,0.0007874067,0.0030372685,0.00050403253,0.0042706314],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99317694,0.0019071212,0.000997755,0.00077102735,0.0025679767,0.00057921075],"domain_scores_gemma":[0.988167,0.0050018146,0.0014235553,0.0017386347,0.0031240033,0.00054488314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003995186,0.001616429,0.0011039332,0.004183988,0.0010461026,0.0018863766,0.0011686817,0.0012355568,0.003254537],"category_scores_gemma":[0.018189773,0.00061271316,0.0013699012,0.0025589252,0.000748054,0.0032616789,0.0017303713,0.0011484518,0.0013066013],"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":[0.0012097355,0.0013114634,0.07002813,0.002165709,0.0006242403,0.003462645,0.0020842757,0.0277121,0.08819443,0.048184197,0.014087551,0.7409356],"study_design_scores_gemma":[0.0007657111,0.0029970712,0.042840015,0.0016338559,0.0013969906,0.012739516,0.009118909,0.4073033,0.13038304,0.2541606,0.13628338,0.00037758032],"about_ca_topic_score_codex":0.0010776966,"about_ca_topic_score_gemma":0.0021726359,"teacher_disagreement_score":0.004183988,"about_ca_system_score_codex":0.0006092028,"about_ca_system_score_gemma":0.0019777901,"threshold_uncertainty_score":0.021128774},"labels":[],"label_agreement":null},{"id":"W2132228477","doi":"10.1109/ares.2008.138","title":"VEA-bility Security Metric: A Network Security Analysis Tool","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute for Materials Science; Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Metric (unit); Computer science; Network security; Network administrator; Data mining; Computer security; Engineering","score_opus":0.011500001883013904,"score_gpt":0.23019140629944176,"score_spread":0.21869140441642787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132228477","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":[0.09234195,0.0010322043,0.88539755,0.0007859488,0.000163485,0.0005035697,0.0014946996,0.0053642257,0.012916416],"genre_scores_gemma":[0.7649968,0.0002583752,0.23123719,0.0001899911,0.000076654265,0.00047907757,0.0012330124,0.00029747398,0.0012313508],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9896852,0.0037155547,0.0009847982,0.0008255523,0.004429266,0.00035959212],"domain_scores_gemma":[0.95442027,0.028070629,0.006351303,0.0038824682,0.0063859834,0.0008892607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008612282,0.0015590963,0.0010086986,0.0103206495,0.0013783008,0.0035092665,0.0015991231,0.0011678587,0.00390872],"category_scores_gemma":[0.046153143,0.0003907543,0.0007200018,0.003247607,0.0018031227,0.0077866716,0.0021769353,0.0021285983,0.00083548867],"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":[0.0011324551,0.000774368,0.056630038,0.0013578987,0.0008105979,0.0004059866,0.0013757775,0.19944896,0.028165396,0.14941925,0.019299548,0.5411798],"study_design_scores_gemma":[0.00007727963,0.0010635231,0.019654546,0.00024127589,0.00021076169,0.0012824856,0.0005992827,0.8107376,0.02690851,0.11588287,0.022926554,0.00041537097],"about_ca_topic_score_codex":0.0010230303,"about_ca_topic_score_gemma":0.0009081907,"teacher_disagreement_score":0.0103206495,"about_ca_system_score_codex":0.0016609669,"about_ca_system_score_gemma":0.0011699543,"threshold_uncertainty_score":0.04554659},"labels":[],"label_agreement":null},{"id":"W2136201515","doi":"10.1145/1641587.1641594","title":"A case study of enterprise identity management system adoption in an insurance organization","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Software deployment; Identity management; Focus (optics); Identity (music); Computer science; Enterprise system; Point (geometry); Process management; Knowledge management; Business; Computer security; Access control; Software engineering","score_opus":0.010045387605262907,"score_gpt":0.24244877658608657,"score_spread":0.23240338898082366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136201515","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":[0.9868897,0.00012173216,0.0041699414,0.0017720695,0.00001590071,0.00011285873,0.000025561729,0.00003170828,0.0068605896],"genre_scores_gemma":[0.9917612,0.00018779348,0.0057686665,0.00023268975,0.000011227192,0.000063392,0.000028319742,0.000013931751,0.0019326649],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920691,0.0053756116,0.00025777577,0.00036190017,0.001006726,0.00092878204],"domain_scores_gemma":[0.9852444,0.0097492775,0.001533857,0.00086502155,0.0010977885,0.0015096499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067444276,0.00041460394,0.0003864736,0.0014069331,0.009123551,0.0028539386,0.0016951462,0.003699496,0.0021507915],"category_scores_gemma":[0.012235015,0.0004095739,0.00041046864,0.0016648942,0.0029284747,0.0029734971,0.0027392558,0.002630648,0.00032412578],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058090605,0.0047358014,0.13992336,0.0006078752,0.00008877315,0.102016486,0.5790872,0.0086018555,0.011498831,0.04272175,0.006925641,0.103211515],"study_design_scores_gemma":[0.000112156915,0.0026515408,0.05633529,0.0006028833,0.000093880386,0.024797475,0.79844284,0.024391599,0.009750335,0.0053991396,0.07724436,0.0001785241],"about_ca_topic_score_codex":0.012272922,"about_ca_topic_score_gemma":0.019380681,"teacher_disagreement_score":0.012272922,"about_ca_system_score_codex":0.0044050138,"about_ca_system_score_gemma":0.0027556797,"threshold_uncertainty_score":0.035668373},"labels":[],"label_agreement":null},{"id":"W2136222807","doi":"10.1109/ares.2008.75","title":"Boosting Markov Reward Models for Probabilistic Security Evaluation by Characterizing Behaviors of Attacker and Defender","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Waterloo","funders":"","keywords":"Computer science; Dependability; Probabilistic logic; Computer security; TRACE (psycholinguistics); Markov decision process; Context (archaeology); Markov chain; Markov process; Artificial intelligence; Machine learning; Mathematics","score_opus":0.042484789567298634,"score_gpt":0.27491063811327177,"score_spread":0.23242584854597315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136222807","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":[0.028304653,0.0002992307,0.9686571,0.00028185075,0.000022577547,0.00007456267,0.00012850916,0.00040576037,0.0018257842],"genre_scores_gemma":[0.86519223,0.00045701102,0.1309893,0.00016807091,0.00007399723,0.00023802939,0.00027256054,0.00013090837,0.0024779483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975587,0.0011772527,0.000094136616,0.00041113968,0.0004921617,0.00026654685],"domain_scores_gemma":[0.98698694,0.010243644,0.0011390892,0.00052073476,0.00075557,0.0003541074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004257515,0.0016953584,0.001604594,0.0013552881,0.0004445367,0.0015528374,0.0016309229,0.0012403688,0.0024866788],"category_scores_gemma":[0.01648192,0.0008192983,0.0013471107,0.00076820725,0.0011876746,0.002309184,0.0012835714,0.0025675274,0.00041291444],"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":[0.00004145602,0.000032987253,0.0007896341,0.000028794282,0.000022129325,0.000025159985,0.000030252337,0.9770345,0.00036896722,0.015371434,0.00020896837,0.0060457694],"study_design_scores_gemma":[0.000002015115,0.000008619189,0.000058894504,0.0000028570284,0.000004312039,0.0000033215392,0.0000016660846,0.99476624,0.00008654092,0.005010757,0.00005200332,0.000002850483],"about_ca_topic_score_codex":0.00794553,"about_ca_topic_score_gemma":0.010048525,"teacher_disagreement_score":0.00794553,"about_ca_system_score_codex":0.0029993425,"about_ca_system_score_gemma":0.0019579718,"threshold_uncertainty_score":0.022516131},"labels":[],"label_agreement":null},{"id":"W2137960395","doi":"10.1111/joms.12120","title":"Why and How Do Employees Break and Bend Confidential Information Protection Rules?","year":2014,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Information and Cyber Security","field":"Computer Science","cited_by":81,"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; University of the Fraser Valley","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Confidentiality; Function (biology); Work (physics); Forcing (mathematics); Business; Scholarship; Compliance (psychology); Public relations; Bent molecular geometry; Knowledge management; Computer science; Law; Computer security; Political science; Psychology; Social psychology; Engineering","score_opus":0.013015757078747796,"score_gpt":0.23400800991806378,"score_spread":0.22099225283931598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137960395","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":[0.96918565,0.00034264172,0.0067573288,0.010222429,0.00013235047,0.00003372152,0.000034371275,0.00011342689,0.013178006],"genre_scores_gemma":[0.99621385,0.00011513027,0.0013767239,0.0011955653,0.000017513772,0.000015761187,0.0000227039,0.000017769144,0.0010249424],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9865019,0.0066350712,0.00093510794,0.0013261526,0.0029851214,0.0016165663],"domain_scores_gemma":[0.9307961,0.030365836,0.016657334,0.009442721,0.008616258,0.004121739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013270771,0.00023388903,0.00029704656,0.0008163032,0.0033834553,0.007534686,0.0011767761,0.0031443331,0.0019606058],"category_scores_gemma":[0.068875365,0.00047557682,0.00033791127,0.00078328274,0.0043894183,0.0038404816,0.002146321,0.0036564295,0.0007023511],"study_design_candidate":"qualitative","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":[0.00041289267,0.0008170022,0.53842044,0.00033774634,0.00017759156,0.00091841945,0.17226455,0.0014518915,0.007839971,0.021615952,0.018266248,0.23747721],"study_design_scores_gemma":[0.00009823854,0.0007214742,0.38506046,0.00092986395,0.00016130252,0.0012552105,0.4478638,0.008118927,0.012949436,0.058100928,0.084369086,0.00037123507],"about_ca_topic_score_codex":0.00426428,"about_ca_topic_score_gemma":0.004298455,"teacher_disagreement_score":0.013270771,"about_ca_system_score_codex":0.0019366376,"about_ca_system_score_gemma":0.0026788383,"threshold_uncertainty_score":0.07018334},"labels":[],"label_agreement":null},{"id":"W2142551657","doi":"10.1109/cse.2009.484","title":"Effects of Individual and Organization Based Beliefs and the Moderating Role of Work Experience on Insiders' Good Security Behaviors","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Compliance (psychology); Affect (linguistics); Psychology; Work (physics); Information security; Knowledge management; Moderation; Social psychology; Structural equation modeling; Business; Computer science; Engineering; Computer security","score_opus":0.003450750312830193,"score_gpt":0.19942857287459695,"score_spread":0.19597782256176677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142551657","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":[0.99871075,0.000049126596,0.00016407843,0.00007256903,0.000004593591,0.0000070222072,0.000011905327,0.0000025536333,0.0009772683],"genre_scores_gemma":[0.99954575,0.0000299467,0.000113585695,0.000016128955,0.000004367297,0.000006730497,0.000013407446,0.0000011388473,0.00026881974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973213,0.0012361121,0.0001764825,0.00032611957,0.00049502065,0.0004449303],"domain_scores_gemma":[0.96881884,0.019796243,0.006695137,0.0015108802,0.00076496595,0.002413934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025010065,0.00042291952,0.00026995077,0.00056575,0.0007057771,0.0013197252,0.00033416165,0.0005629902,0.0046573486],"category_scores_gemma":[0.009873416,0.00023056476,0.00052682846,0.00031070883,0.00096219475,0.0006304053,0.0011461497,0.0010817163,0.00018882932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027766346,0.0010192394,0.9757007,0.000061211635,0.00018720473,0.00022246702,0.007594438,0.00018867335,0.0014617911,0.0004229718,0.00008116396,0.012782628],"study_design_scores_gemma":[0.000006665816,0.00034559664,0.9939312,0.000025001043,0.000044790366,0.00004937858,0.004664489,0.00029023175,0.00027192017,0.00015639683,0.00020636841,0.000008069262],"about_ca_topic_score_codex":0.001804772,"about_ca_topic_score_gemma":0.0027413666,"teacher_disagreement_score":0.0046573486,"about_ca_system_score_codex":0.00039379287,"about_ca_system_score_gemma":0.0006584991,"threshold_uncertainty_score":0.015580416},"labels":[],"label_agreement":null},{"id":"W2143472739","doi":"10.5555/2017470.2017476","title":"User participation in information systems security risk management","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":291,"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":"Information security; Information security management; Business; Knowledge management; Security management; Information security audit; Security information and event management; Security controls; Context (archaeology); Control (management); Public relations; Cloud computing security; Computer security; Security service; Computer science; Political science; Network security policy; Finance","score_opus":0.004523529900313278,"score_gpt":0.22482853983857448,"score_spread":0.22030500993826121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143472739","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":[0.99709857,0.000043454325,0.0007699275,0.00015237101,0.0000033497354,0.000033136108,0.000005348917,0.000003650829,0.0018903422],"genre_scores_gemma":[0.9993513,0.000035265854,0.00028857842,0.00003453362,0.0000037268078,0.0000305638,0.0000049152454,0.000001660932,0.00024942344],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.973943,0.020829966,0.0007291591,0.00073301326,0.0024647263,0.001300135],"domain_scores_gemma":[0.9329566,0.048631586,0.009419369,0.0020560736,0.0043584174,0.0025779377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017000698,0.00032091784,0.00041037236,0.0016046468,0.0029160883,0.0036079409,0.0006101941,0.0010251577,0.0015763479],"category_scores_gemma":[0.038073473,0.0003521773,0.0003780221,0.0010223653,0.0023788083,0.00263778,0.0027497488,0.0010986128,0.00020036353],"study_design_candidate":"observational","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":[0.00026760623,0.00075229956,0.41587943,0.00015403384,0.000033364548,0.00033378694,0.5331112,0.00020817743,0.0014273932,0.002267128,0.00022737756,0.045338336],"study_design_scores_gemma":[0.000042293395,0.002045178,0.39232224,0.0002633194,0.000076038654,0.00086816715,0.58887374,0.002424679,0.002582005,0.0019425919,0.008450516,0.000109244895],"about_ca_topic_score_codex":0.0025568546,"about_ca_topic_score_gemma":0.0023487892,"teacher_disagreement_score":0.017000698,"about_ca_system_score_codex":0.001447517,"about_ca_system_score_gemma":0.0021208348,"threshold_uncertainty_score":0.089909315},"labels":[],"label_agreement":null},{"id":"W2143588516","doi":"10.1109/worldcis17046.2011.5749893","title":"A software application to analyze the effects of temporal and environmental metrics on overall CVSS v2 score","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"Computer science; Software; Data mining; Programming language","score_opus":0.009093555373931157,"score_gpt":0.2026681103305829,"score_spread":0.19357455495665174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143588516","genre_codex":"empirical","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51759213,0.00010977369,0.40201014,0.00013706513,0.000053975666,0.00095183216,0.0019424999,0.07258805,0.004614535],"genre_scores_gemma":[0.630667,0.00009324919,0.35964867,0.000077904595,0.000018900528,0.0009834502,0.0022205054,0.0024812524,0.0038090888],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99888235,0.00031574574,0.00008494348,0.00023088315,0.00039126023,0.00009477721],"domain_scores_gemma":[0.9933153,0.0043710554,0.00060292066,0.0005208263,0.0010567117,0.0001331382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020890585,0.0011599471,0.000514164,0.002336933,0.00043318592,0.00067885395,0.0006243304,0.00063166535,0.0028891608],"category_scores_gemma":[0.0101528,0.00039611137,0.0006551445,0.0015367585,0.00037609861,0.00063260004,0.00076188287,0.00058728544,0.00076486904],"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":[0.002281699,0.0013329275,0.09937545,0.0008652123,0.00064381026,0.0017350622,0.0019442147,0.20518382,0.1254299,0.0057066665,0.013679572,0.5418217],"study_design_scores_gemma":[0.00023483347,0.0015969451,0.075352706,0.00005104564,0.00015947725,0.0007324328,0.0001937767,0.8568519,0.056017064,0.0026803138,0.0060080225,0.00012147533],"about_ca_topic_score_codex":0.0032093145,"about_ca_topic_score_gemma":0.0024657464,"teacher_disagreement_score":0.0032093145,"about_ca_system_score_codex":0.0003811767,"about_ca_system_score_gemma":0.0007661953,"threshold_uncertainty_score":0.011048079},"labels":[],"label_agreement":null},{"id":"W2143900028","doi":"10.19173/irrodl.v14i5.1632","title":"Security risks and protection in online learning: A survey","year":2013,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Information and Cyber Security","field":"Computer Science","cited_by":94,"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":"SAFER; Usability; Internet privacy; Computer science; Online learning; Security awareness; Computer security; Information security; Security through obscurity; Security information and event management; Cloud computing security; World Wide Web; Human–computer interaction","score_opus":0.14050049079037286,"score_gpt":0.4287796499304636,"score_spread":0.2882791591400907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143900028","genre_codex":"empirical","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":[0.9735815,0.008744952,0.0015968368,0.0030500488,0.00005852347,0.00012466504,0.00082465005,0.00004549405,0.0119733075],"genre_scores_gemma":[0.9840417,0.011906574,0.0009458125,0.0008791367,0.000043142412,0.0000762411,0.0003923128,0.000011708153,0.0017034669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596256,0.0014039368,0.0006675695,0.00028999159,0.001325379,0.00035050852],"domain_scores_gemma":[0.9778681,0.012764778,0.0045019346,0.00048384455,0.003074358,0.0013070129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005285226,0.00015840089,0.0003960576,0.0029561596,0.00057907414,0.0015328345,0.0003083272,0.0008974099,0.0018633406],"category_scores_gemma":[0.01543436,0.00026887248,0.00039603494,0.0031979338,0.00055014866,0.0035414987,0.00084876356,0.0011110266,0.0006536953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011487104,0.00060472696,0.7749237,0.000983863,0.00007800589,0.00036903276,0.014617625,0.00028373,0.00062348595,0.0013771813,0.0097461445,0.1962776],"study_design_scores_gemma":[0.000011543083,0.0010440706,0.8802013,0.0012691098,0.000062921936,0.0017964786,0.047264803,0.0009155668,0.0006173267,0.00063422543,0.06613068,0.00005198801],"about_ca_topic_score_codex":0.0015245418,"about_ca_topic_score_gemma":0.0015146169,"teacher_disagreement_score":0.005285226,"about_ca_system_score_codex":0.0006663472,"about_ca_system_score_gemma":0.0009663151,"threshold_uncertainty_score":0.02795124},"labels":[],"label_agreement":null},{"id":"W214594197","doi":"","title":"Information security investment with different information types: A two-firm analysis","year":2005,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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 Alberta","funders":"","keywords":"Business; Investment (military); Information security; Fixed asset; Asset (computer security); Industrial organization; Microeconomics; Finance; Economics; Computer security; Production (economics); Computer science","score_opus":0.0060859858147649945,"score_gpt":0.2173503514549166,"score_spread":0.2112643656401516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W214594197","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":[0.9601785,0.00083850214,0.019297943,0.0015715972,0.000045843444,0.00024439613,0.0010956752,0.000108652726,0.016618889],"genre_scores_gemma":[0.98938584,0.0003020944,0.0032914968,0.00012263346,0.000034297675,0.000102894744,0.00038031448,0.000010925479,0.006369446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99789125,0.0006641295,0.00006945864,0.00026220817,0.00020401481,0.0009089719],"domain_scores_gemma":[0.9835755,0.011041732,0.0026221536,0.0008714954,0.000581319,0.0013076721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004002684,0.001134061,0.0024767725,0.0023595057,0.0012629781,0.004504784,0.0021918642,0.003638337,0.016434435],"category_scores_gemma":[0.009405612,0.00081919134,0.0022638321,0.0018070939,0.0023299416,0.0037064818,0.0028547838,0.0034175003,0.0007929497],"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":[0.002289437,0.002097164,0.05444153,0.0003685518,0.0008025903,0.0021382547,0.00028660803,0.7785679,0.0043698777,0.13443515,0.003204933,0.016998107],"study_design_scores_gemma":[0.00054003746,0.00076578226,0.019458665,0.00004560794,0.00046909263,0.00020756679,0.0005686555,0.95439,0.001237649,0.020871755,0.0012947255,0.0001504905],"about_ca_topic_score_codex":0.02007616,"about_ca_topic_score_gemma":0.01369827,"teacher_disagreement_score":0.02007616,"about_ca_system_score_codex":0.0044830972,"about_ca_system_score_gemma":0.0014821253,"threshold_uncertainty_score":0.05497867},"labels":[],"label_agreement":null},{"id":"W2149581646","doi":"10.3844/jcssp.2010.808.812","title":"Dominant Factors in National Information Security Policies","year":2010,"lang":"en","type":"article","venue":"Journal of Computer Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"China; National security; Order (exchange); Security policy; Computer science; European union; Computer security; Political science; Business; International trade; Finance","score_opus":0.00812372854012392,"score_gpt":0.25173990291591625,"score_spread":0.24361617437579233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149581646","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":[0.47166678,0.0063404236,0.09254233,0.026297623,0.00026457285,0.0013728483,0.0011580156,0.00015221928,0.4002052],"genre_scores_gemma":[0.9784977,0.0013841394,0.014775125,0.0005635527,0.00004238339,0.00017620802,0.0001419615,0.000020315847,0.0043987497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9832703,0.004762017,0.0013781004,0.0016102238,0.0065984083,0.0023810596],"domain_scores_gemma":[0.96742076,0.01609095,0.004971005,0.0016884999,0.008223404,0.00160545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018360289,0.00070821244,0.0007077196,0.0055143605,0.0044623176,0.008340829,0.001162792,0.0012127518,0.0046927184],"category_scores_gemma":[0.033943214,0.0004217761,0.00079781294,0.006486708,0.005917665,0.0070138676,0.0034301924,0.0023392877,0.00032598327],"study_design_candidate":"qualitative","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":[0.00008148246,0.00013703307,0.04453015,0.00079743646,0.0001425795,0.00039336018,0.008967727,0.0060315807,0.00065645715,0.8632404,0.0037075933,0.071314074],"study_design_scores_gemma":[0.000059785223,0.00014225088,0.07942047,0.0024290208,0.0002470438,0.0008566979,0.03598105,0.016118258,0.0023192924,0.75243944,0.10984765,0.00013903278],"about_ca_topic_score_codex":0.025289005,"about_ca_topic_score_gemma":0.022459136,"teacher_disagreement_score":0.025289005,"about_ca_system_score_codex":0.021817751,"about_ca_system_score_gemma":0.021251062,"threshold_uncertainty_score":0.15829962},"labels":[],"label_agreement":null},{"id":"W2150175719","doi":"10.17705/1cais.01403","title":"Economics of IT Security Management: Four Improvements to Current Security Practices","year":2004,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":76,"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":"Current (fluid); Security management; Computer security; Computer science; Business; Engineering; Electrical engineering","score_opus":0.03293794658069764,"score_gpt":0.2952331269677754,"score_spread":0.2622951803870778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150175719","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":[0.053024285,0.09568457,0.27061555,0.3568872,0.004159648,0.00056993536,0.00028828692,0.00038912927,0.21838145],"genre_scores_gemma":[0.72519195,0.08959452,0.14498638,0.008907414,0.0050989883,0.00050986966,0.000113021015,0.00016944198,0.02542849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938366,0.0023965668,0.0002821029,0.00029935854,0.002804084,0.0003813774],"domain_scores_gemma":[0.99007004,0.005014775,0.0009402403,0.0009996743,0.0025073385,0.00046795182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008095085,0.001362232,0.000640919,0.0038118712,0.0018938495,0.009817254,0.0014798075,0.003075241,0.004002319],"category_scores_gemma":[0.014606491,0.000706644,0.0010010684,0.0034695428,0.0075712833,0.017663052,0.0041470453,0.004840625,0.000650766],"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":[0.00006250907,0.0001517694,0.0025120853,0.0003860948,0.000042388587,0.00008362388,0.00035689445,0.0075698732,0.00028035228,0.8489204,0.006887595,0.13274643],"study_design_scores_gemma":[0.00003803986,0.00016925341,0.0087829335,0.0009771377,0.00005455353,0.00015657667,0.0018416104,0.014081008,0.00076874986,0.8724161,0.100596294,0.0001177972],"about_ca_topic_score_codex":0.0055982117,"about_ca_topic_score_gemma":0.0065540606,"teacher_disagreement_score":0.011871991,"about_ca_system_score_codex":0.011871991,"about_ca_system_score_gemma":0.008399825,"threshold_uncertainty_score":0.08613777},"labels":[],"label_agreement":null},{"id":"W2151936469","doi":"10.1109/ntms.2008.ecp.9","title":"A Heuristic Approach to Minimum-Cost Network Hardening Using Attack Graph","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":19,"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","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Proposition; Computer science; Heuristic; Negation; Exponential function; Mathematical optimization; Theoretical computer science; Hardening (computing); Mathematics; Artificial intelligence; Programming language","score_opus":0.060921367287093325,"score_gpt":0.2661659933606918,"score_spread":0.20524462607359847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151936469","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":[0.022754807,0.00022420418,0.9709372,0.0003776643,0.000031986943,0.00022510767,0.000087954075,0.00055815035,0.0048028827],"genre_scores_gemma":[0.24755678,0.00028579775,0.7485261,0.00016556044,0.00003718056,0.0002602146,0.0002839073,0.00015960225,0.0027248226],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994368,0.00018624024,0.000024968263,0.00012111072,0.00012899893,0.000101809565],"domain_scores_gemma":[0.9986148,0.00093181164,0.00011114892,0.000118209704,0.00015311805,0.000070861955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091241545,0.0014225941,0.0010157548,0.0018607989,0.0007691728,0.0009787692,0.0017909297,0.0013069148,0.005786037],"category_scores_gemma":[0.0026988229,0.0005936196,0.0008734504,0.001234669,0.0009616755,0.0020755206,0.0011071803,0.0012935448,0.000394009],"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":[0.0000889372,0.00016679113,0.00042074893,0.00021847304,0.000051109466,0.00016482957,0.00010307043,0.8400555,0.005295251,0.035318956,0.0032452475,0.11487096],"study_design_scores_gemma":[0.000037922742,0.00007298097,0.00012577517,0.000017856124,0.000027388622,0.000093210205,0.000072386865,0.9683331,0.0019510821,0.027492099,0.001762945,0.000013215846],"about_ca_topic_score_codex":0.002682715,"about_ca_topic_score_gemma":0.0038417245,"teacher_disagreement_score":0.005786037,"about_ca_system_score_codex":0.0014403077,"about_ca_system_score_gemma":0.0020380197,"threshold_uncertainty_score":0.019356191},"labels":[],"label_agreement":null},{"id":"W2152029757","doi":"10.1109/ias.2008.38","title":"An Efficient Approach to Minimum-Cost Network Hardening Using Attack Graphs","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Scalability; Binary decision diagram; Exploit; Hardening (computing); Theoretical computer science; Time complexity; Distributed computing; Algorithm; Computer security; Database","score_opus":0.050188385360191996,"score_gpt":0.27355504451240903,"score_spread":0.22336665915221704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152029757","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":[0.0062820977,0.00015531854,0.99049115,0.00012426917,0.000018418597,0.00008053141,0.00005997762,0.0002922096,0.002495951],"genre_scores_gemma":[0.27647948,0.00052495115,0.7173074,0.000115739866,0.00004680721,0.00032137227,0.00029673037,0.00020356514,0.0047038794],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999281,0.00021984817,0.000030817537,0.00012634478,0.000258005,0.0000839752],"domain_scores_gemma":[0.9986191,0.0009251323,0.00011296631,0.00014633559,0.00015668584,0.000039773906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007472168,0.0013304505,0.0012154423,0.0014361263,0.00057974184,0.0011054329,0.0014835946,0.0008434959,0.005209825],"category_scores_gemma":[0.0028544758,0.00057083694,0.0010073272,0.0011694005,0.0007621029,0.0015594453,0.0011068876,0.0015841328,0.0005736743],"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":[0.00004559541,0.000055372435,0.00016397506,0.00017778389,0.0000307723,0.000066260254,0.000046900943,0.85957247,0.004074411,0.033910744,0.0016482302,0.10020745],"study_design_scores_gemma":[0.000017089853,0.000040585397,0.00007461893,0.000015885333,0.000014814879,0.00004780241,0.000016002185,0.954877,0.0020443571,0.0408953,0.001946787,0.000009729372],"about_ca_topic_score_codex":0.00180509,"about_ca_topic_score_gemma":0.0026062834,"teacher_disagreement_score":0.005209825,"about_ca_system_score_codex":0.0011153086,"about_ca_system_score_gemma":0.0013969756,"threshold_uncertainty_score":0.017428637},"labels":[],"label_agreement":null},{"id":"W2160045272","doi":"10.1109/ccece.2006.277727","title":"Security Design Patterns: Survey and Evaluation","year":2006,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer science; Context (archaeology); Software security assurance; Software design pattern; Field (mathematics); Set (abstract data type); Architecture; Quality (philosophy); Data science; Software; Data mining; Computer security; Information security; Security service; Geography","score_opus":0.03532373110368572,"score_gpt":0.2678348115062269,"score_spread":0.23251108040254118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160045272","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":[0.47660574,0.26513657,0.19614643,0.004964001,0.0004041387,0.0019213759,0.003077613,0.0026676322,0.049076546],"genre_scores_gemma":[0.6617442,0.15298954,0.17272003,0.00082742586,0.00019463414,0.00089787284,0.0054923827,0.00053319713,0.004600683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9653765,0.007723912,0.005424502,0.0021780024,0.018603126,0.00069399364],"domain_scores_gemma":[0.8591932,0.08602641,0.01177958,0.009343256,0.03169671,0.0019609206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019391637,0.0012562919,0.001544516,0.01373334,0.000730878,0.0030640764,0.0023235846,0.0013118027,0.0020992025],"category_scores_gemma":[0.08128124,0.00075640617,0.0010487414,0.017487742,0.0009717381,0.0052519315,0.0014527183,0.0009907599,0.0006941021],"study_design_candidate":"observational","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":[0.00040256922,0.0006111904,0.028985148,0.005286356,0.00018835704,0.00006295683,0.0007471341,0.0045560696,0.0019170505,0.004628932,0.003616631,0.9489977],"study_design_scores_gemma":[0.0009371733,0.016366491,0.2439083,0.02843891,0.0035470459,0.0059946636,0.010347135,0.1520892,0.07620148,0.031992313,0.4294928,0.0006844531],"about_ca_topic_score_codex":0.0030730346,"about_ca_topic_score_gemma":0.00304494,"teacher_disagreement_score":0.019391637,"about_ca_system_score_codex":0.0025623378,"about_ca_system_score_gemma":0.002831019,"threshold_uncertainty_score":0.10255402},"labels":[],"label_agreement":null},{"id":"W2160369157","doi":"","title":"Wild, Unsubstantiated Predictions: The Future of Computer and Network Security","year":2012,"lang":"en","type":"article","venue":"Journal of military and strategic studies","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Foolishness; Epitome; Oracle; Speculation; Delphi; Task (project management); History; Political science; Computer science; Management; Economics; Literature; Art; Software engineering","score_opus":0.02079592326629228,"score_gpt":0.24930694744091844,"score_spread":0.22851102417462615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160369157","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022549696,0.028731612,0.016159153,0.80861527,0.0048248256,0.000021939484,0.0001804408,0.00009647317,0.118820526],"genre_scores_gemma":[0.90289444,0.02780517,0.0058853086,0.04091773,0.0049875565,0.00005014075,0.00013198692,0.00010064697,0.017227136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761474,0.001641219,0.000034641092,0.00017459324,0.00035802674,0.00017678208],"domain_scores_gemma":[0.9930607,0.0048553473,0.00041478703,0.00038110002,0.00076950295,0.0005185785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004398371,0.00051217194,0.0002820854,0.0012480096,0.0041878438,0.010364566,0.000918163,0.003423859,0.005691987],"category_scores_gemma":[0.012766584,0.00024908382,0.0002896415,0.001393801,0.014761775,0.025295028,0.0024790238,0.0071534896,0.0009315725],"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":[0.00003362374,0.000018553039,0.0007745857,0.00004011888,0.000009013127,0.00012852326,0.00314397,0.0010983987,0.00007327289,0.912217,0.064958476,0.01750447],"study_design_scores_gemma":[0.0000034543607,0.000010614255,0.0005344879,0.00011512489,0.0000033173974,0.000052673087,0.006270461,0.0018835544,0.0000793318,0.93873537,0.052294757,0.000016739385],"about_ca_topic_score_codex":0.0043566884,"about_ca_topic_score_gemma":0.0069790133,"teacher_disagreement_score":0.010364566,"about_ca_system_score_codex":0.0037984918,"about_ca_system_score_gemma":0.0030705067,"threshold_uncertainty_score":0.027560055},"labels":[],"label_agreement":null},{"id":"W2161404485","doi":"10.1109/pst.2011.5971976","title":"Model-based systems security quantification","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer science; Probabilistic logic; Systems Modeling Language; Model checking; Computer security model; Cryptographic protocol; Threat model; Formal verification; Computer security; Formal methods; Adversarial system; Unified Modeling Language; Software engineering; Cryptography; Theoretical computer science; Programming language; Artificial intelligence; Software","score_opus":0.05239902078392342,"score_gpt":0.241718428143689,"score_spread":0.18931940735976557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161404485","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":[0.004432693,0.00018626524,0.9909093,0.0002704236,0.000020982136,0.0000785403,0.00006558397,0.00042207135,0.0036142191],"genre_scores_gemma":[0.34144753,0.00065942877,0.6538721,0.00018826027,0.00008217598,0.0005312999,0.00020447974,0.00026812148,0.00274658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98233217,0.0058920165,0.0011053164,0.0012430488,0.008787057,0.0006403093],"domain_scores_gemma":[0.98536485,0.008335335,0.0011903468,0.003482147,0.00148204,0.00014521209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011764292,0.0017824323,0.0010271061,0.0026577648,0.0008961009,0.003983687,0.0021172625,0.0013767829,0.0035529498],"category_scores_gemma":[0.025667487,0.0011637765,0.00234965,0.0014863195,0.0031650506,0.0072792578,0.0046537025,0.003811451,0.0005248117],"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":[0.000032971817,0.000044064695,0.00072681793,0.00027689495,0.00008649106,0.00010211431,0.0002905215,0.15854935,0.0033074124,0.7990791,0.00080639037,0.036697846],"study_design_scores_gemma":[0.000024437508,0.000096318756,0.00028748365,0.0002042655,0.00010346372,0.00014837692,0.00007869476,0.45037633,0.0072277556,0.5293434,0.012064499,0.00004499021],"about_ca_topic_score_codex":0.0016861124,"about_ca_topic_score_gemma":0.0015357651,"teacher_disagreement_score":0.011764292,"about_ca_system_score_codex":0.002832868,"about_ca_system_score_gemma":0.0023067675,"threshold_uncertainty_score":0.062216222},"labels":[],"label_agreement":null},{"id":"W2162079475","doi":"10.1108/10264116200800003","title":"Investigating Perceived Security Threats of Computerized Accounting Information Systems An Empirical Research applied on Jordanian banking sector","year":2008,"lang":"en","type":"article","venue":"Journal of economic and administrative sciences.","topic":"Information and Cyber Security","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 Windsor","funders":"","keywords":"Business; Accounting; Password; Empirical research; Accidental; Face (sociological concept); Accounting information system; Information security; Computer security; Computer science","score_opus":0.1511662840143617,"score_gpt":0.37445201237004316,"score_spread":0.22328572835568147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162079475","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":[0.99852633,0.00008246876,0.00008532689,0.00010296413,0.0000022982892,0.000011459939,0.000010093214,9.4850566e-7,0.0011780519],"genre_scores_gemma":[0.9995436,0.00013364988,0.00011281981,0.000035582216,0.0000036935894,0.00000636163,0.000014653847,4.2654094e-7,0.00014923236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972784,0.0011776336,0.00023010367,0.00012166118,0.0009243273,0.0002678355],"domain_scores_gemma":[0.9763924,0.008123491,0.009465305,0.00072552735,0.0041939276,0.001099211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036683378,0.00030647297,0.00023755485,0.0013432973,0.0009965915,0.0018447075,0.00021603591,0.00046813616,0.0020978334],"category_scores_gemma":[0.014683152,0.00018273249,0.00025092947,0.001076456,0.00093511445,0.0014621455,0.0007545405,0.0006544028,0.00018658621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001501225,0.0006285482,0.93778145,0.00027643028,0.00006248411,0.0004131451,0.025396977,0.00042844767,0.001901918,0.0011798374,0.00046824428,0.03131235],"study_design_scores_gemma":[0.000011937483,0.000772354,0.9237678,0.0002078055,0.000040166662,0.0007008191,0.068421684,0.0015494396,0.001344313,0.00039407017,0.0027639968,0.000025610376],"about_ca_topic_score_codex":0.0015732275,"about_ca_topic_score_gemma":0.001657179,"teacher_disagreement_score":0.0036683378,"about_ca_system_score_codex":0.0008250342,"about_ca_system_score_gemma":0.0013143083,"threshold_uncertainty_score":0.019400239},"labels":[],"label_agreement":null},{"id":"W2163585539","doi":"10.2498/cit.1002237","title":"Relationships Between Relevant Contextual Influences and Information Security Threats and Controls in Global Financial Services Industry","year":2013,"lang":"en","type":"article","venue":"Journal of Computing and Information Technology","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Transparency (behavior); Information security; Business; Information security management; Financial security; Accounting; Financial services; Computer security; Finance; Public relations; Computer science; Security information and event management; Cloud computing security; Political science","score_opus":0.007957427670754004,"score_gpt":0.23867604012825427,"score_spread":0.23071861245750028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163585539","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":[0.99712306,0.00009992551,0.0000773475,0.00021830444,0.0000030036992,0.00000849162,0.000024482875,0.0000015344101,0.0024438298],"genre_scores_gemma":[0.9997904,0.000059667123,0.00004412095,0.000023093233,0.0000024608526,0.0000034000627,0.00001794285,7.7103e-7,0.000058199457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713033,0.0013865682,0.00024364766,0.0002758184,0.00052456313,0.0004390338],"domain_scores_gemma":[0.9753509,0.011564068,0.008927466,0.0008247711,0.0011482033,0.0021845633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022930577,0.00018538458,0.00019783927,0.0014199304,0.0010722905,0.0025447782,0.0002890776,0.0005811019,0.0030074683],"category_scores_gemma":[0.013658957,0.0001668256,0.00029837433,0.0016721841,0.0023325447,0.00093060726,0.0021271028,0.0010030278,0.000112263864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054345408,0.00025234805,0.98519903,0.00004028583,0.000044235207,0.0002014578,0.0066200895,0.00026439616,0.00021582082,0.0016122942,0.00012987794,0.005365764],"study_design_scores_gemma":[0.0000033479769,0.00005740214,0.9837397,0.000060331815,0.000024964796,0.00006591451,0.0141692,0.00032828207,0.0001467194,0.00057570694,0.00081547286,0.000012881378],"about_ca_topic_score_codex":0.010582979,"about_ca_topic_score_gemma":0.01825809,"teacher_disagreement_score":0.010582979,"about_ca_system_score_codex":0.0015561774,"about_ca_system_score_gemma":0.0019130318,"threshold_uncertainty_score":0.021042764},"labels":[],"label_agreement":null},{"id":"W2164950619","doi":"10.1109/isa.2008.105","title":"An Organizational Framework for Building Secure Software","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Software development; Software security assurance; Software; Package development process; Process (computing); Process management; Software engineering; Computer security; Software construction; Engineering; Information security; Security service; Operating system","score_opus":0.013304452135398298,"score_gpt":0.254743215617905,"score_spread":0.24143876348250667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164950619","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":[0.008201067,0.0003327621,0.9306163,0.0069077103,0.00009271329,0.00039754843,0.000047542646,0.00036738967,0.053036872],"genre_scores_gemma":[0.23085752,0.00077355036,0.7571305,0.00060979964,0.00010515403,0.0009949649,0.0002241421,0.00012614489,0.009178261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9906489,0.004617107,0.00068526424,0.0010439081,0.0022211096,0.00078367774],"domain_scores_gemma":[0.9912834,0.0021820026,0.000961253,0.0019659677,0.0019255867,0.0016818194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012887924,0.00085375924,0.00045633764,0.004198564,0.0047452357,0.009336627,0.0026131757,0.0033055458,0.00422617],"category_scores_gemma":[0.008847827,0.0006926249,0.0011093387,0.0023865178,0.011716999,0.008539485,0.0059424974,0.0038002697,0.0015367768],"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":[0.0000027696456,0.000030252999,0.00036484824,0.00003263177,0.000009383755,0.00011177635,0.0012034379,0.003576944,0.00031582062,0.9855138,0.0009879536,0.007850324],"study_design_scores_gemma":[0.000027687369,0.00008712712,0.0005857452,0.00029303643,0.00002101378,0.00024073322,0.0029106147,0.021685516,0.0006920463,0.85977006,0.113633,0.00005345504],"about_ca_topic_score_codex":0.006933396,"about_ca_topic_score_gemma":0.0058235643,"teacher_disagreement_score":0.012887924,"about_ca_system_score_codex":0.004508891,"about_ca_system_score_gemma":0.014769412,"threshold_uncertainty_score":0.068158686},"labels":[],"label_agreement":null},{"id":"W2167476007","doi":"10.1504/ijmc.2014.064915","title":"Understanding user behaviour in coping with security threats of mobile device loss and theft","year":2014,"lang":"en","type":"article","venue":"International Journal of Mobile Communications","topic":"Information and Cyber Security","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":"McMaster University","funders":"Fudan University; University of Michigan","keywords":"Coping (psychology); Information security; Internet privacy; Perception; Mobile device; Vulnerability (computing); Computer security; Computer science; Business; Psychology; World Wide Web","score_opus":0.04928391759704715,"score_gpt":0.31828558735290563,"score_spread":0.2690016697558585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167476007","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":[0.9977428,0.000046728794,0.0008810272,0.0001400428,0.0000019602985,0.00001181632,0.000007587816,0.000004691126,0.001163514],"genre_scores_gemma":[0.9994242,0.000061420185,0.00030919918,0.000031311836,9.091939e-7,0.000006930295,0.000009144064,0.0000010971553,0.00015572962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992083,0.00045266812,0.000038435603,0.00005391799,0.0001233688,0.00012329927],"domain_scores_gemma":[0.99692446,0.0017129515,0.0007206515,0.00013962336,0.00028419888,0.00021812988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014512843,0.0002816858,0.0002152306,0.0006260137,0.0004830979,0.0016985728,0.0002479829,0.0007475263,0.0011515871],"category_scores_gemma":[0.0065094787,0.00022108392,0.0004454058,0.00026659403,0.00070034363,0.0015675983,0.00082864665,0.00066326454,0.00022649267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021146382,0.0008169383,0.79883105,0.00016704714,0.000095792624,0.00051210594,0.14686856,0.0009719194,0.0066765924,0.0021169093,0.00027116822,0.042460382],"study_design_scores_gemma":[0.0000150859305,0.0008267197,0.8547481,0.00013472821,0.00010172341,0.00074871245,0.1261283,0.012167816,0.0012328399,0.0017122239,0.0021180143,0.00006571297],"about_ca_topic_score_codex":0.0025854746,"about_ca_topic_score_gemma":0.0030851231,"teacher_disagreement_score":0.0025854746,"about_ca_system_score_codex":0.00042911194,"about_ca_system_score_gemma":0.00042027465,"threshold_uncertainty_score":0.0076752305},"labels":[],"label_agreement":null},{"id":"W2183446534","doi":"","title":"THE EFFECTS OF NATIONAL CULTURE ON THE ASSESSMENT OF INFORMATION SECURITY THREATS AND CONTROLS IN FINANCIAL SERVICES INDUSTRY","year":2014,"lang":"en","type":"article","venue":"Int. J. Electron. Bus. Manag.","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Uncertainty avoidance; Hofstede's cultural dimensions theory; Information security; Collectivism; Individualism; National security; Femininity; Public relations; Business; Knowledge management; Political science; Psychology; Social psychology; Computer security; Computer science; Law","score_opus":0.002579353924772421,"score_gpt":0.22908179237205992,"score_spread":0.22650243844728749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2183446534","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":[0.99323285,0.00016682415,0.00016310395,0.00025626787,0.000012559822,0.00000935229,0.000012552732,0.0000011742359,0.006145291],"genre_scores_gemma":[0.9994703,0.000111085224,0.00008578027,0.00006486314,0.0000038745234,0.0000074275335,0.0000097796255,0.000001929226,0.00024498385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99167836,0.0047479393,0.0006873568,0.00043838675,0.0017234294,0.00072463485],"domain_scores_gemma":[0.96563643,0.017587716,0.008903972,0.001748804,0.0041820365,0.0019410884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008852202,0.00023817604,0.00025938195,0.0012352308,0.002332538,0.003937294,0.00043465392,0.0003289005,0.0024452077],"category_scores_gemma":[0.022987433,0.00019167624,0.000295833,0.0013984111,0.003638233,0.0016735293,0.003216411,0.0011819719,0.00017132681],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001688419,0.0002709,0.7858367,0.00013640232,0.00009482678,0.00032467986,0.16892922,0.00016288673,0.0007385135,0.0028706684,0.00042202772,0.04004435],"study_design_scores_gemma":[0.000005341206,0.00016130132,0.67731726,0.00023534673,0.000041457697,0.00020609652,0.3166707,0.00038636613,0.0008850759,0.0006254504,0.0034263832,0.000039267157],"about_ca_topic_score_codex":0.01305925,"about_ca_topic_score_gemma":0.019657467,"teacher_disagreement_score":0.01305925,"about_ca_system_score_codex":0.0027409967,"about_ca_system_score_gemma":0.0021457411,"threshold_uncertainty_score":0.046815455},"labels":[],"label_agreement":null},{"id":"W2184406634","doi":"10.5281/zenodo.3264296","title":"Searching for the Right Fit: A Case Study of IT Security Management Model Tradeoffs","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer security model; Usability; Security information and event management; Knowledge management; Security management; Process management; Business; Computer science; Cloud computing security; Computer security","score_opus":0.04629427971990241,"score_gpt":0.2798242973722008,"score_spread":0.23353001765229842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184406634","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":[0.9815671,0.00010185444,0.008840613,0.0023206815,0.00001777143,0.00019033598,0.000043894117,0.000039880226,0.0068778344],"genre_scores_gemma":[0.9847986,0.000143038,0.012966016,0.00026234807,0.000011284542,0.00015016066,0.0000491787,0.000050620998,0.0015687952],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9709852,0.02218101,0.00079549605,0.0011761077,0.0026457617,0.0022164884],"domain_scores_gemma":[0.93449837,0.04810635,0.004726239,0.004173812,0.0046701543,0.0038249707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023999102,0.0011664178,0.0007596069,0.0020652863,0.012697062,0.0067986744,0.0035659636,0.0065830923,0.0028499286],"category_scores_gemma":[0.063950844,0.0010320672,0.00089948624,0.0027672958,0.005373868,0.0077098836,0.0049012755,0.005273221,0.0004924217],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010026565,0.0067811892,0.07467822,0.00066073204,0.00016931645,0.042821575,0.7043247,0.014388717,0.0071338406,0.05953645,0.0069784387,0.08152423],"study_design_scores_gemma":[0.00033129303,0.0032206187,0.021026166,0.0006113712,0.00014586477,0.0098403385,0.8397538,0.050420143,0.008956279,0.019405892,0.046033252,0.00025501425],"about_ca_topic_score_codex":0.0074346615,"about_ca_topic_score_gemma":0.017486382,"teacher_disagreement_score":0.023999102,"about_ca_system_score_codex":0.007910412,"about_ca_system_score_gemma":0.004237489,"threshold_uncertainty_score":0.12692094},"labels":[],"label_agreement":null},{"id":"W2184923175","doi":"","title":"Emerging Issues in Responsible Vulnerability Disclosure.","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":40,"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":"Vendor; Vulnerability (computing); Business; Computer security; Incentive; Vulnerability assessment; Work (physics); Internet privacy; Computer science; Marketing; Economics; Engineering; Psychology","score_opus":0.012675952387974148,"score_gpt":0.28828126760252215,"score_spread":0.275605315214548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184923175","genre_codex":"commentary","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":[0.028995486,0.10606696,0.08975785,0.65099424,0.0027322108,0.00006233537,0.00019090509,0.00009421099,0.12110586],"genre_scores_gemma":[0.8414265,0.08395908,0.019349046,0.032385536,0.010785315,0.00017247339,0.000121750796,0.000091871305,0.011708493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9880854,0.0050383094,0.0005309486,0.0019288982,0.003305794,0.0011106337],"domain_scores_gemma":[0.88223267,0.09692072,0.0075719752,0.004232231,0.0062505505,0.0027918317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020694405,0.0005871794,0.000879124,0.0015187416,0.0034011463,0.009542786,0.0031313968,0.0119119175,0.008279433],"category_scores_gemma":[0.04428532,0.00052506785,0.0010630788,0.0022071146,0.01584082,0.01965577,0.004393986,0.012056744,0.0008269606],"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":[0.000018758148,0.000048917107,0.00084932346,0.00013910225,0.0000127504745,0.0001208629,0.0004705257,0.0015552016,0.000102036734,0.9650949,0.008715878,0.022871679],"study_design_scores_gemma":[0.000014167455,0.000023589346,0.00080251484,0.00016881786,0.000009027706,0.0002242374,0.0011364975,0.004502108,0.00014504639,0.9615138,0.031434465,0.000025736137],"about_ca_topic_score_codex":0.002583429,"about_ca_topic_score_gemma":0.0020103296,"teacher_disagreement_score":0.020694405,"about_ca_system_score_codex":0.006935284,"about_ca_system_score_gemma":0.0047167526,"threshold_uncertainty_score":0.109443784},"labels":[],"label_agreement":null},{"id":"W2187876642","doi":"10.1007/978-3-319-24912-4_15","title":"Describing Early Security Requirements Using Use Case Maps","year":2015,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer science; Metamodeling; Usability; Software engineering; Non-functional requirement; Software security assurance; Requirements elicitation; Functional requirement; Security testing; Security engineering; Requirements analysis; Computer security model; Software development; Software; Security service; Security information and event management; Computer security; Information security; Programming language; Software construction; Cloud computing security; Human–computer interaction","score_opus":0.09930801027156809,"score_gpt":0.2850977133612816,"score_spread":0.1857897030897135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187876642","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":[0.023274828,0.00055577455,0.85798126,0.0011147545,0.00013914128,0.00077436736,0.0012723547,0.0037945486,0.11109298],"genre_scores_gemma":[0.25035155,0.0014312404,0.6786835,0.00043704553,0.00006916562,0.0010340424,0.003643255,0.0030905504,0.061259583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99610573,0.00085462444,0.0003465604,0.00028504425,0.0019794959,0.00042843886],"domain_scores_gemma":[0.9917446,0.0050968123,0.00041867915,0.0009952686,0.0015795935,0.0001650687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002786662,0.0016467551,0.00049185613,0.0042027566,0.0015122397,0.007204039,0.002088964,0.002433281,0.016325066],"category_scores_gemma":[0.011226741,0.0016056502,0.0014172015,0.0027065086,0.001665014,0.0084518185,0.0029930964,0.0041015064,0.004805539],"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":[0.00015421116,0.00026959795,0.0025773998,0.0010575954,0.000041725198,0.0056710537,0.011144859,0.02685603,0.023101462,0.6561486,0.018287601,0.25468987],"study_design_scores_gemma":[0.000033670538,0.00010418484,0.0017278359,0.0013000799,0.00009563894,0.0035299014,0.0043017315,0.100706644,0.040830314,0.27113065,0.5760904,0.00014903978],"about_ca_topic_score_codex":0.0068529528,"about_ca_topic_score_gemma":0.0067550666,"teacher_disagreement_score":0.016325066,"about_ca_system_score_codex":0.0022559317,"about_ca_system_score_gemma":0.0021786825,"threshold_uncertainty_score":0.054612756},"labels":[],"label_agreement":null},{"id":"W2188042936","doi":"","title":"The supervision of research projects entailing computer risks within an academic context: the case of École Polytechnique de Montréal","year":2009,"lang":"en","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Information and Cyber Security","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":"Context (archaeology); Confidentiality; Institution; Reputation; Business; Academic institution; Information system; Data breach; Information security; Internet privacy; Public relations; Computer science; Computer security; Political science; Library science; Law","score_opus":0.033990890180445425,"score_gpt":0.3108010862667867,"score_spread":0.2768101960863413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188042936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6519831,0.004920107,0.028049625,0.12294053,0.00072257913,0.0026574787,0.00066547934,0.0005298906,0.18753123],"genre_scores_gemma":[0.95682245,0.00087153894,0.0059721037,0.004662197,0.000115314455,0.0003518155,0.00014420385,0.00004923439,0.031011129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9723345,0.012658455,0.00075967173,0.0028035173,0.004720822,0.006723015],"domain_scores_gemma":[0.926943,0.020863526,0.005664767,0.004105708,0.016559714,0.025863277],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021229243,0.00059244706,0.00039524402,0.0018030395,0.024318924,0.009250878,0.0039145113,0.0060451864,0.0059154923],"category_scores_gemma":[0.026359018,0.00071634504,0.00072624977,0.0027157331,0.014110216,0.002689391,0.0060127964,0.0051195207,0.0006592036],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000705919,0.0012719358,0.18405755,0.0008406244,0.00029398612,0.047936667,0.19020724,0.0075836345,0.015013979,0.34594527,0.0653156,0.14082755],"study_design_scores_gemma":[0.00025043567,0.0006647701,0.19395164,0.0006832953,0.00013214021,0.004054898,0.09732965,0.0058976226,0.004477676,0.012892511,0.6792403,0.00042509107],"about_ca_topic_score_codex":0.83875966,"about_ca_topic_score_gemma":0.8909755,"teacher_disagreement_score":0.97877073,"about_ca_system_score_codex":0.07075382,"about_ca_system_score_gemma":0.18802987,"threshold_uncertainty_score":0.5133573},"labels":[],"label_agreement":null},{"id":"W2188361334","doi":"","title":"IEEE International Conference on Intelligence and Security Informatics (ISI 2010) May 23-26, 2010, The Fairmont Waterfront Hotel, Vancouver, B.C., Canada Theme: Public Safety and Security","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Homeland security; Atlanta; Law enforcement; Library science; Terrorism; Political science; Computer security; Public relations; Computer science; Metropolitan area; Law; Medicine","score_opus":0.01956248449292843,"score_gpt":0.22905910618611627,"score_spread":0.20949662169318783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188361334","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":[0.022840204,0.10987796,0.10195904,0.041022103,0.059900016,0.0010797527,0.01102919,0.013489092,0.6388027],"genre_scores_gemma":[0.020748476,0.038194582,0.018360287,0.0024315468,0.0031775741,0.0002081732,0.015859185,0.00087697787,0.90014327],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918157,0.00010475326,0.00004047817,0.000112487425,0.000412496,0.00014821177],"domain_scores_gemma":[0.9984396,0.00012026789,0.000040360417,0.00013451984,0.0007195314,0.0005457195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016601788,0.0012264852,0.0012637688,0.0015954359,0.0012150933,0.005129461,0.0011260669,0.0014091992,0.12366965],"category_scores_gemma":[0.0019467525,0.00040137963,0.0004166599,0.001720638,0.00066670234,0.00306082,0.0024888797,0.0025745586,0.08537168],"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":[0.00005147133,0.00005357319,0.00038994715,0.00009793144,0.000010819682,0.000050887924,0.00009236009,0.00017566624,0.0010178342,0.00161638,0.8809576,0.11548561],"study_design_scores_gemma":[0.000009531846,0.000029491795,0.0012298119,0.00017523115,0.000016397915,0.00015118727,0.00025891952,0.0017494246,0.00058007066,0.0019183534,0.99386394,0.000017668171],"about_ca_topic_score_codex":0.014492112,"about_ca_topic_score_gemma":0.04948414,"teacher_disagreement_score":0.9855079,"about_ca_system_score_codex":0.0017118745,"about_ca_system_score_gemma":0.0037406443,"threshold_uncertainty_score":0.4137162},"labels":[],"label_agreement":null},{"id":"W2189328059","doi":"","title":"Social-cognitive mechanisms and counterproductive computer security behaviors (CCSB): an analysis of links","year":2019,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social cognitive theory; Psychology; Cognition; Outcome (game theory); Partial least squares regression; Social psychology; Applied psychology; Observational study; Knowledge management; Computer science; Economics; Statistics; Mathematics","score_opus":0.0053515189701558216,"score_gpt":0.19374314358024602,"score_spread":0.1883916246100902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2189328059","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":[0.9936499,0.0002971258,0.0012411103,0.00024393447,0.0000058251185,0.000048876394,0.000081002785,0.000014646162,0.004417596],"genre_scores_gemma":[0.9988372,0.00016995943,0.00061010855,0.000019391242,0.0000039079987,0.000049231174,0.000051277926,0.000004033148,0.00025486574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732,0.0010506533,0.00019254649,0.00029993028,0.00083844824,0.00029845568],"domain_scores_gemma":[0.9404306,0.042412512,0.010733755,0.0013590566,0.0031198335,0.0019441751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047264667,0.0005575553,0.00033658117,0.0051690796,0.0011749777,0.002529909,0.0007660402,0.00077795255,0.006113062],"category_scores_gemma":[0.027206134,0.0003551409,0.00094580697,0.0032136526,0.0025811852,0.001906064,0.0031034579,0.0013816555,0.0002512486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058876656,0.00027947774,0.9699885,0.00013413363,0.00019711292,0.00014772343,0.0072733383,0.00037688768,0.00029661524,0.0026873986,0.00009385557,0.018465998],"study_design_scores_gemma":[0.000005328681,0.00013911478,0.988242,0.000085547545,0.00009698199,0.00015430915,0.0071181506,0.0014724556,0.00018168992,0.001791634,0.0006973706,0.000015281588],"about_ca_topic_score_codex":0.0077116056,"about_ca_topic_score_gemma":0.0077329,"teacher_disagreement_score":0.0077116056,"about_ca_system_score_codex":0.0021232693,"about_ca_system_score_gemma":0.003337291,"threshold_uncertainty_score":0.02499628},"labels":[],"label_agreement":null},{"id":"W2208596391","doi":"10.1016/j.cose.2015.11.001","title":"Taxonomy of information security risk assessment (ISRA)","year":2015,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":198,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Taxonomy (biology); Asset (computer security); Risk assessment; Computer science; Risk analysis (engineering); IT risk management; Information security; Information security management; Security management; Risk management; Threat; Factor analysis of information risk; Knowledge management; Standard of Good Practice; Security information and event management; Computer security; Risk management information systems; Information system; Business; Management information systems; Security service; Cloud computing security; Finance; Engineering","score_opus":0.017636479221386822,"score_gpt":0.2431691983509228,"score_spread":0.22553271912953599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208596391","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":[0.0105752675,0.026576485,0.7119817,0.007032816,0.00092303305,0.0015338734,0.0016805644,0.0026353109,0.23706089],"genre_scores_gemma":[0.21261115,0.033232223,0.71621495,0.0019234186,0.0011225763,0.0016278416,0.003427181,0.0003026092,0.029538011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9851703,0.004377561,0.0024877263,0.0009316597,0.0064390856,0.0005936191],"domain_scores_gemma":[0.9822365,0.006410571,0.0023012925,0.0023122523,0.006161591,0.0005778266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00842298,0.0021411616,0.0012904701,0.0152765,0.0020028339,0.0107131,0.003036436,0.002744317,0.008111447],"category_scores_gemma":[0.018521363,0.0006074926,0.0025491961,0.010328157,0.0036779377,0.008940422,0.0031643708,0.0036721635,0.004388395],"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":[0.00003414244,0.00014772163,0.0033875387,0.0012150051,0.00010714863,0.00021198846,0.00089192484,0.0057696835,0.0010515188,0.7751404,0.017395677,0.19464728],"study_design_scores_gemma":[0.000021554082,0.00025376957,0.0035046726,0.0026330396,0.00014476104,0.0021020218,0.0019327295,0.025391126,0.0017953055,0.60485977,0.35723978,0.00012150523],"about_ca_topic_score_codex":0.003215457,"about_ca_topic_score_gemma":0.0025074934,"teacher_disagreement_score":0.0152765,"about_ca_system_score_codex":0.0034644194,"about_ca_system_score_gemma":0.0048421663,"threshold_uncertainty_score":0.04454553},"labels":[],"label_agreement":null},{"id":"W2227418377","doi":"10.5539/mas.v10n2p123","title":"Organizational Characteristics Role in the Implementation of Information Security in Knowledge Management with a Focus on Employee Safety Behavior","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Information and Cyber Security","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":"Knowledge management; Business; Information security; Organizational learning; Computer science; Computer security","score_opus":0.005890823532552635,"score_gpt":0.2341222719169513,"score_spread":0.22823144838439868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227418377","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":[0.9843933,0.00031598122,0.0015241032,0.0010175526,0.000014818748,0.0000533048,0.00002867043,0.000012298619,0.012639955],"genre_scores_gemma":[0.998809,0.00009307968,0.0003701739,0.000044497803,0.0000046658715,0.000009258033,0.000016178372,0.0000016942819,0.00065153907],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971095,0.0012115554,0.0001832919,0.00021369322,0.00078382733,0.0004981716],"domain_scores_gemma":[0.9812672,0.0068912487,0.006136655,0.0007840073,0.0024121425,0.002508724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002301475,0.00014371534,0.00012889486,0.00081142044,0.0009326489,0.002141388,0.00036974277,0.00048801317,0.0018882962],"category_scores_gemma":[0.00929259,0.00012736082,0.00019844477,0.00067866826,0.0007556522,0.0011140067,0.0010714781,0.00049858005,0.00024221944],"study_design_candidate":"qualitative","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":[0.00018269231,0.0014349679,0.8607214,0.00033890342,0.00017589953,0.00046897325,0.014734148,0.0010913672,0.0031033934,0.008070986,0.0013899407,0.108287305],"study_design_scores_gemma":[0.00001958715,0.00032866548,0.9759454,0.00014819624,0.00007568416,0.00022484371,0.012243635,0.0010656838,0.0011776218,0.0020789797,0.0066667553,0.000024949992],"about_ca_topic_score_codex":0.0025178576,"about_ca_topic_score_gemma":0.0036629671,"teacher_disagreement_score":0.0025178576,"about_ca_system_score_codex":0.0015272574,"about_ca_system_score_gemma":0.0038227544,"threshold_uncertainty_score":0.012171507},"labels":[],"label_agreement":null},{"id":"W2231981006","doi":"10.1007/978-3-319-04612-9_5","title":"Linear-Time Network Hardening","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Hardening (computing); Interdependence; Firewall (physics); Computer science; Distributed computing; Mathematical optimization; Computer security; Operations research; Mathematics; Materials science","score_opus":0.011373987112002729,"score_gpt":0.21869828319944826,"score_spread":0.20732429608744551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231981006","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":[0.04009772,0.0021347273,0.81496304,0.0018370771,0.00094081124,0.00015576766,0.0003816328,0.004426999,0.13506228],"genre_scores_gemma":[0.7011554,0.002040411,0.15375106,0.0008113959,0.0005953628,0.00022088799,0.00084615446,0.0014396413,0.13913964],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992291,0.00012720203,0.000029749059,0.00018571649,0.00024985525,0.00017833561],"domain_scores_gemma":[0.9983089,0.0008940162,0.00010541084,0.00040767135,0.00020584247,0.000078127945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006975494,0.0010693173,0.0005798156,0.00065157184,0.0005532396,0.0013228568,0.0016177061,0.00069966377,0.036482677],"category_scores_gemma":[0.0033870572,0.00034401997,0.00057321356,0.0008287513,0.0010463204,0.0031219115,0.0021405476,0.0029137793,0.004084222],"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":[0.00064768153,0.00022362803,0.0002380407,0.00063669565,0.000057222514,0.00012754154,0.0001687007,0.20094907,0.01977242,0.23368055,0.04272787,0.50077057],"study_design_scores_gemma":[0.00009481118,0.000137601,0.00028549056,0.00008896109,0.000034185807,0.00014560336,0.0000960259,0.6372794,0.013514835,0.32204306,0.026249388,0.00003058055],"about_ca_topic_score_codex":0.001214627,"about_ca_topic_score_gemma":0.0017209542,"teacher_disagreement_score":0.036482677,"about_ca_system_score_codex":0.0013571681,"about_ca_system_score_gemma":0.0007633832,"threshold_uncertainty_score":0.12204665},"labels":[],"label_agreement":null},{"id":"W2249752597","doi":"","title":"Research Notes ~ Development of a Defense Learning Network for the Canadian Department of National Defense","year":2003,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Information and Cyber Security","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":"Computer science","score_opus":0.3427443919111696,"score_gpt":0.5349465062175012,"score_spread":0.19220211430633155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249752597","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":[0.026970733,0.0016031092,0.0036774832,0.17573962,0.003957781,0.0014808496,0.010761064,0.00050313794,0.7753063],"genre_scores_gemma":[0.0911087,0.0017825667,0.004841781,0.0075871763,0.000250423,0.00025544307,0.0030239383,0.00010701143,0.89104295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99436605,0.00032723963,0.000099756864,0.00033993044,0.0039168107,0.0009502174],"domain_scores_gemma":[0.9809465,0.00072690065,0.0002373124,0.00034682176,0.012807039,0.0049354346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004710992,0.00026629883,0.00017431514,0.0014769125,0.0072898194,0.00510579,0.0015208414,0.0010942714,0.084562555],"category_scores_gemma":[0.0078097386,0.00025310714,0.00018997573,0.0022752234,0.0011791257,0.0014883527,0.0012435344,0.001736087,0.009221765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004769106,0.000076030934,0.006660016,0.00010301102,0.00000418641,0.0001894377,0.0016929522,0.00022436806,0.0011296804,0.025326457,0.8992858,0.065260395],"study_design_scores_gemma":[0.000009733098,0.000031559575,0.0064379573,0.000050208146,0.0000039546712,0.00006291203,0.0035918695,0.00013907724,0.00068832183,0.00040306058,0.98857003,0.0000113130955],"about_ca_topic_score_codex":0.90543306,"about_ca_topic_score_gemma":0.9348551,"teacher_disagreement_score":0.09456694,"about_ca_system_score_codex":0.05150651,"about_ca_system_score_gemma":0.12681733,"threshold_uncertainty_score":0.3737076},"labels":[],"label_agreement":null},{"id":"W2253489503","doi":"","title":"Security in Cyberspace: Combatting Distributed Denial of Service Attacks","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":32,"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 security; Cyberspace; Denial-of-service attack; Context (archaeology); Internet privacy; Computer science; Business; The Internet","score_opus":0.005717646773353501,"score_gpt":0.23437523486126474,"score_spread":0.22865758808791123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253489503","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":[0.11769909,0.044667892,0.6921487,0.02513759,0.0020390567,0.0005300466,0.00008393372,0.0018077509,0.115885966],"genre_scores_gemma":[0.85487586,0.017696884,0.11359424,0.0014529421,0.0008379576,0.00016236016,0.00009932878,0.00009332375,0.011187099],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984604,0.0004652393,0.0000632866,0.00016147766,0.00062000216,0.00022956406],"domain_scores_gemma":[0.99785703,0.0007744187,0.00032920812,0.00029943575,0.00048949575,0.00025039297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019221634,0.0008728365,0.00069131557,0.0014646832,0.0011471409,0.002920763,0.0011095649,0.0017799591,0.0032817726],"category_scores_gemma":[0.005278564,0.00028898972,0.00049855275,0.00080021896,0.0017344375,0.005843137,0.0032050933,0.0020827546,0.00067630195],"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":[0.00018477681,0.00029337112,0.0041522584,0.0010400062,0.000077888624,0.0008206043,0.0020204035,0.059802182,0.019628026,0.21953651,0.020882072,0.67156184],"study_design_scores_gemma":[0.00015040896,0.001012996,0.004601456,0.0010517365,0.0001427984,0.003689018,0.004534226,0.37348002,0.0140173985,0.29171354,0.3054869,0.00011945661],"about_ca_topic_score_codex":0.0010258235,"about_ca_topic_score_gemma":0.0013157323,"teacher_disagreement_score":0.0032817726,"about_ca_system_score_codex":0.000695647,"about_ca_system_score_gemma":0.0012976583,"threshold_uncertainty_score":0.010978639},"labels":[],"label_agreement":null},{"id":"W2259235631","doi":"10.1515/9780804769839-009","title":"8 Improving Software Security A Discussion of Liability for Unreasonably Insecure Software","year":2008,"lang":"en","type":"book-chapter","venue":"Stanford University Press eBooks","topic":"Information and Cyber Security","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":"","keywords":"Computer security; Software security assurance; Lawsuit; Business; Harm; Plaintiff; Liability; Internet privacy; Computer science; Law; Security service; Information security; Finance; Political science","score_opus":0.014195026888426875,"score_gpt":0.1970601040647763,"score_spread":0.18286507717634942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259235631","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":[0.02257708,0.039419174,0.12250329,0.3534004,0.002158571,0.0001436949,0.00008049338,0.00019104464,0.45952633],"genre_scores_gemma":[0.7658101,0.04181702,0.04178626,0.054230623,0.006213126,0.00041339523,0.000058586633,0.00023230718,0.089438684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98486114,0.0076346775,0.0006425365,0.0013110444,0.004335585,0.0012149393],"domain_scores_gemma":[0.97481585,0.01809881,0.0014319512,0.0024038153,0.00264787,0.00060173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011650897,0.00093405176,0.00059489167,0.0023358914,0.0047874115,0.0072968663,0.0044245007,0.019895637,0.008857831],"category_scores_gemma":[0.02275958,0.00057017436,0.0021271654,0.0014348871,0.01971213,0.015950557,0.006025863,0.010826815,0.0012231191],"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":[0.000005435612,0.000017611988,0.00014315572,0.000065843684,0.000004829391,0.00023162879,0.000744521,0.0014763935,0.00017285868,0.9879701,0.0034061305,0.00576136],"study_design_scores_gemma":[0.000019222955,0.0001621531,0.0005457324,0.0007913808,0.000022345554,0.00082678796,0.0009362523,0.004483786,0.0007941502,0.7585945,0.23278071,0.000042990472],"about_ca_topic_score_codex":0.0033701903,"about_ca_topic_score_gemma":0.0017436036,"teacher_disagreement_score":0.019895637,"about_ca_system_score_codex":0.0056490987,"about_ca_system_score_gemma":0.003785003,"threshold_uncertainty_score":0.06161654},"labels":[],"label_agreement":null},{"id":"W2261408704","doi":"","title":"Software diversity: security, entropy and game theory","year":2012,"lang":"en","type":"article","venue":"USENIX conference on Hot topics in security","topic":"Information and Cyber Security","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 Calgary; Carleton University","funders":"","keywords":"Computer science; Testbed; Bipartite graph; Entropy (arrow of time); Computer security; Software; Software security assurance; Game theory; Theoretical computer science; Diversity (politics); Graph; World Wide Web; Information security; Mathematical economics; Mathematics; Programming language","score_opus":0.027570107894064798,"score_gpt":0.25500261521440365,"score_spread":0.22743250732033884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2261408704","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":[0.15628502,0.0042977408,0.7393044,0.010428582,0.00022584316,0.0001373527,0.00021627438,0.00015063953,0.088954054],"genre_scores_gemma":[0.96809745,0.001472103,0.025099292,0.0003577319,0.00023983614,0.000107881184,0.000049747527,0.00003544952,0.0045404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809855,0.0011369811,0.000056204586,0.00016230335,0.00033771174,0.00020835949],"domain_scores_gemma":[0.9913675,0.006725536,0.0006985232,0.00043714824,0.00038444836,0.00038673673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029109698,0.0007096478,0.00077862927,0.0016103927,0.001140092,0.0030582673,0.0010097086,0.0015402846,0.0029338202],"category_scores_gemma":[0.009387228,0.00033878218,0.0009053067,0.0013395279,0.006274021,0.0054844064,0.0020576594,0.0020516005,0.00018241946],"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":[0.000016188458,0.000015398684,0.00056490616,0.000036149093,0.000020683821,0.00003938557,0.00013403545,0.046261884,0.00022281401,0.94694525,0.00063495303,0.0051084],"study_design_scores_gemma":[0.000007047547,0.000015408725,0.00029699723,0.000019300769,0.0000045594993,0.000025312864,0.0000652405,0.07022205,0.00008611747,0.9279395,0.0013079528,0.000010536194],"about_ca_topic_score_codex":0.0031663824,"about_ca_topic_score_gemma":0.0018249586,"teacher_disagreement_score":0.0031663824,"about_ca_system_score_codex":0.0030228645,"about_ca_system_score_gemma":0.0010233856,"threshold_uncertainty_score":0.021932542},"labels":[],"label_agreement":null},{"id":"W2275962964","doi":"","title":"Group and Negotiation Support Systems Research from 1990 to 2010","year":2013,"lang":"en","type":"article","venue":"eSpace (Curtin University)","topic":"Information and Cyber Security","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":"Army Research Office; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Multidisciplinary University Research Initiative; Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Concordia University; National Natural Science Foundation of China; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Svenska Forskningsrådet Formas; Vetenskapsrådet; National Science Foundation","keywords":"Negotiation; Group (periodic table); Computer science; Political science; Sociology; Chemistry; Social science","score_opus":0.020688994687201968,"score_gpt":0.2281406815110024,"score_spread":0.2074516868238004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275962964","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52721846,0.28826007,0.0014767933,0.021215638,0.0012984861,0.00028053744,0.0037121428,0.00012369934,0.15641412],"genre_scores_gemma":[0.8217272,0.144443,0.0030055763,0.0035677743,0.0011021503,0.0001949878,0.003235624,0.000073254574,0.022650477],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952814,0.001152003,0.0006767737,0.00065827504,0.0018661052,0.000365523],"domain_scores_gemma":[0.95198154,0.024927516,0.009298117,0.0013479613,0.00981095,0.0026339612],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.010260352,0.00033484603,0.0005983613,0.021893363,0.0013925093,0.004472291,0.0005781157,0.0013537633,0.006823131],"category_scores_gemma":[0.028314168,0.00033863512,0.00033757047,0.03413173,0.0027351298,0.004065183,0.0021149102,0.0010827009,0.0014566752],"study_design_candidate":"observational","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":[0.0011380768,0.00034124788,0.06403883,0.0130766975,0.00020280431,0.0015965264,0.071340434,0.0008762947,0.0038460253,0.044661693,0.04104098,0.7578404],"study_design_scores_gemma":[0.000110427114,0.00046868253,0.3795278,0.008435727,0.00020752657,0.0013150482,0.029169383,0.00032936473,0.0037572456,0.008795554,0.5678201,0.00006316205],"about_ca_topic_score_codex":0.017741658,"about_ca_topic_score_gemma":0.0265552,"teacher_disagreement_score":0.98973966,"about_ca_system_score_codex":0.008906803,"about_ca_system_score_gemma":0.009973627,"threshold_uncertainty_score":0.064623654},"labels":[],"label_agreement":null},{"id":"W2282482390","doi":"","title":"Contracting Insecurity: Software License Terms that Undermine Cybersecurity","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"License; Computer security; Context (archaeology); Harm; Software; Computer science; Business; Internet privacy; Law and economics; Law; Political science; Economics","score_opus":0.008031173596207487,"score_gpt":0.21856146016999495,"score_spread":0.21053028657378747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282482390","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":[0.37932903,0.0038726735,0.33249086,0.040736616,0.0006039026,0.00039466398,0.00008572352,0.00049397093,0.2419926],"genre_scores_gemma":[0.9437984,0.0011062827,0.041970022,0.0040588,0.00020457302,0.00021436269,0.000038606173,0.00013690731,0.008472034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97581816,0.008509439,0.0014281034,0.0015647179,0.010434402,0.002245168],"domain_scores_gemma":[0.94081074,0.032983303,0.008711329,0.010492179,0.005049651,0.001952782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023547664,0.0004959844,0.0006852507,0.0022821408,0.0040879822,0.0094195325,0.0030554642,0.0049127056,0.0040840628],"category_scores_gemma":[0.06298489,0.0005538572,0.0013563754,0.0017681539,0.021602293,0.013356211,0.008167578,0.0076632886,0.00060882635],"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":[0.000028477109,0.00008400675,0.0024075194,0.000078657744,0.000016480484,0.00019970573,0.0025501957,0.0020592338,0.0013375866,0.9666889,0.00066148496,0.023887746],"study_design_scores_gemma":[0.00005671662,0.0004993846,0.0038195008,0.0008097316,0.0001036702,0.0010872873,0.0069366214,0.011721338,0.008893565,0.9090438,0.056885988,0.00014251853],"about_ca_topic_score_codex":0.0025723407,"about_ca_topic_score_gemma":0.0019017246,"teacher_disagreement_score":0.023547664,"about_ca_system_score_codex":0.0045658774,"about_ca_system_score_gemma":0.008074742,"threshold_uncertainty_score":0.124533415},"labels":[],"label_agreement":null},{"id":"W2293921399","doi":"10.5281/zenodo.3264318","title":"Identifying Differences Between Security and Other IT Professionals: a Qualitative Analysis.","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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":"Usability; Stakeholder; Perception; Business; Qualitative analysis; Qualitative research; Public relations; Knowledge management; Information security; Process management; Internet privacy; Psychology; Computer science; Computer security; Political science; Sociology","score_opus":0.08040658816685259,"score_gpt":0.3543186205399658,"score_spread":0.27391203237311323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293921399","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":[0.98408985,0.00035449446,0.007178771,0.0028810538,0.000053570504,0.00034127542,0.00032283954,0.00001754556,0.0047606626],"genre_scores_gemma":[0.99447167,0.0002618794,0.001855757,0.0007952521,0.000008898173,0.00042643715,0.00011746168,0.000017424705,0.002045215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9855781,0.010152996,0.0004327906,0.0007524597,0.0013890747,0.0016944881],"domain_scores_gemma":[0.95606816,0.035605296,0.001941868,0.0004719066,0.0032701108,0.0026427165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014896089,0.0004927008,0.0005727278,0.0020489586,0.0061132885,0.0035766163,0.0011420432,0.0016358177,0.002903764],"category_scores_gemma":[0.03199388,0.0005539424,0.00027965422,0.002084101,0.0062853945,0.0040100818,0.0047061183,0.0023830293,0.00042743742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052165495,0.000043375374,0.0046873363,0.000117697644,0.00000321448,0.00038110497,0.9868478,0.000028710607,0.0011880739,0.001332738,0.00041257468,0.004905264],"study_design_scores_gemma":[0.0000051493785,0.000028372,0.0013625829,0.00006977938,0.0000016115766,0.000094287854,0.99496716,0.00007901958,0.00030404178,0.00034565572,0.002733151,0.000009214036],"about_ca_topic_score_codex":0.0068007777,"about_ca_topic_score_gemma":0.00772021,"teacher_disagreement_score":0.014896089,"about_ca_system_score_codex":0.005237418,"about_ca_system_score_gemma":0.004957508,"threshold_uncertainty_score":0.07877904},"labels":[],"label_agreement":null},{"id":"W2294747460","doi":"10.1109/ichi.2015.80","title":"Information System Hazard Analysis and Mitigation","year":2015,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Victoria","funders":"","keywords":"Computer science; Process (computing); Hazard; Risk analysis (engineering); Information system; Hazard analysis; System safety; Work (physics); Data science; Operations research; Computer security; Engineering; Reliability engineering; Medicine","score_opus":0.009587445390612901,"score_gpt":0.21211032750638287,"score_spread":0.20252288211576996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294747460","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":[0.018921677,0.0007360291,0.9531046,0.0038683852,0.00014768785,0.0007811793,0.00053408154,0.0008608171,0.021045448],"genre_scores_gemma":[0.62125444,0.001566857,0.36628443,0.0005732353,0.00022523862,0.0008473965,0.0013622039,0.00015683573,0.0077293683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99032474,0.0041446267,0.0004914089,0.00080726633,0.0036033995,0.0006284781],"domain_scores_gemma":[0.98487586,0.0063765035,0.0016787943,0.002718954,0.0040794155,0.00027045896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009940613,0.0012716491,0.00077910174,0.005608143,0.0015106946,0.004010741,0.0019886314,0.0014563702,0.0049568047],"category_scores_gemma":[0.021669522,0.0005272766,0.0021732985,0.0023009956,0.0019515137,0.0040862667,0.0032902667,0.0021899755,0.0008589141],"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":[0.0001376223,0.00034262976,0.016016694,0.0008812372,0.00035689562,0.00027505186,0.0016589807,0.20968373,0.0033724736,0.50686204,0.012317935,0.24809472],"study_design_scores_gemma":[0.000046714456,0.0003806686,0.005470716,0.00046003095,0.0002043995,0.00022835837,0.0019610932,0.5003717,0.008683562,0.4296589,0.052436795,0.00009714259],"about_ca_topic_score_codex":0.0058957646,"about_ca_topic_score_gemma":0.0026328394,"teacher_disagreement_score":0.009940613,"about_ca_system_score_codex":0.003998132,"about_ca_system_score_gemma":0.009140917,"threshold_uncertainty_score":0.052571595},"labels":[],"label_agreement":null},{"id":"W2301772378","doi":"10.2172/1088052","title":"Report on Project Action Sheet PP05 task 3 between the U.S. Department of Energy and the Republic of Korea Ministry of Education, Science, and Technology (MEST)","year":2013,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"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":"National Nuclear Security Administration; Sandia National Laboratories; U.S. Department of Energy","keywords":"Christian ministry; Task (project management); Action (physics); Computer science; Operations research; Process (computing); Control (management); Engineering; Engineering management; Simulation; Political science; Law; Artificial intelligence; Systems engineering; Operating system","score_opus":0.020981859472999256,"score_gpt":0.29192021173877186,"score_spread":0.2709383522657726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301772378","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":[0.009894533,0.001342854,0.025626808,0.014610561,0.0057672546,0.020688511,0.1324715,0.004946821,0.78465116],"genre_scores_gemma":[0.029454084,0.001974388,0.03586867,0.006157319,0.0006313467,0.013485226,0.13226624,0.002945007,0.77721775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876866,0.0015689007,0.00038934193,0.00060432946,0.008800891,0.00094980886],"domain_scores_gemma":[0.9789949,0.0033721088,0.0012151289,0.0015634486,0.013579985,0.0012744102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011052468,0.0015575547,0.00089502655,0.0030845967,0.002498322,0.0042671324,0.002855934,0.0037519382,0.19388178],"category_scores_gemma":[0.017093943,0.0008105703,0.0009557907,0.0021663452,0.0005696771,0.0026287118,0.0020043126,0.002371621,0.094298884],"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":[0.0002753159,0.0005017951,0.0007658962,0.00019232175,0.000019525789,0.00006874901,0.00006482957,0.00066848285,0.0014374217,0.0037303602,0.9561255,0.036149815],"study_design_scores_gemma":[0.00018724179,0.00047796362,0.0047550667,0.00022480954,0.000026667009,0.000062270854,0.0003213045,0.001037959,0.0037334412,0.001509002,0.98760927,0.000055030196],"about_ca_topic_score_codex":0.02963129,"about_ca_topic_score_gemma":0.029064229,"teacher_disagreement_score":0.19388178,"about_ca_system_score_codex":0.0038588336,"about_ca_system_score_gemma":0.03091758,"threshold_uncertainty_score":0.64859915},"labels":[],"label_agreement":null},{"id":"W2319148899","doi":"10.1126/science.348.6231.194-b","title":"Assessing data intrusion threats","year":2015,"lang":"en","type":"letter","venue":"Science","topic":"Information and Cyber Security","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":"Children's Hospital of Eastern Ontario; Toronto Metropolitan University","funders":"U.S. National Library of Medicine; National Human Genome Research Institute","keywords":"Computer science; Intrusion; Computer security; Geology","score_opus":0.11351526391559348,"score_gpt":0.35171338934325597,"score_spread":0.2381981254276625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319148899","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028243525,0.0018793046,0.011747206,0.3569048,0.007457702,0.00065248477,0.0067878836,0.004889521,0.58143747],"genre_scores_gemma":[0.47168148,0.0042467364,0.020426035,0.08551073,0.006858583,0.00061496824,0.0090571465,0.0013498969,0.40025443],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98197204,0.0031414726,0.0009923222,0.00090783346,0.011628566,0.0013578242],"domain_scores_gemma":[0.9040703,0.024490165,0.0054975953,0.005133557,0.052490763,0.008317493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013340699,0.000608661,0.00061744626,0.0073538455,0.0031534112,0.007764918,0.0013550435,0.0037083186,0.046839155],"category_scores_gemma":[0.09503579,0.0005882779,0.0006479458,0.003950479,0.001186897,0.0059980555,0.0037840374,0.004023296,0.026259653],"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":[0.000050048297,0.00008763351,0.008833679,0.00009835541,0.000014852775,0.000110896246,0.00016937531,0.0002581934,0.00038224214,0.010965388,0.8660282,0.11300111],"study_design_scores_gemma":[0.00004460947,0.00028607366,0.01957517,0.0004579285,0.000038704933,0.0006437615,0.0010938916,0.0070247347,0.0023998816,0.024077713,0.94428366,0.000073903655],"about_ca_topic_score_codex":0.011708134,"about_ca_topic_score_gemma":0.024037655,"teacher_disagreement_score":0.046839155,"about_ca_system_score_codex":0.0071806135,"about_ca_system_score_gemma":0.0069527244,"threshold_uncertainty_score":0.15669256},"labels":[],"label_agreement":null},{"id":"W2326740025","doi":"10.1145/2839509.2850501","title":"Assessment of Security Knowledge, Skills and Abilities using Hands-On Exercises in 2016 (Abstract Only)","year":2016,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Computer science; Ask price; Architecture; Software; Multimedia; Mathematics education; Psychology; Programming language","score_opus":0.012743525555287207,"score_gpt":0.2916049039996764,"score_spread":0.27886137844438924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326740025","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":[0.98149925,0.000100911326,0.00536173,0.00027411894,0.00014730461,0.0004752778,0.00032633153,0.0002557627,0.01155945],"genre_scores_gemma":[0.9730768,0.0001612048,0.0062544052,0.00014835919,0.000033597662,0.00038808642,0.000545197,0.000037539638,0.019354781],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987337,0.00026296015,0.00013341456,0.00019581312,0.0003935073,0.0002806306],"domain_scores_gemma":[0.99678373,0.0009320388,0.00028281266,0.00021238509,0.0007745048,0.0010145268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016965251,0.00079787604,0.00054244447,0.0009587905,0.00040334003,0.0010094148,0.00059373275,0.0010701953,0.01326876],"category_scores_gemma":[0.007056698,0.00023796088,0.00046006616,0.00021507447,0.0005715156,0.0009030105,0.0019469656,0.0010979337,0.0034127268],"study_design_candidate":"observational","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":[0.004556557,0.031427667,0.09840461,0.00057620194,0.00008850133,0.0013487694,0.0061027403,0.007911087,0.06325792,0.0010001356,0.015403869,0.76992196],"study_design_scores_gemma":[0.00075390365,0.0677345,0.69338745,0.0011706593,0.000093437775,0.004078026,0.005431734,0.019130597,0.15327987,0.0044728615,0.05006366,0.00040325662],"about_ca_topic_score_codex":0.00030304215,"about_ca_topic_score_gemma":0.0005087017,"teacher_disagreement_score":0.01326876,"about_ca_system_score_codex":0.00046148727,"about_ca_system_score_gemma":0.0003925908,"threshold_uncertainty_score":0.044388473},"labels":[],"label_agreement":null},{"id":"W2342146458","doi":"10.1007/978-3-319-26450-9_15","title":"Risk Assessment in Authentication Machines","year":2015,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"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":"Authentication (law); Computer science; Key (lock); Software; Computer security; Automation; Work (physics); Artificial intelligence; Engineering","score_opus":0.09582760573072227,"score_gpt":0.38937409109762294,"score_spread":0.29354648536690064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342146458","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014798562,0.019489082,0.80641574,0.00684181,0.0007581113,0.00007360122,0.00008755103,0.00032323954,0.15121233],"genre_scores_gemma":[0.6963843,0.018815342,0.15317681,0.00086966297,0.0023330378,0.00020798242,0.00018582644,0.00023555284,0.12779148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979791,0.0009357119,0.000092435024,0.00019090962,0.0007081824,0.000093685834],"domain_scores_gemma":[0.99618995,0.0027712767,0.00023822032,0.0003419465,0.00038804137,0.00007043364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024007452,0.0013141369,0.00090516015,0.0015966052,0.0007493543,0.0029772867,0.0010531874,0.0020536704,0.007031448],"category_scores_gemma":[0.009484378,0.0004562709,0.00078737177,0.0011450562,0.003338968,0.0051603382,0.0018065321,0.0026331688,0.001470408],"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":[0.000016974704,0.0000239667,0.00026284705,0.00010172901,0.000018749815,0.000063503285,0.00018571189,0.019950897,0.00027993642,0.90956986,0.0060427645,0.06348305],"study_design_scores_gemma":[0.00000167441,0.000013941412,0.00012365296,0.00007642787,0.00000727345,0.00006270582,0.000036273075,0.024754597,0.00024025865,0.9648573,0.00981665,0.000009369699],"about_ca_topic_score_codex":0.00064779667,"about_ca_topic_score_gemma":0.00048397775,"teacher_disagreement_score":0.007031448,"about_ca_system_score_codex":0.00177253,"about_ca_system_score_gemma":0.0007258242,"threshold_uncertainty_score":0.023522496},"labels":[],"label_agreement":null},{"id":"W2345083219","doi":"10.4172/1204-5357.1000120","title":"Highlighting the Vulnerabilities of Online Banking System","year":2015,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Information and Cyber Security","field":"Computer Science","cited_by":22,"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 security; Database transaction; The Internet; Internet privacy; Process (computing); Block (permutation group theory); Simple (philosophy); World Wide Web; Database","score_opus":0.026734073619111447,"score_gpt":0.25207397745593524,"score_spread":0.22533990383682378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345083219","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":[0.75557613,0.006323212,0.07867702,0.010810583,0.00029581826,0.00018907199,0.00034473685,0.0019925456,0.14579086],"genre_scores_gemma":[0.9858196,0.0014231864,0.008264668,0.00044206015,0.00004123557,0.00002004864,0.00004557789,0.000044604018,0.003899004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992046,0.00028279744,0.00003592124,0.000056879166,0.00029426225,0.00012563777],"domain_scores_gemma":[0.9983657,0.0008359033,0.00023621881,0.0002187594,0.00028110377,0.00006224145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006590635,0.00030896132,0.00019348711,0.0020516943,0.00080739125,0.0015412427,0.0004191793,0.0014087014,0.002901524],"category_scores_gemma":[0.0025355478,0.00021209718,0.00023079767,0.00091503165,0.0012652532,0.003788926,0.0013319072,0.0010927665,0.0005274651],"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":[0.0005300003,0.00025922793,0.038217306,0.0010603545,0.00010731283,0.013993474,0.017354727,0.02882096,0.06409049,0.5836369,0.03127039,0.22065894],"study_design_scores_gemma":[0.00004245842,0.0007396753,0.052711315,0.0013503358,0.00025927878,0.039092045,0.0128281275,0.26492444,0.08243841,0.33951265,0.20583917,0.00026209652],"about_ca_topic_score_codex":0.0016651581,"about_ca_topic_score_gemma":0.0012686979,"teacher_disagreement_score":0.002901524,"about_ca_system_score_codex":0.0005986174,"about_ca_system_score_gemma":0.00048697693,"threshold_uncertainty_score":0.009706557},"labels":[],"label_agreement":null},{"id":"W2360524942","doi":"","title":"Government Information Security System with ITS Product Pre-qualification","year":2009,"lang":"en","type":"article","venue":"The Journal of Advanced Navigation Technology","topic":"Information and Cyber Security","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 security; Government (linguistics); Information security; Security service; Certified Information Security Manager; Business; Information system; Security information and event management; Service (business); Information security management; Information security audit; Product (mathematics); Information security management system; Cloud computing security; Computer science; Engineering; Network security policy; Marketing; Cloud computing","score_opus":0.0039091008402853756,"score_gpt":0.2235115831092986,"score_spread":0.21960248226901324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360524942","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":[0.1027085,0.0019775475,0.14918001,0.0059861676,0.0012899355,0.0019100746,0.010661316,0.030750737,0.6955358],"genre_scores_gemma":[0.5394247,0.0018677679,0.102350876,0.0013244211,0.0004628127,0.0008375517,0.014096607,0.002432261,0.33720303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789315,0.0003587938,0.00019920521,0.0002227489,0.0011232957,0.00020277302],"domain_scores_gemma":[0.9935476,0.0004655373,0.00035216135,0.0015466952,0.0038588934,0.00022916855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012878156,0.0005235613,0.0003069285,0.0017448773,0.0012131828,0.0025719332,0.0005952474,0.0008281443,0.047527753],"category_scores_gemma":[0.0048656715,0.00029783038,0.00046046302,0.001746506,0.0006629188,0.0020903472,0.00089030096,0.0009395419,0.036797952],"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":[0.00057134713,0.00037182984,0.022980496,0.0008925963,0.000040241313,0.0006256234,0.0016898261,0.0026972394,0.021409757,0.08321746,0.28321162,0.58229196],"study_design_scores_gemma":[0.000052228654,0.00043310536,0.018057864,0.0001654726,0.00004301279,0.00062530534,0.00034178692,0.0045809154,0.01998048,0.006751965,0.9489046,0.000063168955],"about_ca_topic_score_codex":0.008907468,"about_ca_topic_score_gemma":0.005895958,"teacher_disagreement_score":0.047527753,"about_ca_system_score_codex":0.0017465492,"about_ca_system_score_gemma":0.0035689927,"threshold_uncertainty_score":0.15899622},"labels":[],"label_agreement":null},{"id":"W2380090408","doi":"","title":"Security Design Based on Social Modeling","year":2006,"lang":"en","type":"article","venue":"Dianzi xuebao","topic":"Information and Cyber Security","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":"Computer science; Context (archaeology); Relevance (law); Computer security model; Sherwood Applied Business Security Architecture; Process (computing); Process management; Risk analysis (engineering); Knowledge management; Management science; Computer security; Software security assurance; Information security; Security service; Engineering; Business","score_opus":0.024755312260393538,"score_gpt":0.234992779849855,"score_spread":0.21023746758946146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2380090408","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":[0.004565954,0.0006239949,0.94849044,0.007899086,0.00010390299,0.00021755263,0.00006675346,0.00013718283,0.037895188],"genre_scores_gemma":[0.38950992,0.001604254,0.5945812,0.00096722285,0.00021360951,0.0013831671,0.00021380487,0.00011557526,0.011411428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99109906,0.006032378,0.00039866392,0.00071747805,0.0013898305,0.00036265235],"domain_scores_gemma":[0.99461055,0.002838945,0.00057819055,0.00078910816,0.0008009239,0.0003823035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009976922,0.0012030574,0.0007291245,0.0034526081,0.003359288,0.0066696643,0.0023349184,0.00209705,0.004261546],"category_scores_gemma":[0.005905261,0.00075064116,0.0020876792,0.0018746806,0.010062676,0.0074002324,0.004661095,0.0026233965,0.000723519],"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":[0.000002602851,0.000012777188,0.00011104841,0.000036716294,0.000013574112,0.00003102878,0.00040853093,0.004501654,0.00010959944,0.9910121,0.00048249288,0.0032779193],"study_design_scores_gemma":[0.000015869218,0.000020602954,0.00008286908,0.00006238028,0.000015139395,0.000040618266,0.00039373583,0.026128955,0.00023761381,0.94821876,0.024769435,0.0000140743205],"about_ca_topic_score_codex":0.0044568176,"about_ca_topic_score_gemma":0.004067313,"teacher_disagreement_score":0.009976922,"about_ca_system_score_codex":0.005042045,"about_ca_system_score_gemma":0.005596935,"threshold_uncertainty_score":0.05276364},"labels":[],"label_agreement":null},{"id":"W2383135813","doi":"","title":"Study on State transform control Model of Dynamic Access Control About Information Security of Business Resources","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Information and Cyber Security","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":"Access control; Computer science; Role-based access control; Workflow; Computer access control; Control (management); State (computer science); Discretionary access control; Computer security; Information security; Mechanism (biology); Distributed computing; Database; Algorithm","score_opus":0.010340106394118613,"score_gpt":0.24251383441297075,"score_spread":0.23217372801885214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2383135813","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":[0.03154893,0.0005373112,0.9441914,0.0011454454,0.00014070985,0.00011243108,0.00009618024,0.00022172387,0.02200587],"genre_scores_gemma":[0.94114816,0.0009521988,0.043786954,0.00020987687,0.00018717123,0.00028449143,0.0001723406,0.00006840698,0.013190521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99783343,0.00039022142,0.00011222879,0.000589775,0.0007398734,0.00033447857],"domain_scores_gemma":[0.9977168,0.0009339639,0.00023877299,0.0003024514,0.00067356566,0.00013450015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023457855,0.0006621554,0.0006556854,0.0010453933,0.0009324556,0.0026705626,0.0013965466,0.00096537085,0.0065570925],"category_scores_gemma":[0.00514844,0.00028392044,0.0014934929,0.0009196063,0.0025156492,0.0060641547,0.0012015027,0.0023883623,0.0005080645],"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":[0.00005554471,0.000076203585,0.00083334954,0.00007908624,0.000035793135,0.00021136922,0.00045791603,0.058102947,0.0028323466,0.9179391,0.001590119,0.017786177],"study_design_scores_gemma":[0.00004237218,0.0000849266,0.00037040326,0.000028113182,0.000043898664,0.00015518979,0.00010205577,0.6713048,0.0022493193,0.32159293,0.0039852727,0.00004081248],"about_ca_topic_score_codex":0.00881855,"about_ca_topic_score_gemma":0.002740981,"teacher_disagreement_score":0.00881855,"about_ca_system_score_codex":0.0028962246,"about_ca_system_score_gemma":0.0021407707,"threshold_uncertainty_score":0.021935701},"labels":[],"label_agreement":null},{"id":"W2394809607","doi":"","title":"Economics of Security Patch Management.","year":2006,"lang":"en","type":"article","venue":"WEIS","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Context (archaeology); Vendor; Stackelberg competition; Computer science; Computer security; Business; Economics; Microeconomics; Marketing","score_opus":0.0037879819766428453,"score_gpt":0.1808084920399226,"score_spread":0.17702051006327976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394809607","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":[0.15929373,0.006589746,0.31584242,0.02197878,0.00041160113,0.0004950423,0.0010684014,0.00027747807,0.49404275],"genre_scores_gemma":[0.9631742,0.0021938733,0.008110287,0.00095670583,0.0002031609,0.0001457572,0.000121192206,0.000038541566,0.025056224],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998547,0.0004966567,0.00004592104,0.0001778212,0.00045954797,0.00027291162],"domain_scores_gemma":[0.9957561,0.0021620265,0.00082051835,0.00041623705,0.0004933086,0.00035177794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020406633,0.0005433891,0.0004195545,0.0008270186,0.00083426625,0.0026024587,0.00094554515,0.0023994425,0.016182818],"category_scores_gemma":[0.0071165552,0.00042140434,0.0004947084,0.0005570302,0.0024997757,0.0048529273,0.0014274932,0.0015748057,0.0010055351],"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":[0.00008156946,0.00010118475,0.004391306,0.00015072286,0.00008061122,0.00030729742,0.000115305076,0.04596078,0.0013063734,0.9040136,0.009114939,0.034376286],"study_design_scores_gemma":[0.000068716894,0.00026477658,0.009585792,0.00015275723,0.00007675096,0.000858052,0.00042144067,0.080277905,0.0012430277,0.8557146,0.051284,0.000052122683],"about_ca_topic_score_codex":0.0025428426,"about_ca_topic_score_gemma":0.0026737803,"teacher_disagreement_score":0.016182818,"about_ca_system_score_codex":0.0031230012,"about_ca_system_score_gemma":0.0015755233,"threshold_uncertainty_score":0.054136872},"labels":[],"label_agreement":null},{"id":"W2398411234","doi":"","title":"Understanding information technology security standards diffusion: An institutional perspective","year":2015,"lang":"en","type":"article","venue":"International Conference on Information Systems Security","topic":"Information and Cyber Security","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":"Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Documentation; Benchmarking; Perspective (graphical); Information security; Confidentiality; Business; Knowledge management; Computer science; Public relations; Computer security; Political science; Marketing","score_opus":0.06799507324917797,"score_gpt":0.30673026449818513,"score_spread":0.23873519124900716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398411234","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":[0.560404,0.005326081,0.11442692,0.07968222,0.00013424762,0.0004623586,0.00031149067,0.00015913408,0.23909351],"genre_scores_gemma":[0.9905958,0.0014334227,0.0063279425,0.0004951599,0.000027245509,0.00010947674,0.000054149146,0.000022194425,0.0009345027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9807519,0.013181288,0.0011485417,0.0010255987,0.0022293967,0.0016632067],"domain_scores_gemma":[0.9393455,0.043589264,0.008807144,0.0030361575,0.0040279417,0.0011939976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022611193,0.00047313984,0.0004732905,0.007944508,0.0046956902,0.020571457,0.0022882845,0.004109508,0.0038733315],"category_scores_gemma":[0.037729997,0.0006750887,0.0005859838,0.0075511388,0.021657879,0.029847344,0.0072322194,0.0044733803,0.00036839556],"study_design_candidate":"qualitative","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":[0.0000243677,0.0001121914,0.011133103,0.00025127133,0.000019444586,0.00033708883,0.05645264,0.001483119,0.0007197263,0.9105065,0.0005081274,0.018452311],"study_design_scores_gemma":[0.000039608785,0.00013599578,0.018450938,0.0018176557,0.000078359604,0.00038533236,0.29493615,0.009517889,0.002505663,0.6059599,0.0660696,0.000102886115],"about_ca_topic_score_codex":0.008251576,"about_ca_topic_score_gemma":0.004362216,"teacher_disagreement_score":0.022611193,"about_ca_system_score_codex":0.015560483,"about_ca_system_score_gemma":0.014242201,"threshold_uncertainty_score":0.119580805},"labels":[],"label_agreement":null},{"id":"W2399650256","doi":"","title":"Designing a Customer Information Privacy Program Aligned with Organizational Priorities","year":2013,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":13,"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":"Business; Knowledge management; Information privacy; Internet privacy; Process management; Marketing; Computer security; Public relations; Computer science","score_opus":0.006617988322651291,"score_gpt":0.21076501426922378,"score_spread":0.2041470259465725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399650256","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":[0.33840355,0.0003517973,0.39729133,0.037709434,0.00023018489,0.005941046,0.000120367746,0.0012454403,0.21870686],"genre_scores_gemma":[0.7754509,0.00020860715,0.2084542,0.001942492,0.00005165532,0.0022179966,0.00010614723,0.00011407979,0.01145388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96981144,0.01820613,0.0009073591,0.0016594126,0.0051795384,0.004236091],"domain_scores_gemma":[0.9762187,0.0073832977,0.0030194751,0.0020409448,0.0066321385,0.0047054477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02636919,0.00042688305,0.00028361284,0.0032247102,0.008853131,0.009189911,0.0023880678,0.002910657,0.0044659283],"category_scores_gemma":[0.023557886,0.0007774304,0.00037786117,0.0023599064,0.0034394423,0.009018643,0.0073024323,0.004159997,0.0008747423],"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":[0.0002659656,0.004354728,0.036270805,0.000714961,0.00009802465,0.0012874762,0.043402705,0.017985623,0.011952865,0.5338711,0.023530506,0.32626516],"study_design_scores_gemma":[0.0004721241,0.004473075,0.0370991,0.0013458584,0.00023371146,0.0016548374,0.17075129,0.08542601,0.038064364,0.24307519,0.41694963,0.00045472843],"about_ca_topic_score_codex":0.005436874,"about_ca_topic_score_gemma":0.007812543,"teacher_disagreement_score":0.02636919,"about_ca_system_score_codex":0.010273823,"about_ca_system_score_gemma":0.03647442,"threshold_uncertainty_score":0.13945526},"labels":[],"label_agreement":null},{"id":"W2403956102","doi":"","title":"Cyber Threat Incident Handling Procedure for South African Schools.","year":2015,"lang":"en","type":"article","venue":"HAISA","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Public relations; Computer security; Internet privacy; Political science; Business; Computer science","score_opus":0.03152961192203052,"score_gpt":0.26038688959997014,"score_spread":0.22885727767793962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403956102","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30193543,0.0015051151,0.35792145,0.03029029,0.0029934668,0.089431345,0.0038346224,0.0074954624,0.20459281],"genre_scores_gemma":[0.3339725,0.0016985111,0.5637534,0.0030751897,0.00026508438,0.01971585,0.0016079401,0.00034506782,0.075566486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865654,0.004802787,0.003338088,0.0007796737,0.0035602723,0.0009538433],"domain_scores_gemma":[0.96000904,0.008857635,0.008617923,0.004283144,0.015873007,0.0023592715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014734891,0.0006440249,0.0003092265,0.003884432,0.006563354,0.0027185162,0.0016612309,0.0021726566,0.01142495],"category_scores_gemma":[0.0386153,0.000581257,0.00056041527,0.0014036335,0.002066125,0.002486448,0.0025550579,0.0028020127,0.0056834514],"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":[0.0005306515,0.0022092457,0.056369178,0.0023966138,0.00004018302,0.0042256154,0.0653205,0.0029911138,0.03743832,0.08098199,0.15382461,0.5936719],"study_design_scores_gemma":[0.00015164605,0.0016711558,0.11999323,0.0034820794,0.00010550999,0.0041054445,0.049351126,0.0055782385,0.03474132,0.012293631,0.7680719,0.0004547913],"about_ca_topic_score_codex":0.0084246965,"about_ca_topic_score_gemma":0.022867013,"teacher_disagreement_score":0.014734891,"about_ca_system_score_codex":0.003672589,"about_ca_system_score_gemma":0.028443899,"threshold_uncertainty_score":0.07792652},"labels":[],"label_agreement":null},{"id":"W2404380922","doi":"","title":"Market Impact on IT Security Spending","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Alberta","funders":"","keywords":"Business; Investment (military); Investment decisions; Duopoly; Microeconomics; Industrial organization; Economics; Behavioral economics","score_opus":0.005548522061793009,"score_gpt":0.25429679297243146,"score_spread":0.24874827091063845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404380922","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":[0.9155015,0.00047816057,0.003537341,0.0012482507,0.00002052531,0.000018167848,0.0003800005,0.000043465516,0.07877264],"genre_scores_gemma":[0.99883586,0.00008210104,0.000072545175,0.000028515939,0.00000778621,0.0000027209621,0.000034791963,0.0000044182166,0.0009313218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99943036,0.00015173448,0.00001981543,0.00006393566,0.00009679864,0.00023737608],"domain_scores_gemma":[0.9922522,0.00460743,0.0016934796,0.00024353602,0.0005876485,0.0006157138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010762007,0.00022830068,0.0003615411,0.0007127808,0.00033834775,0.002498802,0.00029600254,0.0009751586,0.019227253],"category_scores_gemma":[0.00522261,0.00022588085,0.00033963594,0.00075469434,0.00072155526,0.0017877546,0.00086573727,0.0012230334,0.0007774719],"study_design_candidate":"observational","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":[0.0016951655,0.00077465473,0.13313161,0.000333404,0.0002769308,0.0022011385,0.00054575806,0.31339628,0.025035553,0.46185237,0.0074307057,0.053326458],"study_design_scores_gemma":[0.00015576367,0.0011274148,0.44018337,0.00012913064,0.0003159843,0.001288656,0.0028320993,0.3082542,0.011002133,0.21438038,0.020143183,0.00018765281],"about_ca_topic_score_codex":0.0026011383,"about_ca_topic_score_gemma":0.0028912602,"teacher_disagreement_score":0.019227253,"about_ca_system_score_codex":0.0019128134,"about_ca_system_score_gemma":0.0007071013,"threshold_uncertainty_score":0.06432164},"labels":[],"label_agreement":null},{"id":"W2405363648","doi":"","title":"SD Elements: A Tool for Secure Application Development Management.","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Computer security; Security information and event management; Computer science; Security through obscurity; Security bug; Security service; Secure coding; Security testing; Software security assurance; Cloud computing security; Application security; Variety (cybernetics); Audit; Information security; Business","score_opus":0.016507903237276064,"score_gpt":0.22710034803489362,"score_spread":0.21059244479761757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405363648","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00979767,0.00051254954,0.6670646,0.0007235304,0.00022739652,0.0008475429,0.0053237844,0.30787084,0.0076320744],"genre_scores_gemma":[0.09243526,0.0010676854,0.8442671,0.0008541508,0.000118189615,0.0022081654,0.022416823,0.02261612,0.01401649],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970867,0.0009206311,0.00054192176,0.00035032033,0.00095586525,0.00014461523],"domain_scores_gemma":[0.9891572,0.008041172,0.00071408204,0.0010468181,0.0006755846,0.0003651091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005242314,0.0019460827,0.0006670045,0.0041567413,0.0005143804,0.0024085464,0.0022629716,0.0014776426,0.014693227],"category_scores_gemma":[0.017205939,0.0018395818,0.0012405242,0.001411947,0.00089503,0.0046415003,0.0041307067,0.002741441,0.00611658],"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":[0.001426459,0.0008406539,0.0126882605,0.0026784998,0.00038070828,0.0020105932,0.0022885476,0.027804414,0.021402333,0.042450752,0.18642205,0.6996067],"study_design_scores_gemma":[0.0012527625,0.0007848766,0.006864975,0.0013186535,0.00021247733,0.0028730438,0.00057665055,0.3414009,0.048351977,0.074263,0.5217411,0.00035956327],"about_ca_topic_score_codex":0.0012064007,"about_ca_topic_score_gemma":0.0015226093,"teacher_disagreement_score":0.014693227,"about_ca_system_score_codex":0.0008099743,"about_ca_system_score_gemma":0.001346527,"threshold_uncertainty_score":0.049153745},"labels":[],"label_agreement":null},{"id":"W2460910730","doi":"10.1007/978-3-319-16106-8_6","title":"Security Aspect Specification","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Ericsson (Canada); École de Technologie Supérieure; Concordia University","funders":"","keywords":"Class diagram; Unified Modeling Language; Sequence diagram; Computer science; Programming language; Activity diagram; Applications of UML; UML tool; Communication diagram; Class (philosophy); Sequence (biology); Aspect-oriented programming; Software; Software engineering; Artificial intelligence","score_opus":0.03890933010004473,"score_gpt":0.24419306499290994,"score_spread":0.20528373489286522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460910730","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034390688,0.0012214909,0.53761476,0.0016148202,0.0007550134,0.00043644867,0.002626484,0.006661703,0.4456302],"genre_scores_gemma":[0.084947534,0.005033599,0.35238984,0.00168796,0.00042226518,0.00069283415,0.017649896,0.0067816284,0.53039443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919146,0.000096628326,0.00006793687,0.00014055449,0.0004294762,0.000073944],"domain_scores_gemma":[0.99940383,0.00011386563,0.000023271703,0.00018792937,0.00024584096,0.000025323185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007441091,0.0011811424,0.00040183443,0.0011224219,0.00079694745,0.0033491326,0.0011293214,0.00083456084,0.032947548],"category_scores_gemma":[0.0015235607,0.0007595265,0.0007715336,0.0011935157,0.0007801511,0.0034413224,0.0014081005,0.0033688836,0.02051792],"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":[0.000038044123,0.000053649124,0.000191159,0.000283346,0.000008003288,0.00012612615,0.00037464107,0.0018100288,0.005938604,0.62026584,0.122088425,0.24882208],"study_design_scores_gemma":[0.000007658447,0.000012530309,0.00009464044,0.00013120404,0.000011605363,0.00023473983,0.00008133687,0.0046399613,0.005190386,0.09219293,0.8973873,0.000015659136],"about_ca_topic_score_codex":0.0027481723,"about_ca_topic_score_gemma":0.0036130974,"teacher_disagreement_score":0.032947548,"about_ca_system_score_codex":0.0011657365,"about_ca_system_score_gemma":0.0020100465,"threshold_uncertainty_score":0.11022049},"labels":[],"label_agreement":null},{"id":"W246495123","doi":"","title":"Getting \"Front and Center\" on Security Policies: Leading Institutions Have Dusted Them off, Put Them Online, and Made Them the Blueprint of a New \"Resiliency\" Vision","year":2005,"lang":"en","type":"article","venue":"ABA banking journal","topic":"Information and Cyber Security","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":"Blueprint; Vendor; Business; Computer security; Public relations; Political science; Engineering; Marketing; Computer science","score_opus":0.03445297833980592,"score_gpt":0.28684951530089026,"score_spread":0.25239653696108433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W246495123","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":[0.002487052,0.003635131,0.012846611,0.9019223,0.013209534,0.000042776894,0.00011987287,0.0018533466,0.0638833],"genre_scores_gemma":[0.112294994,0.010708409,0.02406069,0.6008464,0.006347812,0.00016436198,0.00039858324,0.0024095252,0.24276929],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877913,0.0037571157,0.00040853446,0.0012996044,0.0047668777,0.0019765564],"domain_scores_gemma":[0.9749887,0.0056292666,0.0020683443,0.0032205246,0.005783606,0.0083094435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011185512,0.0015355372,0.00057059026,0.0018027923,0.014149772,0.033741124,0.0019106832,0.015039259,0.036812793],"category_scores_gemma":[0.023681587,0.001142596,0.0008485593,0.0019205485,0.022835508,0.048619125,0.012305608,0.032407895,0.02436094],"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":[0.000023125227,0.000047769714,0.0005238939,0.00014777207,0.000020265798,0.000071551054,0.004839081,0.00013299099,0.0009859968,0.06698739,0.8905328,0.03568728],"study_design_scores_gemma":[0.000008583942,0.000033676886,0.000931759,0.0002391797,0.000012574488,0.000122009216,0.008146466,0.00015819189,0.00076169346,0.028737575,0.96077543,0.00007295453],"about_ca_topic_score_codex":0.012751237,"about_ca_topic_score_gemma":0.017308421,"teacher_disagreement_score":0.036812793,"about_ca_system_score_codex":0.008402388,"about_ca_system_score_gemma":0.013482925,"threshold_uncertainty_score":0.123151004},"labels":[],"label_agreement":null},{"id":"W2480874448","doi":"10.1108/case.kellogg.2016.000194","title":"Maxxed Out: TJX Companies and the Largest-Ever Consumer Data Breach","year":2017,"lang":"en","type":"article","venue":"Kellogg School of Management Cases","topic":"Information and Cyber Security","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":"Credit card; Business; Debit card; Computer security; Hacker; Payment card; Payment; Electronic funds transfer; Sophistication; Data breach; Service (business); Credit card interest; Marketing; Finance; Computer science","score_opus":0.04790992815085778,"score_gpt":0.28841784464238324,"score_spread":0.24050791649152545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480874448","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":[0.1894773,0.0035235789,0.0023510014,0.28043643,0.0017889577,0.00013101775,0.000097362084,0.00015324584,0.52204114],"genre_scores_gemma":[0.7055082,0.0023529285,0.0011754273,0.104273595,0.00070501934,0.000109584915,0.00006777755,0.00008380848,0.18572366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746454,0.0005403046,0.000078431316,0.00029683826,0.00073151436,0.0008883683],"domain_scores_gemma":[0.99829286,0.00080261094,0.00019891419,0.00014499523,0.0002507136,0.00030986939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022192155,0.00045508548,0.00020937542,0.001127435,0.01841537,0.007762111,0.0012614296,0.011138104,0.013598189],"category_scores_gemma":[0.006517622,0.0005139636,0.0005127713,0.000972853,0.008606397,0.008004134,0.006116111,0.012387272,0.0012169866],"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":[0.00007351296,0.00014548669,0.01052475,0.00007661713,0.000015682876,0.020233715,0.076218076,0.00016360004,0.0009548633,0.6177321,0.24989367,0.023967858],"study_design_scores_gemma":[0.000039264847,0.00012846362,0.007609291,0.00047421365,0.00002600674,0.008348094,0.115075506,0.0006548256,0.0020764351,0.029655319,0.8358157,0.00009678539],"about_ca_topic_score_codex":0.03178157,"about_ca_topic_score_gemma":0.050242685,"teacher_disagreement_score":0.03178157,"about_ca_system_score_codex":0.0053265155,"about_ca_system_score_gemma":0.004135244,"threshold_uncertainty_score":0.06319314},"labels":[],"label_agreement":null},{"id":"W2480963530","doi":"10.4018/978-1-59904-857-4.ch040","title":"Federal Public-Key Infrastructure","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Public key infrastructure; Interoperability; Computer security; Certification; Electronic signature; Business; Government (linguistics); Certificate authority; Public-key cryptography; Computer science; Political science; World Wide Web; Law","score_opus":0.0134850444932118,"score_gpt":0.21814591615298967,"score_spread":0.20466087165977787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480963530","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":[0.0013188373,0.017038109,0.025381202,0.0043687224,0.0011071505,0.00010132152,0.0011397857,0.0027534103,0.9467915],"genre_scores_gemma":[0.076452404,0.03817204,0.033485137,0.003128978,0.0013949438,0.00028387082,0.0038992895,0.0007397551,0.8424435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994374,0.00009281637,0.000038555994,0.00013772542,0.00018735767,0.0001060872],"domain_scores_gemma":[0.99953544,0.00010953757,0.000039778715,0.00013602717,0.00013845816,0.000040779476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052404637,0.0007571407,0.00035672978,0.0023704432,0.002003383,0.0041470076,0.0011669362,0.0027410032,0.07987834],"category_scores_gemma":[0.001210212,0.0005171364,0.0004623093,0.0035685995,0.0011103203,0.0066645644,0.0017787066,0.0019448614,0.067452505],"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":[0.000024987708,0.00002843203,0.000053033495,0.00026415082,0.0000047325207,0.00008469646,0.0002002496,0.00052399695,0.00065352896,0.6775505,0.21612157,0.1044901],"study_design_scores_gemma":[0.000002734341,0.000004310642,0.000041096107,0.00006960654,0.0000032807932,0.00012392896,0.000016258871,0.0002218611,0.00037897946,0.023894409,0.97523767,0.000005853875],"about_ca_topic_score_codex":0.0035921566,"about_ca_topic_score_gemma":0.004266583,"teacher_disagreement_score":0.07987834,"about_ca_system_score_codex":0.005595558,"about_ca_system_score_gemma":0.002708373,"threshold_uncertainty_score":0.26721966},"labels":[],"label_agreement":null},{"id":"W2482078891","doi":"10.4018/978-1-59904-855-0.ch005","title":"A Holistic Approach to Information Security Assurance and Risk Management in an Enterprise","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Information security management; Information security; Certified Information Security Manager; Security information and event management; Computer security; Risk analysis (engineering); Information security audit; Security management; Audit; Information security standards; Process management; Standard of Good Practice; Business; Security service; Security convergence; Information assurance; Knowledge management; Computer science; Cloud computing security; Network security policy; Accounting","score_opus":0.011833667928260076,"score_gpt":0.2352110007496987,"score_spread":0.22337733282143862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482078891","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":[0.007083844,0.0570254,0.14962612,0.022871379,0.00077062915,0.00018013826,0.000111355155,0.00036573043,0.76196545],"genre_scores_gemma":[0.31012866,0.13213027,0.2307263,0.008343469,0.0014313783,0.0004691029,0.0004446136,0.00025616068,0.31607008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99914944,0.00027689454,0.000039136798,0.000098253746,0.00035559828,0.00008054625],"domain_scores_gemma":[0.99962187,0.00015202675,0.000025773475,0.00006318728,0.00007704436,0.0000600132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000992165,0.0007920763,0.00042472972,0.001605803,0.0015307233,0.006705858,0.0009889237,0.0018418912,0.0044887853],"category_scores_gemma":[0.0007178731,0.00038034274,0.0005880752,0.001981472,0.004556503,0.0058600195,0.0027433685,0.0031722183,0.001559601],"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":[0.0000058565756,0.000038131006,0.00016677954,0.00019236947,0.000012857468,0.00012548473,0.001962409,0.0022390436,0.00067479396,0.8956521,0.019943714,0.07898657],"study_design_scores_gemma":[0.000005183008,0.000034976878,0.0005464797,0.0007146438,0.00001796043,0.00047356382,0.0010786386,0.0029799978,0.00039849654,0.49990967,0.49381772,0.000022667115],"about_ca_topic_score_codex":0.0025248094,"about_ca_topic_score_gemma":0.0025563366,"teacher_disagreement_score":0.006705858,"about_ca_system_score_codex":0.0043407786,"about_ca_system_score_gemma":0.0043441574,"threshold_uncertainty_score":0.031494737},"labels":[],"label_agreement":null},{"id":"W2484145441","doi":"10.4018/978-1-60960-200-0.ch010","title":"Relationships between Information Security Concerns and National Cultural Dimensions","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Information security; Business; Public relations; Perception; Financial services; Information systems security; National security; Political science; Marketing; Information system; Finance; Psychology; Computer security; Management information systems; Law; Computer science","score_opus":0.0463783604068845,"score_gpt":0.2602416282572337,"score_spread":0.21386326785034918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484145441","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":[0.95661855,0.0008325381,0.0002739703,0.0009429998,0.000021512575,0.000009635196,0.000054863398,0.000005254486,0.041240636],"genre_scores_gemma":[0.9980392,0.0004904665,0.00013460343,0.000158406,0.000008170774,0.0000065290055,0.000033190372,0.0000032061937,0.0011262461],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989184,0.0005195503,0.000062782776,0.00008976595,0.00025932534,0.00015020485],"domain_scores_gemma":[0.9926911,0.0029119088,0.0022850821,0.00041363403,0.0007116679,0.0009865445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015503612,0.00017674532,0.00015605049,0.0010454078,0.0012033839,0.0033571112,0.0003242896,0.00028966056,0.005758259],"category_scores_gemma":[0.005369927,0.00010212451,0.00017471467,0.0017017389,0.0019663423,0.0015137136,0.0016329048,0.001153909,0.00037520676],"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":[0.000057832265,0.00028448453,0.8608869,0.0001436959,0.00006142677,0.0005139842,0.062188983,0.00020887461,0.0004990622,0.01311161,0.0017902356,0.060252942],"study_design_scores_gemma":[0.0000033474907,0.00006758671,0.8418021,0.00026261056,0.000027912347,0.00057456543,0.13608345,0.00036549926,0.00030871664,0.0027330066,0.017738177,0.000032975877],"about_ca_topic_score_codex":0.007815171,"about_ca_topic_score_gemma":0.011201092,"teacher_disagreement_score":0.007815171,"about_ca_system_score_codex":0.0015526621,"about_ca_system_score_gemma":0.0011872737,"threshold_uncertainty_score":0.019263268},"labels":[],"label_agreement":null},{"id":"W2484621096","doi":"10.2495/safe-v6-n2-270-281","title":"A systematic review of information security risk assessment","year":2016,"lang":"en","type":"review","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":32,"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":"Risk analysis (engineering); Risk assessment; Computer science; Computer security; Medicine","score_opus":0.00580713435943124,"score_gpt":0.26587643334320554,"score_spread":0.2600692989837743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484621096","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":[0.0004736689,0.995105,0.0008887888,0.0009330056,0.0004209954,0.0010756745,0.0004067249,0.000015518759,0.00068059226],"genre_scores_gemma":[0.008554815,0.9842919,0.0035101743,0.0009324488,0.00017344867,0.0019278968,0.00033883855,0.000009021705,0.0002614961],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96129066,0.014935924,0.013442786,0.0021503507,0.0075384625,0.0006418056],"domain_scores_gemma":[0.92389977,0.04954044,0.011825097,0.0021590427,0.011798991,0.0007765993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024492035,0.0026056154,0.007037773,0.028322887,0.0015633389,0.004294196,0.0030057786,0.0037330429,0.0063919444],"category_scores_gemma":[0.1329059,0.0015540658,0.007973148,0.022247802,0.0016289405,0.005778589,0.0028879947,0.0025192497,0.00082495436],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009922947,0.000018189623,0.00045221244,0.9144588,0.0035055752,0.00014012936,0.00036356619,0.00014540635,0.00020745832,0.0010039917,0.0042578587,0.075347595],"study_design_scores_gemma":[0.000087782595,0.00008543762,0.0014297185,0.94548845,0.01480424,0.0003145175,0.000311776,0.00006853678,0.00014947282,0.001017321,0.036213167,0.000029615034],"about_ca_topic_score_codex":0.0070310286,"about_ca_topic_score_gemma":0.021486562,"teacher_disagreement_score":0.028322887,"about_ca_system_score_codex":0.008358292,"about_ca_system_score_gemma":0.03352794,"threshold_uncertainty_score":0.12952787},"labels":[],"label_agreement":null},{"id":"W2490221268","doi":"10.4018/978-1-59904-937-3.ch163","title":"A Social Ontology for Integrating Security and Software Engineering","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Security engineering; Software security assurance; Computer science; Ontology; Social engineering (security); Computer security; Software engineering; Engineering; Risk analysis (engineering); Security service; Information security; Business","score_opus":0.01387983836875234,"score_gpt":0.2348095379012135,"score_spread":0.22092969953246117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490221268","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":[0.0045023635,0.010439898,0.5639367,0.024406642,0.0012251637,0.00020857807,0.00021677873,0.00037032942,0.3946934],"genre_scores_gemma":[0.27654225,0.023899127,0.5601348,0.006350652,0.0013169193,0.0011925854,0.00090255623,0.0005736521,0.12908748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982216,0.00093234814,0.00011953277,0.00015717921,0.0004691269,0.0001003447],"domain_scores_gemma":[0.99881977,0.0006737038,0.00008743855,0.00018419487,0.00012965142,0.00010528761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021507987,0.0009510688,0.0005836886,0.0029861052,0.002741256,0.0050700307,0.0013813659,0.0026625532,0.005045641],"category_scores_gemma":[0.001955786,0.000597685,0.0011016537,0.0031761744,0.011368004,0.0106311245,0.0035690472,0.0050615883,0.0013730753],"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":[9.5018737e-7,0.000004929326,0.00002298546,0.000033489156,0.000002075121,0.000031090072,0.00066762033,0.000306063,0.00008719659,0.9906504,0.0021482666,0.0060448414],"study_design_scores_gemma":[0.000002858193,0.000005493383,0.000057311026,0.00010616696,0.000003692806,0.00009082561,0.00056397705,0.001652833,0.00011134259,0.8397627,0.15763503,0.000007811388],"about_ca_topic_score_codex":0.0041891607,"about_ca_topic_score_gemma":0.0047586085,"teacher_disagreement_score":0.0050700307,"about_ca_system_score_codex":0.004819534,"about_ca_system_score_gemma":0.0037190523,"threshold_uncertainty_score":0.034968257},"labels":[],"label_agreement":null},{"id":"W2491508205","doi":"10.4018/978-1-60566-952-6.ch013","title":"Trends in Technoethics","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in information security, privacy, and ethics book series","topic":"Information and Cyber Security","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":"","keywords":"Workflow; Flexibility (engineering); The Internet; Emerging technologies; Computer science; Work (physics); Information technology; Telecommunications; Knowledge management; World Wide Web; Engineering","score_opus":0.017268005199294164,"score_gpt":0.28391143696385196,"score_spread":0.2666434317645578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2491508205","genre_codex":"other","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":[0.010690722,0.116611995,0.0049246876,0.05085496,0.0030456705,0.000035470683,0.00025691398,0.00011656873,0.8134629],"genre_scores_gemma":[0.25367364,0.24149372,0.0057460116,0.012932023,0.007177677,0.00018750974,0.0008115568,0.0005386958,0.47743928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977223,0.0005643795,0.00012634855,0.00026292694,0.00106334,0.00026071843],"domain_scores_gemma":[0.9975745,0.0010057864,0.00021750617,0.00025444888,0.0006198882,0.000327819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018020604,0.00049354054,0.00042773865,0.0047161262,0.0019360128,0.009623213,0.0007985762,0.0023881826,0.031330723],"category_scores_gemma":[0.0041342448,0.0002490501,0.00035189302,0.008817432,0.0062681083,0.007226032,0.0025520544,0.0035034737,0.005466422],"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":[0.000014836897,0.00002796791,0.00049913215,0.00027464877,0.0000042073407,0.00008270765,0.0019430349,0.00022110295,0.00020777833,0.89185745,0.041246165,0.06362091],"study_design_scores_gemma":[0.0000028381762,0.000009560702,0.0010686072,0.0004061125,0.0000018643575,0.0001797347,0.00072698,0.00021929468,0.000119610886,0.047175292,0.9500829,0.0000071541917],"about_ca_topic_score_codex":0.0031349503,"about_ca_topic_score_gemma":0.003772977,"teacher_disagreement_score":0.031330723,"about_ca_system_score_codex":0.006577534,"about_ca_system_score_gemma":0.003155158,"threshold_uncertainty_score":0.10481173},"labels":[],"label_agreement":null},{"id":"W2492589760","doi":"10.4018/978-1-59904-147-6.ch006","title":"Modelling Security Patterns Using NFR Analysis","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Scope (computer science); Representation (politics); Software design pattern; Context (archaeology); Computer security model; Computer security; Data science; Geography; Political science","score_opus":0.037924433065125183,"score_gpt":0.26783250140771225,"score_spread":0.22990806834258706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2492589760","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013895537,0.00027309312,0.9631623,0.00033308062,0.000030742205,0.0001974129,0.0004259258,0.0014221782,0.020259695],"genre_scores_gemma":[0.16290945,0.00083374686,0.81343937,0.00013963199,0.000028520162,0.00053085765,0.0018488171,0.00062792434,0.019641731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877805,0.00037865882,0.00010817412,0.00019867085,0.00041374195,0.00012259942],"domain_scores_gemma":[0.99729735,0.0017907431,0.0002452587,0.0003376774,0.00028716365,0.00004180468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017063357,0.00094141864,0.00046117464,0.0029322016,0.00073264405,0.0024679948,0.0015019387,0.0016214448,0.009270194],"category_scores_gemma":[0.0052613337,0.0005573563,0.0019948066,0.0016327415,0.0012095129,0.0039358856,0.0012395604,0.0012184451,0.0021963364],"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":[0.000089297224,0.00012572276,0.0036909166,0.0005022083,0.00006208753,0.00097264163,0.002472438,0.26078993,0.0087241065,0.5565725,0.0058084237,0.16018975],"study_design_scores_gemma":[0.000023438452,0.00003778554,0.00075546,0.00022890554,0.00004107935,0.00051311473,0.00044349855,0.72853625,0.004146848,0.1970881,0.06814383,0.000041738356],"about_ca_topic_score_codex":0.009624457,"about_ca_topic_score_gemma":0.009025621,"teacher_disagreement_score":0.009624457,"about_ca_system_score_codex":0.0016164267,"about_ca_system_score_gemma":0.0011144307,"threshold_uncertainty_score":0.03101188},"labels":[],"label_agreement":null},{"id":"W2495748350","doi":"10.1002/9781118830208.app","title":"Cost of Missing Quality: Case Studies","year":2014,"lang":"en","type":"other","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Citation; Library science; Quality (philosophy); World Wide Web; Computer science; Philosophy","score_opus":0.08358548719231434,"score_gpt":0.36597521675593075,"score_spread":0.2823897295636164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495748350","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":[0.8791978,0.011158269,0.03395219,0.020856783,0.00035995088,0.0029172949,0.0024043377,0.00026664388,0.04888679],"genre_scores_gemma":[0.9784896,0.0030282182,0.013964892,0.0015805608,0.00013210658,0.0005172946,0.00043216682,0.00006595281,0.0017892482],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9485783,0.03556907,0.0034257725,0.0012706174,0.008303073,0.0028531624],"domain_scores_gemma":[0.59501505,0.34774268,0.020842807,0.009995364,0.021614583,0.004789419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.042921573,0.0008428483,0.000737806,0.0047289166,0.0076937103,0.003594738,0.004090076,0.0071418663,0.0062814816],"category_scores_gemma":[0.16462187,0.00084573484,0.0017836755,0.009593183,0.0033437028,0.0048570763,0.0038777238,0.003686259,0.0004378045],"study_design_candidate":"qualitative","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":[0.002760882,0.0072796387,0.36522892,0.009098664,0.0013088719,0.18603495,0.05251115,0.027456686,0.0010576928,0.061315767,0.06325951,0.22268724],"study_design_scores_gemma":[0.0012245466,0.005308107,0.18732196,0.013872399,0.0018171691,0.23984393,0.22940043,0.05441768,0.006838933,0.04956897,0.20961282,0.00077308825],"about_ca_topic_score_codex":0.027936602,"about_ca_topic_score_gemma":0.034312025,"teacher_disagreement_score":0.042921573,"about_ca_system_score_codex":0.0073843757,"about_ca_system_score_gemma":0.0054214564,"threshold_uncertainty_score":0.22699368},"labels":[],"label_agreement":null},{"id":"W2495788333","doi":"10.4018/978-1-59904-804-8.ch010","title":"Information Systems Security","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":true,"ca_institutions":"Queen's University","funders":"","keywords":"Business; Information security; Certified Information Security Manager; Information security management; Information systems security; Security information and event management; Security management; Investment (military); Information security audit; Computer security; Cloud computing security; Knowledge management; Public relations; Security service; Information system; Finance; Network security policy; Management information systems; Political science; Computer science","score_opus":0.010908233507997392,"score_gpt":0.21214438715909667,"score_spread":0.2012361536510993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2495788333","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":[0.023071375,0.010002387,0.014677654,0.018829431,0.00063525245,0.00017442432,0.0005342976,0.0006961162,0.9313791],"genre_scores_gemma":[0.46578267,0.023664666,0.017993629,0.006698453,0.0007864586,0.00020310482,0.0015495603,0.0001860281,0.4831355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814,0.00047706586,0.00008340629,0.00011756363,0.0009984764,0.00018352595],"domain_scores_gemma":[0.9970259,0.0010945409,0.00029909072,0.00050096924,0.0007837497,0.00029585246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020720223,0.0003855919,0.000209282,0.0011229968,0.0014176193,0.0038319575,0.0003397948,0.0008916006,0.033092506],"category_scores_gemma":[0.005582927,0.00014660732,0.0001614497,0.0013987388,0.0014285906,0.0037076084,0.001416628,0.00097320526,0.0113500925],"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":[0.000020081916,0.000088811736,0.006172033,0.00039525106,0.00001273979,0.00018479423,0.005986634,0.00033373476,0.0012829653,0.21497373,0.23431697,0.5362323],"study_design_scores_gemma":[0.0000030204224,0.000054170134,0.006792128,0.0004082506,0.000006412707,0.00056536816,0.0020975356,0.0005801123,0.0006514594,0.023805335,0.9650244,0.000011689512],"about_ca_topic_score_codex":0.005822584,"about_ca_topic_score_gemma":0.007920113,"teacher_disagreement_score":0.033092506,"about_ca_system_score_codex":0.002381614,"about_ca_system_score_gemma":0.003915558,"threshold_uncertainty_score":0.110705435},"labels":[],"label_agreement":null},{"id":"W2503607398","doi":"10.4018/978-1-59140-789-8.ch172","title":"IT Security Policy in Public Organizations","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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 security; Information security; Computer science; Confidentiality; Information security management; Denial-of-service attack; Information system; Information security standards; Security service; Security information and event management; The Internet; Cloud computing security; Engineering; Network security policy; World Wide Web","score_opus":0.01946364889329331,"score_gpt":0.2607776093421466,"score_spread":0.2413139604488533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503607398","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":[0.023038376,0.0079413485,0.0070465636,0.22254638,0.0015599632,0.00011407117,0.00011530822,0.00013107416,0.7375069],"genre_scores_gemma":[0.83025676,0.0054501197,0.0022329052,0.056611054,0.0022311057,0.00023204983,0.00014794376,0.00015375987,0.10268436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97700685,0.008463767,0.00081389624,0.0019006545,0.0054057133,0.006409065],"domain_scores_gemma":[0.9781528,0.009702208,0.0023241674,0.0024711106,0.0036350316,0.0037146304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017855259,0.00045249698,0.00051043206,0.0033239503,0.012998876,0.02900235,0.0015689051,0.013722436,0.02172658],"category_scores_gemma":[0.032378502,0.00059138954,0.0006033806,0.0049440246,0.014254282,0.016668977,0.007890502,0.010570428,0.0038842643],"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":[0.000010663955,0.00003578812,0.00049172016,0.000031255975,0.000005265495,0.00007217854,0.0017667116,0.0002473569,0.00004691174,0.96756876,0.019742569,0.009980836],"study_design_scores_gemma":[0.000022702865,0.00003850296,0.0014661846,0.00073009427,0.000016902288,0.00012820741,0.0051592547,0.0006463384,0.0002566826,0.4600083,0.5314935,0.000033357206],"about_ca_topic_score_codex":0.01949995,"about_ca_topic_score_gemma":0.009006927,"teacher_disagreement_score":0.02900235,"about_ca_system_score_codex":0.022266673,"about_ca_system_score_gemma":0.028039016,"threshold_uncertainty_score":0.16155678},"labels":[],"label_agreement":null},{"id":"W2505165529","doi":"10.4018/978-1-61692-805-6.ch012","title":"The 2009 Rotman-telus Joint Study on IT Security Best Practices","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":true,"ca_institutions":"Telus (Canada); University of Toronto","funders":"","keywords":"Focus group; Best practice; Public relations; Political science; Relevance (law); Coping (psychology); Business; Management; Marketing; Psychology","score_opus":0.040114212240012916,"score_gpt":0.29365233433963367,"score_spread":0.25353812209962073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505165529","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":[0.43016648,0.02087201,0.0007281286,0.03723481,0.0010713468,0.00027899048,0.0018632412,0.000063431056,0.50772154],"genre_scores_gemma":[0.72882473,0.022839757,0.0014656049,0.005884689,0.0002447161,0.0005827369,0.0012036093,0.00009567308,0.23885845],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824774,0.0004122976,0.000055783777,0.00013817195,0.0008693035,0.00027666098],"domain_scores_gemma":[0.9969421,0.0013184795,0.00024129872,0.000115748575,0.0008725191,0.0005098171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024477374,0.00019759532,0.00033343417,0.0010402992,0.0066352454,0.004777065,0.0005692225,0.0008809646,0.0063447687],"category_scores_gemma":[0.004168039,0.00025146044,0.00014641775,0.0031926197,0.0027623773,0.0028217593,0.0016363085,0.0019297979,0.0008454291],"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":[0.000034836852,0.00017591659,0.013191336,0.00041718237,0.0000070421147,0.00040835125,0.49573258,0.000093787115,0.00036251967,0.07123874,0.27642727,0.1419104],"study_design_scores_gemma":[0.000008066856,0.00004761822,0.048643492,0.00077398407,0.0000058222868,0.00015785774,0.26147726,0.00006477597,0.00019997246,0.0012046205,0.6873924,0.000024085688],"about_ca_topic_score_codex":0.49612954,"about_ca_topic_score_gemma":0.8037848,"teacher_disagreement_score":0.49612954,"about_ca_system_score_codex":0.025095178,"about_ca_system_score_gemma":0.03274404,"threshold_uncertainty_score":0.9864835},"labels":[],"label_agreement":null},{"id":"W2506400836","doi":"10.5006/c2016-07573","title":"Methodology for Threat Assessment and Mitigation Planning for Pipeline Integrity","year":2016,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Stantec (Canada)","funders":"","keywords":"Integrity management; Pipeline (software); Computer science; Reliability engineering; Forensic engineering; Environmental science; Risk analysis (engineering); Petroleum engineering; Systems engineering; Construction engineering; Engineering; Business","score_opus":0.11491798993699208,"score_gpt":0.3982676011538182,"score_spread":0.2833496112168261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2506400836","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":[0.0016647539,0.00007162319,0.9935962,0.00016808938,0.000020198007,0.0005884311,0.00015294248,0.0004996691,0.0032381308],"genre_scores_gemma":[0.032481495,0.00009979119,0.9651217,0.00004021123,0.000013111019,0.00060137553,0.00026677354,0.00006477523,0.0013107901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942411,0.0025471179,0.00057641306,0.00055661896,0.0017899639,0.00028887475],"domain_scores_gemma":[0.9883597,0.0049576988,0.0011698568,0.0011242058,0.0040805326,0.00030808116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008134171,0.0016661135,0.00068916904,0.006246339,0.0017630366,0.0036674493,0.0025153188,0.0017982338,0.012063407],"category_scores_gemma":[0.02049289,0.0009551752,0.002317524,0.0024180722,0.0013567758,0.0022698368,0.003499246,0.0016098998,0.002223187],"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":[0.000096413096,0.0002860928,0.00518382,0.0013765752,0.00022741474,0.0012741328,0.0018456335,0.30082074,0.009720567,0.18291065,0.009614575,0.4866434],"study_design_scores_gemma":[0.000054042095,0.00023116803,0.0012650491,0.0006075059,0.00013677365,0.0006678325,0.0011745818,0.7970136,0.008628959,0.13816492,0.051960036,0.000095485215],"about_ca_topic_score_codex":0.005168089,"about_ca_topic_score_gemma":0.0057188612,"teacher_disagreement_score":0.012063407,"about_ca_system_score_codex":0.0023846964,"about_ca_system_score_gemma":0.0060299775,"threshold_uncertainty_score":0.043018103},"labels":[],"label_agreement":null},{"id":"W2508268566","doi":"10.18293/seke2016-106","title":"A Characterization of Negative User Stories","year":2016,"lang":"en","type":"article","venue":"Proceedings/Proceedings of the ... International Conference on Software Engineering and Knowledge Engineering","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"User story; Computer science; Agile software development; Context (archaeology); Process (computing); Human–computer interaction; World Wide Web; Software engineering; Software development; Programming language; Software","score_opus":0.012952853144093114,"score_gpt":0.2156829330287145,"score_spread":0.20273007988462138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508268566","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":[0.654387,0.0011182253,0.22636688,0.0033545261,0.00018295308,0.00038777626,0.00038005487,0.00075719575,0.1130654],"genre_scores_gemma":[0.98170096,0.00022762426,0.012717154,0.00030187023,0.000041390405,0.00017803043,0.0002135481,0.00013100177,0.00448851],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9915126,0.004908534,0.0004218091,0.00047939364,0.0021653266,0.0005122308],"domain_scores_gemma":[0.9507657,0.033700727,0.005340198,0.0029994126,0.0055581033,0.0016357866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004302116,0.000855279,0.0003254492,0.0023948937,0.0021718761,0.0043228674,0.001237585,0.0015583155,0.0023450814],"category_scores_gemma":[0.033680033,0.00038266726,0.00036700585,0.0011151072,0.004849667,0.004973847,0.004185699,0.0015927372,0.000524945],"study_design_candidate":"observational","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":[0.00063997926,0.00018157274,0.056741614,0.0009965956,0.00006658566,0.009817455,0.49005416,0.0023942303,0.028241461,0.27192664,0.008828784,0.13011102],"study_design_scores_gemma":[0.00005804485,0.00082231266,0.06155837,0.0015171508,0.0001840259,0.059584443,0.27985188,0.054848745,0.028671708,0.19809546,0.31432533,0.00048257617],"about_ca_topic_score_codex":0.0011608154,"about_ca_topic_score_gemma":0.0011313364,"teacher_disagreement_score":0.0043228674,"about_ca_system_score_codex":0.0009638687,"about_ca_system_score_gemma":0.0007046269,"threshold_uncertainty_score":0.022752047},"labels":[],"label_agreement":null},{"id":"W2511238452","doi":"","title":"Reducing Security Incidents in a Canadian PHIPA Regulated Environment with an Employee-Based Risk Management Strategy","year":2016,"lang":"en","type":"article","venue":"Spectrum Research Repository (Concordia University)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Business; Information security; Information security management; Data breach; Risk management; Security management; Work (physics); Employee engagement; Employee research; Public relations; Knowledge management; Security information and event management; Computer security; Computer science; Engineering; Finance; Cloud computing security","score_opus":0.01487838472488784,"score_gpt":0.23184623091963902,"score_spread":0.21696784619475118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511238452","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":[0.944862,0.00022378031,0.0057668258,0.006053486,0.00005761372,0.0006052868,0.00007798698,0.00014424855,0.04220871],"genre_scores_gemma":[0.9849037,0.0002799272,0.0073499586,0.0005753011,0.000007855357,0.000114812,0.000053189757,0.0000120353325,0.0067031137],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99526054,0.0014693397,0.00010882243,0.0002992921,0.0015635104,0.0012986183],"domain_scores_gemma":[0.99451005,0.0006427943,0.0007199934,0.00030731727,0.0024182545,0.0014015043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038389808,0.00038970378,0.0001560249,0.0013062734,0.01323836,0.0044508995,0.0021396524,0.0009252954,0.0021624886],"category_scores_gemma":[0.007113429,0.00028524068,0.00040264273,0.0012334578,0.0030667053,0.0010015601,0.0034945437,0.0013467798,0.00023143274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005706218,0.004015762,0.24919544,0.0006253726,0.00014221168,0.004199342,0.21173817,0.0111932475,0.018047212,0.028961146,0.035249185,0.43606243],"study_design_scores_gemma":[0.00022273768,0.003146632,0.4165658,0.0005856889,0.00020870758,0.0008294676,0.37171105,0.01614784,0.010511444,0.0050510466,0.17454425,0.0004754062],"about_ca_topic_score_codex":0.8871827,"about_ca_topic_score_gemma":0.95093906,"teacher_disagreement_score":0.11281729,"about_ca_system_score_codex":0.038140375,"about_ca_system_score_gemma":0.13138811,"threshold_uncertainty_score":0.27672905},"labels":[],"label_agreement":null},{"id":"W2511989507","doi":"10.1109/compsac.2016.186","title":"Security Controls for Monitored Use of USB Devices Based on the NIST Risk Management Framework","year":2016,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"USB; Firmware; Computer science; Hacker; Computer security; Malware; Vulnerability (computing); Embedded system; Rootkit; Microcode; Operating system; Software","score_opus":0.016969885336243995,"score_gpt":0.24400004301587097,"score_spread":0.22703015767962698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511989507","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":[0.06324919,0.0022553205,0.7935021,0.005670892,0.0003511479,0.005319969,0.0008035495,0.011287836,0.11756007],"genre_scores_gemma":[0.5124051,0.0010646302,0.47032928,0.0009998404,0.00014318524,0.002054054,0.00090500986,0.0002769684,0.0118219],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9731092,0.005874111,0.0019439149,0.001499574,0.016313769,0.0012594305],"domain_scores_gemma":[0.9788305,0.0034890857,0.0040152255,0.0024882478,0.010547621,0.0006292935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016957419,0.0017726254,0.000828012,0.007155674,0.0022406455,0.0050566816,0.0034881085,0.0024103618,0.0028009827],"category_scores_gemma":[0.023360651,0.00053958327,0.0014723606,0.0013039669,0.0017194665,0.0041304007,0.003285593,0.00245549,0.0014438102],"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":[0.000427632,0.0022225368,0.04131948,0.0010742715,0.0002738576,0.000793445,0.0023673414,0.1136438,0.033341695,0.29254347,0.055598322,0.45639414],"study_design_scores_gemma":[0.00021034382,0.0018542899,0.043728225,0.0024573866,0.0004803194,0.0015303356,0.001579706,0.58158916,0.056482323,0.10345202,0.20575364,0.00088227185],"about_ca_topic_score_codex":0.011174079,"about_ca_topic_score_gemma":0.011798523,"teacher_disagreement_score":0.016957419,"about_ca_system_score_codex":0.0043524606,"about_ca_system_score_gemma":0.010662536,"threshold_uncertainty_score":0.08968049},"labels":[],"label_agreement":null},{"id":"W2512352309","doi":"10.5539/mas.v10n11p159","title":"A CTF-Based Approach in Information Security Education: An Extracurricular Activity in Teaching Students at Altai State University, Russia","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Information and Cyber Security","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":"Club; Computer science; State (computer science); Mathematics education; Psychology","score_opus":0.007162472236117728,"score_gpt":0.23865591000656333,"score_spread":0.2314934377704456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512352309","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":[0.9680825,0.00018678917,0.011908048,0.0007936866,0.0001904994,0.0007566859,0.00009690281,0.00024596025,0.017738909],"genre_scores_gemma":[0.9469003,0.00028932482,0.031465735,0.0002095643,0.00009535444,0.00062945904,0.00024762325,0.00005742659,0.020105124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99805826,0.00091134803,0.00005161223,0.00032303977,0.00019942067,0.00045630828],"domain_scores_gemma":[0.9974375,0.00027840244,0.00011682171,0.0001310999,0.00022616243,0.0018101209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022694697,0.000994169,0.00046992186,0.0013320689,0.004159118,0.0023719177,0.0015881275,0.0014016491,0.005969959],"category_scores_gemma":[0.0021977434,0.00030385974,0.000654896,0.0006256328,0.0012268669,0.00095144176,0.004100338,0.0017540333,0.002076469],"study_design_candidate":"observational","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":[0.0008757158,0.044328324,0.06984279,0.0012338705,0.000059539067,0.0049805855,0.13470665,0.0054863202,0.055769134,0.010581585,0.02878076,0.64335483],"study_design_scores_gemma":[0.0005167885,0.012761409,0.30805537,0.0011301987,0.00017465098,0.005078936,0.2276003,0.025052575,0.06579309,0.013775908,0.3395962,0.0004645088],"about_ca_topic_score_codex":0.0010578299,"about_ca_topic_score_gemma":0.0032899496,"teacher_disagreement_score":0.005969959,"about_ca_system_score_codex":0.0014546459,"about_ca_system_score_gemma":0.0028304444,"threshold_uncertainty_score":0.01997155},"labels":[],"label_agreement":null},{"id":"W2512372125","doi":"10.20533/ijisr.2042.4639.2012.0022","title":"A New CVSS-Based Tool to Mitigate the Effects of Software Vulnerabilities","year":2012,"lang":"en","type":"article","venue":"International Journal for Information Security Research","topic":"Information and Cyber Security","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 of Edmonton","funders":"","keywords":"Computer science; Secure coding; Software; Risk analysis (engineering); Software engineering; Computer security; Software security assurance; Business; Operating system; Information security","score_opus":0.027041214898435192,"score_gpt":0.3641161133047129,"score_spread":0.3370748984062777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512372125","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":[0.021201257,0.00039191323,0.5990543,0.0004622067,0.0003432566,0.0011069078,0.004896965,0.3542209,0.018322283],"genre_scores_gemma":[0.14982544,0.00077211723,0.79002553,0.00048020371,0.00016166114,0.0013829754,0.014707243,0.015832992,0.026811827],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981804,0.00026172295,0.00021883541,0.00027708567,0.00096295116,0.00009904179],"domain_scores_gemma":[0.99500775,0.0022583765,0.0005210758,0.0006174847,0.0013979904,0.00019731554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00241302,0.0018656551,0.0009033431,0.0055407975,0.00057597156,0.0019953933,0.0022573865,0.0010742602,0.018131426],"category_scores_gemma":[0.009434427,0.00071924506,0.001049599,0.0022448185,0.0004501321,0.0029490844,0.0019703065,0.0012346979,0.004991483],"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":[0.00062191696,0.00064782146,0.01270222,0.0018382437,0.00023711797,0.0010929481,0.0011611504,0.020528907,0.028952582,0.0137758525,0.14734964,0.7710917],"study_design_scores_gemma":[0.00057004846,0.0009409469,0.0234507,0.00091345934,0.00038780173,0.003524645,0.0006118545,0.4408068,0.09584749,0.030028448,0.4022714,0.00064650114],"about_ca_topic_score_codex":0.0020612364,"about_ca_topic_score_gemma":0.0023635195,"teacher_disagreement_score":0.018131426,"about_ca_system_score_codex":0.00059962214,"about_ca_system_score_gemma":0.00134225,"threshold_uncertainty_score":0.060655713},"labels":[],"label_agreement":null},{"id":"W2537140541","doi":"10.1109/passat/socialcom.2011.184","title":"Trend Analysis of the CVE for Software Vulnerability Management","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":40,"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 of Edmonton","funders":"","keywords":"Vulnerability (computing); Computer science; Vulnerability assessment; Authentication (law); Vulnerability management; Computer security; Process (computing); Risk management; Business; Medicine","score_opus":0.028162377807746174,"score_gpt":0.24701758485104555,"score_spread":0.2188552070432994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2537140541","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":[0.9538142,0.0010953511,0.023768308,0.000512389,0.000051736453,0.00019494581,0.012165624,0.0005850056,0.0078124627],"genre_scores_gemma":[0.97656757,0.00038065415,0.014991694,0.0000240102,0.00003041563,0.00014565444,0.0069877803,0.000048130507,0.00082413125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971903,0.0004283876,0.00044150752,0.0005203952,0.0012299042,0.00018959271],"domain_scores_gemma":[0.9728872,0.010327682,0.007917009,0.0017320784,0.006650274,0.00048588368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038238058,0.00040473545,0.00037148385,0.014560626,0.00042820684,0.0016707582,0.00047700535,0.0003814444,0.0013440729],"category_scores_gemma":[0.020259792,0.00017242813,0.0006974526,0.011791676,0.00030231755,0.0023051735,0.00074741914,0.0007828955,0.00043361168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113171445,0.00006999786,0.8644285,0.00020218156,0.00020256698,0.00017897387,0.0011347573,0.004397686,0.0026757708,0.002427373,0.0031278096,0.12104116],"study_design_scores_gemma":[0.000006277274,0.00025256546,0.9455413,0.000113230366,0.000074263386,0.0005690103,0.0018601214,0.03611189,0.0024430216,0.00233128,0.010638404,0.000058685237],"about_ca_topic_score_codex":0.0060901977,"about_ca_topic_score_gemma":0.0072115967,"teacher_disagreement_score":0.014560626,"about_ca_system_score_codex":0.00094179634,"about_ca_system_score_gemma":0.0007745059,"threshold_uncertainty_score":0.020222425},"labels":[],"label_agreement":null},{"id":"W2544312844","doi":"10.1109/passat/socialcom.2011.121","title":"An Analysis of CVSS v2 Environmental Scoring","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 of Edmonton","funders":"","keywords":"Computer science; Calculator; Base (topology); Range (aeronautics); Machine learning; Data mining; Artificial intelligence; Engineering; Mathematics","score_opus":0.01664564632363627,"score_gpt":0.21337841363510707,"score_spread":0.1967327673114708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544312844","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":[0.8787023,0.00021702296,0.065901704,0.00033551795,0.00010035342,0.00022110507,0.0024982172,0.0024560296,0.0495678],"genre_scores_gemma":[0.97679543,0.000070715876,0.017826227,0.00004528669,0.000021502225,0.00008117944,0.0019020553,0.00029537422,0.0029621643],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98926216,0.0021820783,0.00035082383,0.00074928254,0.0069631264,0.0004924586],"domain_scores_gemma":[0.9702017,0.012044623,0.0024121602,0.0027568117,0.012218068,0.00036671825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053927097,0.000763548,0.00054587884,0.0063664145,0.0008086952,0.0017853811,0.0007001587,0.0003567116,0.0030294056],"category_scores_gemma":[0.034543753,0.00020239635,0.0005221054,0.0065832417,0.0006774957,0.001311829,0.0017443765,0.0007459664,0.0008466585],"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":[0.0005860466,0.00021796243,0.418221,0.00030390476,0.00035789955,0.0011219899,0.0016788411,0.14007227,0.014988313,0.021863492,0.015287947,0.3853004],"study_design_scores_gemma":[0.00003929339,0.00083761057,0.5450481,0.00016925953,0.00015834966,0.0013480004,0.0025674244,0.3584249,0.04190784,0.013841872,0.035403635,0.0002537304],"about_ca_topic_score_codex":0.0063061,"about_ca_topic_score_gemma":0.006052425,"teacher_disagreement_score":0.0063664145,"about_ca_system_score_codex":0.0016518397,"about_ca_system_score_gemma":0.0008630024,"threshold_uncertainty_score":0.02851975},"labels":[],"label_agreement":null},{"id":"W2544618420","doi":"10.1109/metrisec.2011.11","title":"An Enhanced Threat Identification Approach for Collusion Threats","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"Collusion; Identification (biology); Computer security; Computer science; Business; Industrial organization","score_opus":0.04257946561617239,"score_gpt":0.2724309269107329,"score_spread":0.22985146129456052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2544618420","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":[0.0029249608,0.00012493848,0.98904455,0.00055295194,0.000052459363,0.00017608752,0.000019056593,0.00014716086,0.0069578704],"genre_scores_gemma":[0.22506441,0.00035974078,0.7651491,0.00045053748,0.00019779848,0.0004080738,0.00009264026,0.00006076053,0.008216973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9919912,0.0034598904,0.0005176775,0.0008559669,0.0027428227,0.00043243347],"domain_scores_gemma":[0.9913038,0.003940312,0.0009133193,0.001506573,0.0019968844,0.00033913885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006522759,0.0013116203,0.000999038,0.002969739,0.0017779557,0.0034112222,0.0027611468,0.0029112536,0.003395686],"category_scores_gemma":[0.014648862,0.0007713638,0.002064007,0.0009394814,0.0033085851,0.007708913,0.0064013726,0.0040273317,0.0010027053],"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":[0.00006250999,0.00020670982,0.0021306872,0.00029912867,0.00009287821,0.0012728273,0.0021171384,0.06882862,0.005600419,0.80928755,0.0039533935,0.106148176],"study_design_scores_gemma":[0.000029944522,0.000130117,0.0005821518,0.00019446058,0.000076056844,0.0012958087,0.0006547385,0.61545986,0.0025167444,0.35359377,0.025369437,0.000096869466],"about_ca_topic_score_codex":0.0013310601,"about_ca_topic_score_gemma":0.0017131837,"teacher_disagreement_score":0.006522759,"about_ca_system_score_codex":0.0014104096,"about_ca_system_score_gemma":0.0027531555,"threshold_uncertainty_score":0.03449607},"labels":[],"label_agreement":null},{"id":"W2554793965","doi":"10.5281/zenodo.3264232","title":"Assessment of Interdependencies between Communication and Information Technology Infrastructure and other Critical Infrastructures from Public Failure Reports","year":2006,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"","keywords":"Interdependence; Critical infrastructure; Computer science; Set (abstract data type); Categorization; Domain (mathematical analysis); Computer security; Risk analysis (engineering); Critical infrastructure protection; Data science; Business","score_opus":0.010783718853127823,"score_gpt":0.24046258628180817,"score_spread":0.22967886742868035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554793965","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":[0.98467016,0.00016814715,0.010282929,0.000116867115,0.0000123519,0.00017097061,0.0023736195,0.00013290514,0.002072037],"genre_scores_gemma":[0.98655164,0.00017549266,0.008743025,0.000008370576,0.000018635195,0.000123969,0.0040021045,0.000017404403,0.00035951415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994974,0.001504177,0.00079105375,0.00029309184,0.0020875486,0.00035017252],"domain_scores_gemma":[0.92308575,0.04205085,0.016547607,0.0043020668,0.01286667,0.0011470263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0081696175,0.0006200942,0.00051798514,0.017861163,0.00045204643,0.0016385621,0.00066255155,0.0005856982,0.0010636947],"category_scores_gemma":[0.03716039,0.00029403958,0.0005428763,0.00979923,0.0004383073,0.002550374,0.0011695587,0.0007357383,0.00035851984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000392261,0.0003458543,0.86173415,0.00043820555,0.00031316868,0.00070005446,0.0033793654,0.022979371,0.0041874424,0.0020969983,0.0014670469,0.10196609],"study_design_scores_gemma":[0.000021513122,0.00050101074,0.9029766,0.00010667439,0.00021542245,0.00045374225,0.0071194447,0.075649075,0.006249777,0.0016494463,0.0049570915,0.000100293255],"about_ca_topic_score_codex":0.0074894475,"about_ca_topic_score_gemma":0.007774376,"teacher_disagreement_score":0.017861163,"about_ca_system_score_codex":0.0010552338,"about_ca_system_score_gemma":0.0010131617,"threshold_uncertainty_score":0.04320562},"labels":[],"label_agreement":null},{"id":"W2559395125","doi":"10.1287/isre.2016.0677","title":"When Being Hot Is Not Cool: Monitoring Hot Lists for Information Security","year":2016,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Outsourcing; Profiling (computer programming); Overhead (engineering); Key (lock); Context (archaeology); Session (web analytics); Event (particle physics); Operations research; Reliability engineering; Computer security; Business","score_opus":0.06147394235174712,"score_gpt":0.3417011053075714,"score_spread":0.2802271629558243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559395125","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":[0.49222258,0.0015848473,0.48298943,0.005746405,0.00020711111,0.00029784176,0.00026213724,0.00057004514,0.016119568],"genre_scores_gemma":[0.9666589,0.00028175872,0.030459663,0.00018108368,0.000051207124,0.000076528086,0.00004327298,0.000052461077,0.00219505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632615,0.0020833141,0.00008033513,0.00035179558,0.0005017877,0.00065659883],"domain_scores_gemma":[0.9845955,0.009814833,0.0026220407,0.0010189385,0.0006161786,0.0013325328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055284756,0.0007248199,0.000900007,0.0008080351,0.0014939124,0.0027847902,0.0017235145,0.0019771068,0.004711361],"category_scores_gemma":[0.020494333,0.00067499606,0.0006014643,0.0010223488,0.0023045868,0.0067207864,0.0021688472,0.0022897425,0.0003740152],"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":[0.000809832,0.000392429,0.0068438393,0.00024947734,0.00009271227,0.0004854904,0.00092841405,0.78072095,0.0049477485,0.14756674,0.004268107,0.052694276],"study_design_scores_gemma":[0.000041216637,0.00022315401,0.0020305475,0.000044361594,0.000028143275,0.00014406258,0.00044739642,0.9301789,0.0010930634,0.063784406,0.0019415556,0.00004323341],"about_ca_topic_score_codex":0.0030983917,"about_ca_topic_score_gemma":0.0034489005,"teacher_disagreement_score":0.0055284756,"about_ca_system_score_codex":0.0022459999,"about_ca_system_score_gemma":0.0022609076,"threshold_uncertainty_score":0.029237747},"labels":[],"label_agreement":null},{"id":"W2563243935","doi":"","title":"Protecting Information: Active Cyber Defence for the Business Entity: A Prerequisite Corporate Policy","year":2016,"lang":"en","type":"article","venue":"Academy of strategic management journal/Academy of Strategic Management journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":9,"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":"Identity theft; Harm; Corporation; Confidentiality; Business; Law; Law and economics; Internet privacy; Economics; Political science; Finance; Computer science","score_opus":0.07313451433682387,"score_gpt":0.29109030335878583,"score_spread":0.21795578902196194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563243935","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":[0.0062941727,0.016777359,0.013834746,0.3670773,0.00289911,0.00024181322,0.00020844507,0.00014265362,0.59252447],"genre_scores_gemma":[0.50908595,0.026125358,0.017467415,0.21398278,0.0057252366,0.00063307746,0.0004543963,0.00018822792,0.22633752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9887283,0.0036723115,0.0006555077,0.0016638057,0.0036860094,0.0015941634],"domain_scores_gemma":[0.98789525,0.004857332,0.0011271586,0.0015481157,0.0028147437,0.0017574315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010125511,0.0006508801,0.00045436918,0.0016708736,0.0064599537,0.022992093,0.0019359447,0.02262515,0.020979177],"category_scores_gemma":[0.017287713,0.00053139287,0.00049571216,0.0018487173,0.016886858,0.025112648,0.0090832,0.01356305,0.0071605714],"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":[0.000006441522,0.00003226267,0.00024036168,0.000106866035,0.0000022534327,0.000075827156,0.00096129643,0.00010803534,0.00015959158,0.9473534,0.037696462,0.013257095],"study_design_scores_gemma":[0.0000055197866,0.000026428403,0.0007371355,0.0011998931,0.000007707462,0.0002392265,0.0015293998,0.00025558347,0.0003880247,0.22477356,0.770813,0.000024541569],"about_ca_topic_score_codex":0.0066404147,"about_ca_topic_score_gemma":0.0044077314,"teacher_disagreement_score":0.022992093,"about_ca_system_score_codex":0.009214949,"about_ca_system_score_gemma":0.016226117,"threshold_uncertainty_score":0.07018232},"labels":[],"label_agreement":null},{"id":"W2564030404","doi":"","title":"A MULTILEVEL PERSPECTIVE ON IT AFFORDANCES","year":2016,"lang":"en","type":"article","venue":"European Conference on Information Systems","topic":"Information and Cyber Security","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":"HEC Montréal","funders":"","keywords":"Affordance; Perspective (graphical); Computer science; Human–computer interaction; Artificial intelligence","score_opus":0.036237760415780335,"score_gpt":0.2609716097307945,"score_spread":0.22473384931501414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564030404","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":[0.15613262,0.0040750373,0.38392395,0.013338878,0.00018768568,0.000058212827,0.00082158373,0.00022562376,0.4412365],"genre_scores_gemma":[0.95798683,0.0011086392,0.032823976,0.00016501111,0.0000784331,0.00005461349,0.00019153238,0.00007073026,0.0075202845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99901354,0.0003144256,0.00005978463,0.0002227775,0.00021817253,0.00017124116],"domain_scores_gemma":[0.9982628,0.0006153975,0.00025869216,0.00031496873,0.00023026581,0.0003178329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006154921,0.00066390453,0.00052506186,0.0032352312,0.0018693766,0.0063366937,0.001007857,0.0013815693,0.02210587],"category_scores_gemma":[0.0029467328,0.0005349936,0.00091972895,0.003813994,0.0054797134,0.01490483,0.0045131487,0.0019294434,0.0011065223],"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":[0.000010207788,0.000008702239,0.0007391804,0.000037957583,0.000011850438,0.00005318621,0.00089542277,0.0013876298,0.00029962286,0.98999643,0.0004462814,0.0061134575],"study_design_scores_gemma":[0.000006880449,0.00002609653,0.0019009201,0.00009562953,0.000021226286,0.00012516207,0.001878196,0.0060511734,0.0001767354,0.9704587,0.019246465,0.00001276921],"about_ca_topic_score_codex":0.010247194,"about_ca_topic_score_gemma":0.009157244,"teacher_disagreement_score":0.02210587,"about_ca_system_score_codex":0.0019026117,"about_ca_system_score_gemma":0.0008793653,"threshold_uncertainty_score":0.07395148},"labels":[],"label_agreement":null},{"id":"W2564644764","doi":"10.1007/978-3-319-49736-5_4","title":"Exploring Formal Strategy Framework for the Security in IoT towards e-Health Context using Computational Intelligence","year":2017,"lang":"en","type":"book-chapter","venue":"Studies in big data","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Heuristics; Context (archaeology); Ant colony; Ant colony optimization algorithms; Path (computing); Artificial intelligence; Ambient intelligence; Wireless sensor network; Computer security; Internet of Things; Data science; Computer network; Geography","score_opus":0.647926608093297,"score_gpt":0.43959156436884345,"score_spread":0.2083350437244536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564644764","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":[0.008045585,0.002196586,0.87012494,0.0054930076,0.00028512315,0.00010773008,0.00018720064,0.00017323386,0.11338663],"genre_scores_gemma":[0.605102,0.003441374,0.3567158,0.00095248787,0.00037129974,0.00048471947,0.00043887354,0.00017697256,0.03231653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99904066,0.00040916225,0.0000844387,0.00015388192,0.00019946719,0.00011233788],"domain_scores_gemma":[0.99919444,0.0004276373,0.00006408915,0.00011533276,0.00012760537,0.00007095883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014820872,0.000990214,0.00043861885,0.0012156456,0.0013347683,0.005072711,0.0013857558,0.0018652305,0.006039848],"category_scores_gemma":[0.0021445693,0.00041981373,0.0013326951,0.0013979671,0.0055481987,0.0068508694,0.002508812,0.00317102,0.0010579262],"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":[0.0000012375248,0.0000038897706,0.000033053086,0.0000119504575,0.000001867846,0.000031441214,0.00014349203,0.0006493136,0.00007673187,0.9970886,0.00027601028,0.0016823838],"study_design_scores_gemma":[0.000003503142,0.000006690932,0.00004628703,0.00003824659,0.0000064086644,0.000070448834,0.00018424682,0.00996475,0.00014835956,0.97667795,0.012846136,0.000007018057],"about_ca_topic_score_codex":0.0049560354,"about_ca_topic_score_gemma":0.003912532,"teacher_disagreement_score":0.006039848,"about_ca_system_score_codex":0.0030457522,"about_ca_system_score_gemma":0.0023945908,"threshold_uncertainty_score":0.0220986},"labels":[],"label_agreement":null},{"id":"W2566527331","doi":"10.1007/978-3-319-48947-6","title":"Information Security Practices","year":2017,"lang":"en","type":"book","venue":"","topic":"Information and Cyber Security","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":"Toronto Metropolitan University; New York Institute of Technology; University of Victoria","funders":"","keywords":"Computer science; Information security; Computer security; Business","score_opus":0.01812968985526888,"score_gpt":0.27046361391223744,"score_spread":0.2523339240569686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566527331","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":[0.0006240105,0.012831271,0.00236284,0.0035449716,0.0007484756,0.000026147905,0.000086381835,0.00013345387,0.97964245],"genre_scores_gemma":[0.0131453425,0.022964409,0.001870651,0.0017601235,0.000666373,0.00006775782,0.00029688037,0.00016759144,0.95906085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990042,0.00015961449,0.00003153913,0.000107102074,0.0005860759,0.00011153541],"domain_scores_gemma":[0.99952066,0.000100874604,0.000033825643,0.00013632528,0.00015201948,0.000056261695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058902573,0.0008850709,0.00035978877,0.002270421,0.0019520918,0.0063099647,0.00076227426,0.0013184532,0.05691269],"category_scores_gemma":[0.0016538367,0.00037966223,0.00029240723,0.0031017733,0.0025290595,0.0063208817,0.0026725002,0.0032818941,0.039610222],"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":[0.00000706924,0.00004305086,0.00013530615,0.00015268315,0.0000035294445,0.000056208693,0.0015935673,0.00021592919,0.00034325084,0.30533868,0.44578114,0.24632967],"study_design_scores_gemma":[9.420947e-7,0.0000039332863,0.00010952989,0.00020164737,0.0000014214289,0.000061234794,0.0002810693,0.000045148994,0.00007866476,0.028940909,0.970273,0.0000024733272],"about_ca_topic_score_codex":0.0034429466,"about_ca_topic_score_gemma":0.0057411566,"teacher_disagreement_score":0.05691269,"about_ca_system_score_codex":0.0031539614,"about_ca_system_score_gemma":0.0035840878,"threshold_uncertainty_score":0.1903919},"labels":[],"label_agreement":null},{"id":"W2576927641","doi":"","title":"A Network Interdiction Perspective for Providing Emergency Communications: An Analysis for Promoting Resiliency Subject to Resource Constraints and Security Concerns.","year":2016,"lang":"en","type":"article","venue":"International Conference on Information Systems for Crisis Response and Management","topic":"Information and Cyber Security","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":"Interdiction; Perspective (graphical); Computer science; Subject (documents); Resource (disambiguation); Computer security; Risk analysis (engineering); Business; Engineering; Computer network; World Wide Web; Artificial intelligence","score_opus":0.03597461550436626,"score_gpt":0.3278425884266352,"score_spread":0.29186797292226896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576927641","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":[0.116451055,0.006875602,0.317531,0.031263012,0.0008463457,0.00032399787,0.0005979614,0.00010893789,0.52600217],"genre_scores_gemma":[0.9616278,0.00249662,0.015416997,0.0006737657,0.00015594948,0.00011265147,0.00007057271,0.000037422164,0.01940826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994753,0.00022181388,0.000010192584,0.000056292312,0.000092335984,0.0001440631],"domain_scores_gemma":[0.9991418,0.000324507,0.00010182321,0.00005763956,0.00021272476,0.00016141076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007557746,0.0008415315,0.00027727283,0.0014559882,0.0012251799,0.0023377358,0.0012239622,0.0018495612,0.015724817],"category_scores_gemma":[0.0022959274,0.00026329028,0.00048413282,0.0011982472,0.0017938714,0.0043976754,0.0014911381,0.0017543938,0.0005193546],"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":[0.0000339291,0.000041323598,0.00088018907,0.00010147777,0.000027886275,0.00023444572,0.00023906017,0.050106198,0.0005951592,0.9360304,0.0039874758,0.0077224267],"study_design_scores_gemma":[0.000031569252,0.00019231875,0.0035053222,0.00031968244,0.00010402014,0.00041512455,0.004499506,0.21946758,0.0009002142,0.7351309,0.035388067,0.000045617024],"about_ca_topic_score_codex":0.005843478,"about_ca_topic_score_gemma":0.014637477,"teacher_disagreement_score":0.015724817,"about_ca_system_score_codex":0.002690538,"about_ca_system_score_gemma":0.0021090605,"threshold_uncertainty_score":0.052604735},"labels":[],"label_agreement":null},{"id":"W2582148573","doi":"10.2139/ssrn.2880928","title":"Are External Auditors Concerned About Cyber Incidents? Evidence from Audit Fees","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":35,"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":"Hacker; Audit; Business; Computer security; Cyber-attack; External auditor; Accounting; Internet privacy; Internal audit; Computer science","score_opus":0.012335248028728292,"score_gpt":0.2513147895819657,"score_spread":0.2389795415532374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582148573","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":[0.9616929,0.003224833,0.00075134577,0.009795108,0.00015251165,0.00006880587,0.00042076697,0.000013205487,0.023880543],"genre_scores_gemma":[0.9981864,0.0005210755,0.000058879006,0.0005622211,0.000050278282,0.000009063414,0.00007283016,0.0000036033277,0.0005355427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9521185,0.022491423,0.0056323144,0.0021661557,0.011800216,0.0057913936],"domain_scores_gemma":[0.3052984,0.4256373,0.20018762,0.022256859,0.036232773,0.010387181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02543856,0.00043389408,0.00074383226,0.004414665,0.0022949325,0.006316725,0.0015799331,0.004405865,0.009612411],"category_scores_gemma":[0.336333,0.0006335274,0.0006775974,0.003697517,0.0045485552,0.0050840345,0.0042643207,0.0039746496,0.0010215756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021714023,0.00044315046,0.95986253,0.00041874955,0.00019292308,0.00067802466,0.0042289584,0.00022337098,0.00015548473,0.0040750187,0.004241496,0.023308937],"study_design_scores_gemma":[0.00022784741,0.00069570536,0.9574772,0.0014081908,0.0004570495,0.0021775507,0.018325431,0.00072593644,0.00090872264,0.0054311,0.0120897945,0.00007542881],"about_ca_topic_score_codex":0.005988743,"about_ca_topic_score_gemma":0.004697641,"teacher_disagreement_score":0.02543856,"about_ca_system_score_codex":0.0019604175,"about_ca_system_score_gemma":0.0035815837,"threshold_uncertainty_score":0.13453358},"labels":[],"label_agreement":null},{"id":"W2593972489","doi":"","title":"EDURange: hands-on cybersecurity exercises in the cloud","year":2014,"lang":"en","type":"article","venue":"Journal of computing sciences in colleges","topic":"Information and Cyber Security","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 Calgary","funders":"","keywords":"Curriculum; Computer science; Cloud computing; Malware; Computer security; Network security; Core curriculum; Core (optical fiber); Psychology; Telecommunications","score_opus":0.01617724105512113,"score_gpt":0.27971762254420024,"score_spread":0.2635403814890791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593972489","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":[0.35132423,0.001404911,0.3849512,0.0062624672,0.0017906824,0.0071185753,0.003589101,0.029928964,0.21362996],"genre_scores_gemma":[0.40367916,0.001355977,0.45389998,0.0023251835,0.00035171217,0.0040745493,0.005072977,0.0022045183,0.12703595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902475,0.00029450603,0.00004454334,0.00018414625,0.00019563308,0.00025637716],"domain_scores_gemma":[0.997617,0.0008267533,0.000112346854,0.0002145913,0.0002087945,0.001020507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015799685,0.0016556486,0.00051593676,0.0005990723,0.0007812466,0.001426482,0.0023329398,0.0013137652,0.051584467],"category_scores_gemma":[0.0045521017,0.00044601722,0.0005879107,0.0002781365,0.00045181336,0.0019908624,0.004279078,0.0016653776,0.012029936],"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":[0.0015986514,0.018399654,0.00467747,0.0015964194,0.000045686545,0.0011045737,0.0070095635,0.009622179,0.050185803,0.014531641,0.3021071,0.5891212],"study_design_scores_gemma":[0.0010082776,0.007641301,0.01842974,0.0011433921,0.000052596282,0.0021223985,0.006311307,0.031200472,0.03590536,0.031154053,0.86478037,0.0002506877],"about_ca_topic_score_codex":0.00027719353,"about_ca_topic_score_gemma":0.0012630414,"teacher_disagreement_score":0.051584467,"about_ca_system_score_codex":0.00053347874,"about_ca_system_score_gemma":0.0007277445,"threshold_uncertainty_score":0.17256725},"labels":[],"label_agreement":null},{"id":"W260572658","doi":"","title":"Leveraging Knowledge Management Tools to Support Security Risk Management in the Department of Homeland Security","year":2011,"lang":"en","type":"article","venue":"Naval Postgraduate School (U.S.). Center for Homeland Defense and Security; Naval Postgraduate School (U.S.)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Homeland security; Agency (philosophy); Risk management; Business; Knowledge management; Directive; Knowledge sharing; Public relations; Political science; Computer science; Sociology","score_opus":0.026932016569025954,"score_gpt":0.25816012262857,"score_spread":0.23122810605954408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W260572658","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":[0.7941479,0.0011791892,0.08529169,0.019421704,0.00012713448,0.00086565746,0.00018482722,0.001503084,0.0972788],"genre_scores_gemma":[0.91688967,0.0007086677,0.079164505,0.0003710896,0.000022861741,0.0001573387,0.00016169967,0.000035025147,0.0024891098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939441,0.004037459,0.0003356273,0.00033953303,0.00088806055,0.00045519113],"domain_scores_gemma":[0.9830736,0.010313576,0.0020559796,0.0014973184,0.0019130722,0.0011464617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010412229,0.00041997648,0.00027360555,0.003571902,0.002611337,0.007698911,0.0015528898,0.00096420577,0.0020835358],"category_scores_gemma":[0.018796748,0.00027443506,0.00031289252,0.0021510024,0.001411051,0.005492253,0.005102054,0.0012221274,0.0004956791],"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":[0.00019900902,0.0019763957,0.05728001,0.0009357619,0.00018160546,0.0013455964,0.049597926,0.011311424,0.0047438634,0.036071584,0.017150065,0.8192067],"study_design_scores_gemma":[0.00050073216,0.0024808391,0.09083801,0.004722181,0.0005917574,0.0024683243,0.21259935,0.10844828,0.021617511,0.09159107,0.46370506,0.00043689564],"about_ca_topic_score_codex":0.007001912,"about_ca_topic_score_gemma":0.010490101,"teacher_disagreement_score":0.010412229,"about_ca_system_score_codex":0.0042714477,"about_ca_system_score_gemma":0.009162118,"threshold_uncertainty_score":0.05506581},"labels":[],"label_agreement":null},{"id":"W2608140694","doi":"10.5539/ies.v10n5p36","title":"The Role of Social Networking Sites in Creating Moral Crisis and the Role of the University in Confronting It from the View Point of Qassim University Faculty Members","year":2017,"lang":"en","type":"article","venue":"International Education Studies","topic":"Information and Cyber Security","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":"Point (geometry); University faculty; Psychology; Sociology; Social psychology; Pedagogy; Media studies; Medical education; Medicine","score_opus":0.027859854426006646,"score_gpt":0.2963619484702982,"score_spread":0.26850209404429154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608140694","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":[0.98079234,0.0002004628,0.00031106852,0.0012276868,0.000031036547,0.000030121957,0.0000116874235,0.0000058177297,0.0173899],"genre_scores_gemma":[0.99908555,0.00009634324,0.00013861907,0.000080584585,0.0000074161185,0.000008969636,0.00000450328,0.0000013189384,0.0005766318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99494153,0.003913785,0.000108022316,0.00011397729,0.0005058008,0.00041678513],"domain_scores_gemma":[0.98736495,0.007103283,0.0020788969,0.00028073112,0.0010543698,0.0021178504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034263527,0.00027011606,0.00017350444,0.0008300312,0.0025211473,0.003217625,0.00035581208,0.000772196,0.0034823404],"category_scores_gemma":[0.008982282,0.00016973558,0.00026866567,0.000294237,0.0021917901,0.0023414185,0.0021298423,0.0012315583,0.00024580688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085911393,0.0021867328,0.44608462,0.0008430876,0.00017711447,0.0024167837,0.33803174,0.00081851066,0.008241557,0.013143431,0.0047297846,0.18246755],"study_design_scores_gemma":[0.00004174201,0.0008227285,0.33394784,0.0004151764,0.000070493035,0.0010116897,0.6387506,0.0014120393,0.002229974,0.0032007473,0.01802231,0.00007475346],"about_ca_topic_score_codex":0.0013643872,"about_ca_topic_score_gemma":0.0026117133,"teacher_disagreement_score":0.0034823404,"about_ca_system_score_codex":0.0011941377,"about_ca_system_score_gemma":0.0015899166,"threshold_uncertainty_score":0.018120527},"labels":[],"label_agreement":null},{"id":"W261145228","doi":"","title":"SOCIAL COGNITIVE DETERMINANTS OF NON-MALICIOUS, COUNTERPRODUCTIVE COMPUTER SECURITY BEHAVIORS (CCSB): AN EMPIRICAL ANALYSIS","year":2014,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cape Breton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social cognitive theory; Social psychology; Facilitator; Outcome (game theory); Self-efficacy; Cognition; Social cognition; Observational learning; Organizational commitment; Observational study; Applied psychology; Economics; Experiential learning; Statistics","score_opus":0.010446985165203267,"score_gpt":0.29796605564339185,"score_spread":0.2875190704781886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W261145228","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":[0.9995074,0.000024953959,0.00007370347,0.000026878703,8.4529006e-7,0.000023655062,0.0000867067,9.537337e-7,0.00025490156],"genre_scores_gemma":[0.99939334,0.0000580108,0.00020418421,0.000017105363,0.0000028419033,0.000038962735,0.0001623853,9.902275e-7,0.0001221367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980532,0.0006590348,0.0001753971,0.0002115671,0.0005604545,0.00034029613],"domain_scores_gemma":[0.97595644,0.013827221,0.004878346,0.0009617124,0.0027788,0.0015973948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004214297,0.0003776626,0.0003575038,0.0019834265,0.00085894973,0.0010991493,0.0006765824,0.00056035793,0.002105039],"category_scores_gemma":[0.014588035,0.00038021913,0.00073466427,0.0021326868,0.0010134798,0.00070566277,0.0009908142,0.0009157503,0.00021230032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011442521,0.00014237128,0.99791807,0.000009845818,0.000022457038,0.00001849007,0.0006262983,0.000035580706,0.00003508427,0.000041169493,0.00002133502,0.0011179086],"study_design_scores_gemma":[0.000001694089,0.00005110603,0.9979317,0.000010417493,0.00001788761,0.00001898887,0.001348432,0.0004782118,0.000035447174,0.00001927571,0.00008459398,0.0000022346412],"about_ca_topic_score_codex":0.086684436,"about_ca_topic_score_gemma":0.09452285,"teacher_disagreement_score":0.086684436,"about_ca_system_score_codex":0.0021908842,"about_ca_system_score_gemma":0.0041927206,"threshold_uncertainty_score":0.17235976},"labels":[],"label_agreement":null},{"id":"W2617402938","doi":"","title":"Factors Influencing Employees’ Participation in Non-Malicious, Information Systems Security Deviant Behavior: Focus on Formal Control Mechanisms and Sanctions","year":2017,"lang":"en","type":"article","venue":"Americas Conference on Information Systems","topic":"Information and Cyber Security","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":"Cape Breton University","funders":"","keywords":"Sanctions; Focus (optics); Computer security; Control (management); Information security; Business; Internet privacy; Computer science; Psychology; Political science; Law","score_opus":0.027901168608314077,"score_gpt":0.2867503594745967,"score_spread":0.2588491908662826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617402938","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":[0.9981712,0.000022932132,0.00011189491,0.00016158985,0.0000034070686,0.000007486825,0.00000731264,0.000002155235,0.0015118626],"genre_scores_gemma":[0.99973875,0.000009365991,0.00003670894,0.000021845286,0.0000022454187,0.000002769141,0.0000073246965,0.0000011346793,0.00017987487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957848,0.0021321212,0.0002934143,0.00021761657,0.0006550565,0.00091699243],"domain_scores_gemma":[0.92206377,0.043023102,0.019229248,0.002539312,0.0045920312,0.008552433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004102064,0.0002187241,0.0001675353,0.00073801,0.0014098925,0.0025717497,0.0004957958,0.00094928045,0.0032747206],"category_scores_gemma":[0.026742116,0.00021859548,0.00029093286,0.00045763905,0.0013273685,0.0007222452,0.0011738038,0.0015661833,0.00030636106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019860663,0.00057386863,0.9827816,0.000026086576,0.000043256012,0.00010712491,0.0077399,0.00019238879,0.0011642238,0.00064226915,0.00018511045,0.0063454593],"study_design_scores_gemma":[0.00000956332,0.00016943066,0.9810377,0.000027812235,0.000024479927,0.00006939535,0.016794756,0.0005546905,0.00035589715,0.00035407764,0.00059022766,0.000011977805],"about_ca_topic_score_codex":0.0072096074,"about_ca_topic_score_gemma":0.014152687,"teacher_disagreement_score":0.0072096074,"about_ca_system_score_codex":0.00095571455,"about_ca_system_score_gemma":0.0022818793,"threshold_uncertainty_score":0.021694064},"labels":[],"label_agreement":null},{"id":"W261988860","doi":"","title":"Strategic Semantics: Word Choice Essentials in Establishing a High-Performance Culture","year":2014,"lang":"en","type":"article","venue":"Journal of organizational culture, communication and conflict","topic":"Information and Cyber Security","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":"Accountability; Obligation; Argument (complex analysis); Nothing; Collective responsibility; Psychology; Public relations; Law; Political science; Sociology; Social psychology; Medicine","score_opus":0.01553938959375606,"score_gpt":0.24443981946925086,"score_spread":0.2289004298754948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W261988860","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":[0.14705321,0.0024605987,0.2936098,0.017699545,0.0014822647,0.00034265398,0.00056970684,0.00092549174,0.53585666],"genre_scores_gemma":[0.9572616,0.0003626101,0.03609909,0.0006387433,0.0002684304,0.0001505761,0.00027901994,0.00031518625,0.004624747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908494,0.005253788,0.00088361866,0.0010879174,0.0012214725,0.00070386165],"domain_scores_gemma":[0.98239994,0.0096626375,0.0014360351,0.0020974707,0.0032930758,0.0011109367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007035494,0.0007934984,0.0006708986,0.0031365901,0.0047958656,0.012562328,0.0013259844,0.0024355925,0.013592842],"category_scores_gemma":[0.021930011,0.00054216065,0.00067748246,0.0030172565,0.022129279,0.028644083,0.0069898646,0.0034613342,0.0023307842],"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":[0.00003239334,0.000014136075,0.00067847926,0.00006223666,0.0000052747846,0.00012000685,0.018333979,0.000114457405,0.00032471202,0.9696974,0.0014004135,0.009216609],"study_design_scores_gemma":[0.00001184966,0.000020045345,0.0004804317,0.00013015131,0.000008546393,0.00028516262,0.012811469,0.0010151272,0.00032320892,0.9508827,0.034002747,0.00002848556],"about_ca_topic_score_codex":0.0028600662,"about_ca_topic_score_gemma":0.001488476,"teacher_disagreement_score":0.013592842,"about_ca_system_score_codex":0.0033392694,"about_ca_system_score_gemma":0.0025391444,"threshold_uncertainty_score":0.045472562},"labels":[],"label_agreement":null},{"id":"W2620029195","doi":"","title":"Workarounds as Means to Identify Insider Threats to Information Systems Security","year":2017,"lang":"en","type":"preprint","venue":"Base Institutionnelle de Recherche de l'université Paris-Dauphine (BIRD) (University Paris-Dauphine)","topic":"Information and Cyber Security","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":"Université TÉLUQ","funders":"","keywords":"Workaround; Insider; Insider threat; Computer security; Information security; Identification (biology); Computer science; Information systems security; Business; Information system; Risk analysis (engineering); Management information systems; Political science","score_opus":0.07967950197841787,"score_gpt":0.3158115021648948,"score_spread":0.2361320001864769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620029195","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":[0.42147252,0.003557843,0.44487894,0.013175871,0.0004740869,0.00077291287,0.00031115345,0.0015086493,0.11384801],"genre_scores_gemma":[0.9579073,0.0005489871,0.037528466,0.0004149938,0.00004660619,0.00015810005,0.00012555359,0.0000719084,0.0031979927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877071,0.0057964316,0.00074742903,0.0019319088,0.0027966618,0.001020537],"domain_scores_gemma":[0.9566877,0.020292515,0.011187163,0.006578924,0.0036915508,0.0015621695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010297385,0.0011122375,0.0005420251,0.006214038,0.0024760526,0.008560508,0.0014284294,0.003473672,0.004108169],"category_scores_gemma":[0.03365116,0.0006785428,0.001122167,0.0022234304,0.010797879,0.009622349,0.0067070965,0.0025285918,0.00069875194],"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":[0.00033815103,0.0005532003,0.07498466,0.0009528365,0.00018053064,0.0021476967,0.10219745,0.0075652367,0.0063594175,0.65190494,0.004991742,0.1478242],"study_design_scores_gemma":[0.00012255463,0.0007159959,0.05266733,0.0024503726,0.00023727585,0.0025809468,0.098387815,0.040825956,0.009327039,0.702675,0.08972072,0.00028898093],"about_ca_topic_score_codex":0.0024775395,"about_ca_topic_score_gemma":0.0016977434,"teacher_disagreement_score":0.010297385,"about_ca_system_score_codex":0.0030698515,"about_ca_system_score_gemma":0.0034564738,"threshold_uncertainty_score":0.05445844},"labels":[],"label_agreement":null},{"id":"W2620871097","doi":"10.1109/icse-c.2017.155","title":"Decision-Making in Self-Protecting Software Systems: A Game-Theoretic Approach","year":2017,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Countermeasure; Computer science; Game theory; Software system; Software; Sequential game; Computer security; Software engineering; Engineering","score_opus":0.013149632421403627,"score_gpt":0.25768371190900985,"score_spread":0.24453407948760622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620871097","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":[0.0088630915,0.00037348992,0.9798427,0.0011564926,0.000043598335,0.00016034735,0.000043870983,0.00004039492,0.009475966],"genre_scores_gemma":[0.5596775,0.0015076562,0.4329445,0.00041390856,0.00011918838,0.00059679453,0.00007824979,0.000048361544,0.0046139034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954485,0.0028068046,0.00020098523,0.0004722557,0.0007992663,0.00027214835],"domain_scores_gemma":[0.99563843,0.0033008324,0.00031831238,0.00020554672,0.00032970804,0.00020711735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005135215,0.001563534,0.0010206379,0.0013606197,0.0009909241,0.004002773,0.0024605421,0.001980856,0.0024009827],"category_scores_gemma":[0.0061658206,0.0007506301,0.0017911514,0.001021893,0.00557855,0.004238682,0.0020271682,0.003220861,0.00031489605],"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":[0.000028595796,0.00008418088,0.00035447386,0.00015845933,0.000072799754,0.00008381526,0.00033737905,0.2369269,0.0007998406,0.7521484,0.0004236608,0.008581415],"study_design_scores_gemma":[0.00003214861,0.00008647785,0.0001246676,0.00006241699,0.00003728931,0.000040841493,0.00016526,0.50809366,0.0005809756,0.48750687,0.0032409814,0.000028437606],"about_ca_topic_score_codex":0.0040305615,"about_ca_topic_score_gemma":0.0033080033,"teacher_disagreement_score":0.005135215,"about_ca_system_score_codex":0.0038815401,"about_ca_system_score_gemma":0.0035310995,"threshold_uncertainty_score":0.028162718},"labels":[],"label_agreement":null},{"id":"W2620966947","doi":"","title":"Do the Roles of the CEO and CFO Differ when it comes to Data Security Breaches","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"Data breach; Business; Computer security; Computer science; Internet privacy","score_opus":0.02834237203203264,"score_gpt":0.2690763808982963,"score_spread":0.24073400886626364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620966947","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":[0.99520856,0.00027275068,0.00014861561,0.0012221738,0.000011300436,0.000012822731,0.00009237457,0.000001857378,0.0030296284],"genre_scores_gemma":[0.9993382,0.0000630746,0.000033005465,0.0001334575,0.00000956199,0.0000041088674,0.000051607007,0.0000010983443,0.00036598687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99472,0.0012401474,0.0004318089,0.00067079486,0.0013131786,0.0016240431],"domain_scores_gemma":[0.90158176,0.022270512,0.06204474,0.0017075784,0.0040326915,0.008362779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005935108,0.00014290473,0.00038091277,0.0022007201,0.00086725474,0.0028436047,0.00068281486,0.0014524313,0.0028659047],"category_scores_gemma":[0.041138038,0.00023708217,0.00024967061,0.0013300919,0.0013841157,0.002935136,0.0019688143,0.0015409074,0.0004271914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050934224,0.00006299988,0.99445456,0.000010350629,0.00002099016,0.00007453697,0.0009887336,0.00011039786,0.000116752155,0.00042343646,0.0002772479,0.0034089864],"study_design_scores_gemma":[0.000007366248,0.000056755573,0.99332917,0.000025141699,0.000010427839,0.00007366259,0.0051317755,0.00021672144,0.000113432856,0.00028081142,0.0007466052,0.000008081712],"about_ca_topic_score_codex":0.013817998,"about_ca_topic_score_gemma":0.031179126,"teacher_disagreement_score":0.013817998,"about_ca_system_score_codex":0.0015443078,"about_ca_system_score_gemma":0.0015024686,"threshold_uncertainty_score":0.031388223},"labels":[],"label_agreement":null},{"id":"W2620982535","doi":"","title":"IoT Security Adoption into Business Processes: A Socio-Technical View.","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"HEC Montréal","funders":"","keywords":"Computer science; Computer security; Business","score_opus":0.011902017902745917,"score_gpt":0.26276968472534623,"score_spread":0.2508676668226003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620982535","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":[0.6379999,0.008441961,0.032906454,0.080167316,0.00041328452,0.00014660195,0.00007713469,0.000066185705,0.2397812],"genre_scores_gemma":[0.99447155,0.0018278477,0.0013142911,0.0010314918,0.00005212881,0.000030431123,0.000015616588,0.000012501076,0.0012442266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9914312,0.0051997234,0.00029073298,0.0005064456,0.0018402983,0.0007315916],"domain_scores_gemma":[0.9839369,0.009796788,0.0025238374,0.0005481632,0.0017298321,0.0014645186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010061326,0.00042031752,0.00027225868,0.0038862817,0.0057401224,0.012747197,0.0008432447,0.0031005295,0.0018131171],"category_scores_gemma":[0.009009758,0.00040527483,0.000419949,0.0029772383,0.012734722,0.011880916,0.006636453,0.0031572836,0.00028844856],"study_design_candidate":"qualitative","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":[0.000030109222,0.00022229613,0.034179766,0.00026613765,0.00005855514,0.0018472908,0.2596943,0.0009015048,0.001243786,0.6510451,0.0033077819,0.04720336],"study_design_scores_gemma":[0.000016212418,0.00019121735,0.035291582,0.0014642302,0.000060857103,0.0016959525,0.52167755,0.0046358705,0.0012629292,0.17731258,0.25629333,0.000097763885],"about_ca_topic_score_codex":0.002304259,"about_ca_topic_score_gemma":0.0018665732,"teacher_disagreement_score":0.9942599,"about_ca_system_score_codex":0.006501426,"about_ca_system_score_gemma":0.0037566323,"threshold_uncertainty_score":0.05321002},"labels":[],"label_agreement":null},{"id":"W2622759603","doi":"","title":"Strong(er) User Authentication","year":2004,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Information and Cyber Security","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":"Password; Computer security; Authentication (law); The Internet; Computer science; Multi-factor authentication; Internet privacy; Identity (music); World Wide Web; Authentication protocol","score_opus":0.014998656682222463,"score_gpt":0.247115565654587,"score_spread":0.23211690897236453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622759603","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":[0.04861757,0.0018854222,0.67934275,0.0031343016,0.0019516521,0.0009939102,0.0010944348,0.0076997885,0.2552802],"genre_scores_gemma":[0.71599215,0.00130849,0.121501155,0.002410382,0.0010717959,0.0005649368,0.00097179215,0.00039774814,0.1557815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869184,0.0025959439,0.0012206604,0.0030548514,0.0039369185,0.0022732199],"domain_scores_gemma":[0.9752372,0.0039766016,0.0019876505,0.012635734,0.0054852585,0.00067761104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071138097,0.0015978948,0.0013574208,0.0022182423,0.0022131538,0.0043156426,0.0027508552,0.00454061,0.04113531],"category_scores_gemma":[0.021272281,0.00075333274,0.0015899212,0.0018655378,0.0030663393,0.010794049,0.010232411,0.0026864992,0.05141149],"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":[0.0011679376,0.0003667231,0.0057293004,0.0012437617,0.000143859,0.001988272,0.001184942,0.0044329218,0.028044969,0.4753818,0.050022054,0.43029344],"study_design_scores_gemma":[0.00036778374,0.0019406985,0.0067028496,0.00067491876,0.0003421152,0.02090431,0.001357586,0.073605,0.07035373,0.3639534,0.45923617,0.00056150544],"about_ca_topic_score_codex":0.0004711854,"about_ca_topic_score_gemma":0.00053531013,"teacher_disagreement_score":0.04113531,"about_ca_system_score_codex":0.00066777895,"about_ca_system_score_gemma":0.0014713254,"threshold_uncertainty_score":0.13761133},"labels":[],"label_agreement":null},{"id":"W2623454114","doi":"10.11575/prism/10508","title":"Security Restricts Legitimate Use, But Does it Have To? Consider persistent info security and everytime tracking.","year":2003,"lang":"en","type":"other","venue":"Open MIND","topic":"Information and Cyber Security","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":"Computer security; Computer science; Internet privacy; Information security; Business","score_opus":0.03931180535362248,"score_gpt":0.2863509183178905,"score_spread":0.24703911296426803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623454114","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":[0.0038175671,0.0050350097,0.0040418836,0.35978135,0.0016814421,0.000017847262,0.00011322669,0.00007477078,0.62543684],"genre_scores_gemma":[0.43856695,0.012466637,0.0038808936,0.113351814,0.004712258,0.00011212374,0.00015762687,0.0002550005,0.42649668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988764,0.0002640628,0.000031548574,0.00023297996,0.00023688412,0.00035818477],"domain_scores_gemma":[0.99859804,0.0007251712,0.000064337226,0.00010513492,0.0003075716,0.00019975737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011726292,0.00041598623,0.00043801448,0.0006223429,0.007945478,0.008832494,0.00097264117,0.0078092474,0.03575584],"category_scores_gemma":[0.0029718913,0.00024925437,0.0005054674,0.0009980001,0.007637015,0.012869803,0.003848656,0.006658279,0.003006013],"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":[0.000011767806,0.000006691309,0.000088663066,0.0000216662,0.0000029729904,0.0001151573,0.001005394,0.00009351308,0.00008100652,0.9341853,0.057735335,0.00665249],"study_design_scores_gemma":[0.000010904738,0.000010749281,0.00049171364,0.000094786876,0.000010657607,0.00013430869,0.0034683472,0.00037725555,0.00021909311,0.5401413,0.45501897,0.000021870597],"about_ca_topic_score_codex":0.04798014,"about_ca_topic_score_gemma":0.07922667,"teacher_disagreement_score":0.04798014,"about_ca_system_score_codex":0.005416368,"about_ca_system_score_gemma":0.0025419658,"threshold_uncertainty_score":0.1196152},"labels":[],"label_agreement":null},{"id":"W2625514166","doi":"10.1145/3084381.3084384","title":"Effects of Organization Insiders' Self-Control and Relevant Knowledge on Participation in Information Systems Security Deviant Behavior","year":2017,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Cape Breton University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Cape Breton University","keywords":"Control (management); Information security; Key (lock); Knowledge management; The Internet; Internet privacy; Computer science; Psychology; Computer security; World Wide Web","score_opus":0.005377968637308365,"score_gpt":0.23915677045317846,"score_spread":0.2337788018158701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625514166","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":[0.99880075,0.00002682266,0.000029967703,0.000073258576,0.0000017233959,0.000008260971,0.000008871591,0.0000014855665,0.0010489634],"genre_scores_gemma":[0.9996339,0.000022446577,0.00003705851,0.000018644678,0.0000018177453,0.0000067575384,0.000016748992,9.759567e-7,0.00026154498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955546,0.002159899,0.00022686055,0.00036693222,0.00075870124,0.00093292474],"domain_scores_gemma":[0.9411619,0.032623086,0.012765239,0.002221861,0.001988528,0.00923935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048836926,0.00034685837,0.00029570158,0.0011102918,0.0017141812,0.0025591187,0.000661834,0.00096705084,0.0034521779],"category_scores_gemma":[0.020086007,0.00027865832,0.00070379337,0.00074758043,0.002197762,0.000858399,0.0017751228,0.0013194123,0.00021214392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003728353,0.002555943,0.98164743,0.000022088401,0.00009259254,0.000110241854,0.0075692185,0.00022553213,0.0003985682,0.0003869152,0.000112693015,0.006505982],"study_design_scores_gemma":[0.000013191494,0.00021589942,0.9939936,0.000019430021,0.00003051933,0.000025079844,0.0049116556,0.0003744558,0.00012360966,0.000119744225,0.00016548343,0.0000072997505],"about_ca_topic_score_codex":0.035019077,"about_ca_topic_score_gemma":0.0423432,"teacher_disagreement_score":0.035019077,"about_ca_system_score_codex":0.0024154382,"about_ca_system_score_gemma":0.0035149923,"threshold_uncertainty_score":0.069630444},"labels":[],"label_agreement":null},{"id":"W2640092900","doi":"10.1109/rcis.2017.7956518","title":"What can information systems do for regulators? A review of the state-of-practice in Canada","year":2017,"lang":"en","type":"review","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Ottawa","funders":"Government of Canada","keywords":"Enforcement; Context (archaeology); Government (linguistics); Business; Information system; State (computer science); Key (lock); Process management; Knowledge management; Risk analysis (engineering); Computer science; Computer security; Engineering; Political science","score_opus":0.030679583608042266,"score_gpt":0.31027743151752435,"score_spread":0.27959784790948206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2640092900","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":[0.000346553,0.9932145,0.000089708556,0.0030584214,0.00014902477,0.000009865264,0.000034003282,0.0000048530173,0.0030931558],"genre_scores_gemma":[0.007188975,0.9912559,0.00021084823,0.00076665904,0.00007144419,0.000008487392,0.000033381755,0.0000042816137,0.00046007265],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99191475,0.0014218497,0.00088672293,0.0005554458,0.004560038,0.0006612751],"domain_scores_gemma":[0.9586507,0.016318163,0.0025252996,0.00052985473,0.020366972,0.0016090157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011410182,0.00080115395,0.0014584624,0.010493587,0.002858745,0.0055810236,0.001992948,0.002554726,0.0023771825],"category_scores_gemma":[0.027016634,0.00060631026,0.00068237865,0.02206564,0.0039525586,0.0028814727,0.0011932548,0.002261127,0.0004686384],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007131141,0.000050197923,0.0018661368,0.04943634,0.00014255776,0.00024922454,0.0035195115,0.0009597835,0.0006014236,0.032273572,0.06466794,0.846162],"study_design_scores_gemma":[0.000008982954,0.000037684888,0.006043275,0.045711752,0.0001602782,0.0001888807,0.0014541711,0.00017509055,0.00040288016,0.0021294584,0.94363624,0.000051336418],"about_ca_topic_score_codex":0.72261953,"about_ca_topic_score_gemma":0.8199552,"teacher_disagreement_score":0.9554521,"about_ca_system_score_codex":0.044547886,"about_ca_system_score_gemma":0.11795502,"threshold_uncertainty_score":0.558028},"labels":[],"label_agreement":null},{"id":"W2681600167","doi":"10.1109/rcis.2017.7956550","title":"Evaluation of MUSER, a holistic security requirements analysis framework","year":2017,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Ottawa","funders":"National Institute of Standards and Technology; Università degli Studi di Trento; Academy of Finland","keywords":"Realm; Conceptual framework; Computer science; Security engineering; Security through obscurity; Computer security; Risk analysis (engineering); Business; Security information and event management; Cloud computing security; Software security assurance; Security service; Information security; Sociology; Political science; Law; Cloud computing","score_opus":0.10186230856306487,"score_gpt":0.38315065476671545,"score_spread":0.28128834620365056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2681600167","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":[0.51596594,0.0007538837,0.41267207,0.0036623818,0.00014072325,0.007616287,0.0012525887,0.003998518,0.053937618],"genre_scores_gemma":[0.44975147,0.00027299722,0.5442976,0.00043537735,0.000019739937,0.001631098,0.0011599133,0.0002737085,0.0021580611],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9698905,0.019068396,0.0013271832,0.0010783067,0.007705697,0.00092990865],"domain_scores_gemma":[0.9665214,0.018619092,0.0020804482,0.0032970426,0.008776879,0.0007051923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04005878,0.0011986261,0.000759613,0.0033432867,0.0013071769,0.0029435332,0.0021286518,0.0012879126,0.0028751064],"category_scores_gemma":[0.052618124,0.0006164884,0.0011983481,0.0012419755,0.0018670621,0.0035590779,0.0038955088,0.0017572992,0.0005697724],"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":[0.0021484147,0.0037441389,0.023308022,0.0039585964,0.0004869266,0.0017036773,0.021730786,0.16512695,0.0850104,0.10389976,0.014306056,0.57457626],"study_design_scores_gemma":[0.0010157865,0.006014962,0.024103932,0.0020281428,0.00046536376,0.0011717555,0.024350883,0.79809815,0.031889193,0.02061957,0.0898019,0.00044038123],"about_ca_topic_score_codex":0.008538798,"about_ca_topic_score_gemma":0.011623497,"teacher_disagreement_score":0.04005878,"about_ca_system_score_codex":0.0041804253,"about_ca_system_score_gemma":0.0054828357,"threshold_uncertainty_score":0.21185356},"labels":[],"label_agreement":null},{"id":"W2724153466","doi":"","title":"COMPARING GOAL SETTING APPROACHES TO BOOST COMPUTER-RELATED PRO-ENVIRONMENTAL BEHAVIORS","year":2017,"lang":"en","type":"article","venue":"European Conference on Information Systems","topic":"Information and Cyber Security","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":"Queen's University","funders":"","keywords":"Computer science; Human–computer interaction; Process management; Engineering","score_opus":0.07982983833376628,"score_gpt":0.23681351128487474,"score_spread":0.15698367295110846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2724153466","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":[0.9682456,0.00078381936,0.019414661,0.00040301454,0.00015626651,0.00032506458,0.00015232696,0.00044274263,0.0100765405],"genre_scores_gemma":[0.98801327,0.00021382744,0.009934004,0.00009539435,0.000017399696,0.00024926517,0.000108687556,0.000029075107,0.0013390509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999191,0.00037399112,0.000043309443,0.00014488147,0.00015479607,0.00009193984],"domain_scores_gemma":[0.9953472,0.0034345123,0.00023836976,0.00026141698,0.000280846,0.00043759032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002026228,0.00081570755,0.0004647087,0.000802251,0.00029557277,0.0009878055,0.0008280867,0.0008235188,0.005146401],"category_scores_gemma":[0.00919544,0.00025399288,0.0005063658,0.00046261703,0.0003126674,0.000845643,0.0007689074,0.0013422545,0.00060277164],"study_design_candidate":"observational","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":[0.037807636,0.050662085,0.035584934,0.0018263978,0.0015244444,0.000090071975,0.0009061939,0.2117433,0.01407516,0.01306601,0.005401425,0.6273124],"study_design_scores_gemma":[0.012055698,0.07219468,0.092571884,0.00048530582,0.0034062152,0.0001325399,0.0021952994,0.7495194,0.018097807,0.04109433,0.008037963,0.00020885945],"about_ca_topic_score_codex":0.0019519466,"about_ca_topic_score_gemma":0.003282621,"teacher_disagreement_score":0.005146401,"about_ca_system_score_codex":0.00083431,"about_ca_system_score_gemma":0.0009798687,"threshold_uncertainty_score":0.017216444},"labels":[],"label_agreement":null},{"id":"W2730311528","doi":"","title":"A Challenge for Multi-Party Decision Making: Malicious Argumentation Strategies.","year":2017,"lang":"en","type":"article","venue":"The Florida AI Research Society","topic":"Information and Cyber Security","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":"Argumentation theory; Computer science; Computer security; Epistemology","score_opus":0.15427616805991679,"score_gpt":0.45306179701657645,"score_spread":0.29878562895665967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730311528","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":[0.0447165,0.010215879,0.5563527,0.21636395,0.0017351325,0.00027892846,0.00016289401,0.00025090028,0.16992311],"genre_scores_gemma":[0.8749815,0.0015948932,0.10894264,0.0059382212,0.00082428503,0.00028397804,0.0000747926,0.000101050595,0.0072585493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96252084,0.02893411,0.0010775151,0.0022771426,0.0040827426,0.0011075998],"domain_scores_gemma":[0.8697944,0.10912258,0.0045997878,0.0072295014,0.005575806,0.0036778967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033084787,0.0011130192,0.0013418166,0.0019653488,0.0050630746,0.012259306,0.003128228,0.012288637,0.008050126],"category_scores_gemma":[0.104745,0.00061905343,0.0011538705,0.0011368678,0.014472301,0.01727623,0.007359225,0.008178498,0.001362199],"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":[0.000094128685,0.000068455985,0.0005293623,0.00021436966,0.0001242507,0.00033229083,0.0020844017,0.003976066,0.00040479362,0.9555122,0.008768099,0.027891625],"study_design_scores_gemma":[0.00002364426,0.00001553362,0.00006862408,0.00008632864,0.000013341576,0.00010804889,0.00047037945,0.009428913,0.00016584324,0.98296756,0.0066378815,0.000013888997],"about_ca_topic_score_codex":0.00081077195,"about_ca_topic_score_gemma":0.00094235106,"teacher_disagreement_score":0.033084787,"about_ca_system_score_codex":0.0023909982,"about_ca_system_score_gemma":0.0036185842,"threshold_uncertainty_score":0.17497122},"labels":[],"label_agreement":null},{"id":"W2732027414","doi":"","title":"Towards Deception Detection in a Language-Driven Game.","year":2017,"lang":"en","type":"article","venue":"The Florida AI Research Society","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Deception; Computer science; Psychology; Social psychology","score_opus":0.04743859112435025,"score_gpt":0.3775013404344681,"score_spread":0.33006274931011786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732027414","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":[0.1169042,0.0002723116,0.8639784,0.0031003016,0.00014175464,0.00042300753,0.00015222462,0.0008415462,0.014186196],"genre_scores_gemma":[0.8914271,0.000070863985,0.103630975,0.00063254574,0.000032885244,0.00017083883,0.00011161927,0.00007010756,0.0038531318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9952276,0.0029662894,0.00015161547,0.00048794434,0.00069056585,0.0004760233],"domain_scores_gemma":[0.97388965,0.020983467,0.0011821112,0.0011818395,0.0015822417,0.0011806432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005138307,0.0010137004,0.0010364659,0.0007380191,0.00088752,0.0024333794,0.0031229714,0.002844105,0.0036460408],"category_scores_gemma":[0.03924595,0.00060426694,0.00082370825,0.00026886375,0.0024982851,0.0040975763,0.004229227,0.0041410313,0.0007115391],"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":[0.002961028,0.0015252207,0.014069958,0.0007693862,0.00046783444,0.0010762451,0.0030319737,0.43287992,0.027782718,0.3292874,0.01779508,0.16835319],"study_design_scores_gemma":[0.00005372179,0.00013381845,0.00033492554,0.000021940323,0.000017233313,0.00007171185,0.00011527414,0.93012226,0.0012912998,0.06722114,0.0005977883,0.000018870714],"about_ca_topic_score_codex":0.004714839,"about_ca_topic_score_gemma":0.004725708,"teacher_disagreement_score":0.005138307,"about_ca_system_score_codex":0.0013406721,"about_ca_system_score_gemma":0.0025173035,"threshold_uncertainty_score":0.027174294},"labels":[],"label_agreement":null},{"id":"W2740499432","doi":"10.4324/9781315673073.ch7","title":"Treatment with firesetters in secure settings","year":2017,"lang":"en","type":"book-chapter","venue":"Kent Academic Repository (University of Kent)","topic":"Information and Cyber Security","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":"Computer security; Medical emergency; Computer science; Environmental science; Aeronautics; Engineering; Medicine","score_opus":0.009942247872952975,"score_gpt":0.19377732312512055,"score_spread":0.18383507525216758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740499432","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":[0.32236224,0.11730909,0.007455314,0.10708672,0.010571439,0.00059023144,0.000332989,0.00042773492,0.4338643],"genre_scores_gemma":[0.587643,0.094635576,0.008992133,0.02311065,0.001252236,0.0005634525,0.0002623653,0.00016546085,0.28337505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995906,0.0001527559,0.000020502272,0.0000255703,0.000086036234,0.0001245791],"domain_scores_gemma":[0.99954957,0.00014109422,0.000077595716,0.00002471431,0.000029643486,0.0001773139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008677077,0.00025803348,0.00026613966,0.00041253926,0.0037015034,0.0016731039,0.0007883493,0.0021748492,0.011951994],"category_scores_gemma":[0.0025176457,0.0002789228,0.00026276842,0.00032950434,0.0015528883,0.0019385038,0.002242662,0.0039699916,0.001783982],"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":[0.00017640565,0.00076044654,0.004339831,0.0007898266,0.00003939676,0.010459642,0.067005664,0.0005059477,0.0017562871,0.02793353,0.43991515,0.44631788],"study_design_scores_gemma":[0.0001250684,0.00072458974,0.024821816,0.004296737,0.00005077785,0.036989722,0.11983953,0.00055372785,0.002094035,0.022550091,0.7878539,0.00010010865],"about_ca_topic_score_codex":0.003117786,"about_ca_topic_score_gemma":0.017467141,"teacher_disagreement_score":0.011951994,"about_ca_system_score_codex":0.0011259699,"about_ca_system_score_gemma":0.0020380353,"threshold_uncertainty_score":0.03998339},"labels":[],"label_agreement":null},{"id":"W2747660322","doi":"10.6028/nist.sp.800-182","title":"Computer Security Division 2015 Annual Report","year":2016,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"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":"Information Technology Laboratory; National Institute of Standards and Technology; Office of the Director of National Intelligence; National Telecommunications and Information Administration; York University; National Security Agency; U.S. Department of Homeland Security; National Aeronautics and Space Administration","keywords":"Division (mathematics); Computer science; Computer security; Arithmetic; Mathematics","score_opus":0.016202286661349624,"score_gpt":0.2911944349803551,"score_spread":0.2749921483190054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747660322","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":[0.010381078,0.0031907505,0.009785407,0.008376606,0.0069468385,0.0010435905,0.12459852,0.0049088537,0.83076835],"genre_scores_gemma":[0.021850448,0.0040786974,0.0035768398,0.0008269318,0.0007148261,0.0005631462,0.08074559,0.00072247913,0.886921],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99666387,0.00023401917,0.00016970579,0.0002823833,0.002177765,0.00047222976],"domain_scores_gemma":[0.9927797,0.0006388266,0.00028992785,0.00073647476,0.004952301,0.0006027254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028299033,0.0011166985,0.0010093196,0.0038676418,0.00097227853,0.0030118837,0.00097429904,0.0012341329,0.17452621],"category_scores_gemma":[0.0066666794,0.00042204474,0.0005893931,0.0034121952,0.0004263966,0.0018605783,0.0013562577,0.0014336681,0.22681165],"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":[0.00007259527,0.000096599804,0.0013531672,0.000076767275,0.000008323989,0.000020390731,0.000023265104,0.0003506911,0.00037950187,0.001951809,0.95619285,0.039474156],"study_design_scores_gemma":[0.00002240439,0.00008889726,0.007781711,0.0001641525,0.00003434853,0.00006553985,0.000106804466,0.0013456121,0.003753436,0.0012911059,0.9853291,0.000016947306],"about_ca_topic_score_codex":0.017543567,"about_ca_topic_score_gemma":0.015010031,"teacher_disagreement_score":0.17452621,"about_ca_system_score_codex":0.0023483124,"about_ca_system_score_gemma":0.008628293,"threshold_uncertainty_score":0.58384836},"labels":[],"label_agreement":null},{"id":"W2748388916","doi":"10.25300/misq/2017/41.3.10","title":"When Do IT Security Investments Matter? Accounting for the Influence of Institutional Factors in the Context of Healthcare Data Breaches1","year":2017,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":231,"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":"Context (archaeology); Health care; Business; Institutional theory; Accounting; Knowledge management; Public relations; Sociology; Political science; Economics; Computer science; Social science; Economic growth","score_opus":0.047502985496508957,"score_gpt":0.3015929231251198,"score_spread":0.2540899376286109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748388916","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":[0.9769841,0.0021234103,0.007355553,0.005184041,0.00013233375,0.00013692788,0.0006916927,0.000046543973,0.007345518],"genre_scores_gemma":[0.9977023,0.0002746895,0.00076542125,0.00026750177,0.000052403608,0.000043757555,0.00021620726,0.000012366609,0.0006652867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9878473,0.005586974,0.0011273546,0.0017300862,0.0012928629,0.0024153478],"domain_scores_gemma":[0.82884973,0.09846248,0.055119127,0.00803002,0.0031011954,0.006437413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012053387,0.00090004137,0.0009820547,0.0020432216,0.0013654538,0.005603494,0.0015820648,0.00225722,0.006814896],"category_scores_gemma":[0.077817686,0.000564991,0.001808462,0.004097496,0.0029413484,0.0057406775,0.00390927,0.0037747729,0.0006366877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021172994,0.00020305128,0.9799912,0.000090303125,0.0006459585,0.00025331407,0.00065464206,0.0033904617,0.00017038894,0.004241684,0.0004831297,0.009664092],"study_design_scores_gemma":[0.000041470543,0.00039224542,0.95884204,0.00024348199,0.00075118773,0.00011838389,0.003135246,0.018122938,0.0005767889,0.01434214,0.0033729707,0.00006116593],"about_ca_topic_score_codex":0.020734286,"about_ca_topic_score_gemma":0.020026207,"teacher_disagreement_score":0.020734286,"about_ca_system_score_codex":0.002234155,"about_ca_system_score_gemma":0.0037400974,"threshold_uncertainty_score":0.06374514},"labels":[],"label_agreement":null},{"id":"W2748696935","doi":"10.1016/j.cose.2017.08.005","title":"Survey of publicly available reports on advanced persistent threat actors","year":2017,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":174,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Espionage; Hacker; Globe; Political science; Public relations; State (computer science); The Internet; Computer security; Internet privacy; Business; Computer science; Law; Psychology; World Wide Web","score_opus":0.03293520642325198,"score_gpt":0.2595525260668101,"score_spread":0.22661731964355813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748696935","genre_codex":"dataset","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":[0.22546212,0.0584631,0.0033808206,0.009828973,0.00092439534,0.00038909735,0.611267,0.0014372502,0.08884733],"genre_scores_gemma":[0.5270204,0.058133107,0.0036901794,0.0035881836,0.0011903738,0.00081010436,0.38736397,0.00054688356,0.017656825],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99050283,0.0018490198,0.0017770729,0.0009969112,0.0039519104,0.00092230487],"domain_scores_gemma":[0.82935464,0.079883695,0.061272647,0.007901362,0.01833316,0.0032544248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059202467,0.0008084356,0.00051297445,0.033362564,0.0008714595,0.0031983121,0.0010674618,0.0012391349,0.018399421],"category_scores_gemma":[0.060357854,0.00042907713,0.00050278485,0.04301099,0.0008211178,0.0031609416,0.002542384,0.0010755325,0.009052389],"study_design_candidate":"observational","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":[0.001052739,0.00018086043,0.3354203,0.0121340845,0.0004268758,0.0010525212,0.0072556846,0.0007226687,0.0021607848,0.011162332,0.4272455,0.20118566],"study_design_scores_gemma":[0.000041109965,0.000112390495,0.36236486,0.006054137,0.00028550372,0.0010753579,0.0077647935,0.00036694083,0.0022083183,0.0013456565,0.618292,0.000088959],"about_ca_topic_score_codex":0.005521268,"about_ca_topic_score_gemma":0.004571093,"teacher_disagreement_score":0.033362564,"about_ca_system_score_codex":0.0014273463,"about_ca_system_score_gemma":0.0037724914,"threshold_uncertainty_score":0.061552167},"labels":[],"label_agreement":null},{"id":"W2750628123","doi":"10.1002/j.2334-5837.2017.00370.x","title":"Systems Security Engineering: What Every System Engineer Needs to Know","year":2017,"lang":"en","type":"article","venue":"INCOSE International Symposium","topic":"Information and Cyber Security","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":"Lockheed Martin (Canada)","funders":"","keywords":"Engineering management; Trustworthiness; Relevance (law); Perspective (graphical); Engineering; Computer science; Value (mathematics); Engineering ethics; Systems engineering; Computer security; Political science","score_opus":0.00608534639744141,"score_gpt":0.22112774017902279,"score_spread":0.21504239378158138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750628123","genre_codex":"commentary","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":[0.0073158247,0.07338783,0.11379561,0.73628086,0.0067102257,0.00016419943,0.00013223245,0.000879674,0.061333694],"genre_scores_gemma":[0.35449883,0.16615124,0.26329434,0.1633937,0.013119071,0.00046321,0.0006386749,0.0010795034,0.03736152],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98468274,0.0065901116,0.0009619958,0.00097370776,0.0056108576,0.0011806408],"domain_scores_gemma":[0.94031495,0.03059704,0.0017629532,0.006012705,0.016046638,0.0052657314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022844441,0.0013896186,0.0016685567,0.0029765137,0.005829812,0.01717143,0.0025876274,0.009169571,0.007616365],"category_scores_gemma":[0.034529928,0.00086579705,0.000870338,0.0017581652,0.01527685,0.038476035,0.007261289,0.014178277,0.0046051657],"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":[0.000054643227,0.00040999232,0.0036121656,0.0035895526,0.00008204908,0.0007520556,0.01893421,0.0021384277,0.0021419483,0.30333972,0.1817218,0.48322344],"study_design_scores_gemma":[0.000014168822,0.00008085916,0.0010412512,0.0057808026,0.000027094786,0.0011312779,0.02229713,0.001672864,0.00071233977,0.47248495,0.49465665,0.00010057041],"about_ca_topic_score_codex":0.0053168056,"about_ca_topic_score_gemma":0.0045067687,"teacher_disagreement_score":0.022844441,"about_ca_system_score_codex":0.003848177,"about_ca_system_score_gemma":0.015974915,"threshold_uncertainty_score":0.12081444},"labels":[],"label_agreement":null},{"id":"W2753458568","doi":"","title":"Live Lesson: Netsim: Network simulation and hacking for high schoolers.","year":2017,"lang":"en","type":"article","venue":"USENIX Security Symposium","topic":"Information and Cyber Security","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":"Computer science; Hacker; Simulation; Operating system","score_opus":0.018499052066650833,"score_gpt":0.272508073113342,"score_spread":0.2540090210466912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753458568","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":[0.08852123,0.0010687744,0.5043945,0.007865474,0.0026235767,0.001168824,0.029721059,0.13019806,0.23443854],"genre_scores_gemma":[0.43875125,0.0015486495,0.34379512,0.0017628191,0.00036122196,0.0017903675,0.025569,0.017254898,0.16916676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998568,0.00003998284,0.0000052502023,0.000023245577,0.000052356347,0.000022312455],"domain_scores_gemma":[0.99898285,0.00046999808,0.0000305946,0.0001231024,0.00018985222,0.00020358576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057787413,0.0009276553,0.00033333883,0.0004401873,0.0003703365,0.0008634749,0.001646096,0.0010240078,0.07048499],"category_scores_gemma":[0.003322166,0.00039408074,0.00034338038,0.0002263245,0.00031330445,0.0014547609,0.0011234569,0.002011635,0.010576719],"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":[0.00042330383,0.0012736922,0.0041577634,0.0004505838,0.000064449,0.00028198317,0.00045936537,0.065968774,0.0052172444,0.012826264,0.71687335,0.19200325],"study_design_scores_gemma":[0.00073555764,0.0008206091,0.005402167,0.00034655601,0.000098494354,0.00037332086,0.00040174066,0.4331548,0.022970647,0.045676563,0.4899182,0.00010140164],"about_ca_topic_score_codex":0.0034711342,"about_ca_topic_score_gemma":0.00908946,"teacher_disagreement_score":0.07048499,"about_ca_system_score_codex":0.00038307993,"about_ca_system_score_gemma":0.0008084367,"threshold_uncertainty_score":0.2357958},"labels":[],"label_agreement":null},{"id":"W2757722782","doi":"10.1002/asi.23938","title":"Trustworthiness attribution: Inquiry into insider threat detection","year":2017,"lang":"en","type":"article","venue":"Journal of the Association for Information Science and Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":24,"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":"Office of the Director of National Intelligence; National Science Foundation","keywords":"Attribution; Insider; Insider threat; Safeguarding; Information security; Process (computing); Knowledge management; Nexus (standard); Computer science; Psychology; Social psychology; Computer security; Political science","score_opus":0.015297405399930245,"score_gpt":0.27865737885165814,"score_spread":0.2633599734517279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757722782","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":[0.8126625,0.0013770424,0.10773045,0.007675957,0.00017434402,0.00014893134,0.00005963634,0.00010616372,0.07006487],"genre_scores_gemma":[0.9972631,0.00014581307,0.0021849684,0.000085425454,0.000027870557,0.000015375166,0.000011403494,0.000008411184,0.0002577454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98511904,0.008205645,0.0006175735,0.0016655112,0.003824512,0.0005676671],"domain_scores_gemma":[0.9098821,0.053549726,0.019891456,0.0069390764,0.008145189,0.001592439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016390482,0.00042847102,0.00052766525,0.004223586,0.00282019,0.005657397,0.0013478845,0.0018190927,0.0017035244],"category_scores_gemma":[0.11823475,0.0004067425,0.000456153,0.0022041532,0.012162617,0.007930303,0.0048683803,0.0027349475,0.00018751454],"study_design_candidate":"observational","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":[0.00022676727,0.00024869674,0.23583207,0.00044574222,0.00017114004,0.0010012605,0.2413918,0.0029860833,0.0032150159,0.34265408,0.0016355873,0.17019178],"study_design_scores_gemma":[0.00004549487,0.00039457015,0.20848723,0.00071660057,0.00017008552,0.0019784467,0.16058502,0.037047364,0.0041657053,0.564126,0.022039471,0.00024400646],"about_ca_topic_score_codex":0.0026390196,"about_ca_topic_score_gemma":0.0009496042,"teacher_disagreement_score":0.016390482,"about_ca_system_score_codex":0.0024547798,"about_ca_system_score_gemma":0.0020857193,"threshold_uncertainty_score":0.0866822},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2762702024","doi":"10.1007/978-3-319-65082-1_3","title":"Using Dashboards to Reach Acceptable Risk in Statistics Data Centers Through Risk Assessment and Impact","year":2017,"lang":"en","type":"book-chapter","venue":"Service science: research and innovations in the service economy","topic":"Information and Cyber Security","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":"Dashboard; Risk management; Computer science; Risk analysis (engineering); Risk assessment; Summary statistics; Data science; Data mining; Statistics; Computer security; Business; Finance","score_opus":0.189806101344724,"score_gpt":0.4565910187119518,"score_spread":0.26678491736722776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762702024","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":[0.03150584,0.0016865089,0.8265164,0.0070080394,0.001047236,0.00056150387,0.00087379594,0.027636034,0.10316469],"genre_scores_gemma":[0.38819614,0.0029169614,0.54616,0.0014210684,0.0004684328,0.00065088505,0.0020454626,0.0036828264,0.05445832],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99510276,0.0016069012,0.00036639124,0.0004776556,0.0021103108,0.00033588303],"domain_scores_gemma":[0.9796102,0.012298703,0.0012831283,0.0026231015,0.003324289,0.0008605278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008832319,0.0017710447,0.00085855083,0.0020655172,0.0010807357,0.010911216,0.0024996914,0.0016690666,0.01921766],"category_scores_gemma":[0.034807473,0.00077724375,0.0006702077,0.002331809,0.001492217,0.010662567,0.004282442,0.003754488,0.0049053333],"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":[0.0003474631,0.00050029816,0.0042335903,0.00043993772,0.000107542684,0.00026246632,0.002783242,0.05319017,0.0053759064,0.1856158,0.0680104,0.6791333],"study_design_scores_gemma":[0.00015640106,0.0005806794,0.0038650152,0.0010079582,0.0001594636,0.00023675141,0.003567206,0.23517968,0.021532355,0.4250192,0.30842978,0.00026554425],"about_ca_topic_score_codex":0.0031233546,"about_ca_topic_score_gemma":0.002251167,"teacher_disagreement_score":0.01921766,"about_ca_system_score_codex":0.0015817559,"about_ca_system_score_gemma":0.002043914,"threshold_uncertainty_score":0.06428951},"labels":[],"label_agreement":null},{"id":"W2766137232","doi":"10.62915/2472-2707.1037","title":"A Developmental Study on Assessing the Cybersecurity Competency of Organizational Information System Users","year":2017,"lang":"en","type":"article","venue":"Journal of Cybersecurity Education Research and Practice","topic":"Information and Cyber Security","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":"Lockheed Martin (Canada)","funders":"","keywords":"Computer security; Information system; Knowledge management; Information systems security; Business; Computer science; Management information systems; Engineering","score_opus":0.05314030800459716,"score_gpt":0.40022510891680835,"score_spread":0.34708480091221117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766137232","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":[0.99837023,0.000015731352,0.00021737057,0.00005632233,0.0000022921345,0.00008947931,0.000015906484,0.0000015396794,0.0012312027],"genre_scores_gemma":[0.9976675,0.00006972602,0.0012841278,0.00005402076,0.000001791957,0.00017200015,0.00003810119,0.000001632235,0.00071106566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964922,0.0018648579,0.00027824845,0.0002767872,0.0005999675,0.00048797062],"domain_scores_gemma":[0.97938776,0.009192111,0.0021197596,0.001082759,0.005498789,0.0027187718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010192025,0.00029881703,0.000302043,0.0013261662,0.0017759181,0.0016663308,0.00053560594,0.000494504,0.0017695978],"category_scores_gemma":[0.023580402,0.00041165634,0.00042723355,0.0008563555,0.0012094595,0.0020632343,0.0018191048,0.0010778758,0.00029882355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025440272,0.0061557693,0.6395118,0.00032495888,0.000036061807,0.0012444409,0.27567124,0.0003120154,0.006168781,0.0036678112,0.00075278804,0.06589999],"study_design_scores_gemma":[0.00006246119,0.0065580583,0.7307784,0.00025880878,0.000047291516,0.0007731844,0.24264006,0.0012859233,0.008025604,0.0011057393,0.008395635,0.00006877831],"about_ca_topic_score_codex":0.0052597295,"about_ca_topic_score_gemma":0.008249199,"teacher_disagreement_score":0.010192025,"about_ca_system_score_codex":0.0022040254,"about_ca_system_score_gemma":0.005957123,"threshold_uncertainty_score":0.053901196},"labels":[],"label_agreement":null},{"id":"W2768185635","doi":"10.4018/irmj.2018010103","title":"Roles of Organizational Climate, Social Bonds, and Perceptions of Security Threats on IS Security Policy Compliance Intentions","year":2017,"lang":"en","type":"article","venue":"Information Resources Management Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Compliance (psychology); Perception; Business; Social security; Computer security; Public relations; Psychology; Social psychology; Political science; Computer science","score_opus":0.01497549498040635,"score_gpt":0.28047106612906053,"score_spread":0.2654955711486542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768185635","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":[0.98719317,0.00008113074,0.00015075336,0.0019250229,0.000027428734,0.000034758585,0.0003030549,0.000012622122,0.0102720475],"genre_scores_gemma":[0.99653506,0.0001307892,0.00026698224,0.0004406367,0.000027183327,0.0000827231,0.00047470548,0.000025536716,0.002016395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981431,0.00081617106,0.00015741977,0.0002172231,0.00035026702,0.00031583084],"domain_scores_gemma":[0.925739,0.048124082,0.013481809,0.0022646054,0.0022688454,0.008121632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050259475,0.0006276258,0.0005066584,0.0013414224,0.0021675744,0.0045888205,0.0018382978,0.002458303,0.027813442],"category_scores_gemma":[0.032337192,0.00087625557,0.001134532,0.0015305439,0.0022150066,0.004294149,0.003128652,0.003333385,0.0019855883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010331091,0.0022161696,0.95750725,0.00010853143,0.0002270745,0.00027914476,0.022470228,0.00062533276,0.00049139955,0.003922194,0.0023569302,0.008762671],"study_design_scores_gemma":[0.00007301222,0.00022730022,0.9753322,0.000121321034,0.00009605305,0.00007892222,0.019545775,0.00186275,0.00013583734,0.0014594744,0.0010402519,0.000027070613],"about_ca_topic_score_codex":0.037062183,"about_ca_topic_score_gemma":0.0593445,"teacher_disagreement_score":0.037062183,"about_ca_system_score_codex":0.001589203,"about_ca_system_score_gemma":0.003497424,"threshold_uncertainty_score":0.093045235},"labels":[],"label_agreement":null},{"id":"W2768772012","doi":"10.1007/978-3-319-66505-4_4","title":"k-Zero Day Safety: Evaluating the Resilience of Networks Against Unknown Attacks","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer security; Metric (unit); Resilience (materials science); Computer science; Zero (linguistics); Network security; Rank (graph theory); Security through obscurity; Value (mathematics); Security information and event management; Mathematics; Engineering; Cloud computing security","score_opus":0.03254683029932205,"score_gpt":0.29505894934235316,"score_spread":0.2625121190430311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768772012","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":[0.49167693,0.005305306,0.45500964,0.0014518986,0.00086435897,0.0002984245,0.0023244382,0.0033777892,0.039691225],"genre_scores_gemma":[0.9517169,0.0008707608,0.040283874,0.00008452071,0.00011075571,0.000073574665,0.0012427538,0.00022464542,0.005392256],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990897,0.0002812642,0.000035929854,0.00018357782,0.00029905344,0.00011044305],"domain_scores_gemma":[0.99648005,0.0022643371,0.00028456782,0.0003800356,0.00038321468,0.00020777794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013215899,0.0014511822,0.0006911353,0.001204622,0.00044839145,0.0014668284,0.0016882842,0.001430171,0.0040516816],"category_scores_gemma":[0.008405272,0.00028097286,0.00059647916,0.0006988332,0.0013701923,0.0029429134,0.0016800162,0.001008675,0.000874659],"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":[0.0010178285,0.00017344576,0.00821198,0.00047570321,0.00024675275,0.00014355702,0.00020738278,0.76313275,0.004560134,0.020822516,0.010382636,0.19062527],"study_design_scores_gemma":[0.00002767969,0.00047929247,0.0030022522,0.00006161546,0.00007442627,0.00014493139,0.00021640935,0.94254094,0.005091026,0.04594231,0.0023767622,0.000042270498],"about_ca_topic_score_codex":0.0029785705,"about_ca_topic_score_gemma":0.0026579609,"teacher_disagreement_score":0.0040516816,"about_ca_system_score_codex":0.0010611553,"about_ca_system_score_gemma":0.00066996925,"threshold_uncertainty_score":0.013554215},"labels":[],"label_agreement":null},{"id":"W2771244795","doi":"10.2495/safe-v8-n1-48-58","title":"The role of safety risk management in the UK rail industry when dealing with cyber threats","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Risk management; Risk analysis (engineering); Business; Occupational safety and health; Computer security; Engineering; Forensic engineering; Computer science; Medicine; Finance","score_opus":0.00475021202597396,"score_gpt":0.21248551886520292,"score_spread":0.20773530683922897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771244795","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":[0.24802738,0.18908568,0.10496054,0.17847064,0.0027767138,0.0006100675,0.0002217928,0.00028887577,0.27555838],"genre_scores_gemma":[0.9273018,0.04647595,0.014223169,0.0031480903,0.00089254597,0.0001167904,0.00005595436,0.000046564684,0.007739081],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9740699,0.017008957,0.0015875477,0.00076295185,0.0052255676,0.0013450978],"domain_scores_gemma":[0.91406125,0.062675096,0.009352834,0.0010617122,0.01114864,0.0017004404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02812282,0.00093326217,0.0007457493,0.006693358,0.0039137937,0.019738663,0.0015756335,0.0052443114,0.0040436313],"category_scores_gemma":[0.051999275,0.0006035486,0.0007931674,0.0037970017,0.0072067776,0.009850112,0.0044101677,0.0028858054,0.00079913874],"study_design_candidate":"observational","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":[0.00038451437,0.00023058862,0.037595123,0.0061606728,0.00022048627,0.0042773723,0.050146133,0.02408031,0.0027086828,0.29873055,0.012288731,0.5631768],"study_design_scores_gemma":[0.00007934639,0.0017723087,0.065996245,0.022512104,0.00041116518,0.00824149,0.18078585,0.035588626,0.004949478,0.27368575,0.40527686,0.00070078694],"about_ca_topic_score_codex":0.012614099,"about_ca_topic_score_gemma":0.017449956,"teacher_disagreement_score":0.02812282,"about_ca_system_score_codex":0.009537816,"about_ca_system_score_gemma":0.012213142,"threshold_uncertainty_score":0.1487295},"labels":[],"label_agreement":null},{"id":"W2773037341","doi":"10.2495/safe-v8-n2-246-257","title":"Cyber incident exercise for safety protection in critical infrastructure","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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":"Council for Science, Technology and Innovation","keywords":"Critical infrastructure; Critical infrastructure protection; Occupational safety and health; Cyber-physical system; Computer security; Poison control; Medical emergency; Business; Computer science; Medicine","score_opus":0.007201609715365271,"score_gpt":0.2516661813413777,"score_spread":0.24446457162601243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773037341","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":[0.09107826,0.016098373,0.10434082,0.058511376,0.005221051,0.0006378415,0.00018139595,0.0011360858,0.72279483],"genre_scores_gemma":[0.8892947,0.00761339,0.029511862,0.005792589,0.0012189046,0.00033135366,0.0001613591,0.0001488537,0.06592694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980842,0.0008304309,0.00010181228,0.00017652386,0.000516168,0.0002908755],"domain_scores_gemma":[0.99735653,0.000993118,0.00035293185,0.0004013206,0.00047000014,0.0004262082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025098932,0.0006192104,0.00024586197,0.001207007,0.0024724796,0.0040489137,0.0010452848,0.001964182,0.016476667],"category_scores_gemma":[0.004601696,0.0001933514,0.00040882532,0.0006022858,0.0034864927,0.004948714,0.0044741,0.0022730476,0.0019616308],"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":[0.00030388363,0.00033767123,0.0042200005,0.000912489,0.000044468426,0.0013850856,0.007298788,0.0035192338,0.003367116,0.67053443,0.052674595,0.2554023],"study_design_scores_gemma":[0.000085385596,0.00052628026,0.0072625433,0.0027013153,0.00009800539,0.0019549748,0.018517425,0.0078034094,0.006001185,0.36954793,0.5854107,0.00009087013],"about_ca_topic_score_codex":0.0009391651,"about_ca_topic_score_gemma":0.0014701379,"teacher_disagreement_score":0.016476667,"about_ca_system_score_codex":0.0014155444,"about_ca_system_score_gemma":0.0028504,"threshold_uncertainty_score":0.05511993},"labels":[],"label_agreement":null},{"id":"W2773811389","doi":"10.1007/978-1-4842-3048-0_20","title":"Sample PAM Use Cases","year":2017,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Best practice; Sample (material); Weakness; Business; Process management; Computer security; Political science; Computer science; Medicine; Law; Chemistry","score_opus":0.06611261696479533,"score_gpt":0.2588202477410956,"score_spread":0.19270763077630026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773811389","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":[0.307321,0.0024006912,0.016422855,0.0055379765,0.00023726645,0.0016555331,0.012590159,0.0017447653,0.6520897],"genre_scores_gemma":[0.7754518,0.003963589,0.023983309,0.0028242876,0.00019770546,0.00397519,0.0096717,0.0010536094,0.17887881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963123,0.0011868685,0.00022907039,0.0002841777,0.0015424204,0.00044510543],"domain_scores_gemma":[0.99365604,0.0039904574,0.00034085222,0.00062451384,0.0011389012,0.00024915647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015886487,0.00052026036,0.00028512158,0.0047873682,0.0036172657,0.0032775842,0.0010183171,0.0022752448,0.04588429],"category_scores_gemma":[0.021464707,0.00038675853,0.00035484272,0.0073293117,0.0009150805,0.004348889,0.003016819,0.001343477,0.012091804],"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":[0.0006999735,0.0007755799,0.034122728,0.0031591058,0.000044809087,0.017678538,0.071081474,0.0023374832,0.004420974,0.11569579,0.2838312,0.46615243],"study_design_scores_gemma":[0.000044722077,0.000100392135,0.01926503,0.00095554604,0.000029219682,0.012365126,0.024539849,0.002846851,0.004174711,0.011704592,0.92392325,0.000050698894],"about_ca_topic_score_codex":0.005287904,"about_ca_topic_score_gemma":0.009905772,"teacher_disagreement_score":0.04588429,"about_ca_system_score_codex":0.0024871589,"about_ca_system_score_gemma":0.0013219574,"threshold_uncertainty_score":0.15349823},"labels":[],"label_agreement":null},{"id":"W2775207147","doi":"10.2495/safe-v8-n2-212-222","title":"A game oriented approach to minimizing cybersecurity risk","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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 security; Computer science; Risk analysis (engineering); Engineering; Business","score_opus":0.00528079356162296,"score_gpt":0.21294262908728068,"score_spread":0.20766183552565773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775207147","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":[0.008981105,0.00030804717,0.97071886,0.00086726894,0.000058174697,0.000249038,0.000057286547,0.00006607547,0.018694095],"genre_scores_gemma":[0.5344429,0.0012706884,0.44676194,0.00051011384,0.00015156841,0.0010124331,0.00008256309,0.000107601576,0.015660193],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99686676,0.001735691,0.00009930332,0.00041306598,0.0006708695,0.00021432279],"domain_scores_gemma":[0.9981067,0.0011919051,0.00017850382,0.00008981832,0.00026947565,0.00016354644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028483097,0.002418285,0.0011897746,0.0015274631,0.000966892,0.0031159325,0.0025054836,0.0023764984,0.0034255206],"category_scores_gemma":[0.0041940073,0.00084606133,0.0013780266,0.00095791434,0.0032169872,0.0030038017,0.0022896924,0.0029801656,0.0003586566],"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":[0.000042159823,0.000086681495,0.00030586997,0.00015985126,0.00008455619,0.00009758781,0.00021113521,0.61504453,0.0015176365,0.36912474,0.000985172,0.012340124],"study_design_scores_gemma":[0.00004488796,0.0001716249,0.00014050267,0.000054921715,0.000041264793,0.00005985811,0.00009032696,0.7837632,0.000571105,0.21041836,0.004613184,0.000030734926],"about_ca_topic_score_codex":0.004123244,"about_ca_topic_score_gemma":0.004469884,"teacher_disagreement_score":0.004123244,"about_ca_system_score_codex":0.003759044,"about_ca_system_score_gemma":0.004205797,"threshold_uncertainty_score":0.027273893},"labels":[],"label_agreement":null},{"id":"W2777983187","doi":"10.4018/978-1-59140-993-9.ch004","title":"Addressing the Credibility of Web Applications","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Credibility; Reputation; Context (archaeology); World Wide Web; The Internet; Set (abstract data type); Computer science; Internet privacy; Political science","score_opus":0.05380764606124302,"score_gpt":0.2803742213123912,"score_spread":0.22656657525114818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777983187","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":[0.028178968,0.055957418,0.11350432,0.044467174,0.001337881,0.00014329732,0.00008711363,0.00039573657,0.7559281],"genre_scores_gemma":[0.7523469,0.051731277,0.057605613,0.0046775346,0.00374378,0.00022119195,0.00019212652,0.0004615632,0.1290201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99403846,0.0026981905,0.00023932585,0.00043512316,0.0022956522,0.00029321222],"domain_scores_gemma":[0.9727542,0.021574907,0.00094259944,0.0019187207,0.0023296278,0.0004798213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005721196,0.0005598934,0.00047543037,0.0030509327,0.0020248313,0.012462904,0.0017634027,0.0051760017,0.0063526863],"category_scores_gemma":[0.029626679,0.00049556786,0.000445326,0.0024425024,0.00670751,0.016736893,0.004741472,0.00529408,0.0020196682],"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":[0.00001773339,0.000024300236,0.0004904625,0.0002490825,0.0000070343403,0.00029573444,0.0039239735,0.0009803419,0.0005872963,0.8875801,0.01032282,0.09552111],"study_design_scores_gemma":[0.000012507055,0.000043994576,0.00085064286,0.0013774337,0.000028529046,0.0009221501,0.0019351458,0.009222504,0.0018872274,0.6802989,0.30337816,0.000042867785],"about_ca_topic_score_codex":0.001613333,"about_ca_topic_score_gemma":0.0010757677,"teacher_disagreement_score":0.012462904,"about_ca_system_score_codex":0.0038032837,"about_ca_system_score_gemma":0.0024814776,"threshold_uncertainty_score":0.030256927},"labels":[],"label_agreement":null},{"id":"W2782194035","doi":"10.1007/978-3-319-70578-1_12","title":"Toward a Model of Emotion and Its Contagion Influences on Agile Development for Defense Applications","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Information and Cyber Security","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 Regina","funders":"","keywords":"Agile software development; Quality (philosophy); Computer science; Process management; Knowledge management; Software; Engineering; Software engineering","score_opus":0.04164575835578284,"score_gpt":0.28006123999120824,"score_spread":0.23841548163542542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782194035","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":[0.24894083,0.003815078,0.40259078,0.011477767,0.00041219938,0.00009393611,0.0002812806,0.00018322069,0.33220488],"genre_scores_gemma":[0.9698323,0.0012088123,0.016179517,0.00030385697,0.00009580141,0.00009098452,0.000054797343,0.000058647067,0.012175359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999742,0.00013568172,0.000007677191,0.00004066785,0.000036577458,0.000037505695],"domain_scores_gemma":[0.99863464,0.0010633921,0.00008938854,0.000053092033,0.00009596175,0.0000634744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005852155,0.00049375865,0.00024611526,0.0004125717,0.0006354331,0.002501893,0.0007007449,0.0010301763,0.006393474],"category_scores_gemma":[0.002481193,0.0002734139,0.00047720745,0.0005906572,0.0013614026,0.0026546724,0.0010612109,0.001827508,0.00062743796],"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":[0.000052722266,0.000096132804,0.0039475993,0.000083990824,0.000043831184,0.0002739488,0.0035239672,0.02033856,0.00199713,0.9439634,0.0024651045,0.02321374],"study_design_scores_gemma":[0.000021998474,0.000110457,0.0075137946,0.00015328973,0.000089422654,0.00024139283,0.0025976775,0.19305061,0.00067756354,0.7786489,0.016848324,0.000046486995],"about_ca_topic_score_codex":0.0023775818,"about_ca_topic_score_gemma":0.0023487536,"teacher_disagreement_score":0.006393474,"about_ca_system_score_codex":0.0011809899,"about_ca_system_score_gemma":0.00079134863,"threshold_uncertainty_score":0.021388292},"labels":[],"label_agreement":null},{"id":"W2787692197","doi":"10.24251/hicss.2018.380","title":"The Role of Anchoring in Actualizing IT Affordances in EMR Implementations","year":2018,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","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":true,"ca_institutions":"McGill University","funders":"","keywords":"Affordance; Implementation; Agency (philosophy); Process (computing); Computer science; Anchoring; Focus (optics); Human–computer interaction; Psychology; Knowledge management; Cognitive science; Sociology; Software engineering; Programming language","score_opus":0.038806519411348286,"score_gpt":0.31434836346423517,"score_spread":0.2755418440528869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787692197","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":[0.8178844,0.0004056808,0.11347598,0.0028977618,0.000050869767,0.00015784868,0.000088067754,0.00041267657,0.0646268],"genre_scores_gemma":[0.9914483,0.00005968643,0.0078113284,0.000033044693,0.000005110738,0.000023784136,0.00001997526,0.00004285601,0.000556026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98761743,0.006832956,0.00072733837,0.0014572232,0.0021179756,0.0012470384],"domain_scores_gemma":[0.9624239,0.019509064,0.007746623,0.0057684355,0.0030208547,0.0015310539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009439005,0.0006649582,0.00038119906,0.0023939665,0.0025356081,0.0060890117,0.0012456474,0.0018323777,0.0068067447],"category_scores_gemma":[0.062392198,0.0008389702,0.0009337363,0.0017856201,0.0090758465,0.014043885,0.004840645,0.0023621167,0.00044207476],"study_design_candidate":"qualitative","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":[0.00036866684,0.0005430247,0.19521795,0.0005693656,0.00015819128,0.002164974,0.31158176,0.009538591,0.01141432,0.3368293,0.0013306808,0.13028318],"study_design_scores_gemma":[0.00013164515,0.00096395117,0.31787544,0.0012200439,0.00027455544,0.001920911,0.23175217,0.06494553,0.0102591375,0.29134265,0.07865776,0.0006562273],"about_ca_topic_score_codex":0.011276148,"about_ca_topic_score_gemma":0.009076747,"teacher_disagreement_score":0.011276148,"about_ca_system_score_codex":0.0038505266,"about_ca_system_score_gemma":0.002762376,"threshold_uncertainty_score":0.04991883},"labels":[],"label_agreement":null},{"id":"W2789589593","doi":"10.3233/jcs-171106","title":"Surviving unpatchable vulnerabilities through heterogeneous network hardening options","year":2018,"lang":"en","type":"article","venue":"Journal of Computer Security","topic":"Information and Cyber Security","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":"Concordia University","funders":"Army Research Office; Office of Naval Research; Concordia University","keywords":"Computer science; Hardening (computing); Computer security; Materials science; Composite material","score_opus":0.015468499814574104,"score_gpt":0.2501281810025684,"score_spread":0.2346596811879943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789589593","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":[0.4893047,0.0006161342,0.50041586,0.0004809302,0.000052790412,0.00023847651,0.00006601476,0.00062116166,0.008203902],"genre_scores_gemma":[0.9693382,0.00014141563,0.029332155,0.00006310664,0.00001015028,0.000050888462,0.000021595546,0.000036588273,0.001005894],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990351,0.00026056374,0.00004386045,0.00016971563,0.00018936921,0.0003014903],"domain_scores_gemma":[0.9982496,0.0007558227,0.00032783256,0.00032735677,0.00013150505,0.00020783608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001484605,0.0014701785,0.00076111004,0.00095492136,0.0006011635,0.0013898006,0.0015651428,0.0010569053,0.0018737662],"category_scores_gemma":[0.0033319595,0.00038709716,0.0007209538,0.00047586494,0.0011102003,0.0029639418,0.0028166843,0.0013281369,0.00015330489],"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":[0.00012858729,0.00012482532,0.0011371324,0.00005719041,0.00005261879,0.00017399467,0.0000859826,0.95172995,0.010260568,0.008735813,0.00030693103,0.027206358],"study_design_scores_gemma":[0.00002461865,0.00014545638,0.00036942225,0.000014729025,0.000046275847,0.00006873776,0.00008953943,0.98595375,0.0038540948,0.008886858,0.0005304055,0.000016106229],"about_ca_topic_score_codex":0.0013822305,"about_ca_topic_score_gemma":0.0013600438,"teacher_disagreement_score":0.0018737662,"about_ca_system_score_codex":0.0008327414,"about_ca_system_score_gemma":0.00079870335,"threshold_uncertainty_score":0.007851422},"labels":[],"label_agreement":null},{"id":"W2790401378","doi":"10.1007/978-3-319-77703-0_23","title":"An Incident Handling Guide for Small Organizations in the Hospitality Sector","year":2018,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"Incident response; Hospitality; Small business; IBM; Business; Plan (archaeology); Face (sociological concept); Marketing; Critical Incident Technique; Public relations; Computer security; Operations management; Engineering; Computer science; Political science; Geography; Tourism; Sociology","score_opus":0.01992885018502938,"score_gpt":0.2780425256920296,"score_spread":0.2581136755070002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790401378","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":[0.0036463817,0.015733894,0.057684816,0.019042507,0.004227465,0.0011176793,0.004758609,0.008061201,0.8857274],"genre_scores_gemma":[0.0056176595,0.00918303,0.041927543,0.0032055397,0.00031515938,0.0003276133,0.0022387078,0.0007239302,0.9364607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976546,0.000051438874,0.000019632473,0.000017229404,0.00011572212,0.000030511887],"domain_scores_gemma":[0.9991819,0.00024711477,0.000051417133,0.000036981255,0.000318161,0.00016433536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048228627,0.0009634436,0.0003983228,0.0013375035,0.0014902877,0.0019653384,0.0012144459,0.0017965023,0.17620553],"category_scores_gemma":[0.0012834161,0.00058347534,0.0003018939,0.0017000288,0.00025133006,0.002501592,0.001298627,0.0018283275,0.08194853],"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":[0.0000083358755,0.00009911666,0.00015049698,0.00012344871,9.791437e-7,0.00012452887,0.000364263,0.00035717167,0.00036945223,0.0041138763,0.8309356,0.1633528],"study_design_scores_gemma":[0.0000033708313,0.000018596027,0.0003595845,0.00010970375,9.65717e-7,0.00013139955,0.0003889892,0.00015946083,0.000070519345,0.001444929,0.99730694,0.000005376689],"about_ca_topic_score_codex":0.005371073,"about_ca_topic_score_gemma":0.020966018,"teacher_disagreement_score":0.17620553,"about_ca_system_score_codex":0.00087526336,"about_ca_system_score_gemma":0.0034767187,"threshold_uncertainty_score":0.5894662},"labels":[],"label_agreement":null},{"id":"W2797905301","doi":"10.22215/etd/2015-10879","title":"Adoption of Cybersecurity Capability Maturity Models in Municipal Governments","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Public Works and Government Services Canada","keywords":"Maturity (psychological); Capability Maturity Model; Information and Communications Technology; Government (linguistics); Interdependence; Critical infrastructure; Business; Computer security; Computer science; World Wide Web; Political science","score_opus":0.020276507974949433,"score_gpt":0.27134897783047784,"score_spread":0.2510724698555284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797905301","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":[0.9305163,0.0004782937,0.013269336,0.0045271004,0.000017601626,0.00018085774,0.0001729081,0.00012186494,0.050715677],"genre_scores_gemma":[0.99609643,0.00012544732,0.0031360618,0.000048299073,0.0000018215557,0.000050666687,0.00007571847,0.0000075333082,0.00045811207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99409395,0.0032539903,0.0002860606,0.00040017648,0.0013235201,0.00064231426],"domain_scores_gemma":[0.9670123,0.014751503,0.0056910636,0.0020748517,0.008445811,0.002024549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014936439,0.00024523312,0.00024578368,0.0026108974,0.0012295475,0.00463952,0.0008140928,0.0009522938,0.001976202],"category_scores_gemma":[0.054934196,0.00032323273,0.00047374482,0.0050821365,0.0011128893,0.006458405,0.002347963,0.0021973106,0.00034512236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030720816,0.00090746675,0.4557455,0.0002528115,0.00010694845,0.00021840072,0.036360547,0.013453327,0.001146866,0.20044504,0.0048880964,0.28616786],"study_design_scores_gemma":[0.00008019116,0.00072468794,0.5985634,0.0013903913,0.000170069,0.00026774115,0.09744012,0.13531147,0.0030285148,0.11849192,0.044363555,0.00016797306],"about_ca_topic_score_codex":0.034887776,"about_ca_topic_score_gemma":0.04341822,"teacher_disagreement_score":0.034887776,"about_ca_system_score_codex":0.011418367,"about_ca_system_score_gemma":0.011901247,"threshold_uncertainty_score":0.08284646},"labels":[],"label_agreement":null},{"id":"W2800590803","doi":"","title":"Make notifications great again: learning how to notify in the age of large-scale vulnerability scanning","year":2017,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Vulnerability (computing); Incentive; Computer security; Internet privacy; Scale (ratio); Business; Variety (cybernetics); Computer science; Economics","score_opus":0.037393826360615216,"score_gpt":0.3036431024586197,"score_spread":0.2662492760980045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800590803","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":[0.26794046,0.0055559482,0.5439472,0.11016608,0.0017979023,0.0009789979,0.000871071,0.015600072,0.0531423],"genre_scores_gemma":[0.74748266,0.0024108286,0.23209639,0.00525588,0.00041427262,0.00034968727,0.0006321773,0.001020975,0.010337007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99080104,0.005292638,0.00042253552,0.0013488866,0.0014907559,0.00064421224],"domain_scores_gemma":[0.9091493,0.06094831,0.0063988897,0.010146074,0.008381227,0.0049760523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020744339,0.001310816,0.000951969,0.0014070495,0.0030763466,0.006866425,0.003395331,0.00434008,0.0071043284],"category_scores_gemma":[0.13375308,0.0010064107,0.0005623654,0.000645849,0.003372451,0.02779936,0.0052950066,0.0076804487,0.0042277053],"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":[0.00062967284,0.0013234015,0.08539742,0.00091335544,0.00011095835,0.0011580368,0.02218143,0.015666459,0.0074996175,0.047071543,0.05925829,0.7587899],"study_design_scores_gemma":[0.00023348638,0.0012303885,0.017488565,0.0012661022,0.00025428913,0.0025197694,0.028327249,0.20768672,0.016248697,0.51868826,0.20548165,0.00057486334],"about_ca_topic_score_codex":0.00408813,"about_ca_topic_score_gemma":0.0046238834,"teacher_disagreement_score":0.020744339,"about_ca_system_score_codex":0.001973844,"about_ca_system_score_gemma":0.0036073478,"threshold_uncertainty_score":0.10970783},"labels":[],"label_agreement":null},{"id":"W2801372669","doi":"10.22215/etd/2017-11805","title":"Using Publicly Available Information to Predict Cyber Failures","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Government (linguistics); Computer science; Computer security; Critical infrastructure; Outcome (game theory); Information technology; Risk analysis (engineering); Data science; Business","score_opus":0.024152563963526663,"score_gpt":0.27449744693337236,"score_spread":0.2503448829698457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801372669","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":[0.9178583,0.0017083869,0.044904243,0.0027293905,0.0002793819,0.00021158213,0.016042056,0.0009163809,0.015350372],"genre_scores_gemma":[0.98463154,0.0006886029,0.0071211252,0.000074362084,0.00010816411,0.00004654082,0.0062795393,0.00002242447,0.0010275242],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987984,0.0003133845,0.00011191003,0.00024870696,0.00042151392,0.000106133586],"domain_scores_gemma":[0.9780011,0.013920096,0.0046035512,0.001553689,0.0015659556,0.00035553984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002476405,0.0010124332,0.0006020843,0.005119875,0.00042531232,0.0020461883,0.0007508268,0.0010081616,0.002350986],"category_scores_gemma":[0.02142479,0.00038260018,0.00053945393,0.0030454134,0.0003438175,0.002931733,0.0010041465,0.0015420751,0.00074646244],"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":[0.0008184237,0.001194771,0.7022449,0.00040194846,0.00070903334,0.0005370213,0.00076288416,0.10611715,0.0018748174,0.005676142,0.009665292,0.16999757],"study_design_scores_gemma":[0.00010274405,0.0009628702,0.39055237,0.00050757214,0.00080300233,0.00034080877,0.0019963563,0.56574035,0.009692212,0.015715502,0.013344596,0.00024163135],"about_ca_topic_score_codex":0.011835479,"about_ca_topic_score_gemma":0.016057502,"teacher_disagreement_score":0.011835479,"about_ca_system_score_codex":0.0007686419,"about_ca_system_score_gemma":0.0010492312,"threshold_uncertainty_score":0.023533165},"labels":[],"label_agreement":null},{"id":"W2802409280","doi":"10.1108/ics-06-2017-0042","title":"Strategic value alignment for information security management: a critical success factor analysis","year":2018,"lang":"en","type":"article","venue":"Information and Computer Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Information security management; Information security; Knowledge management; Critical success factor; Business; Security information and event management; Computer science; Process management; Computer security; Cloud computing security","score_opus":0.011735125799575172,"score_gpt":0.2604179343180825,"score_spread":0.24868280851850735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802409280","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":[0.9411539,0.00030960704,0.04427031,0.0013152692,0.00006731807,0.0014336592,0.00035613347,0.000091735936,0.011002142],"genre_scores_gemma":[0.969492,0.0001467386,0.029028364,0.000052355754,0.000015080872,0.0005648164,0.00021034716,0.000018605562,0.00047178095],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9964335,0.0014423088,0.00027802036,0.0002552317,0.0012603073,0.0003306073],"domain_scores_gemma":[0.986311,0.007855899,0.0020045615,0.00064237753,0.0025248195,0.00066119054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007019652,0.0011294666,0.0007044909,0.0056661973,0.001635065,0.0036438121,0.0005732953,0.00063384627,0.003375236],"category_scores_gemma":[0.01733416,0.00037860795,0.0018144457,0.0057825046,0.0014103055,0.0027116565,0.0017839397,0.0013247606,0.0003123325],"study_design_candidate":"qualitative","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":[0.00035361754,0.0011003347,0.6530037,0.00071080396,0.0005259737,0.0004666639,0.019389223,0.006617434,0.003628853,0.030210156,0.0037365598,0.28025672],"study_design_scores_gemma":[0.00021485217,0.0023241886,0.7563927,0.0017576971,0.0008478008,0.0006626145,0.04252353,0.12088133,0.005608503,0.05227298,0.016180588,0.00033320018],"about_ca_topic_score_codex":0.0054765055,"about_ca_topic_score_gemma":0.0041946443,"teacher_disagreement_score":0.007019652,"about_ca_system_score_codex":0.00335573,"about_ca_system_score_gemma":0.009835538,"threshold_uncertainty_score":0.03712392},"labels":[],"label_agreement":null},{"id":"W2802849241","doi":"10.1108/ics-09-2017-0066","title":"Escalation of commitment as an antecedent to noncompliance with information security policy","year":2018,"lang":"en","type":"article","venue":"Information and Computer Security","topic":"Information and Cyber Security","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":"University of British Columbia","funders":"","keywords":"Antecedent (behavioral psychology); Sunk costs; Task (project management); Psychology; Test (biology); Value (mathematics); Perception; Social psychology; Marketing; Business; Economics; Microeconomics; Computer science","score_opus":0.007027638318797881,"score_gpt":0.24960180318036118,"score_spread":0.2425741648615633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802849241","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":[0.9976406,0.000049089358,0.0004052001,0.00023962159,0.000005212392,0.000026587497,0.00001715312,0.0000056091244,0.0016109524],"genre_scores_gemma":[0.9994886,0.000029857527,0.0002255075,0.000026373964,0.000003650938,0.000013706323,0.000025263242,0.0000014736052,0.00018550217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660707,0.0014842411,0.00032117247,0.0003268125,0.0007339868,0.0005267889],"domain_scores_gemma":[0.9507581,0.022155425,0.017275976,0.0031551146,0.0021193852,0.004536048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029517622,0.0002636339,0.0002979207,0.0008385877,0.0010806323,0.0018833292,0.0005373514,0.0008340553,0.0050436743],"category_scores_gemma":[0.019423883,0.00036279787,0.0004790974,0.000603575,0.0012063823,0.0007248379,0.0017023854,0.002326899,0.00026677095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009836286,0.0007504456,0.9825235,0.000060894537,0.0000666506,0.00028236408,0.0049315784,0.00048332373,0.0008375947,0.0010622926,0.00016132176,0.00874167],"study_design_scores_gemma":[0.0000040873497,0.00014931033,0.99081284,0.000043491793,0.000018357052,0.00009764139,0.0066993483,0.0011031763,0.00018566189,0.0005266391,0.000345007,0.0000144684045],"about_ca_topic_score_codex":0.0034985559,"about_ca_topic_score_gemma":0.0040657003,"teacher_disagreement_score":0.0050436743,"about_ca_system_score_codex":0.0010686594,"about_ca_system_score_gemma":0.0016998233,"threshold_uncertainty_score":0.016872823},"labels":[],"label_agreement":null},{"id":"W2803989585","doi":"","title":"Proceedings of Future Security 2014. The 9th Security Research Conference","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Institute of Population and Public Health","funders":"","keywords":"Computer security; Political science; Computer science","score_opus":0.020915379230908443,"score_gpt":0.28408319053068404,"score_spread":0.2631678112997756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803989585","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":[0.017335815,0.085732244,0.027099531,0.07977656,0.11871168,0.00031177825,0.0017094023,0.001438868,0.6678841],"genre_scores_gemma":[0.039234295,0.030103078,0.009023129,0.002517702,0.00945347,0.00011567422,0.0022341073,0.00045582282,0.90686274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902284,0.00019674239,0.000042356867,0.0001183011,0.00046894728,0.00015073891],"domain_scores_gemma":[0.996487,0.00034476392,0.00015214938,0.00030920474,0.0017053896,0.001001531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032594614,0.00085807807,0.00060871814,0.0016266753,0.0017181326,0.004959945,0.00091734796,0.0016344103,0.117733434],"category_scores_gemma":[0.0025813633,0.00037243846,0.0004990948,0.000913036,0.0010132573,0.0027415063,0.0019418972,0.0027247586,0.047087867],"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":[0.000112146445,0.00012611273,0.0009561359,0.00019320373,0.00002499528,0.000111176356,0.00025425715,0.00027560123,0.0016645412,0.008699808,0.8110986,0.17648327],"study_design_scores_gemma":[0.000009166837,0.000051573526,0.0018701857,0.00021967245,0.000020943577,0.00017498723,0.0002530098,0.00039216218,0.001026487,0.00297261,0.99299353,0.000015672706],"about_ca_topic_score_codex":0.0045072157,"about_ca_topic_score_gemma":0.015362737,"teacher_disagreement_score":0.117733434,"about_ca_system_score_codex":0.002295351,"about_ca_system_score_gemma":0.0035109445,"threshold_uncertainty_score":0.3938576},"labels":[],"label_agreement":null},{"id":"W2805112892","doi":"","title":"Adverse Reaction Identification Driven by Semantic Information.","year":2017,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Information and Cyber Security","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":"Identification (biology); Computer science; Natural language processing; Artificial intelligence; Information retrieval; Biology","score_opus":0.005818630593382736,"score_gpt":0.23511949706256813,"score_spread":0.2293008664691854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805112892","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":[0.4940717,0.0024923906,0.46023062,0.0025641683,0.0011501622,0.00081209687,0.004874417,0.0020154063,0.031789005],"genre_scores_gemma":[0.98568034,0.00016792043,0.011618904,0.00012907511,0.000108566564,0.00007633398,0.0010734345,0.000033617347,0.0011118022],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9943183,0.0024728735,0.00033066113,0.00089303113,0.0014648127,0.0005202315],"domain_scores_gemma":[0.97477245,0.013719291,0.0036541275,0.0023199974,0.004729424,0.000804715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005178595,0.00068041106,0.00083179405,0.002106077,0.00040552797,0.0017214377,0.0009229106,0.001110432,0.0044185543],"category_scores_gemma":[0.039597817,0.00021854525,0.00062420283,0.0010517691,0.00066771434,0.0022941476,0.0012597452,0.0013575287,0.0014209416],"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":[0.009528209,0.0014612078,0.3022325,0.0010161434,0.0007261301,0.0025732305,0.00096217165,0.07030834,0.018190796,0.059730057,0.04004904,0.49322215],"study_design_scores_gemma":[0.00015957268,0.001159455,0.06883043,0.00018781253,0.00036585014,0.0021355404,0.0008689864,0.7999943,0.012252991,0.10562855,0.008259745,0.00015683497],"about_ca_topic_score_codex":0.0014054471,"about_ca_topic_score_gemma":0.001432004,"teacher_disagreement_score":0.005178595,"about_ca_system_score_codex":0.0006154789,"about_ca_system_score_gemma":0.0012643129,"threshold_uncertainty_score":0.02738738},"labels":[],"label_agreement":null},{"id":"W2808087274","doi":"10.1007/978-1-4842-3627-7_22","title":"Tales from the Trenches","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Point (geometry); Internet privacy; Sound (geography); Business; Computer security; Engineering; Public relations; Computer science; Political science","score_opus":0.02627808004122729,"score_gpt":0.21607553982352534,"score_spread":0.18979745978229806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808087274","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":[0.004517025,0.04538559,0.008536309,0.049639467,0.009212929,0.00008484579,0.00013569638,0.0005055541,0.8819826],"genre_scores_gemma":[0.04798791,0.021622937,0.004190884,0.019493604,0.0033765144,0.00012288472,0.00019263319,0.0008294707,0.90218323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828905,0.00047381266,0.000039194154,0.0002245803,0.00076170126,0.00021162072],"domain_scores_gemma":[0.998779,0.0005393696,0.00004482053,0.00013138945,0.00026864404,0.00023680864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391297,0.0013330913,0.00065825594,0.0018978891,0.009606249,0.012950329,0.0014354235,0.0023843118,0.029979933],"category_scores_gemma":[0.0041917036,0.00057330314,0.0005450353,0.001613072,0.008832265,0.01483438,0.0073401574,0.008741003,0.013695796],"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":[0.000027730008,0.00004830612,0.00015686075,0.00021394591,0.000011829416,0.00034195813,0.022882277,0.00038294808,0.00034361635,0.37315467,0.5224125,0.080023356],"study_design_scores_gemma":[0.0000019270633,0.000010032225,0.000064536165,0.00021767024,0.0000018574092,0.00017387186,0.0029995656,0.00007565001,0.00008116974,0.037042182,0.9593239,0.0000076517335],"about_ca_topic_score_codex":0.0038623067,"about_ca_topic_score_gemma":0.0077217957,"teacher_disagreement_score":0.029979933,"about_ca_system_score_codex":0.0048098965,"about_ca_system_score_gemma":0.002717132,"threshold_uncertainty_score":0.10029292},"labels":[],"label_agreement":null},{"id":"W2808143127","doi":"10.1007/978-1-4842-3627-7_1","title":"The Attack Chain","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Computer security; Internet privacy; Criminology; Business; Computer science; History; Political science; Psychology","score_opus":0.0275064076981672,"score_gpt":0.2409575196600291,"score_spread":0.2134511119618619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808143127","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":[0.009391016,0.0035016064,0.07157852,0.010072357,0.00049476017,0.00038751136,0.000615838,0.000319866,0.9036385],"genre_scores_gemma":[0.3573913,0.01671706,0.03729689,0.0036715362,0.00060595263,0.00076650264,0.0018116292,0.00058296655,0.5811562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977157,0.00046421165,0.000102301135,0.00043473733,0.0009940339,0.00028893736],"domain_scores_gemma":[0.9973761,0.0008263594,0.00021235691,0.00038257125,0.0008675494,0.00033504472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016090301,0.0009126094,0.00034747165,0.0029379982,0.0036142252,0.010372712,0.0012509581,0.002865981,0.07499771],"category_scores_gemma":[0.005026723,0.0007197449,0.00046198003,0.003025179,0.004476335,0.01207627,0.005489267,0.004493268,0.02875173],"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":[0.000020992811,0.000028289247,0.0007025692,0.000109088855,0.000009572807,0.00027201575,0.0017159083,0.0014249473,0.00043707716,0.93231183,0.020595554,0.042371996],"study_design_scores_gemma":[0.000007460219,0.000041987736,0.0008918004,0.0005241135,0.000009015217,0.00034384278,0.0016696376,0.0023534193,0.000545058,0.47260904,0.5209785,0.00002614692],"about_ca_topic_score_codex":0.0076810154,"about_ca_topic_score_gemma":0.003769736,"teacher_disagreement_score":0.07499771,"about_ca_system_score_codex":0.00453235,"about_ca_system_score_gemma":0.0039280904,"threshold_uncertainty_score":0.25089234},"labels":[],"label_agreement":null},{"id":"W2808210755","doi":"10.1007/978-1-4842-3627-7_13","title":"Vulnerability Management Design","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Computer security; Officer; Vulnerability management; Business; Security management; Closing (real estate); Risk management; Work (physics); Compliance (psychology); Key (lock); Risk analysis (engineering); Internet privacy; Vulnerability assessment; Computer science; Engineering; Political science","score_opus":0.037111916571240515,"score_gpt":0.24165946247025416,"score_spread":0.20454754589901364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808210755","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":[0.004835199,0.0042687026,0.4624599,0.0049973745,0.00075308926,0.000582219,0.00047294816,0.0020785066,0.5195522],"genre_scores_gemma":[0.09271139,0.008236746,0.3841367,0.0022907415,0.00047505545,0.0013297491,0.0014851,0.0013189235,0.50801563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987715,0.00028520453,0.00007160812,0.00025088404,0.0004909626,0.0001298232],"domain_scores_gemma":[0.9988348,0.00031951704,0.00007580941,0.00023938777,0.00042763934,0.00010290325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015698517,0.0008034628,0.00032252414,0.0014301743,0.0016046605,0.004286052,0.001992029,0.0012187765,0.042122383],"category_scores_gemma":[0.0033401945,0.0004677106,0.0006480254,0.001282618,0.0014799491,0.0048702867,0.002915728,0.0016583604,0.012481409],"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":[0.000023598144,0.00007232494,0.00042603543,0.00039193465,0.000021328602,0.00014719712,0.0014246876,0.003014409,0.002262341,0.6328897,0.07780077,0.2815256],"study_design_scores_gemma":[0.000008730471,0.0000308478,0.00021465143,0.00025225923,0.000016524664,0.00043425622,0.00044410327,0.004395367,0.0017001688,0.17109698,0.82138836,0.000017691491],"about_ca_topic_score_codex":0.0011444853,"about_ca_topic_score_gemma":0.0016812371,"teacher_disagreement_score":0.042122383,"about_ca_system_score_codex":0.002827196,"about_ca_system_score_gemma":0.002511682,"threshold_uncertainty_score":0.14091343},"labels":[],"label_agreement":null},{"id":"W2808238943","doi":"10.1007/978-1-4842-3627-7_18","title":"Sample Vulnerability Plan","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Vulnerability management; Plan (archaeology); Computer security; Vulnerability assessment; Computer science; Sample (material); Cloud computing; Mobile device; Section (typography); Risk analysis (engineering); Business; Geography; Operating system","score_opus":0.03550091799974058,"score_gpt":0.24342919605638552,"score_spread":0.20792827805664493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808238943","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":[0.0099032,0.0039539575,0.038896315,0.0054937373,0.00073950045,0.0015047861,0.01496881,0.0030363642,0.92150325],"genre_scores_gemma":[0.07212523,0.012991849,0.071504325,0.0027473492,0.00027758014,0.0022694443,0.042216744,0.0012070901,0.79466045],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994881,0.000062800376,0.000026751088,0.00006241943,0.00027022642,0.000089569934],"domain_scores_gemma":[0.9989737,0.00023552695,0.000047712543,0.000107175954,0.0005281713,0.0001076528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007039312,0.0007412395,0.00028277855,0.0041613327,0.0016178279,0.0024025354,0.0011967301,0.0011162311,0.14420676],"category_scores_gemma":[0.0027959957,0.00034172187,0.00045681008,0.0036538506,0.0005195004,0.003716085,0.0018370776,0.0015065667,0.041453823],"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":[0.00005704027,0.00009994824,0.0015969742,0.0006076641,0.0000072725024,0.0005974871,0.0011087154,0.0029565054,0.0008948224,0.19927956,0.4819209,0.3108732],"study_design_scores_gemma":[0.000006725631,0.000036453064,0.0013486805,0.00038654474,0.0000083357545,0.0005198164,0.0008353333,0.000764351,0.0005880931,0.044526786,0.95095736,0.000021435208],"about_ca_topic_score_codex":0.0074967993,"about_ca_topic_score_gemma":0.009860427,"teacher_disagreement_score":0.14420676,"about_ca_system_score_codex":0.002450426,"about_ca_system_score_gemma":0.0033659264,"threshold_uncertainty_score":0.48241967},"labels":[],"label_agreement":null},{"id":"W2808440327","doi":"10.1007/978-1-4842-3627-7_20","title":"Risk Management Frameworks","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Mandate; Process management; Compliance (psychology); Set (abstract data type); Risk analysis (engineering); Business; Control (management); Risk management; Knowledge management; Computer science; Finance; Political science","score_opus":0.011165371517550758,"score_gpt":0.2181840751426934,"score_spread":0.20701870362514263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808440327","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":[0.0012273756,0.017988948,0.29759315,0.016979458,0.0010938963,0.00039282744,0.00069233397,0.0012518384,0.6627801],"genre_scores_gemma":[0.11745206,0.051474463,0.37884316,0.0076743397,0.0031554957,0.0013219161,0.0028314313,0.0011225302,0.43612465],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995449,0.0010289659,0.00038260245,0.0006135649,0.0021491782,0.00037676198],"domain_scores_gemma":[0.99654514,0.0014284122,0.00027602955,0.00048857543,0.001022892,0.00023895864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061972765,0.0022861995,0.00074057764,0.004399225,0.0025564,0.0111324545,0.0039598583,0.0044288845,0.033455487],"category_scores_gemma":[0.008203123,0.0007131066,0.0015969443,0.003232174,0.0036492846,0.00905351,0.0046334616,0.0048215445,0.01133799],"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":[0.0000030105334,0.00002143639,0.000070647955,0.00013563716,0.00000872943,0.000052183033,0.00028961958,0.0026075027,0.00007725763,0.9261021,0.029285442,0.04134644],"study_design_scores_gemma":[0.000004627815,0.000007989035,0.00007656514,0.00044274738,0.0000085945,0.000135551,0.00017369972,0.0024840995,0.00013058557,0.48532966,0.511186,0.000019904526],"about_ca_topic_score_codex":0.0053979093,"about_ca_topic_score_gemma":0.003654837,"teacher_disagreement_score":0.033455487,"about_ca_system_score_codex":0.0067569735,"about_ca_system_score_gemma":0.0064794966,"threshold_uncertainty_score":0.11191976},"labels":[],"label_agreement":null},{"id":"W2808491106","doi":"10.1007/978-1-4842-3627-7_14","title":"Vulnerability Management Development","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Business; Environmental planning; Computer science; Geography; Computer security","score_opus":0.024023947721600113,"score_gpt":0.2324836797492567,"score_spread":0.2084597320276566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808491106","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":[0.0028016062,0.0019999838,0.111402154,0.007539713,0.00066216255,0.0005230043,0.00023367401,0.001098404,0.87373924],"genre_scores_gemma":[0.044058952,0.007622764,0.14185688,0.002351324,0.0003042548,0.0007109417,0.00077812234,0.0007452484,0.80157155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930716,0.00013135467,0.0000297704,0.000082949344,0.00038752955,0.000061208164],"domain_scores_gemma":[0.99876827,0.0003166257,0.000054386866,0.00013017624,0.0005760897,0.00015436507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011830392,0.0006151631,0.00020601272,0.0018886882,0.0014400485,0.0032771807,0.0012922346,0.0009395822,0.040776484],"category_scores_gemma":[0.0029038468,0.00040619867,0.00038842752,0.0010747587,0.00095068564,0.0031950683,0.0025759584,0.0019317276,0.012039126],"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":[0.0000060327775,0.000102390644,0.0005748502,0.00023555903,0.000006081804,0.0001949536,0.0011246083,0.0014692745,0.001052631,0.29990795,0.24089105,0.4544347],"study_design_scores_gemma":[0.000002914255,0.000016632683,0.00036273457,0.00024196178,0.000004149848,0.00026393664,0.0004386952,0.0012540278,0.0009391083,0.044561885,0.95190537,0.000008518095],"about_ca_topic_score_codex":0.0020589768,"about_ca_topic_score_gemma":0.0034135769,"teacher_disagreement_score":0.040776484,"about_ca_system_score_codex":0.0022365267,"about_ca_system_score_gemma":0.004721283,"threshold_uncertainty_score":0.13641095},"labels":[],"label_agreement":null},{"id":"W2808684388","doi":"10.1007/978-1-4842-3627-7_21","title":"Making It All Work","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Cloud computing; Computer science; Computer security; Work (physics); Software; Mobile device; World Wide Web; Engineering; Operating system","score_opus":0.06414667687298402,"score_gpt":0.2730159696557771,"score_spread":0.2088692927827931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808684388","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":[0.0013465657,0.013310015,0.022248236,0.08417589,0.02455094,0.00012187264,0.00019882747,0.0016434013,0.85240424],"genre_scores_gemma":[0.025849743,0.016627962,0.015887823,0.043984696,0.0068061952,0.00021896775,0.00048097922,0.0013303745,0.88881314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971591,0.0007757099,0.000086770604,0.00044752128,0.0010266142,0.00050425937],"domain_scores_gemma":[0.9960026,0.00089280144,0.00015241548,0.00094335905,0.00087533606,0.0011334212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031055978,0.00122357,0.0005869155,0.00105927,0.005334849,0.013988169,0.0023840566,0.0050822455,0.11199196],"category_scores_gemma":[0.008264908,0.00040616168,0.0008704329,0.0010766053,0.0059248144,0.0156365,0.009131995,0.0073843054,0.09753983],"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":[0.00003382022,0.000053347314,0.00020693227,0.0002632848,0.00001871642,0.00013137118,0.0023697293,0.00021992836,0.000435081,0.16323557,0.6316113,0.20142098],"study_design_scores_gemma":[0.0000030850342,0.000010153857,0.000058883517,0.00016760793,0.000004575301,0.00006946298,0.00044137964,0.00003909842,0.0000902146,0.026418684,0.9726908,0.0000059447107],"about_ca_topic_score_codex":0.0019382732,"about_ca_topic_score_gemma":0.0026506418,"teacher_disagreement_score":0.11199196,"about_ca_system_score_codex":0.002359517,"about_ca_system_score_gemma":0.0051196762,"threshold_uncertainty_score":0.37465042},"labels":[],"label_agreement":null},{"id":"W2809564791","doi":"10.17705/1atrr.00028","title":"Employee Moral Disengagement in Response to Stressful Information Security Requirements: A Methodological Replication of a Coping-Based Model","year":2018,"lang":"en","type":"article","venue":"AIS Transactions on Replication Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Disengagement theory; Psychology; Information security; Robustness (evolution); Social psychology; Coping (psychology); Replication (statistics); Applied psychology; Computer science; Computer security; Clinical psychology; Statistics; Mathematics","score_opus":0.21758564230777502,"score_gpt":0.4453901692301396,"score_spread":0.22780452692236455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809564791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626795,0.0004054997,0.026239347,0.0015777334,0.00015187652,0.0035600443,0.00026318253,0.0000335817,0.0050892937],"genre_scores_gemma":[0.97945887,0.00016064676,0.0151771,0.00035628502,0.000030288727,0.0040654717,0.00017515893,0.000014699833,0.00056151015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97642094,0.015719516,0.0013947533,0.0030752074,0.0024669897,0.0009225828],"domain_scores_gemma":[0.94844437,0.023631627,0.0064208494,0.0140777845,0.006449368,0.00097602844],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04930006,0.0009932015,0.00087479106,0.0015270632,0.0027954334,0.0036916342,0.0041540596,0.001264726,0.002743203],"category_scores_gemma":[0.06466671,0.0008131806,0.0030010485,0.0017442827,0.0043774336,0.002813382,0.003630889,0.0029840558,0.00036528346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013850058,0.006098372,0.7533117,0.0014387998,0.0017319203,0.0005250115,0.109936334,0.003598969,0.0024994141,0.02851126,0.0019619323,0.0890013],"study_design_scores_gemma":[0.0010836326,0.0040710582,0.8032407,0.0013045524,0.0025005636,0.00069525745,0.10202147,0.029167803,0.0035340448,0.042400498,0.009636506,0.00034395806],"about_ca_topic_score_codex":0.02855704,"about_ca_topic_score_gemma":0.02126192,"teacher_disagreement_score":0.9506999,"about_ca_system_score_codex":0.005747595,"about_ca_system_score_gemma":0.009206573,"threshold_uncertainty_score":0.26072675},"labels":[],"label_agreement":null},{"id":"W2809883273","doi":"10.1109/codit.2018.8394847","title":"Using Fault Tree Analysis with Cobit 5 Risk Scenarios","year":2018,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 of Edmonton","funders":"","keywords":"COBIT; Fault tree analysis; Audit; Computer science; Risk analysis (engineering); Tree (set theory); Risk management; Set (abstract data type); Sample (material); Process management; Control (management); Reliability engineering; Engineering; Business; Artificial intelligence; Accounting","score_opus":0.01767890829928845,"score_gpt":0.25500696164351255,"score_spread":0.2373280533442241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809883273","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":[0.09376854,0.00019160556,0.8880762,0.000786414,0.000058420064,0.00039802399,0.0015441781,0.0017752749,0.013401309],"genre_scores_gemma":[0.595857,0.0001744859,0.4001438,0.00007065059,0.000020177995,0.00032707624,0.0017954188,0.00011334195,0.0014980863],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99689615,0.0015394127,0.00020506697,0.00029817867,0.00081668043,0.0002444615],"domain_scores_gemma":[0.98912394,0.007399693,0.001035622,0.00068027753,0.0015340777,0.00022640276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029570607,0.0011179141,0.0004774969,0.005750241,0.0009290175,0.0031352069,0.0011021517,0.001325124,0.004565594],"category_scores_gemma":[0.015817707,0.00042173747,0.0013472032,0.0034852356,0.00073845533,0.0034173133,0.0015031842,0.0014258146,0.0005066437],"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":[0.00026548046,0.0002724965,0.019054523,0.00036859154,0.00020343448,0.0008468426,0.0013054197,0.68644,0.0019083482,0.16142154,0.005218336,0.12269505],"study_design_scores_gemma":[0.00003102876,0.00012277393,0.002663938,0.00010335683,0.00006923509,0.0002902047,0.0007663553,0.89430076,0.0017902686,0.093374,0.0064376625,0.000050379786],"about_ca_topic_score_codex":0.006940781,"about_ca_topic_score_gemma":0.0059198593,"teacher_disagreement_score":0.006940781,"about_ca_system_score_codex":0.0022909236,"about_ca_system_score_gemma":0.0015169652,"threshold_uncertainty_score":0.016621888},"labels":[],"label_agreement":null},{"id":"W2810161871","doi":"10.14569/ijacsa.2018.090661","title":"Introducing a Cybersecurity Mindset into Software Engineering Undergraduate Courses","year":2018,"lang":"en","type":"article","venue":"International Journal of Advanced Computer Science and Applications","topic":"Information and Cyber Security","field":"Computer Science","cited_by":9,"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":"York University; National Science Foundation","keywords":"Mindset; Computer science; Computer security; Software; Workforce; Order (exchange); Software engineering; Engineering management; Artificial intelligence; Operating system; Engineering","score_opus":0.004905091907713245,"score_gpt":0.2572423873282004,"score_spread":0.2523372954204871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810161871","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":[0.9070237,0.001244654,0.015192539,0.017617008,0.0018208971,0.00117238,0.00013879266,0.00067504303,0.05511489],"genre_scores_gemma":[0.90539104,0.0022076895,0.0325813,0.011763148,0.00052228104,0.0008508289,0.00025709966,0.00012990242,0.04629669],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967926,0.00052397366,0.00019542844,0.00030890925,0.0013145275,0.000864479],"domain_scores_gemma":[0.9816704,0.0018135709,0.0018051658,0.0006274689,0.002623159,0.01146011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045654075,0.0008768786,0.00079493946,0.0017715566,0.0044830227,0.008169015,0.0014980864,0.0023446789,0.013869008],"category_scores_gemma":[0.011503334,0.0007804054,0.000652605,0.0008924,0.0023314385,0.003283618,0.008407191,0.0056180917,0.0041680885],"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":[0.0003982734,0.027636705,0.121615596,0.0010252844,0.000039045408,0.003599808,0.082143016,0.0022162443,0.034521546,0.01743716,0.06727458,0.64209276],"study_design_scores_gemma":[0.00028900243,0.015860427,0.23974806,0.003665023,0.00007270766,0.008396141,0.12878376,0.00581572,0.018374756,0.06571674,0.5129019,0.000375708],"about_ca_topic_score_codex":0.0007294265,"about_ca_topic_score_gemma":0.002493252,"teacher_disagreement_score":0.013869008,"about_ca_system_score_codex":0.0025581343,"about_ca_system_score_gemma":0.0055214097,"threshold_uncertainty_score":0.046396494},"labels":[],"label_agreement":null},{"id":"W285170020","doi":"","title":"IEEE International Conference on Intelligence and Security Informatics, ISI 2010, Vancouver, BC, Canada, May 23-26, 2010, Proceedings","year":2010,"lang":"en","type":"article","venue":"Intelligence and Security Informatics","topic":"Information and Cyber Security","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":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Informatics; Computer security; Data science; Political science; Law","score_opus":0.02334615741760132,"score_gpt":0.25629340495403885,"score_spread":0.23294724753643753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W285170020","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":[0.05622329,0.071061864,0.1423431,0.025338812,0.03956408,0.00062671263,0.009394465,0.011796302,0.6436514],"genre_scores_gemma":[0.06418617,0.025772242,0.03070709,0.0010707767,0.001263443,0.00010098203,0.01434685,0.0007925018,0.8617599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995022,0.000054626096,0.00001914271,0.000053204123,0.00026504873,0.00010579531],"domain_scores_gemma":[0.9986369,0.00007713481,0.00001987829,0.0001151359,0.0008961613,0.00025476384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012647483,0.000999565,0.0009309142,0.0015107536,0.0014352881,0.0037629087,0.0009207578,0.00073134445,0.048078313],"category_scores_gemma":[0.0014809254,0.00035084994,0.000391359,0.0016040503,0.00078412663,0.0014422182,0.0011346488,0.0016660335,0.024326008],"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":[0.00014617907,0.0001638729,0.0020136815,0.0001498438,0.0000340751,0.00011868757,0.00017659589,0.0005970528,0.002869652,0.003187511,0.80040205,0.19014078],"study_design_scores_gemma":[0.00003190823,0.00008250107,0.009277159,0.00023403956,0.00009154079,0.00037128053,0.0008801503,0.010074891,0.0054829493,0.004911571,0.96852297,0.00003908587],"about_ca_topic_score_codex":0.13681303,"about_ca_topic_score_gemma":0.34962526,"teacher_disagreement_score":0.13681303,"about_ca_system_score_codex":0.0026374361,"about_ca_system_score_gemma":0.0068108435,"threshold_uncertainty_score":0.2720334},"labels":[],"label_agreement":null},{"id":"W2883078465","doi":"10.12927/hcpol.2018.25535","title":"Cybersecurity in Health: A 21st Century Imperative","year":2018,"lang":"en","type":"editorial","venue":"Healthcare policy","topic":"Information and Cyber Security","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 security; Computer science; Political science; Data science","score_opus":0.013368286306382069,"score_gpt":0.32823167095554445,"score_spread":0.31486338464916236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883078465","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030057008,0.024751753,0.00014282402,0.115495875,0.8581878,0.0000052257005,0.000011830926,0.00003346884,0.0013411031],"genre_scores_gemma":[0.0005405312,0.017949793,0.00009090947,0.033683915,0.9442711,0.0000079076635,0.0000087157005,0.000022503258,0.0034246144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99179125,0.0019503133,0.0007737225,0.0007403087,0.0042187315,0.00052571826],"domain_scores_gemma":[0.94299436,0.04179558,0.0013199246,0.0012054059,0.008574195,0.0041105147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009604276,0.0029476732,0.0030231632,0.0023432125,0.0038858273,0.012661206,0.0037676217,0.025049526,0.007905103],"category_scores_gemma":[0.033434708,0.0009755014,0.0020001088,0.0013674776,0.008537849,0.009400695,0.0026758881,0.040037647,0.004668795],"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":[0.000012755376,0.000010940373,0.000018289102,0.000263071,0.000014159933,0.00009108969,0.00009077403,0.0000325321,0.000028177072,0.0026543736,0.98614395,0.01063976],"study_design_scores_gemma":[0.000016020786,0.000015662012,0.0000843147,0.0006048523,0.000018095781,0.00015272357,0.00011252198,0.00006955025,0.00004012906,0.004575483,0.9942948,0.000015881547],"about_ca_topic_score_codex":0.0015604048,"about_ca_topic_score_gemma":0.003515669,"teacher_disagreement_score":0.025049526,"about_ca_system_score_codex":0.0035040877,"about_ca_system_score_gemma":0.0058982274,"threshold_uncertainty_score":0.050792873},"labels":[],"label_agreement":null},{"id":"W2885376679","doi":"10.1108/itp-10-2017-0322","title":"Examining employee security violations: moral disengagement and its environmental influences","year":2018,"lang":"en","type":"article","venue":"Information Technology and People","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Information security; Security policy; Structural equation modeling; Deterrence theory; Critical security studies; Psychology; Public relations; Social psychology; Business; Knowledge management; Political science; Computer security; Computer science; Network security policy; Law","score_opus":0.012227865977310303,"score_gpt":0.2226454486603558,"score_spread":0.2104175826830455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885376679","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":[0.9945826,0.00013756451,0.0009837301,0.00045320936,0.000010385384,0.000021916921,0.000019251791,0.00000449404,0.0037867601],"genre_scores_gemma":[0.99951875,0.00004863693,0.00022192487,0.000051078852,0.000002677959,0.0000114699715,0.000011836133,0.0000012032981,0.0001325524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960955,0.0022624175,0.00018556167,0.00032443675,0.0006592782,0.00047286332],"domain_scores_gemma":[0.9792347,0.009286887,0.0074809846,0.00084075687,0.0015896508,0.0015669792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035053638,0.00034361336,0.00026531224,0.0010438955,0.0015737233,0.003144871,0.0004548411,0.00066050346,0.0024398048],"category_scores_gemma":[0.011399554,0.0002200549,0.00052030996,0.0008528466,0.001987605,0.0015307146,0.0025202145,0.0019698227,0.00012894256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088078516,0.001010976,0.9616991,0.00012767455,0.00012980936,0.00012849773,0.0075568273,0.0007195933,0.0007728909,0.0036034165,0.00028467795,0.023878535],"study_design_scores_gemma":[0.000009615417,0.00029200234,0.9645972,0.00014224123,0.00014305339,0.000089898414,0.025029566,0.0033352675,0.000929582,0.0040731677,0.0013249771,0.00003338184],"about_ca_topic_score_codex":0.0034563143,"about_ca_topic_score_gemma":0.006130496,"teacher_disagreement_score":0.0035053638,"about_ca_system_score_codex":0.0018491661,"about_ca_system_score_gemma":0.0029303047,"threshold_uncertainty_score":0.018538356},"labels":[],"label_agreement":null},{"id":"W2887336272","doi":"","title":"A Pan-Asian Field Experiment of Organizational Awareness to Information Security and Preparedness Against Cybercrime","year":2017,"lang":"en","type":"article","venue":"Workshop on Information Technologies and Systems","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Cybercrime; Preparedness; Information security; Computer security; Field (mathematics); Business; Computer science; Knowledge management; Internet privacy; The Internet; Political science; World Wide Web","score_opus":0.01209496990435344,"score_gpt":0.25493707599536325,"score_spread":0.2428421060910098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887336272","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":[0.99812573,0.0000060678817,0.00015680151,0.00004087448,0.000010651404,0.00013178248,0.00003973072,0.0000046055416,0.0014836096],"genre_scores_gemma":[0.9961952,0.000017210563,0.0005494745,0.00016356497,0.00001013271,0.0005068003,0.000121483965,0.000006230424,0.002429999],"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99785006,0.0011212667,0.00013997493,0.00041134842,0.00013616506,0.0003411636],"domain_scores_gemma":[0.98528975,0.0065911715,0.0017013751,0.0025855377,0.0010653997,0.0027667922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006929527,0.0007978874,0.00060479064,0.00039414555,0.0025768445,0.0022640799,0.00087574765,0.001190563,0.0070715384],"category_scores_gemma":[0.006358167,0.00070951594,0.00054474676,0.00058503705,0.0023338331,0.0026868721,0.0020572403,0.0030248626,0.0007592656],"study_design_candidate":"randomized_trial","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":[0.12356182,0.4639914,0.1938087,0.00063351693,0.0007334953,0.001009915,0.096778646,0.0018732699,0.059288967,0.01187769,0.003455285,0.042987406],"study_design_scores_gemma":[0.01643044,0.23874338,0.57103777,0.00018325576,0.0010494264,0.00047406307,0.12245578,0.007057331,0.021003513,0.009929566,0.011240806,0.00039459998],"about_ca_topic_score_codex":0.0070032147,"about_ca_topic_score_gemma":0.008059296,"teacher_disagreement_score":0.0070715384,"about_ca_system_score_codex":0.0007933529,"about_ca_system_score_gemma":0.002262091,"threshold_uncertainty_score":0.03664732},"labels":[],"label_agreement":null},{"id":"W2888731728","doi":"10.2196/mededu.9081","title":"Development and Evaluation of a New Security and Privacy Track in a Health Informatics Graduate Program: Multidisciplinary Collaboration in Education","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Information and Cyber Security","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":"National Institute on Disability, Independent Living, and Rehabilitation Research; National Science Foundation","keywords":"Curriculum; Health informatics; Multidisciplinary approach; Health care; Information security; Informatics; Telemedicine; Computer science; Medical education; Internet privacy; Knowledge management; Computer security; Medicine; Psychology; Engineering; Political science; Pedagogy","score_opus":0.03650528914959518,"score_gpt":0.4076353379030333,"score_spread":0.37113004875343814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888731728","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":[0.96163714,0.00012602562,0.010617115,0.0011614793,0.00036700114,0.019487567,0.0003831082,0.00047246364,0.005748133],"genre_scores_gemma":[0.77624226,0.00041393514,0.16818045,0.0014831239,0.00028391456,0.03597118,0.00245748,0.00015363468,0.014814108],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97684085,0.0099630905,0.0011737419,0.003020142,0.004262429,0.004739783],"domain_scores_gemma":[0.94794106,0.004872625,0.0021535668,0.0032239212,0.010109657,0.031699173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035135113,0.001149743,0.0010975328,0.0025243377,0.0051954025,0.005138624,0.004416768,0.002846394,0.0059733493],"category_scores_gemma":[0.022655418,0.0011845671,0.0016134621,0.0012112337,0.0013520934,0.002723213,0.0105370525,0.0035689403,0.0021002055],"study_design_candidate":"observational","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":[0.0035031163,0.2752924,0.07215184,0.0012167312,0.00023048623,0.00074045075,0.02592809,0.0035520676,0.010317369,0.0015560677,0.011648459,0.593863],"study_design_scores_gemma":[0.013872367,0.31054318,0.44341817,0.0016548053,0.0007481175,0.0009817946,0.06973885,0.016985636,0.034841496,0.0025202092,0.104067214,0.0006281328],"about_ca_topic_score_codex":0.004041527,"about_ca_topic_score_gemma":0.008255002,"teacher_disagreement_score":0.035135113,"about_ca_system_score_codex":0.007479547,"about_ca_system_score_gemma":0.028703056,"threshold_uncertainty_score":0.18581444},"labels":[],"label_agreement":null},{"id":"W2888915331","doi":"","title":"Security in the Software Development Lifecycle","year":2018,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":79,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; System lifecycle; Software development process; Software development; Application lifecycle management; Software engineering; Software; Systems engineering; Engineering; Operating system","score_opus":0.011980519069428774,"score_gpt":0.2361918163050569,"score_spread":0.22421129723562813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888915331","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":[0.35672587,0.01564076,0.2674116,0.05353864,0.0004694623,0.00030006957,0.00027657914,0.00084259897,0.3047945],"genre_scores_gemma":[0.9493668,0.0040232847,0.032592896,0.0005196266,0.00008127948,0.00007062525,0.00012587046,0.00012478237,0.013094795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943909,0.0027978376,0.00032442226,0.0003758357,0.0014881782,0.00062285835],"domain_scores_gemma":[0.9823439,0.010554284,0.0014410057,0.001800876,0.0025587638,0.0013012122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055334666,0.0003570554,0.0002406665,0.0020243234,0.0025184492,0.00785703,0.00053207966,0.0017188584,0.0039276057],"category_scores_gemma":[0.02140139,0.00069132214,0.0003896252,0.0014505569,0.005800472,0.01271177,0.0040109353,0.0032437998,0.0011880284],"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":[0.00008130615,0.00013670292,0.0169775,0.00018029047,0.000015134716,0.0005397332,0.00929072,0.003007159,0.0014618766,0.8077506,0.006177747,0.15438128],"study_design_scores_gemma":[0.000032788786,0.00014031562,0.007621135,0.0008495396,0.000037895064,0.00096430664,0.009929455,0.013225063,0.0034608697,0.81494904,0.14874455,0.000045057455],"about_ca_topic_score_codex":0.005194363,"about_ca_topic_score_gemma":0.004093107,"teacher_disagreement_score":0.00785703,"about_ca_system_score_codex":0.003131281,"about_ca_system_score_gemma":0.007929459,"threshold_uncertainty_score":0.029264152},"labels":[],"label_agreement":null},{"id":"W2897059443","doi":"","title":"Strategies to Reduce Knowledge Leakage: A Knowledge Absorptive Capacity-Based Framework","year":2018,"lang":"en","type":"preprint","venue":"R-libre (Université Téluq)","topic":"Information and Cyber Security","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":"Université TÉLUQ","funders":"","keywords":"Hacker; Absorptive capacity; Knowledge management; Order (exchange); Computer science; Context (archaeology); Resource (disambiguation); Computer security; Business","score_opus":0.02647779733711035,"score_gpt":0.26342992668677656,"score_spread":0.2369521293496662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897059443","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":[0.070214525,0.012408185,0.6017265,0.03848728,0.0001753571,0.0015473674,0.00027717662,0.0004394801,0.27472416],"genre_scores_gemma":[0.89217836,0.004214323,0.09616217,0.0010037972,0.0000764468,0.0010328924,0.00006890392,0.000044645654,0.0052185114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904421,0.0059696073,0.0003714949,0.0007776448,0.0014324775,0.0010067186],"domain_scores_gemma":[0.96542126,0.024773242,0.0030435405,0.0025529126,0.0031240575,0.0010849253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015544902,0.0015210443,0.0011136704,0.010543945,0.0022053984,0.008391988,0.00417681,0.004026509,0.007626181],"category_scores_gemma":[0.028981177,0.0006325787,0.001353702,0.0050159427,0.010705923,0.012182237,0.008435989,0.0017903823,0.001064018],"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":[0.00009113517,0.0006090157,0.0051841703,0.0021347944,0.00023088828,0.000471802,0.006042369,0.017493848,0.0012844602,0.7940315,0.0022970352,0.17012894],"study_design_scores_gemma":[0.00011287728,0.000250925,0.0028451388,0.0025524904,0.0002271073,0.0003731487,0.0065094894,0.023587009,0.0020680723,0.93635523,0.02505435,0.00006419947],"about_ca_topic_score_codex":0.0018647042,"about_ca_topic_score_gemma":0.0018263706,"teacher_disagreement_score":0.015544902,"about_ca_system_score_codex":0.005247778,"about_ca_system_score_gemma":0.012014632,"threshold_uncertainty_score":0.0822103},"labels":[],"label_agreement":null},{"id":"W2899238141","doi":"","title":"Cybersecurity in an Era With Quantum Computers: Will We Be Ready?","year":2015,"lang":"en","type":"article","venue":"IACR Cryptology ePrint Archive","topic":"Information and Cyber Security","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":"Computer security; Plan (archaeology); Quantum computer; Computer science; Quantum; Physics; Geology","score_opus":0.031123796185820753,"score_gpt":0.2703885434113868,"score_spread":0.23926474722556604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899238141","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":[0.007999955,0.06761948,0.0087632155,0.88514465,0.006280758,0.000026022082,0.00013486535,0.00018664135,0.023844445],"genre_scores_gemma":[0.45773345,0.29106343,0.018972449,0.1899346,0.013978598,0.00019061624,0.00035226377,0.00025129042,0.027523287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980489,0.0006264572,0.00007384473,0.00016596836,0.0006338336,0.0004509995],"domain_scores_gemma":[0.9897316,0.004493323,0.00082523527,0.00072144193,0.0022069642,0.002021471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005715451,0.00058655685,0.0008740907,0.00093250314,0.0034880554,0.009226342,0.0011970378,0.009564154,0.016610203],"category_scores_gemma":[0.015704261,0.00037931078,0.0006169251,0.0010822435,0.010008981,0.037925784,0.003599291,0.011880479,0.0039747213],"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":[0.00021179926,0.00025178088,0.0023791858,0.0010740771,0.00006632843,0.00035545568,0.0020220235,0.001778556,0.0013589517,0.5378541,0.25229105,0.20035668],"study_design_scores_gemma":[0.00002693111,0.00017199286,0.0013997029,0.0018700073,0.000030982028,0.00017872201,0.006998438,0.000998254,0.0006099985,0.66059405,0.3270116,0.00010921297],"about_ca_topic_score_codex":0.0035544746,"about_ca_topic_score_gemma":0.0045623486,"teacher_disagreement_score":0.016610203,"about_ca_system_score_codex":0.0026148974,"about_ca_system_score_gemma":0.0095604155,"threshold_uncertainty_score":0.05556667},"labels":[],"label_agreement":null},{"id":"W2902748021","doi":"10.23919/biosig.2018.8553056","title":"Technology Gap Navigator: Emerging Design of Biometric-Enabled Risk Assessment Machines","year":2018,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Calgary","funders":"","keywords":"Bridging (networking); Biometrics; Computer science; Probabilistic logic; Risk analysis (engineering); Data science; Computer security; Artificial intelligence","score_opus":0.018510886734182646,"score_gpt":0.2941571970924809,"score_spread":0.27564631035829823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902748021","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":[0.0057661124,0.00012902818,0.9900892,0.00011816703,0.000019272622,0.000056527308,0.000035609195,0.0016658367,0.0021202848],"genre_scores_gemma":[0.34154987,0.00030699925,0.65435153,0.00019540449,0.000032454554,0.0003140093,0.00015497828,0.0003551218,0.002739615],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99810946,0.00059206923,0.00014211815,0.00033202194,0.0006842933,0.00014007169],"domain_scores_gemma":[0.9977798,0.00087371253,0.00037827133,0.00044246632,0.0004336956,0.00009216958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028454533,0.00077748747,0.0005642596,0.00080864475,0.0002932727,0.0021848849,0.0020530263,0.0012728227,0.0037120143],"category_scores_gemma":[0.0069637,0.00051252457,0.0006401031,0.00028659275,0.00083561364,0.003293117,0.0019377512,0.0011161276,0.0012423848],"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":[0.0005398189,0.00022128937,0.006073081,0.0008275612,0.00018754635,0.0009297194,0.0016077062,0.22040635,0.048267595,0.28242835,0.006628225,0.43188274],"study_design_scores_gemma":[0.00005158691,0.00042387686,0.0010210532,0.00016148583,0.00008670976,0.0006901094,0.00015032008,0.8177511,0.03912758,0.097724825,0.042740725,0.00007055588],"about_ca_topic_score_codex":0.00037639507,"about_ca_topic_score_gemma":0.00033468995,"teacher_disagreement_score":0.0037120143,"about_ca_system_score_codex":0.0006924846,"about_ca_system_score_gemma":0.00079340243,"threshold_uncertainty_score":0.015048385},"labels":[],"label_agreement":null},{"id":"W2906048991","doi":"10.1109/tdsc.2018.2889086","title":"<i>Network Attack Surface</i>: Lifting the Concept of Attack Surface to the Network Level for Evaluating Networks’ Resilience Against Zero-Day Attacks","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Dependable and Secure Computing","topic":"Information and Cyber Security","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":"Concordia University","funders":"Army Research Office; Office of Naval Research; Natural Sciences and Engineering Research Council of Canada; National Institute of Standards and Technology; National Science Foundation","keywords":"Attack surface; Computer science; Resilience (materials science); Abstraction; Network security; Metric (unit); Software; Computer security; Surface (topology); Lift (data mining); Data mining; Mathematics; Engineering","score_opus":0.05072490151960609,"score_gpt":0.3054348580816068,"score_spread":0.25470995656200074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906048991","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":[0.025999097,0.0003205195,0.9698861,0.00020088322,0.00005622264,0.00007960994,0.00018292753,0.00073135085,0.0025432662],"genre_scores_gemma":[0.82312226,0.00049786974,0.1745122,0.00008729802,0.000065335014,0.00015038041,0.0004590901,0.00015631289,0.0009492178],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99821544,0.00047666713,0.0001208933,0.00028372143,0.0007162052,0.00018707757],"domain_scores_gemma":[0.99425817,0.0021380743,0.0014054466,0.0010218349,0.00094751955,0.00022895198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017905479,0.0015497517,0.0008472287,0.00225957,0.00042876866,0.0020788289,0.0012165131,0.0009767044,0.0013887811],"category_scores_gemma":[0.008933977,0.00026833723,0.00076052855,0.0017585199,0.0017752909,0.0038478095,0.0017081698,0.0012864143,0.00033883128],"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":[0.0001836212,0.00008352355,0.009121401,0.0002840725,0.00013663748,0.0001097915,0.00016036267,0.83086926,0.01714252,0.0512817,0.0032824096,0.087344706],"study_design_scores_gemma":[0.0000044043754,0.00012148174,0.0017142523,0.000027952576,0.00002420363,0.00010951759,0.000067492554,0.9726681,0.0073339897,0.016370868,0.0015254992,0.00003220711],"about_ca_topic_score_codex":0.0025426925,"about_ca_topic_score_gemma":0.0016438694,"teacher_disagreement_score":0.0025426925,"about_ca_system_score_codex":0.0015735833,"about_ca_system_score_gemma":0.0008991311,"threshold_uncertainty_score":0.0114171505},"labels":[],"label_agreement":null},{"id":"W290908007","doi":"","title":"Identity Crime: The Need for an Appropriate Government Strategy","year":2008,"lang":"en","type":"article","venue":"Forum on public policy","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Cyberspace; Identity theft; Business; Cybercrime; Government (linguistics); The Internet; Internet privacy","score_opus":0.03925154078492705,"score_gpt":0.2884570048811188,"score_spread":0.24920546409619176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W290908007","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":[0.0040540993,0.010185053,0.007979301,0.8568872,0.0021555917,0.00012108697,0.000035077042,0.00011915615,0.118463494],"genre_scores_gemma":[0.5806493,0.026505342,0.024720322,0.3112022,0.0054085255,0.0009183762,0.0001428117,0.00028354136,0.050169505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98014945,0.010596399,0.0006951754,0.0013417779,0.0042801932,0.002936984],"domain_scores_gemma":[0.9663371,0.01853975,0.0023870422,0.0018494822,0.0051996354,0.005686911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02245298,0.0008852198,0.001582269,0.0037299816,0.011034922,0.028770106,0.003070815,0.025205633,0.012566433],"category_scores_gemma":[0.03255781,0.00065910624,0.0007507163,0.0025219077,0.042289663,0.026807947,0.013388849,0.023547636,0.003300516],"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":[0.0000083280875,0.000056968413,0.00044953777,0.00015500617,0.0000075588896,0.0001535386,0.0036901508,0.00021622141,0.000064029744,0.91084605,0.058464635,0.025888024],"study_design_scores_gemma":[0.000014707523,0.000043801985,0.00070277747,0.0018780692,0.000010914496,0.00030979278,0.021036057,0.0005110524,0.00012970231,0.5524127,0.42291075,0.000039669514],"about_ca_topic_score_codex":0.005366525,"about_ca_topic_score_gemma":0.0044673895,"teacher_disagreement_score":0.028770106,"about_ca_system_score_codex":0.013848884,"about_ca_system_score_gemma":0.036610793,"threshold_uncertainty_score":0.118744135},"labels":[],"label_agreement":null},{"id":"W2909154269","doi":"10.2147/jmdh.s183275","title":"Assessing staff awareness and effectiveness of educational training on IT security and privacy in a large healthcare organization","year":2019,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Information and Cyber Security","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services","funders":"Alberta Health Services","keywords":"Health care; Information security; Personally identifiable information; Stratified sampling; Internet privacy; Perception; Training (meteorology); Medical education; Psychology; Medicine; Computer science; Computer security","score_opus":0.027574310424899523,"score_gpt":0.35284157335047067,"score_spread":0.3252672629255712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909154269","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":[0.9993475,0.000037557704,0.00004818809,0.00008404288,0.0000031257057,0.0000416192,0.000028337907,0.000006906144,0.0004027318],"genre_scores_gemma":[0.99925894,0.00007924986,0.00033624304,0.000057016463,0.0000054002517,0.000046224577,0.000045445875,0.0000015479168,0.00016997299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99574065,0.0014745472,0.00045258642,0.000230689,0.0012270188,0.0008744885],"domain_scores_gemma":[0.97266895,0.007055827,0.008104878,0.0007248248,0.005245053,0.006200459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006864539,0.00025839388,0.0003030283,0.00087829307,0.001115876,0.000979061,0.00069089496,0.00046310216,0.0013337802],"category_scores_gemma":[0.021804329,0.00035734058,0.00038301584,0.00074820436,0.00058145786,0.0005417807,0.0009511151,0.00064329157,0.00024815675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005313075,0.0022662666,0.94746494,0.00019837348,0.00007411255,0.00008240671,0.01092599,0.00022620895,0.0009473604,0.000029117873,0.00059985416,0.036654048],"study_design_scores_gemma":[0.000019873805,0.0019765596,0.98582506,0.00007871458,0.000033892287,0.000033608787,0.010862409,0.00030393703,0.00035286343,0.000013145196,0.00048312836,0.000016788095],"about_ca_topic_score_codex":0.048192132,"about_ca_topic_score_gemma":0.06457609,"teacher_disagreement_score":0.048192132,"about_ca_system_score_codex":0.0043888493,"about_ca_system_score_gemma":0.0080273,"threshold_uncertainty_score":0.09582329},"labels":[],"label_agreement":null},{"id":"W2910659838","doi":"10.24908/pceea.v0i0.13033","title":"Use of Cyber Attacks as a Case Study for Design Projects in an Undergraduate Process Control Course","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Information and Cyber Security","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":"McGill University; University of Ottawa","funders":"","keywords":"Relevance (law); Process (computing); Control (management); Computer science; Class (philosophy); Quality (philosophy); Computer security; Identification (biology); Engineering management; Engineering","score_opus":0.02448355926298332,"score_gpt":0.2776725371332167,"score_spread":0.25318897787023337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910659838","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":[0.9862868,0.0000796448,0.009147385,0.0005356646,0.000022744314,0.00050321367,0.000038411516,0.00005932521,0.003326853],"genre_scores_gemma":[0.95783216,0.00029076438,0.035619814,0.00019966475,0.0000322312,0.00065782253,0.0001285745,0.000067046116,0.0051720287],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9749153,0.017784808,0.00091569475,0.0012852586,0.0036284602,0.0014704993],"domain_scores_gemma":[0.9478003,0.03450864,0.0039140834,0.0046839216,0.004805577,0.004287482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01646392,0.0016588216,0.0008068094,0.0025436506,0.0055464176,0.00406072,0.00272739,0.004284205,0.0023908368],"category_scores_gemma":[0.034957007,0.001151557,0.0010278691,0.0016746647,0.0033567792,0.003119433,0.0033881825,0.0033163717,0.0008043369],"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":[0.0017172545,0.047492307,0.06550375,0.0018179567,0.00029200592,0.024212662,0.5610312,0.024483325,0.03034599,0.019943273,0.0108391065,0.21232109],"study_design_scores_gemma":[0.0014191773,0.051862065,0.08577032,0.0014712625,0.00033204697,0.013881535,0.51385283,0.10435233,0.076565176,0.013716131,0.1361285,0.0006486954],"about_ca_topic_score_codex":0.0015348421,"about_ca_topic_score_gemma":0.004410815,"teacher_disagreement_score":0.01646392,"about_ca_system_score_codex":0.0032527433,"about_ca_system_score_gemma":0.0020656982,"threshold_uncertainty_score":0.087070584},"labels":[],"label_agreement":null},{"id":"W2911229055","doi":"","title":"Proceedings of the 2nd USENIX workshop on Hot topics in security","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Advanced Micro Devices (Canada)","funders":"","keywords":"Computer science","score_opus":0.013183734926784456,"score_gpt":0.24342751392805695,"score_spread":0.2302437790012725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911229055","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083331674,0.058569554,0.41159365,0.06244268,0.07400901,0.0012500935,0.0035045207,0.018730812,0.28656805],"genre_scores_gemma":[0.12889063,0.028285546,0.10089839,0.0060068592,0.0116342995,0.0004941013,0.009203669,0.0035674707,0.711019],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989017,0.0003562014,0.000066091015,0.00016559029,0.00035751335,0.00015285358],"domain_scores_gemma":[0.9970119,0.0005429902,0.00007604362,0.00047064226,0.0010247814,0.00087361434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025383797,0.0014158335,0.0014234316,0.0013403901,0.0020464521,0.0047195223,0.00090747874,0.0013753035,0.039834388],"category_scores_gemma":[0.0028462843,0.00053858664,0.00061818643,0.0007341086,0.0008169369,0.0039285757,0.0023124658,0.0028737916,0.018692605],"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":[0.0005441086,0.00036078118,0.0025798972,0.00022987761,0.000077431614,0.00029251465,0.00077439996,0.00043449472,0.0086204065,0.0055678184,0.6600303,0.32048798],"study_design_scores_gemma":[0.000075847085,0.00019530009,0.0050853267,0.00028865354,0.00013588268,0.00068518345,0.0007651206,0.011855641,0.009433942,0.011838541,0.95958394,0.000056437275],"about_ca_topic_score_codex":0.0041476376,"about_ca_topic_score_gemma":0.019455966,"teacher_disagreement_score":0.039834388,"about_ca_system_score_codex":0.0008563856,"about_ca_system_score_gemma":0.0014664396,"threshold_uncertainty_score":0.1332593},"labels":[],"label_agreement":null},{"id":"W2911278133","doi":"","title":"Proceedings of the 5th ACM SIGPLAN Workshop on Programming Languages and Analysis for Security","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Presentation (obstetrics); Computer science; Event (particle physics); Library science; Inclusion (mineral); Medicine; Sociology","score_opus":0.012126448689596567,"score_gpt":0.2784384650600295,"score_spread":0.26631201637043295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911278133","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050970525,0.031227129,0.83036995,0.022845887,0.016854664,0.0008544988,0.0029106706,0.007528406,0.08231178],"genre_scores_gemma":[0.041860964,0.041864946,0.7508935,0.004894126,0.009978625,0.0017265491,0.011799283,0.0075747436,0.12940721],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99298745,0.00324445,0.00075384165,0.0008579009,0.0017668542,0.00038960608],"domain_scores_gemma":[0.98732144,0.006983255,0.00040807365,0.0022828074,0.0020513488,0.0009530252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010600253,0.0027400008,0.0019725,0.0019929137,0.0016457638,0.007434211,0.002555387,0.0017557407,0.045195013],"category_scores_gemma":[0.016714262,0.0023237052,0.0022352408,0.0019260626,0.0031607267,0.006679724,0.0030710555,0.009962017,0.014479957],"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":[0.00041168605,0.0004179596,0.0018137522,0.0010306094,0.00018662111,0.00029390745,0.0009779544,0.008671097,0.003224602,0.09621631,0.55174524,0.33501014],"study_design_scores_gemma":[0.00010031493,0.000116425734,0.0008127366,0.0006597745,0.000104224615,0.00036064177,0.00021199115,0.0147646405,0.0019990343,0.09149998,0.88931435,0.000055786888],"about_ca_topic_score_codex":0.008035395,"about_ca_topic_score_gemma":0.014113302,"teacher_disagreement_score":0.045195013,"about_ca_system_score_codex":0.0026025863,"about_ca_system_score_gemma":0.008020764,"threshold_uncertainty_score":0.15119237},"labels":[],"label_agreement":null},{"id":"W2911339640","doi":"","title":"Proceedings of the fourth ACM workshop on Formal methods in security","year":2006,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Formal methods; Security engineering; Software security assurance; Security information and event management; Computer security model; Security service; Computer security; Security testing; Software engineering; Formal verification; Formal specification; Cloud computing security; Information security; Programming language","score_opus":0.017625078193397134,"score_gpt":0.2938228352089515,"score_spread":0.2761977570155544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911339640","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024451378,0.09486163,0.69782466,0.033294696,0.031898685,0.0005935452,0.0011940391,0.0032486473,0.13463894],"genre_scores_gemma":[0.0527926,0.09035948,0.58851093,0.010388191,0.018841429,0.0019966078,0.0060501215,0.00416387,0.22689673],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890056,0.0050475392,0.0012833846,0.0013361605,0.002837856,0.00048951386],"domain_scores_gemma":[0.9844732,0.010363197,0.00029495842,0.0018931233,0.0024128335,0.00056262297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017287299,0.0021110927,0.0022981293,0.0024949375,0.0015306358,0.00834655,0.0032677427,0.0036232774,0.04954799],"category_scores_gemma":[0.019167537,0.0014069886,0.0038798924,0.0018657288,0.0053665605,0.00714148,0.0041214097,0.009909276,0.015030405],"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":[0.00022392476,0.0002352148,0.00071019074,0.0010711529,0.00019868038,0.00037949526,0.0019374621,0.0038342965,0.0020676167,0.35335523,0.2721775,0.36380932],"study_design_scores_gemma":[0.000043743712,0.00005207655,0.00025795342,0.00092391606,0.000044964392,0.00037618348,0.00014655391,0.0037140604,0.0004777558,0.10107816,0.89284176,0.000042877793],"about_ca_topic_score_codex":0.004379059,"about_ca_topic_score_gemma":0.0030489073,"teacher_disagreement_score":0.04954799,"about_ca_system_score_codex":0.0038602578,"about_ca_system_score_gemma":0.0044798725,"threshold_uncertainty_score":0.1657545},"labels":[],"label_agreement":null},{"id":"W2911361930","doi":"","title":"Proceedings of the 2007 Workshop on New Security Paradigms","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Strengths and weaknesses; Computer science; Event (particle physics); Library science; Political science; Public relations; Engineering ethics; Operations research; Psychology; Engineering","score_opus":0.01835150203995343,"score_gpt":0.22716793074040767,"score_spread":0.20881642870045425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911361930","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":[0.00896897,0.029507611,0.06390381,0.15561134,0.13532221,0.00060951716,0.0014456876,0.0011286994,0.6035021],"genre_scores_gemma":[0.057965446,0.03518197,0.060715128,0.023523787,0.03661813,0.0012187505,0.0061732177,0.0019688937,0.77663463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940546,0.0021248946,0.00032169573,0.0008064044,0.0021209153,0.0005714891],"domain_scores_gemma":[0.99396497,0.0018561359,0.0001684657,0.0006278272,0.0017709581,0.0016116287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008956991,0.0012550977,0.0008858459,0.0015531236,0.003589565,0.013267713,0.003276748,0.0038298557,0.053614896],"category_scores_gemma":[0.010015565,0.00067534676,0.0014875202,0.0014472847,0.0025366312,0.011051597,0.0064477054,0.009111871,0.016733903],"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":[0.00010389847,0.00012536864,0.00016001878,0.00030649087,0.000018658888,0.0001360931,0.0011949111,0.00059124496,0.00075553264,0.11952554,0.80194473,0.07513756],"study_design_scores_gemma":[0.000011516309,0.000015557587,0.00012938044,0.00025353115,0.0000064427204,0.000068334215,0.00051084167,0.0005585479,0.00029896386,0.024542855,0.97358817,0.000015752117],"about_ca_topic_score_codex":0.0026648624,"about_ca_topic_score_gemma":0.0049919854,"teacher_disagreement_score":0.053614896,"about_ca_system_score_codex":0.00544704,"about_ca_system_score_gemma":0.007938186,"threshold_uncertainty_score":0.17935973},"labels":[],"label_agreement":null},{"id":"W2911385772","doi":"","title":"Proceedings of the 2014 ACM Workshop on Security Information Workers","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Pleasure; Computer science; Information security; World Wide Web; Library science; Computer security; Psychology","score_opus":0.007415079239235652,"score_gpt":0.21472346837926845,"score_spread":0.2073083891400328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911385772","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022557342,0.030680282,0.05574264,0.3945589,0.114669,0.00093453453,0.0023531688,0.0023996304,0.37610456],"genre_scores_gemma":[0.12074084,0.017770745,0.024326576,0.023577958,0.021131327,0.0008810539,0.0062771896,0.0015742873,0.78371996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929477,0.0031298564,0.0002912632,0.0007919575,0.0019549641,0.0008841444],"domain_scores_gemma":[0.9870095,0.0031631473,0.00032606348,0.0013731557,0.0030792595,0.0050488296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012192363,0.0010952401,0.0010148784,0.0013370883,0.0042494386,0.008387792,0.002016738,0.0030725729,0.090010844],"category_scores_gemma":[0.013877164,0.0006566165,0.00073972164,0.0010902778,0.0019082413,0.008522932,0.008301948,0.0064878636,0.029776098],"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":[0.00015147109,0.00015704487,0.0009074029,0.00013566753,0.000013364619,0.000075028845,0.0017714584,0.00012005066,0.0005515209,0.008415057,0.9015285,0.08617347],"study_design_scores_gemma":[0.000012665208,0.000033158693,0.000671739,0.00013612694,0.000007674866,0.000060244533,0.0014705707,0.0003734149,0.00023002694,0.0041404143,0.9928498,0.000014155265],"about_ca_topic_score_codex":0.0046344646,"about_ca_topic_score_gemma":0.01336291,"teacher_disagreement_score":0.090010844,"about_ca_system_score_codex":0.0027391047,"about_ca_system_score_gemma":0.0067512696,"threshold_uncertainty_score":0.3011163},"labels":[],"label_agreement":null},{"id":"W2911649222","doi":"10.22215/etd/2018-13347","title":"The Human Dimension of Software Security and Factors Affecting Security Processes","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Software security assurance; Software development; Computer science; Software walkthrough; Personal software process; Software peer review; Software development process; Software engineering; Social software engineering; Software; Software construction; Computer security; Knowledge management; Security service; Information security","score_opus":0.009482188981545474,"score_gpt":0.2609315257762658,"score_spread":0.25144933679472037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911649222","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":[0.5271221,0.02851271,0.06755068,0.03570456,0.00058508536,0.000248984,0.0002688685,0.00015129203,0.33985567],"genre_scores_gemma":[0.96936864,0.012339479,0.009811464,0.0008906982,0.00015108008,0.000045879766,0.00006566974,0.000034035304,0.0072931107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99763024,0.0011454372,0.000060666833,0.00021340535,0.0007175063,0.00023269595],"domain_scores_gemma":[0.9814371,0.013970745,0.0012572843,0.00079664227,0.0014384275,0.0010998226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029516136,0.00041716403,0.00024188941,0.001618864,0.0010139463,0.0069455323,0.0004106751,0.0007591173,0.007331869],"category_scores_gemma":[0.010962907,0.00020828983,0.0002454219,0.0015667941,0.0063771526,0.0049377135,0.001359441,0.0017429464,0.0005699899],"study_design_candidate":"qualitative","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":[0.00015100214,0.00064446835,0.1142557,0.0014095169,0.00016092176,0.00042650333,0.035590373,0.0031263998,0.0036177938,0.5913104,0.008617774,0.2406891],"study_design_scores_gemma":[0.000027806485,0.00050466304,0.22677238,0.0021128596,0.00010961826,0.00062271697,0.057326555,0.0047680866,0.0039352067,0.5548333,0.14883924,0.00014761304],"about_ca_topic_score_codex":0.004756094,"about_ca_topic_score_gemma":0.00496489,"teacher_disagreement_score":0.007331869,"about_ca_system_score_codex":0.0020388598,"about_ca_system_score_gemma":0.0048060655,"threshold_uncertainty_score":0.02452755},"labels":[],"label_agreement":null},{"id":"W2912824073","doi":"","title":"Proceedings of the 4th International Symposium on Information, Computer, and Communications Security","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Presentation (obstetrics); Library science; Information security; Communications security; Government (linguistics); China; Certified Information Security Manager; Computer science; Audit; Political science; Security service; Computer security; Business; Accounting","score_opus":0.007829307809407509,"score_gpt":0.2267652288244035,"score_spread":0.21893592101499598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912824073","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":[0.00910382,0.10893173,0.05515988,0.038211588,0.12796628,0.0013623141,0.004992142,0.004859051,0.6494132],"genre_scores_gemma":[0.045536276,0.07427294,0.02773612,0.0064449217,0.028201543,0.00068472,0.0108584,0.00113744,0.8051276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969176,0.0007286141,0.00026152647,0.00038647055,0.0014150195,0.00029070236],"domain_scores_gemma":[0.99529606,0.0010688072,0.00021941129,0.00071866065,0.0018625713,0.00083451055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035920131,0.0014478437,0.0017623856,0.0019806025,0.0012482194,0.0070352703,0.0015338763,0.0022167915,0.16252519],"category_scores_gemma":[0.0054769935,0.00044088962,0.0009681217,0.0013523155,0.0011520924,0.005200159,0.0026216018,0.004062884,0.09295575],"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":[0.00015475962,0.00013182905,0.00072990515,0.0005891011,0.00007046583,0.00018798075,0.00024537032,0.00033106565,0.0021388226,0.012831994,0.78213257,0.20045617],"study_design_scores_gemma":[0.00000990542,0.000049979375,0.00051213586,0.00019994783,0.000019807167,0.0002123691,0.00009387404,0.0005522661,0.0004282924,0.0031460272,0.9947601,0.000015290836],"about_ca_topic_score_codex":0.001157155,"about_ca_topic_score_gemma":0.0014854352,"teacher_disagreement_score":0.16252519,"about_ca_system_score_codex":0.0014105533,"about_ca_system_score_gemma":0.00279152,"threshold_uncertainty_score":0.54370093},"labels":[],"label_agreement":null},{"id":"W2913072882","doi":"","title":"Extending the Error Budget Model to Security and Feature Freshness","year":2019,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Pivotal (Canada)","funders":"","keywords":"Feature (linguistics); Computer science; Computer security; Business","score_opus":0.010630234465156966,"score_gpt":0.2473511277510783,"score_spread":0.23672089328592133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913072882","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":[0.01609313,0.00030486085,0.97211444,0.002120325,0.00014681749,0.00010746807,0.0002500071,0.000479212,0.00838373],"genre_scores_gemma":[0.6900634,0.0008462907,0.28680295,0.0007744456,0.00044821578,0.00034007753,0.00047519058,0.0008764598,0.019372975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9902373,0.0033007856,0.0006724846,0.0016069296,0.0028498925,0.0013325966],"domain_scores_gemma":[0.9485952,0.027686475,0.0040299376,0.0121696,0.006311754,0.0012069687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012460093,0.0016145187,0.0015333234,0.0027879158,0.0011678505,0.005254082,0.0044008796,0.0031788065,0.01241648],"category_scores_gemma":[0.058955397,0.001431419,0.002156288,0.0025963243,0.0038476067,0.02120997,0.004450443,0.0056792414,0.0014150126],"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":[0.00020352978,0.000114311915,0.0018173016,0.00014870944,0.00007322831,0.00020029962,0.0003159881,0.20897196,0.0013426895,0.7455721,0.0029867035,0.03825322],"study_design_scores_gemma":[0.000040886043,0.00006115059,0.0003618229,0.00007172953,0.000054635708,0.00010409717,0.00006669447,0.46343514,0.0014867418,0.5281233,0.0061493674,0.00004455844],"about_ca_topic_score_codex":0.008473385,"about_ca_topic_score_gemma":0.005755985,"teacher_disagreement_score":0.012460093,"about_ca_system_score_codex":0.0037292072,"about_ca_system_score_gemma":0.004184928,"threshold_uncertainty_score":0.065896094},"labels":[],"label_agreement":null},{"id":"W2913224440","doi":"10.1145/3703465","title":"Proceedings of the New Security Paradigms Workshop","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Information and Cyber Security","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":"Status quo; Computer science; Event (particle physics); Work (physics); Data science; Computer security; Engineering; Political science","score_opus":0.01183928003808099,"score_gpt":0.2459033544114085,"score_spread":0.23406407437332752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913224440","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":[0.0056715533,0.018906081,0.008956738,0.3078142,0.08978043,0.00023171458,0.0013276913,0.00060003746,0.56671154],"genre_scores_gemma":[0.031413063,0.011738717,0.0045630424,0.01888801,0.015656004,0.00036485263,0.0018974438,0.00070396,0.91477484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953052,0.00149531,0.00021154387,0.0004177791,0.0020943743,0.00047578264],"domain_scores_gemma":[0.9946844,0.0014607775,0.00013437698,0.000495595,0.0012719919,0.0019529905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008683576,0.00094973634,0.00058355124,0.0009868545,0.0034807008,0.014909479,0.0016702851,0.004763048,0.06964264],"category_scores_gemma":[0.008942247,0.00039145714,0.000869237,0.001351738,0.0020904944,0.010390942,0.0051426576,0.007621845,0.03076878],"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":[0.000059168113,0.000075391334,0.00013744447,0.00011301864,0.000006764454,0.00016375992,0.00043409117,0.00016975107,0.00026710585,0.032452915,0.9370694,0.029051201],"study_design_scores_gemma":[0.000009449501,0.00000938057,0.00011145074,0.00006603742,0.0000030141157,0.000040161238,0.00023013435,0.00011831793,0.00010653108,0.0061576073,0.99314195,0.000006024039],"about_ca_topic_score_codex":0.004386924,"about_ca_topic_score_gemma":0.007220004,"teacher_disagreement_score":0.06964264,"about_ca_system_score_codex":0.0045863795,"about_ca_system_score_gemma":0.008138224,"threshold_uncertainty_score":0.23297781},"labels":[],"label_agreement":null},{"id":"W2913338684","doi":"10.4018/ijicte.2019040104","title":"Opportunities and Challenges of Cybersecurity for Undergraduate Information Systems Programs","year":2019,"lang":"en","type":"article","venue":"International Journal of Information and Communication Technology Education","topic":"Information and Cyber Security","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":"Saint Mary's University","funders":"","keywords":"Computer security; The Internet; Curriculum; Computer science; Perspective (graphical); Information technology; Engineering management; World Wide Web; Political science; Engineering","score_opus":0.02241946362417661,"score_gpt":0.2641081715127402,"score_spread":0.2416887078885636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913338684","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":[0.9793178,0.00034312182,0.00084648386,0.0063822055,0.00004633837,0.000044721462,0.000021642145,0.0000074275426,0.012990324],"genre_scores_gemma":[0.99803764,0.00024129887,0.0005391165,0.00019798793,0.0000180099,0.0000288617,0.000014738471,0.000002078946,0.0009203423],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950983,0.0020846934,0.00014875257,0.00024806696,0.0010638514,0.0013563419],"domain_scores_gemma":[0.98475534,0.0047539747,0.0021092764,0.00036752407,0.0013239927,0.0066899327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052006943,0.00017207928,0.00018128063,0.00087458437,0.003908729,0.005086032,0.00067109906,0.00067147426,0.0037181003],"category_scores_gemma":[0.011188692,0.00023745996,0.00016852238,0.00083409547,0.0018090594,0.0029945523,0.0047245356,0.0016609312,0.00022708146],"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":[0.0001662348,0.0019103431,0.54004633,0.0005945913,0.000025871475,0.0010573638,0.11347105,0.0009828934,0.0032310341,0.059407655,0.008294718,0.27081192],"study_design_scores_gemma":[0.000021166807,0.00062104315,0.323827,0.0008802119,0.000021858152,0.0008847139,0.59154296,0.0016770741,0.0021053425,0.019219691,0.05912967,0.00006923498],"about_ca_topic_score_codex":0.0010846629,"about_ca_topic_score_gemma":0.0055948016,"teacher_disagreement_score":0.0052006943,"about_ca_system_score_codex":0.0022544488,"about_ca_system_score_gemma":0.011709613,"threshold_uncertainty_score":0.027504265},"labels":[],"label_agreement":null},{"id":"W2913791863","doi":"","title":"Proceedings of the 3rd international conference on Information Theoretic Security","year":2008,"lang":"en","type":"article","venue":"International Conference on Information Theoretic Security","topic":"Information and Cyber Security","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":"Information security; Computer science; Computer security","score_opus":0.01594424018783165,"score_gpt":0.24572366780288687,"score_spread":0.2297794276150552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913791863","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021621577,0.06827622,0.41530666,0.040525295,0.069680505,0.0003467332,0.0011320398,0.0011338999,0.381977],"genre_scores_gemma":[0.3365316,0.066301145,0.13927414,0.004023636,0.035674218,0.00046634531,0.0036984656,0.0010381188,0.4129923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821556,0.0006049579,0.00009020653,0.0002136921,0.0006749379,0.00020070802],"domain_scores_gemma":[0.99555933,0.0016164938,0.00012609723,0.0009910368,0.0012959017,0.00041121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032267987,0.0010873082,0.0020240934,0.0014646217,0.0014396714,0.005953343,0.0011988933,0.0016423035,0.029137569],"category_scores_gemma":[0.0051185885,0.000495062,0.0011390814,0.0012597848,0.0021395313,0.0033831934,0.001811704,0.0041798437,0.0072763464],"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":[0.0007087577,0.00036283652,0.0018080476,0.00037770465,0.0002630952,0.00028681578,0.00039953567,0.006185076,0.0033582198,0.24461928,0.44010735,0.30152318],"study_design_scores_gemma":[0.000095157644,0.00021348715,0.0022548565,0.00040850742,0.00022933354,0.00042710072,0.0002586757,0.04832917,0.005268659,0.20588501,0.7365603,0.00006973385],"about_ca_topic_score_codex":0.0029169258,"about_ca_topic_score_gemma":0.003938889,"teacher_disagreement_score":0.029137569,"about_ca_system_score_codex":0.0021091145,"about_ca_system_score_gemma":0.0024193712,"threshold_uncertainty_score":0.09747493},"labels":[],"label_agreement":null},{"id":"W2916855862","doi":"10.6028/nist.sp.800-203","title":"2017 annual report: NIST/ITL cybersecurity program","year":2018,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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":"Intelligence Advanced Research Projects Activity; National Institute of Standards and Technology; Information Technology Laboratory; Indiana Corn Marketing Council; Canadian Patient Safety Institute","keywords":"NIST; Computer security; Computer science; Speech recognition","score_opus":0.03039131536643805,"score_gpt":0.32792834308301344,"score_spread":0.2975370277165754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916855862","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":[0.004383822,0.002603547,0.005544189,0.023197472,0.005240357,0.0024942546,0.20427366,0.006930884,0.7453319],"genre_scores_gemma":[0.022969207,0.005220083,0.008470296,0.003851921,0.0014478709,0.002208112,0.2601159,0.0030919416,0.69262457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98682356,0.00073386997,0.00046490435,0.00052174885,0.01056415,0.00089180167],"domain_scores_gemma":[0.956235,0.002219076,0.0012913677,0.0020835667,0.035992164,0.002178727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008660305,0.0019223702,0.0010540882,0.0100108385,0.0028701075,0.0053427215,0.0030894217,0.0027690371,0.12978089],"category_scores_gemma":[0.016237294,0.00075376,0.0006726906,0.007907714,0.0009213761,0.0053824917,0.0019792835,0.0032395532,0.16058995],"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":[0.000025732785,0.00010135303,0.0005757967,0.000047010442,0.0000040170703,0.000011787689,0.000015891716,0.00008253675,0.0001308421,0.0012624154,0.9867906,0.010952012],"study_design_scores_gemma":[0.00003357336,0.000056360244,0.0045464216,0.00019605695,0.000021869802,0.000047060534,0.00016914711,0.000543527,0.002543047,0.0017539663,0.9900574,0.000031566153],"about_ca_topic_score_codex":0.055723283,"about_ca_topic_score_gemma":0.068989724,"teacher_disagreement_score":0.12978089,"about_ca_system_score_codex":0.0073298602,"about_ca_system_score_gemma":0.03748541,"threshold_uncertainty_score":0.43416035},"labels":[],"label_agreement":null},{"id":"W2922529937","doi":"10.18502/ijph.v48i2.826","title":"Massive Health Record Breaches Evidenced by the Office for Civil Rights Data","year":2019,"lang":"en","type":"article","venue":"Iranian Journal of Public Health","topic":"Information and Cyber Security","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":"Laurentian University","funders":"","keywords":"Data breach; Population; Internet privacy; Business; Law enforcement; Public health; Enforcement; Medicine; Computer security; Medical emergency; Environmental health; Computer science; Law; Political science; Pathology","score_opus":0.09163039051515809,"score_gpt":0.32777384686752387,"score_spread":0.23614345635236578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922529937","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":[0.8635762,0.0052712327,0.011373935,0.030911857,0.00064489583,0.00089526386,0.038142607,0.0006506847,0.048533462],"genre_scores_gemma":[0.9770607,0.0018320559,0.0065330844,0.0026015579,0.00027180123,0.00024450134,0.00857477,0.00008313774,0.0027984472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96326196,0.009965449,0.006029715,0.003316832,0.01577968,0.001646357],"domain_scores_gemma":[0.7984341,0.07587597,0.0853655,0.019700464,0.01678797,0.0038359421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013826494,0.00033055522,0.00033706366,0.00557901,0.0017892835,0.0025645848,0.0009807597,0.00084837695,0.00722882],"category_scores_gemma":[0.09863436,0.00032373448,0.000463088,0.0092396885,0.0016594368,0.0025205272,0.0036549899,0.002317612,0.0010869623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027017022,0.0001657281,0.87823445,0.0009146786,0.00018025973,0.00080131367,0.00573751,0.00044495755,0.0012440757,0.0042164754,0.030136738,0.0776537],"study_design_scores_gemma":[0.00001886309,0.00025249706,0.8786827,0.0023829304,0.00015574256,0.0029406284,0.016027167,0.0018165889,0.0042563737,0.0038771268,0.089501,0.000088367844],"about_ca_topic_score_codex":0.009715374,"about_ca_topic_score_gemma":0.012712554,"teacher_disagreement_score":0.013826494,"about_ca_system_score_codex":0.002418415,"about_ca_system_score_gemma":0.0039984584,"threshold_uncertainty_score":0.07312232},"labels":[],"label_agreement":null},{"id":"W2938773348","doi":"10.1016/j.csi.2019.04.005","title":"System security requirements: A framework for early identification, specification and measurement of related software requirements","year":2019,"lang":"en","type":"article","venue":"Computer Standards & Interfaces","topic":"Information and Cyber Security","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":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Software security assurance; Software engineering; Sherwood Applied Business Security Architecture; Security service; Computer security; Information security","score_opus":0.022242911605075962,"score_gpt":0.2780363170049611,"score_spread":0.25579340539988515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938773348","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":[0.003549354,0.00017650862,0.98666173,0.00056865584,0.000031820782,0.00084243825,0.00062738726,0.0027745345,0.0047676065],"genre_scores_gemma":[0.056584124,0.0002753237,0.9379773,0.00021933141,0.00004058059,0.0009707952,0.0018868183,0.00034315963,0.0017025658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9714552,0.009281578,0.0031969282,0.0015835551,0.0134714935,0.0010112214],"domain_scores_gemma":[0.9533508,0.021510834,0.004696286,0.0075401934,0.011927304,0.00097467087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023091674,0.0027049414,0.0014713871,0.008491255,0.0016957071,0.008002764,0.0035757564,0.0027800484,0.0036284386],"category_scores_gemma":[0.0537336,0.0016353256,0.002521375,0.0029073625,0.0025672377,0.0069593326,0.0043356316,0.0045331223,0.0030856687],"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":[0.00024897838,0.0006930968,0.0099119805,0.001814772,0.00027226537,0.00100869,0.004835291,0.038465723,0.026577342,0.61977696,0.022311963,0.27408305],"study_design_scores_gemma":[0.00017332305,0.0007922635,0.009953427,0.002709608,0.00043516682,0.0021008574,0.0029097588,0.42784315,0.0442023,0.31475908,0.1936937,0.00042733032],"about_ca_topic_score_codex":0.009932113,"about_ca_topic_score_gemma":0.007597473,"teacher_disagreement_score":0.023091674,"about_ca_system_score_codex":0.0032950037,"about_ca_system_score_gemma":0.009038143,"threshold_uncertainty_score":0.12212193},"labels":[],"label_agreement":null},{"id":"W2939001363","doi":"10.1080/08874417.2019.1571458","title":"Knowledge Management for Cybersecurity in Business Organizations: A Case Study","year":2019,"lang":"en","type":"article","venue":"Journal of Computer Information Systems","topic":"Information and Cyber Security","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":"Saint Mary's University","funders":"","keywords":"Computer security; Domain (mathematical analysis); Process (computing); Knowledge management; Business process; Computer science; Business intelligence; Business; Process management; Work in process","score_opus":0.011531577172763215,"score_gpt":0.25381319262136504,"score_spread":0.24228161544860183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939001363","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":[0.9827864,0.00044044122,0.0068612387,0.0022134476,0.000017410917,0.0003055392,0.000040054714,0.0000241764,0.0073111965],"genre_scores_gemma":[0.9909696,0.00058419735,0.0067743626,0.0001915313,0.000008756628,0.00012338354,0.000039502713,0.000008331261,0.0013002659],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99164057,0.00553154,0.00029938007,0.00034588107,0.0012789383,0.00090364745],"domain_scores_gemma":[0.9809615,0.012572175,0.0018139125,0.001538906,0.00125987,0.0018535418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006435885,0.00037079342,0.0003332473,0.0021606311,0.0074981973,0.0036281734,0.0019830603,0.0037737978,0.001369658],"category_scores_gemma":[0.0124669075,0.00034597891,0.00038884504,0.002658851,0.003984707,0.0035485886,0.0033466695,0.0018412679,0.00029019738],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033239825,0.008295534,0.10466011,0.0013988405,0.00011316564,0.060611922,0.5318845,0.012891104,0.004775203,0.075616494,0.008093317,0.19132744],"study_design_scores_gemma":[0.0001334607,0.0014001983,0.033389743,0.0012083887,0.000091790425,0.020577244,0.80613905,0.019147087,0.00906649,0.013868879,0.09485212,0.00012551183],"about_ca_topic_score_codex":0.003701407,"about_ca_topic_score_gemma":0.0097374655,"teacher_disagreement_score":0.0074981973,"about_ca_system_score_codex":0.004296939,"about_ca_system_score_gemma":0.0034427585,"threshold_uncertainty_score":0.034036636},"labels":[],"label_agreement":null},{"id":"W2940136889","doi":"10.1007/978-3-030-17982-3_15","title":"A New Bayesian Approach to Exploring Damaged Assets by Monitoring Mission Failures Caused by Undetected Attack","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Nexen (Canada)","funders":"","keywords":"Computer science; Bayesian probability; Bayesian network; Set (abstract data type); Software; Computer security; Artificial intelligence; Operating system; Programming language","score_opus":0.03578580039838661,"score_gpt":0.2594642703144676,"score_spread":0.223678469916081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940136889","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":[0.0030263527,0.00019367317,0.9954052,0.000103350976,0.000025398578,0.000016677695,0.000056651057,0.0001279656,0.0010447874],"genre_scores_gemma":[0.19936787,0.00087065744,0.78796446,0.00031642927,0.00033327506,0.00023113994,0.00047668067,0.00022171305,0.010217716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989768,0.0002648344,0.000057362788,0.0002924611,0.00033357833,0.00007495745],"domain_scores_gemma":[0.9973218,0.0018652029,0.00017796007,0.00015730868,0.00037597696,0.00010182478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019194346,0.0011048928,0.0019155489,0.0017392484,0.0005826234,0.0018563245,0.0036715635,0.0023278755,0.003254845],"category_scores_gemma":[0.006006886,0.0014623217,0.001423372,0.0018703928,0.0012288165,0.0033886428,0.0024629824,0.0017473532,0.0005201056],"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":[0.00010006949,0.00011809885,0.0010673513,0.00013461738,0.00022263423,0.000114962764,0.00010938129,0.8162452,0.00259666,0.037464887,0.0022129738,0.13961318],"study_design_scores_gemma":[0.000007200353,0.000014132081,0.00012557201,0.000006988132,0.000019252686,0.000024101459,0.000005796449,0.98180056,0.00022360179,0.017222393,0.0005398615,0.000010472176],"about_ca_topic_score_codex":0.010534622,"about_ca_topic_score_gemma":0.012281347,"teacher_disagreement_score":0.010534622,"about_ca_system_score_codex":0.0011178252,"about_ca_system_score_gemma":0.0013923389,"threshold_uncertainty_score":0.020946622},"labels":[],"label_agreement":null},{"id":"W2941102552","doi":"10.1007/978-3-030-19115-3_25","title":"Factors that Influence Workers’ Participation in Unhygienic Cyber Practices: A Pilot Study from Nigeria","year":2019,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Information and Cyber Security","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":"Structural equation modeling; Extant taxon; Harm; Psychology; Theory of planned behavior; Hygiene; Social psychology; Control (management); Applied psychology; Knowledge management; Medicine; Computer science","score_opus":0.034683863489029514,"score_gpt":0.30703898055463263,"score_spread":0.2723551170656031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941102552","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":[0.9993266,0.00002796562,0.000019942107,0.00004342646,0.0000026651828,0.000011665177,0.000009511538,2.6152577e-7,0.00055810454],"genre_scores_gemma":[0.99888986,0.00014341452,0.00006047131,0.000046879206,0.0000023389116,0.00002688116,0.00001806579,6.4853657e-7,0.0008114467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99947673,0.00018056444,0.00003193684,0.00004516703,0.0000512907,0.00021440082],"domain_scores_gemma":[0.9979113,0.0010087318,0.00034662482,0.00007342194,0.0002014427,0.00045850617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011551891,0.0002550485,0.00022003938,0.0005148197,0.0032225824,0.0016131748,0.00031614202,0.00067110255,0.0028681322],"category_scores_gemma":[0.0021297084,0.00039653247,0.00023116126,0.0006426534,0.0013308941,0.0008530591,0.0011641147,0.0013081547,0.00046487286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027744137,0.0018689194,0.7413747,0.00012269823,0.000013340498,0.0009940973,0.23994474,0.00003886961,0.0026078396,0.00043778055,0.00026769473,0.012051819],"study_design_scores_gemma":[0.000010768287,0.0007651686,0.47544578,0.000117662,0.000022069189,0.00025358217,0.52154773,0.000046291683,0.00040069394,0.00009613188,0.0012825808,0.000011500076],"about_ca_topic_score_codex":0.01721936,"about_ca_topic_score_gemma":0.039681148,"teacher_disagreement_score":0.01721936,"about_ca_system_score_codex":0.0008567835,"about_ca_system_score_gemma":0.0020387385,"threshold_uncertainty_score":0.03423828},"labels":[],"label_agreement":null},{"id":"W2941123418","doi":"10.1145/3290605.3300519","title":"<i>'Think secure from the beginning'</i>","year":2019,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":105,"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":"Canada Excellence Research Chairs, Government of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Software security assurance; Secure coding; Computer science; Software development; Security bug; Computer security; Work (physics); Software; Software peer review; Software development process; Software engineering; Software construction; Information security; Engineering; Security service","score_opus":0.006059446038874345,"score_gpt":0.19667503446525583,"score_spread":0.1906155884263815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941123418","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82909834,0.0020717022,0.011999466,0.07547348,0.00051869417,0.00008196874,0.00021332361,0.00034754467,0.08019556],"genre_scores_gemma":[0.98043615,0.00068834255,0.0026009076,0.010578156,0.00009491335,0.000048609538,0.00008212194,0.00007000888,0.005400733],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946596,0.00255337,0.00018009135,0.000491158,0.0014867834,0.00062891573],"domain_scores_gemma":[0.9784185,0.008065577,0.006836913,0.001242704,0.003154287,0.0022820407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006000216,0.00022839123,0.00021740924,0.0006318321,0.0023065668,0.005257639,0.00081750663,0.0021312695,0.0039708833],"category_scores_gemma":[0.022189122,0.00028888418,0.00029271937,0.00060761446,0.004806533,0.0031737806,0.0027860857,0.002917787,0.0012446049],"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":[0.000103551625,0.00022284879,0.31867343,0.00059273414,0.00014315685,0.001006123,0.4573994,0.0002582834,0.005781281,0.01739739,0.08381841,0.11460344],"study_design_scores_gemma":[0.000024525136,0.00025717053,0.2087293,0.0009164392,0.00011008503,0.0024671522,0.5486787,0.0011310114,0.0020141897,0.014576312,0.22084905,0.00024614867],"about_ca_topic_score_codex":0.006500391,"about_ca_topic_score_gemma":0.009636137,"teacher_disagreement_score":0.006500391,"about_ca_system_score_codex":0.001399679,"about_ca_system_score_gemma":0.002636621,"threshold_uncertainty_score":0.03173256},"labels":[],"label_agreement":null},{"id":"W2942230754","doi":"10.4018/jcit.2019070102","title":"An effective cybersecurity training model to support an organizational awareness program: The Cybersecurity Awareness Training Model (CATRAM). A case study in Canada","year":2019,"lang":"en","type":"article","venue":"Repositorio Institucional E-DocUR (Universidad Del Rosario)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"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":"Training (meteorology); Computer security; Computer science; Knowledge management; Engineering management; Engineering","score_opus":0.02557674536056256,"score_gpt":0.2793133112337167,"score_spread":0.2537365658731542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942230754","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":[0.93832165,0.00041109696,0.010722689,0.0050080456,0.00008638808,0.0012244796,0.0001422112,0.00015217424,0.043931298],"genre_scores_gemma":[0.97248423,0.00043685955,0.01663284,0.00035969543,0.0000057732314,0.00027223807,0.00009093034,0.000015310332,0.0097020995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99884844,0.00047248823,0.000025979693,0.00009178192,0.00022178727,0.0003395386],"domain_scores_gemma":[0.9986022,0.00028467065,0.00010763945,0.000077620636,0.00025357795,0.00067432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016723139,0.0002775971,0.00013498761,0.0005723338,0.0030312873,0.0016227121,0.0014972984,0.00090614305,0.0028696873],"category_scores_gemma":[0.0023150998,0.00015368719,0.00022185447,0.00064531364,0.0009809447,0.0012570933,0.0015215714,0.001050633,0.00027121074],"study_design_candidate":"observational","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":[0.00044862225,0.019765776,0.13723968,0.0010533569,0.000071296265,0.0048169615,0.096584134,0.019497052,0.00911591,0.061522156,0.031252194,0.61863285],"study_design_scores_gemma":[0.00085464027,0.0064429003,0.23770066,0.0013529758,0.00033524353,0.0031020264,0.3396678,0.11450501,0.011703934,0.009689365,0.27436325,0.00028223215],"about_ca_topic_score_codex":0.3926158,"about_ca_topic_score_gemma":0.6218845,"teacher_disagreement_score":0.6073842,"about_ca_system_score_codex":0.012824286,"about_ca_system_score_gemma":0.02832503,"threshold_uncertainty_score":0.78066105},"labels":[],"label_agreement":null},{"id":"W2942778223","doi":"10.5539/cis.v12n2p117","title":"Safeguarding the Information Systems in an Organization through Different Technologies, Policies, and Actions","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","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":"Safeguarding; Information security; Information security standards; Workforce; Information system; Information security management; Computer science; Security policy; Information systems security; Knowledge management; Business; Security system; Computer security; Security information and event management; Security service; Management information systems; Cloud computing security; Network security policy; Economic growth; Political science","score_opus":0.012869032455514264,"score_gpt":0.23786449643775126,"score_spread":0.224995463982237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942778223","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":[0.91697234,0.0030808686,0.008366858,0.010396897,0.00006292114,0.00013081677,0.00010798021,0.000110744535,0.060770478],"genre_scores_gemma":[0.9941415,0.0012175777,0.0025373907,0.00048795805,0.00001697282,0.00002420431,0.000034513778,0.0000048620614,0.0015349876],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961254,0.0015836701,0.00036143058,0.0002902094,0.0011300087,0.00050931104],"domain_scores_gemma":[0.9889197,0.0033700888,0.0038781457,0.00091435947,0.0018655494,0.0010521228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033249822,0.00024606482,0.00012250018,0.0011972288,0.0012191347,0.0043044677,0.000388018,0.00088810065,0.0017985197],"category_scores_gemma":[0.0071928683,0.00013982768,0.00019989336,0.0008371095,0.002163218,0.0027601467,0.0011627383,0.00077703904,0.00039898217],"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":[0.00023399851,0.0009756956,0.45831975,0.0016559354,0.00013758319,0.0007289154,0.04802451,0.00440397,0.017829852,0.05363093,0.0053568846,0.40870187],"study_design_scores_gemma":[0.000030179433,0.0012080417,0.68770504,0.0029277087,0.00018581052,0.0015029067,0.08542921,0.0058441064,0.016375758,0.017160645,0.18148768,0.00014291111],"about_ca_topic_score_codex":0.0049700774,"about_ca_topic_score_gemma":0.00477539,"teacher_disagreement_score":0.0049700774,"about_ca_system_score_codex":0.002598998,"about_ca_system_score_gemma":0.004877824,"threshold_uncertainty_score":0.018857181},"labels":[],"label_agreement":null},{"id":"W2944107929","doi":"10.33423/jabe.v20i9.224","title":"Maturity Level of Information Systems Security and Control: A Survey of Companies in Thailand","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","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":"Business; Maturity (psychological); Asset (computer security); Information security management; Information security; Certified Information Security Manager; Control (management); Information system; Position (finance); Stock exchange; Security controls; Industrial organization; Marketing; Security information and event management; Finance; Security service; Computer security; Cloud computing security; Economics; Network security policy; Computer science; Engineering","score_opus":0.023838483556871983,"score_gpt":0.21308002040873317,"score_spread":0.18924153685186118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944107929","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":[0.9983908,0.00014165544,0.000079463476,0.00011565242,0.0000011360862,0.000012174364,0.00016617571,0.0000021631934,0.0010907452],"genre_scores_gemma":[0.99925035,0.00016674901,0.00009200555,0.000027416112,0.0000014734408,0.0000076190627,0.00017012932,7.585657e-7,0.00028356173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871457,0.00025576158,0.00023413732,0.00009117547,0.0004605847,0.0002437024],"domain_scores_gemma":[0.9905037,0.0015213046,0.0043131243,0.00017942289,0.0018351679,0.0016471845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013042948,0.00014009031,0.00012162351,0.0015178011,0.0004947678,0.0012898127,0.00019108955,0.0003193503,0.0013806302],"category_scores_gemma":[0.003950237,0.00020459526,0.00016154087,0.00219778,0.00031417908,0.0011144733,0.00050638244,0.00044662517,0.0002782768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026408698,0.000062821615,0.9901654,0.00003865064,0.0000106133375,0.00018201732,0.002868286,0.00008511177,0.0005112646,0.000081987586,0.00023829835,0.0057291696],"study_design_scores_gemma":[0.000001896607,0.000110035835,0.9911074,0.000024173001,0.0000051350607,0.0002392801,0.0068300855,0.0002724078,0.0002630425,0.000030746196,0.0011066812,0.000009131182],"about_ca_topic_score_codex":0.007157809,"about_ca_topic_score_gemma":0.0077988603,"teacher_disagreement_score":0.007157809,"about_ca_system_score_codex":0.0007795142,"about_ca_system_score_gemma":0.0010399217,"threshold_uncertainty_score":0.014232278},"labels":[],"label_agreement":null},{"id":"W2945040420","doi":"10.1080/23742917.2019.1601889","title":"A review of scientific research in defensive cyberspace operation tools and technologies","year":2019,"lang":"en","type":"review","venue":"Journal of Cyber Security Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":16,"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 Vermont; University Health Network; U.S. Department of Defense","keywords":"Cyberspace; Realm; Order (exchange); Perspective (graphical); Computer security; Emerging technologies; Space (punctuation); Computer science; Engineering ethics; Political science; Data science; The Internet; Engineering; Business; World Wide Web; Law","score_opus":0.09246373310018222,"score_gpt":0.3897052687759629,"score_spread":0.2972415356757807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945040420","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":[0.00012647774,0.99777335,0.00016609971,0.0005536176,0.00029203968,0.0000064869237,0.0000438632,0.000007655691,0.0010303308],"genre_scores_gemma":[0.0006930208,0.9983333,0.00022723114,0.0002680769,0.00018889197,0.0000072319554,0.000040948966,0.0000020244981,0.00023918432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986904,0.0002480666,0.00027817005,0.00020799055,0.0005054071,0.00006993171],"domain_scores_gemma":[0.99391866,0.0038799534,0.0006835464,0.0001210579,0.0012335383,0.00016327792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018995156,0.0010167491,0.001472074,0.009687758,0.0006649779,0.0024652656,0.0010261275,0.0014380018,0.005963884],"category_scores_gemma":[0.0060190037,0.00052756234,0.0010653072,0.01358095,0.00079396286,0.0030945837,0.00089425687,0.0017257697,0.0021051962],"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":[0.00007452447,0.00007683559,0.00059535966,0.11726663,0.00021413292,0.0002345192,0.000442203,0.0005828594,0.0014919243,0.0095937895,0.061934557,0.8074927],"study_design_scores_gemma":[0.000010312889,0.00008543275,0.0024535814,0.06031868,0.00044283882,0.00092274987,0.00034294778,0.00013025572,0.00034770687,0.0038975112,0.93101305,0.000034999124],"about_ca_topic_score_codex":0.0028261798,"about_ca_topic_score_gemma":0.005414878,"teacher_disagreement_score":0.009687758,"about_ca_system_score_codex":0.0015686995,"about_ca_system_score_gemma":0.005533328,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2946267610","doi":"10.22215/timreview837","title":"Cybersecurity Capability Maturity Models for Providers of Critical Infrastructure","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Capability Maturity Model; Critical infrastructure; Maturity (psychological); Critical infrastructure protection; Preparedness; Computer security; Government (linguistics); Information and Communications Technology; Control (management); Business; Risk analysis (engineering); Process management; Computer science","score_opus":0.013472783582967303,"score_gpt":0.27975672949078656,"score_spread":0.26628394590781923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946267610","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":[0.21084279,0.048820343,0.43800953,0.020162418,0.00039062035,0.0010189334,0.004866533,0.0010503839,0.27483845],"genre_scores_gemma":[0.95100987,0.009739694,0.031449974,0.00026080498,0.00011321514,0.00058584334,0.0015553513,0.000062320636,0.00522292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99846905,0.00063392107,0.00008153292,0.00017621946,0.00040160088,0.00023760006],"domain_scores_gemma":[0.98555565,0.00910604,0.0017517885,0.00046276912,0.0026652336,0.00045863652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004811885,0.0009414519,0.0004007106,0.0064194556,0.00045059554,0.0031814778,0.0014351542,0.0014444531,0.0075262366],"category_scores_gemma":[0.021279445,0.00031379174,0.0010327258,0.0050856434,0.0007856446,0.006985513,0.0012305622,0.0020229416,0.0012654732],"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":[0.00006403983,0.00013223819,0.014939057,0.00060104456,0.00013331322,0.00008876893,0.0007893563,0.07004032,0.00031093633,0.77861786,0.01128289,0.12300014],"study_design_scores_gemma":[0.000030045667,0.00015055979,0.020808443,0.0014152966,0.000117091586,0.000243145,0.0014010675,0.2496771,0.0005209749,0.67608565,0.049474813,0.000075735465],"about_ca_topic_score_codex":0.0057421746,"about_ca_topic_score_gemma":0.0037598389,"teacher_disagreement_score":0.0075262366,"about_ca_system_score_codex":0.005988,"about_ca_system_score_gemma":0.002300199,"threshold_uncertainty_score":0.043446183},"labels":[],"label_agreement":null},{"id":"W2947032870","doi":"10.30534/ijatcse/2019/1981.12019","title":"A Hybrid Model for Information Security Risk Assessment","year":2019,"lang":"en","type":"article","venue":"International Journal of Advanced Trends in Computer Science and Engineering","topic":"Information and Cyber Security","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":"Athabasca University","funders":"","keywords":"Risk analysis (engineering); Risk management; Risk assessment; Process (computing); Security management; Computer science; Information security; Information security management; Standard of Good Practice; Perspective (graphical); Process management; Management science; Business; Computer security; Security information and event management; Engineering; Cloud computing security","score_opus":0.006074120690834263,"score_gpt":0.2605778556212038,"score_spread":0.25450373493036954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947032870","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":[0.008528833,0.00037551267,0.9651707,0.0010121545,0.00009961996,0.00008140753,0.00024397316,0.00025943454,0.02422841],"genre_scores_gemma":[0.60874945,0.0011545904,0.35284832,0.000350435,0.00017001468,0.0006784322,0.00056601665,0.00015346809,0.035329293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986687,0.00053592667,0.00007508505,0.00020775049,0.0004140088,0.0000984423],"domain_scores_gemma":[0.99845636,0.000919321,0.0001301614,0.00013288489,0.00027942186,0.00008169969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001856019,0.00089229806,0.00057969237,0.0013864158,0.00065794983,0.0029529808,0.0021552867,0.002125666,0.007528474],"category_scores_gemma":[0.0034528065,0.00036885994,0.0012512697,0.0012652038,0.0010561756,0.0037417982,0.0016698113,0.0018612355,0.0013798263],"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":[0.000050402923,0.000076939315,0.00082250533,0.00009419164,0.000072397976,0.00023013735,0.00029168636,0.39640188,0.00097572245,0.57090586,0.0026096553,0.027468536],"study_design_scores_gemma":[0.000018030707,0.000051705196,0.00018035583,0.00002766891,0.000026003443,0.00010905687,0.000054248365,0.85428065,0.0001690935,0.13680805,0.008254245,0.00002094337],"about_ca_topic_score_codex":0.0051904786,"about_ca_topic_score_gemma":0.0042053736,"teacher_disagreement_score":0.007528474,"about_ca_system_score_codex":0.0017424381,"about_ca_system_score_gemma":0.00172998,"threshold_uncertainty_score":0.025185287},"labels":[],"label_agreement":null},{"id":"W2947473053","doi":"10.25300/misq/2019/14360","title":"What Users Do Besides Problem-Focused Coping When Facing It Security Threats: An Emotionfocused Coping Perspective1","year":2019,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":178,"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":"","keywords":"Coping (psychology); Psychology; Perspective (graphical); Computer security; Computer science; Psychotherapist","score_opus":0.01581553811207363,"score_gpt":0.24952806087100293,"score_spread":0.23371252275892931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947473053","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":[0.959819,0.001923332,0.007063094,0.004795041,0.00007648381,0.000035010195,0.000053332675,0.00002238444,0.02621234],"genre_scores_gemma":[0.99766797,0.00066528155,0.00073380495,0.00040955664,0.000018505825,0.0000115259345,0.000015806998,0.000004317809,0.00047311003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909484,0.0005106569,0.000033318865,0.00008744761,0.000117247284,0.00015646686],"domain_scores_gemma":[0.9978643,0.0009008819,0.00062376086,0.00011706357,0.00019330104,0.00030067726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326894,0.00045298118,0.0002150712,0.00085844897,0.0006725201,0.0028051026,0.0003570794,0.0010461081,0.001344288],"category_scores_gemma":[0.0033072536,0.00018024974,0.00030327743,0.000518428,0.002046344,0.0026426003,0.0010382789,0.0010597182,0.00017474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002714427,0.0007294854,0.4257142,0.000855506,0.0003135351,0.0012267852,0.32397115,0.001486743,0.015301812,0.04322794,0.0030767142,0.18382469],"study_design_scores_gemma":[0.000042557982,0.0008737192,0.6066399,0.00079400116,0.00018431053,0.0020541258,0.31359592,0.0061057652,0.0034825366,0.042833965,0.023241008,0.000152105],"about_ca_topic_score_codex":0.0006370136,"about_ca_topic_score_gemma":0.0010490383,"teacher_disagreement_score":0.0028051026,"about_ca_system_score_codex":0.00048967905,"about_ca_system_score_gemma":0.000461557,"threshold_uncertainty_score":0.0070173144},"labels":[],"label_agreement":null},{"id":"W2947769183","doi":"","title":"Machine learning based Insider Threat Modelling and Detection","year":2019,"lang":"en","type":"article","venue":"Immunotechnology","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"","keywords":"Insider threat; Insider; Computer science; Granularity; Computer security; Government (linguistics); Artificial intelligence; Machine learning; Operating system","score_opus":0.008099389772060086,"score_gpt":0.19821764992946647,"score_spread":0.19011826015740638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947769183","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":[0.061854072,0.00024208364,0.9333665,0.00021938345,0.000031850515,0.00010290595,0.00020390055,0.0024286928,0.0015505872],"genre_scores_gemma":[0.79510385,0.00020768706,0.2019611,0.0001025373,0.000045378016,0.0001351903,0.0005466627,0.000069234266,0.0018283165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99857473,0.00039214926,0.0001083,0.00031744197,0.00048974715,0.000117664305],"domain_scores_gemma":[0.99770564,0.0010915905,0.00034726367,0.00036460703,0.0004258604,0.00006497854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013802154,0.00088748784,0.00095130806,0.0014724517,0.00039797116,0.0014548447,0.0013326019,0.0010350054,0.0011665957],"category_scores_gemma":[0.0039396523,0.00032765456,0.00077769865,0.00069179724,0.000652628,0.002150151,0.0008826963,0.0011991697,0.0006365117],"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":[0.0002268687,0.00035226354,0.010913844,0.00014491072,0.00012492287,0.0002611355,0.00016125954,0.7616186,0.016337292,0.006993855,0.0018975785,0.20096746],"study_design_scores_gemma":[0.0000015145653,0.00002689092,0.0006862056,0.0000046668583,0.0000051198344,0.000034400276,0.00000764677,0.9944764,0.0025984345,0.0018296948,0.00032299574,0.0000060083753],"about_ca_topic_score_codex":0.002426106,"about_ca_topic_score_gemma":0.0021978281,"teacher_disagreement_score":0.002426106,"about_ca_system_score_codex":0.0007829757,"about_ca_system_score_gemma":0.0006255547,"threshold_uncertainty_score":0.0072993636},"labels":[],"label_agreement":null},{"id":"W2948899134","doi":"10.33423/jabe.v20i3.335","title":"Developing a Framework and Methodology for Assessing Cyber Risk for Business Leaders","year":2018,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"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":"Tying; Risk analysis (engineering); Order (exchange); Computer science; Conceptual framework; Risk management; Risk assessment; Business; Computer security; Finance","score_opus":0.09023746852758922,"score_gpt":0.3178927531316122,"score_spread":0.22765528460402296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948899134","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":[0.015181561,0.00035251997,0.9681828,0.0015777483,0.00004386205,0.0015575893,0.00034858513,0.00039577187,0.012359594],"genre_scores_gemma":[0.08597213,0.00025808244,0.91128045,0.00012722521,0.00001859351,0.0012296214,0.00028605564,0.000023836843,0.00080403796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98042333,0.010814904,0.0020605873,0.0014371184,0.0045018587,0.0007621869],"domain_scores_gemma":[0.968663,0.018568207,0.003429405,0.0020502035,0.0062825885,0.0010065538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0261448,0.001431201,0.001174038,0.013764986,0.0029952144,0.01084719,0.0033436094,0.0030940704,0.005265021],"category_scores_gemma":[0.042953946,0.00089133484,0.0015410417,0.007456898,0.0034849772,0.011743482,0.0058567612,0.0024658614,0.0012752704],"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":[0.00008249178,0.00070582214,0.024766656,0.0011909064,0.00018099288,0.0004618726,0.012284017,0.03264412,0.003173829,0.6032835,0.008108618,0.3131172],"study_design_scores_gemma":[0.00014738721,0.0007134586,0.011705006,0.0023708707,0.00017771679,0.0009825641,0.027403936,0.16870241,0.004972016,0.698633,0.08386875,0.0003228456],"about_ca_topic_score_codex":0.0078123994,"about_ca_topic_score_gemma":0.006910351,"teacher_disagreement_score":0.0261448,"about_ca_system_score_codex":0.0052007856,"about_ca_system_score_gemma":0.0129112145,"threshold_uncertainty_score":0.13826859},"labels":[],"label_agreement":null},{"id":"W2952139221","doi":"10.5539/cis.v12n3p1","title":"Information Systems Risk Management: Litterature Review","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":19,"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":"Risk analysis (engineering); Computer science; Risk management; Risk management information systems; Process (computing); Information security management; Information system; Process management; Management information systems; Business; Security information and event management; Finance","score_opus":0.004440685681374462,"score_gpt":0.21126211581224444,"score_spread":0.20682143013086998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952139221","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":[0.0003819818,0.9945615,0.0010057125,0.0010153125,0.00027217148,0.000013450658,0.000036263376,0.000010813186,0.0027027829],"genre_scores_gemma":[0.0031892974,0.9944606,0.0008342451,0.00028504035,0.00049358,0.000015309897,0.00006862009,0.0000070447322,0.000646289],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982528,0.0004317239,0.00034504465,0.0002154279,0.0006707766,0.00008409497],"domain_scores_gemma":[0.988684,0.008171092,0.00086322735,0.00025821125,0.00187342,0.00015014304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028734624,0.00074596965,0.0012851133,0.0069439462,0.00057489634,0.0029064172,0.00089103467,0.0013568302,0.005525564],"category_scores_gemma":[0.007901619,0.00045016644,0.00086872774,0.009622949,0.0009602673,0.0030513492,0.0012013282,0.0015215578,0.0016252362],"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":[0.000037653426,0.000086396765,0.0009520459,0.017228227,0.00014551167,0.00016521467,0.0003708506,0.0011577433,0.0003658257,0.013308692,0.030647611,0.93553424],"study_design_scores_gemma":[0.000010147685,0.00014958948,0.004414645,0.035974033,0.00035399303,0.0016630392,0.0006835896,0.00081804633,0.00052727305,0.015620953,0.939728,0.000056701847],"about_ca_topic_score_codex":0.0032428422,"about_ca_topic_score_gemma":0.003549096,"teacher_disagreement_score":0.0069439462,"about_ca_system_score_codex":0.0014815946,"about_ca_system_score_gemma":0.0033898687,"threshold_uncertainty_score":0.01848483},"labels":[],"label_agreement":null},{"id":"W2963327283","doi":"","title":"UNB 2012 침입탐지 데이터셋 기반의 네트워크 비정상 행위 탐지","year":2018,"lang":"ko","type":"article","venue":"예술인문사회융합멀티미디어논문지","topic":"Information and Cyber Security","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":"Political science","score_opus":0.01490841231467579,"score_gpt":0.24920500769852774,"score_spread":0.23429659538385195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963327283","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":[0.005947515,0.01664471,0.003896811,0.10040896,0.023832574,0.0005475646,0.017760145,0.0012454535,0.8297163],"genre_scores_gemma":[0.058362022,0.006418275,0.009199442,0.03203285,0.0026666478,0.0005503985,0.01149903,0.001024734,0.87824667],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9941466,0.00045530294,0.00022971405,0.00047006708,0.0033960594,0.0013022604],"domain_scores_gemma":[0.9888931,0.0004594941,0.00041165223,0.0004952535,0.007848609,0.001891889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059419875,0.0009227616,0.0006059951,0.0021840835,0.0037404168,0.0074801026,0.001675786,0.0058420184,0.048976853],"category_scores_gemma":[0.014450704,0.0005791727,0.0006098267,0.0018582394,0.0012734861,0.0032106633,0.0020934378,0.006079213,0.023219615],"study_design_candidate":"observational","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":[0.00014123388,0.000050889455,0.0006708701,0.00018395144,0.000010056514,0.00006530087,0.00012578673,0.00028347934,0.0007492807,0.041277483,0.91196334,0.044478305],"study_design_scores_gemma":[0.000008995327,0.000015132936,0.001714874,0.0001450076,0.000005742237,0.000026111087,0.0000590168,0.00010507125,0.0005577701,0.00178977,0.9955503,0.000022274353],"about_ca_topic_score_codex":0.23274866,"about_ca_topic_score_gemma":0.20089266,"teacher_disagreement_score":0.23274866,"about_ca_system_score_codex":0.012606026,"about_ca_system_score_gemma":0.034477685,"threshold_uncertainty_score":0.4627878},"labels":[],"label_agreement":null},{"id":"W2964663482","doi":"","title":"Leaders and Followers Among Security Analysts","year":2006,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Information and Cyber Security","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":"McMaster University","keywords":"Business; Computer security; Political science; Computer science","score_opus":0.007308908521455226,"score_gpt":0.1960138783835769,"score_spread":0.18870496986212168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964663482","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":[0.9865007,0.000053434705,0.006999988,0.00017912482,0.00002872167,0.00038240344,0.0006967343,0.00008174439,0.0050773215],"genre_scores_gemma":[0.9893694,0.000029057317,0.00827367,0.000028157732,0.000027568909,0.00027404143,0.00037282292,0.000007299587,0.0016179638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961926,0.0013561097,0.00035978318,0.0006386993,0.0011172562,0.00033558163],"domain_scores_gemma":[0.9248007,0.045715667,0.013466976,0.0028231654,0.0106199775,0.0025735202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010695528,0.00031484535,0.00029154288,0.0030835278,0.0009491809,0.0010406472,0.0005415546,0.00039840935,0.004208514],"category_scores_gemma":[0.04669812,0.00015235724,0.00024342797,0.001452483,0.0005312263,0.0012859667,0.00096858485,0.00054582936,0.00079978484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035454708,0.000295491,0.9207873,0.00005161361,0.000049167218,0.00008883374,0.005587312,0.001191248,0.0012524119,0.0018793857,0.0017989667,0.06666367],"study_design_scores_gemma":[0.000106983076,0.00086073857,0.94353294,0.000053425287,0.00008352862,0.00019822792,0.008261471,0.03174964,0.005173716,0.0050709047,0.0048135733,0.000094777955],"about_ca_topic_score_codex":0.0048165843,"about_ca_topic_score_gemma":0.00758053,"teacher_disagreement_score":0.010695528,"about_ca_system_score_codex":0.0008260357,"about_ca_system_score_gemma":0.0010897196,"threshold_uncertainty_score":0.056564033},"labels":[],"label_agreement":null},{"id":"W2967229898","doi":"","title":"Reporting Information Security Policy Violations - An Exploratory Study.","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"HEC Montréal","funders":"","keywords":"Computer science; Computer security; Information security; Exploratory research; Business; Internet privacy","score_opus":0.01628913449781448,"score_gpt":0.2736328187633577,"score_spread":0.2573436842655432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967229898","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":[0.99768,0.0000967429,0.00030854155,0.00024628843,0.000011420225,0.00026755908,0.00014635811,0.00000821143,0.0012349162],"genre_scores_gemma":[0.99306667,0.00047217734,0.0016066979,0.001022161,0.00001764067,0.0009869649,0.00031704808,0.000019920115,0.0024908115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970975,0.0016282422,0.0001822731,0.00023370783,0.0003888832,0.0004694257],"domain_scores_gemma":[0.9825021,0.011757798,0.0021825351,0.00067153596,0.0014448655,0.0014412928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00922785,0.0006296668,0.0006869118,0.0015771135,0.004978529,0.003344213,0.001352309,0.0017950371,0.0024533055],"category_scores_gemma":[0.017771408,0.0011989806,0.00042528272,0.0015734776,0.0022335409,0.003535169,0.0023916753,0.0035179697,0.0009982554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016697028,0.004862429,0.119018234,0.0003937946,0.00002719556,0.0019346451,0.85460913,0.00006749851,0.0034079265,0.000741142,0.0012581055,0.013513035],"study_design_scores_gemma":[0.000027253524,0.0014678539,0.074438795,0.00016891053,0.000019665615,0.0007161612,0.9156154,0.00025225672,0.0008122797,0.0002489242,0.006190717,0.000041695683],"about_ca_topic_score_codex":0.0037509797,"about_ca_topic_score_gemma":0.01033192,"teacher_disagreement_score":0.00922785,"about_ca_system_score_codex":0.0013277764,"about_ca_system_score_gemma":0.002991475,"threshold_uncertainty_score":0.048802137},"labels":[],"label_agreement":null},{"id":"W2967436886","doi":"10.55016/ojs/sppp.v12i1.56877","title":"Cyber-attack: What Goes Around, Comes Around!","year":2019,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer security; Computer science","score_opus":0.03207669372326627,"score_gpt":0.2969427587242405,"score_spread":0.2648660650009742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967436886","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022818255,0.11118827,0.0024990642,0.7576318,0.015731944,0.000036098958,0.00032814947,0.00020394112,0.11009897],"genre_scores_gemma":[0.1460875,0.2159068,0.004220481,0.46834975,0.010897602,0.00009676826,0.00073706836,0.0007912832,0.15291269],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899423,0.0023632403,0.00027524316,0.0008445025,0.003922645,0.0026520018],"domain_scores_gemma":[0.9852129,0.0033601406,0.0007405971,0.0009689949,0.0062572686,0.003460045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063856062,0.0015661936,0.0013146688,0.0032654356,0.015050403,0.030332511,0.002139233,0.008569829,0.021542981],"category_scores_gemma":[0.015755348,0.00059928047,0.0007884154,0.004020383,0.03676471,0.036851175,0.0070028203,0.017881803,0.008899318],"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":[0.00005574807,0.00005686376,0.0031757967,0.0009605026,0.000041167725,0.00041077269,0.007478362,0.00015982095,0.00031438033,0.23011446,0.62439775,0.13283437],"study_design_scores_gemma":[0.000004085512,0.000017889479,0.0016164065,0.0015686004,0.000016794877,0.00025976333,0.014008991,0.000055495104,0.00014934759,0.038163308,0.9440919,0.00004740134],"about_ca_topic_score_codex":0.41368544,"about_ca_topic_score_gemma":0.5082281,"teacher_disagreement_score":0.41368544,"about_ca_system_score_codex":0.03681296,"about_ca_system_score_gemma":0.053448353,"threshold_uncertainty_score":0.82255507},"labels":[],"label_agreement":null},{"id":"W2967756907","doi":"10.1080/23800992.2019.1649122","title":"Manipulation through Online Sexual Behavior: Exemplifying the Importance of Human Factor in Intelligence and Counterintelligence in the Big Data Era","year":2019,"lang":"en","type":"article","venue":"The International Journal of Intelligence Security and Public Affairs","topic":"Information and Cyber Security","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":"Université Laval","funders":"","keywords":"Counterintelligence; Cyberspace; Perspective (graphical); The Internet; Population; Computer security; Internet privacy; Computer science; Online and offline; Data science; Psychology; Artificial intelligence; World Wide Web; Sociology","score_opus":0.11234011401798019,"score_gpt":0.33552464952556643,"score_spread":0.22318453550758624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967756907","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":[0.8533393,0.005779783,0.025396558,0.0123305265,0.00030969403,0.00022663534,0.0006944777,0.00010176226,0.10182115],"genre_scores_gemma":[0.99230534,0.0014210842,0.0034537897,0.0007301593,0.00010821245,0.000036695586,0.000084197534,0.000011791396,0.0018486917],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718446,0.0019869534,0.000071610615,0.00018863987,0.00042132352,0.00014707886],"domain_scores_gemma":[0.98521,0.0103031965,0.0019632506,0.0014000097,0.0007291541,0.00039447044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027673787,0.00035173658,0.00026634047,0.0013770878,0.0012410264,0.0029433067,0.0005091575,0.0010699715,0.0033309811],"category_scores_gemma":[0.009704149,0.00012715103,0.0003020983,0.0014693275,0.0032493873,0.002853515,0.0014766938,0.0010437623,0.00028541533],"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":[0.0006187595,0.0007542272,0.5187032,0.0010441443,0.00029819825,0.0040283343,0.05237671,0.0029111651,0.0049805334,0.15904458,0.008178374,0.24706174],"study_design_scores_gemma":[0.00005363673,0.0011595886,0.608278,0.0013602525,0.00023000015,0.0084320605,0.08008234,0.030810205,0.007961505,0.13497612,0.12641306,0.000243229],"about_ca_topic_score_codex":0.0027416444,"about_ca_topic_score_gemma":0.0028026097,"teacher_disagreement_score":0.0033309811,"about_ca_system_score_codex":0.00072868343,"about_ca_system_score_gemma":0.00056685624,"threshold_uncertainty_score":0.014635503},"labels":[],"label_agreement":null},{"id":"W2971648973","doi":"10.1145/3337772","title":"A Game-theoretic Taxonomy and Survey of Defensive Deception for Cybersecurity and Privacy","year":2019,"lang":"en","type":"review","venue":"ACM Computing Surveys","topic":"Information and Cyber Security","field":"Computer Science","cited_by":165,"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":"Army Research Laboratory; Division of Emerging Frontiers in Research and Innovation; York University; U.S. Department of Energy; National Science Foundation","keywords":"Deception; Computer science; Computer security; Taxonomy (biology); Private information retrieval; Honeypot; Internet privacy; Data science; Psychology; Social psychology","score_opus":0.10651327468763365,"score_gpt":0.3306226550611066,"score_spread":0.22410938037347294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971648973","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":[0.0013530893,0.9514778,0.019028133,0.0030976983,0.0004375207,0.00009052192,0.00006243574,0.00003986463,0.02441299],"genre_scores_gemma":[0.026587453,0.95928955,0.008694873,0.0012784745,0.00061220897,0.00016051657,0.00011950224,0.000023244887,0.003234127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997428,0.00092375744,0.00024659466,0.00026371187,0.00094803766,0.00018991064],"domain_scores_gemma":[0.9937464,0.00444801,0.00045393629,0.00024045231,0.000960777,0.00015040119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003446928,0.001787878,0.0014041142,0.008836369,0.0011704062,0.0039002486,0.0020213558,0.003028821,0.0037409305],"category_scores_gemma":[0.007930911,0.0006967922,0.0010947587,0.008830282,0.003417804,0.008166899,0.001789274,0.0037552798,0.001522257],"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":[0.000037250782,0.00015852619,0.001697277,0.009729187,0.000092155606,0.00016677107,0.0009967538,0.0031963417,0.0004247433,0.42868328,0.02127676,0.533541],"study_design_scores_gemma":[0.000023119406,0.0002630308,0.003971927,0.018431962,0.00012628024,0.002051391,0.001754329,0.0057900306,0.0007002926,0.25791112,0.70883167,0.00014495205],"about_ca_topic_score_codex":0.0040387334,"about_ca_topic_score_gemma":0.0036072105,"teacher_disagreement_score":0.008836369,"about_ca_system_score_codex":0.003994755,"about_ca_system_score_gemma":0.0031438174,"threshold_uncertainty_score":0.02898407},"labels":[],"label_agreement":null},{"id":"W2972214170","doi":"10.69554/wxgh2512","title":"An ISO 27001 compliance project for a cyber security service team","year":2019,"lang":"en","type":"article","venue":"Cyber security.","topic":"Information and Cyber Security","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":"Compliance (psychology); Computer security; Service (business); Business; Computer science; Psychology","score_opus":0.022466287988066255,"score_gpt":0.28614678769169444,"score_spread":0.26368049970362817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972214170","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":[0.020638576,0.0013634948,0.3584275,0.014629563,0.006098034,0.020793227,0.003340846,0.009572569,0.56513625],"genre_scores_gemma":[0.07137814,0.002138724,0.54657024,0.0062542125,0.0009772026,0.01576126,0.034806333,0.0044466066,0.31766728],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.91910136,0.024546728,0.004923948,0.0031593323,0.043955855,0.0043127183],"domain_scores_gemma":[0.9349234,0.0034685582,0.0032329592,0.006627892,0.04700297,0.0047440827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06253197,0.0014865014,0.0006942512,0.0043156613,0.0031324464,0.010026488,0.004208916,0.005918392,0.017946752],"category_scores_gemma":[0.04538796,0.0009861684,0.0010626308,0.0034468982,0.002200961,0.0052898605,0.004853169,0.00412707,0.022838524],"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":[0.00040817913,0.0027726074,0.0026633965,0.0010501724,0.000034212844,0.00070147566,0.0028236033,0.0029961842,0.019182622,0.15071598,0.36475238,0.45189917],"study_design_scores_gemma":[0.00013166395,0.0007925838,0.002160298,0.0006308016,0.000019284782,0.0003028512,0.000866354,0.0023012396,0.0042413394,0.00521387,0.9832872,0.000052558527],"about_ca_topic_score_codex":0.011316127,"about_ca_topic_score_gemma":0.0068866825,"teacher_disagreement_score":0.06253197,"about_ca_system_score_codex":0.005950147,"about_ca_system_score_gemma":0.049804658,"threshold_uncertainty_score":0.33070457},"labels":[],"label_agreement":null},{"id":"W2973534469","doi":"10.3917/riges.443.0078","title":"Cybersécurité : misez sur la prévention !","year":2019,"lang":"fr","type":"article","venue":"Gestion","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.011627375607557736,"score_gpt":0.2236945856153086,"score_spread":0.21206721000775086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973534469","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018332509,0.16864698,0.0027378928,0.80242676,0.014051875,0.000024006174,0.0002337116,0.00026079625,0.009784735],"genre_scores_gemma":[0.11100538,0.61376387,0.010781724,0.19783138,0.026668489,0.00016490665,0.0009005569,0.00027125812,0.038612414],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99419034,0.0022813985,0.0003856166,0.000740465,0.0016589648,0.0007431342],"domain_scores_gemma":[0.96712166,0.011498157,0.0018292256,0.0017882315,0.013172799,0.0045900536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012064306,0.0019133578,0.001344108,0.0035687722,0.0035100987,0.011310645,0.001954182,0.009156259,0.028793266],"category_scores_gemma":[0.03365782,0.00072894286,0.0011511313,0.0016685186,0.0056779683,0.015466398,0.005628277,0.016443139,0.011874039],"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":[0.00012293171,0.00012765307,0.004695273,0.0019767156,0.00012646608,0.00028787262,0.0014440943,0.0003925145,0.00063420075,0.03996396,0.49858364,0.4516448],"study_design_scores_gemma":[0.000028005159,0.00019802492,0.0063863387,0.010506118,0.00015637133,0.00072799396,0.0062180026,0.0005581399,0.0007704174,0.039279412,0.9350442,0.00012696495],"about_ca_topic_score_codex":0.019551652,"about_ca_topic_score_gemma":0.023240816,"teacher_disagreement_score":0.028793266,"about_ca_system_score_codex":0.0048550945,"about_ca_system_score_gemma":0.014852412,"threshold_uncertainty_score":0.09632307},"labels":[],"label_agreement":null},{"id":"W2974534360","doi":"10.1093/bioinformatics/btv095","title":"NAIL, a software toolset for inferring, analyzing and visualizing regulatory networks","year":2015,"lang":"en","type":"erratum","venue":"Bioinformatics","topic":"Information and Cyber Security","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":"BC Cancer Agency","funders":"","keywords":"Computer science; Software; Visualization; Data mining; Programming language","score_opus":0.024421380029254532,"score_gpt":0.27085366004537587,"score_spread":0.24643228001612133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974534360","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028564024,0.0022250458,0.7123292,0.008139551,0.048316684,0.00020586386,0.069536135,0.13334538,0.023045795],"genre_scores_gemma":[0.016765984,0.004446121,0.6950988,0.0048676487,0.0019065948,0.00076579035,0.08675569,0.038206905,0.15118642],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823713,0.00021554742,0.0002443409,0.00028120299,0.00094730046,0.00007448452],"domain_scores_gemma":[0.9926783,0.0045868503,0.00026738638,0.00088885514,0.0014248921,0.00015369855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023879306,0.002448909,0.0013418639,0.0048682718,0.0015337514,0.003106999,0.003762392,0.0025827498,0.10538534],"category_scores_gemma":[0.02540666,0.0013544274,0.0012803851,0.003956681,0.00094591506,0.0036207254,0.0021934425,0.00302906,0.029978443],"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":[0.00017324633,0.00003355585,0.0006891493,0.0009181553,0.00004423673,0.00060218835,0.0001626954,0.004731655,0.002542659,0.012692725,0.8802461,0.09716372],"study_design_scores_gemma":[0.000105639425,0.000029796909,0.0005520102,0.00028088424,0.000048901777,0.0006561657,0.00008106943,0.01607468,0.0038284392,0.020149639,0.9581118,0.000080980644],"about_ca_topic_score_codex":0.008985772,"about_ca_topic_score_gemma":0.024260078,"teacher_disagreement_score":0.10538534,"about_ca_system_score_codex":0.0015607302,"about_ca_system_score_gemma":0.0031278965,"threshold_uncertainty_score":0.35254908},"labels":[],"label_agreement":null},{"id":"W2977177268","doi":"10.1007/978-3-031-56326-3","title":"ICT Systems Security and Privacy Protection","year":2024,"lang":"en","type":"book","venue":"IFIP advances in information and communication technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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":"Defence Science and Technology Group; Universidade de Lisboa; Università degli Studi di Milano; Universitetet i Oslo; Queensland University of Technology; Polytechnique Montréal","keywords":"Internet privacy; Computer security; Privacy protection; Information and Communications Technology; Computer science; Business; World Wide Web","score_opus":0.0068794202026732565,"score_gpt":0.23859307113969297,"score_spread":0.2317136509370197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977177268","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":[0.0007714182,0.025426812,0.017215721,0.0031740095,0.0013828775,0.000045528086,0.00013073886,0.00021728956,0.9516356],"genre_scores_gemma":[0.018688416,0.024700433,0.0051703644,0.0011783489,0.0011554194,0.00007946395,0.00018251425,0.0001592001,0.94868577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996793,0.000054229626,0.000008782494,0.000033129712,0.00019178148,0.000032778764],"domain_scores_gemma":[0.9997187,0.00012396974,0.00001886951,0.00006998582,0.000053011776,0.000015452793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028042184,0.0008800552,0.00046875436,0.0010358469,0.0008104522,0.0028034826,0.00046367303,0.0015478255,0.03784796],"category_scores_gemma":[0.0008100615,0.00034381473,0.0002928092,0.001749572,0.0017306332,0.0030905586,0.0011574185,0.0019414657,0.017491544],"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":[0.000017497336,0.000027743681,0.00006451571,0.00020530768,0.000008409537,0.00007906877,0.00027692228,0.0014285181,0.00095199124,0.4525011,0.29946855,0.24497043],"study_design_scores_gemma":[0.0000031086774,0.0000143541065,0.0001538216,0.00014187666,0.0000049039472,0.00018539092,0.00005983422,0.00071010826,0.0004314116,0.13498737,0.86330235,0.000005462636],"about_ca_topic_score_codex":0.0013111583,"about_ca_topic_score_gemma":0.0016919619,"teacher_disagreement_score":0.03784796,"about_ca_system_score_codex":0.0011508053,"about_ca_system_score_gemma":0.0010452409,"threshold_uncertainty_score":0.12661403},"labels":[],"label_agreement":null},{"id":"W2981340892","doi":"10.1007/s11227-019-03028-9","title":"Threats on the horizon: understanding security threats in the era of cyber-physical systems","year":2019,"lang":"en","type":"article","venue":"The Journal of Supercomputing","topic":"Information and Cyber Security","field":"Computer Science","cited_by":81,"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":"Computer security; Computer science; Vulnerability (computing); Asset (computer security); Cyber-physical system; Physical security; Usability; Hacker; Internet privacy","score_opus":0.03878453997431759,"score_gpt":0.26480935664810984,"score_spread":0.22602481667379226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981340892","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":[0.6814596,0.023076793,0.10367177,0.05561079,0.0003936809,0.00023216002,0.00053518626,0.00018148524,0.13483854],"genre_scores_gemma":[0.9875651,0.0036741528,0.007002427,0.0005899531,0.000065539025,0.0000301727,0.0000702489,0.000017276087,0.0009851104],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99783343,0.0011064964,0.00010905445,0.00018306481,0.00050159876,0.00026632368],"domain_scores_gemma":[0.98919034,0.006803495,0.0017637727,0.000570014,0.0010218209,0.0006506453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050478084,0.00062749715,0.00051763747,0.0077833156,0.0028394582,0.009444485,0.00095233193,0.002277308,0.0031289018],"category_scores_gemma":[0.009957283,0.0003999313,0.00046068977,0.0029903627,0.0091362465,0.024650795,0.0053700716,0.0031452645,0.00040304445],"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":[0.00017379902,0.00023949418,0.14130592,0.0011658453,0.00010389262,0.0016409232,0.07173803,0.01144455,0.0016003521,0.64182687,0.007456143,0.12130421],"study_design_scores_gemma":[0.000008093205,0.00014452645,0.048299395,0.001718206,0.00003760086,0.0017721849,0.16584675,0.02863612,0.0007188271,0.6980178,0.054718953,0.000081537604],"about_ca_topic_score_codex":0.0033333485,"about_ca_topic_score_gemma":0.0037478234,"teacher_disagreement_score":0.009444485,"about_ca_system_score_codex":0.0030127,"about_ca_system_score_gemma":0.0026004543,"threshold_uncertainty_score":0.026695728},"labels":[],"label_agreement":null},{"id":"W2982812614","doi":"10.4018/978-1-5225-9570-0.ch025","title":"Security Framework for Supply-Chain Management","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in logistics, operations, and management science book series","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer security; Asset (computer security); Security management; Confidentiality; Security information and event management; Business; Supply chain; Information security; Information security management; Computer science; Process management; Cloud computing security; Cloud computing","score_opus":0.01108421638200019,"score_gpt":0.26251040000340237,"score_spread":0.2514261836214022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982812614","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":[0.0021900916,0.024904992,0.41495562,0.008801257,0.0016491432,0.00035570996,0.00045482372,0.0010124414,0.5456759],"genre_scores_gemma":[0.19428931,0.049235705,0.3648592,0.003953953,0.002710522,0.0013792958,0.0018020394,0.0005331573,0.38123688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878424,0.00026824608,0.000086444146,0.00022807886,0.00050514523,0.0001277564],"domain_scores_gemma":[0.99964917,0.00008477465,0.00003698754,0.000058342714,0.00012490407,0.0000458703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011936397,0.0013819673,0.00052038534,0.0015717585,0.0017026609,0.0051802997,0.0016132961,0.0024401313,0.017991316],"category_scores_gemma":[0.0009842953,0.00044208323,0.00087891717,0.0022019784,0.0027848566,0.0049079596,0.0026823287,0.00332481,0.0071996306],"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":[0.0000026022935,0.0000086771,0.000024876257,0.00005356342,0.0000035707974,0.00005468084,0.000118574135,0.00227619,0.00016477749,0.97450715,0.00822162,0.0145635605],"study_design_scores_gemma":[0.00000593,0.000013715966,0.00006976964,0.0001990706,0.000005923212,0.00014705874,0.00010207924,0.0077141616,0.00017204258,0.5276776,0.46387824,0.000014392589],"about_ca_topic_score_codex":0.005898664,"about_ca_topic_score_gemma":0.0030773748,"teacher_disagreement_score":0.017991316,"about_ca_system_score_codex":0.004356215,"about_ca_system_score_gemma":0.0034267823,"threshold_uncertainty_score":0.060186923},"labels":[],"label_agreement":null},{"id":"W2990105130","doi":"10.5539/cis.v12n4p96","title":"An Improved Stochastic Model for Cybersecurity Risk Assessment","year":2019,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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; Cyberspace; Computer security; Benchmarking; Vulnerability (computing); Dependability; Reliability (semiconductor); Robustness (evolution); Cyber threats; Vulnerability assessment; Countermeasure; Risk assessment; Markov chain; Risk analysis (engineering); Reliability engineering; The Internet; Machine learning; Software engineering","score_opus":0.008666092495279278,"score_gpt":0.26532134179624334,"score_spread":0.25665524930096406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990105130","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":[0.021051962,0.00034089608,0.97154003,0.0004493548,0.00008034294,0.0000686785,0.0004567919,0.00031682086,0.0056951093],"genre_scores_gemma":[0.873164,0.001004567,0.10322592,0.00022765927,0.00016196955,0.00047675284,0.00092831266,0.00014662654,0.020664204],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986248,0.000489258,0.000072117255,0.0002958398,0.00031194478,0.0002060579],"domain_scores_gemma":[0.99741495,0.0015026261,0.00033253402,0.00009731767,0.0005466169,0.00010594728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021295657,0.0012855075,0.0014031985,0.0012516225,0.00058278115,0.0016571142,0.0025004677,0.002019183,0.0047314693],"category_scores_gemma":[0.004713219,0.0007274218,0.00153138,0.0010701081,0.0009701614,0.0021135502,0.0012316463,0.002297997,0.00071298936],"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":[0.000017225173,0.000015292475,0.00031275663,0.000022334736,0.000014800025,0.00003735833,0.000023360484,0.98338205,0.00031023158,0.013293874,0.00031354144,0.0022572046],"study_design_scores_gemma":[0.0000031831319,0.00000885404,0.000062830106,0.0000029340833,0.000005587433,0.000007770414,0.0000026043447,0.9966994,0.000044376553,0.0029349749,0.00022297564,0.0000043930945],"about_ca_topic_score_codex":0.020600405,"about_ca_topic_score_gemma":0.012196642,"teacher_disagreement_score":0.020600405,"about_ca_system_score_codex":0.0019398532,"about_ca_system_score_gemma":0.0022497368,"threshold_uncertainty_score":0.040961027},"labels":[],"label_agreement":null},{"id":"W2994405706","doi":"10.1109/tem.2020.2979832","title":"SOTER: A Playbook for Cybersecurity Incident Management","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Engineering Management","topic":"Information and Cyber Security","field":"Computer Science","cited_by":50,"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":"Incident management; Computer security; Computer science; Incident report; Stakeholder; Incident response; Private sector; Management","score_opus":0.010608344268659827,"score_gpt":0.20049371443205974,"score_spread":0.1898853701633999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994405706","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":[0.004145864,0.00043159857,0.7914238,0.0013330639,0.0007777918,0.0019507789,0.018033613,0.108050376,0.0738532],"genre_scores_gemma":[0.019641602,0.0010419755,0.8418266,0.0007726913,0.00019486427,0.0022745014,0.03567965,0.016324645,0.08224351],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986815,0.00039509387,0.00021265232,0.0001527744,0.00048690898,0.00007111964],"domain_scores_gemma":[0.9956103,0.0020515367,0.00029604582,0.0009134729,0.0007820669,0.00034673623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023153916,0.0020639845,0.00087237416,0.00433754,0.001141861,0.0056169545,0.0031987121,0.0018019642,0.070129745],"category_scores_gemma":[0.007645537,0.001247145,0.0010783225,0.0030519003,0.0009860186,0.008061801,0.0037552586,0.0024379708,0.03142506],"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":[0.00029204114,0.00017933676,0.0009560304,0.0012802443,0.000044003824,0.000561167,0.0028433315,0.007149955,0.0077342815,0.1165352,0.524959,0.33746544],"study_design_scores_gemma":[0.00005677361,0.00006728018,0.00046863523,0.00034029945,0.000014098872,0.00035551895,0.0007025323,0.017285995,0.0029230812,0.01895821,0.9587601,0.00006760995],"about_ca_topic_score_codex":0.0031771422,"about_ca_topic_score_gemma":0.0056068744,"teacher_disagreement_score":0.070129745,"about_ca_system_score_codex":0.0016182624,"about_ca_system_score_gemma":0.002815842,"threshold_uncertainty_score":0.2346074},"labels":[],"label_agreement":null},{"id":"W2996393731","doi":"10.34989/san-2019-32","title":"The Cyber Incident Landscape","year":2021,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Information and Cyber Security","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":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"GRASP; Business; Risk analysis (engineering); Computer security; Environmental resource management; Environmental planning; Computer science; Geography; Economics","score_opus":0.01309641683913672,"score_gpt":0.2574515484521246,"score_spread":0.24435513161298786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996393731","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":[0.25101918,0.0076905554,0.0036032002,0.057182863,0.0003761364,0.0001037584,0.002171657,0.00022339709,0.67762923],"genre_scores_gemma":[0.9605239,0.006664216,0.0010619712,0.0025919764,0.00009718526,0.000024851524,0.0007426236,0.00009905142,0.028194154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99798214,0.00026898066,0.00003978096,0.00016801427,0.00094304694,0.0005980404],"domain_scores_gemma":[0.9976545,0.0003160088,0.0002503932,0.00013009258,0.0011336629,0.0005154858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011762477,0.0002846468,0.00022763641,0.004005424,0.012130993,0.0154240895,0.0011727477,0.0011743216,0.016388567],"category_scores_gemma":[0.004315739,0.0002498025,0.00024995214,0.007064324,0.006972873,0.0046853344,0.0038637582,0.0020534212,0.00092254445],"study_design_candidate":"observational","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":[0.00012073119,0.00009663258,0.05840993,0.00046224333,0.00006249239,0.0034157652,0.047930717,0.006267736,0.0017643204,0.45947543,0.1783378,0.24365632],"study_design_scores_gemma":[0.000006024152,0.00004194359,0.10816763,0.0005182937,0.000024462399,0.00096403685,0.107366785,0.0018347292,0.00034665727,0.041731533,0.73889446,0.00010350898],"about_ca_topic_score_codex":0.78054184,"about_ca_topic_score_gemma":0.876669,"teacher_disagreement_score":0.78054184,"about_ca_system_score_codex":0.03591233,"about_ca_system_score_gemma":0.026649125,"threshold_uncertainty_score":0.44150114},"labels":[],"label_agreement":null},{"id":"W2997601754","doi":"10.4018/ijsssp.2019010101","title":"Designing Sound Security Metrics","year":2019,"lang":"en","type":"article","venue":"International Journal of Systems and Software Security and Protection","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Metric (unit); Security testing; Computer security; Sound (geography); Software security assurance; Computer security model; Security information and event management; Security service; Information security; Cloud computing security; Engineering","score_opus":0.01462974154513465,"score_gpt":0.23768578400843304,"score_spread":0.22305604246329838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997601754","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":[0.009197971,0.0011105489,0.9705887,0.0034734367,0.00035437907,0.0015475173,0.00027364295,0.0013496231,0.012104124],"genre_scores_gemma":[0.076467134,0.0009064588,0.91811323,0.0004042187,0.000118218144,0.0013503196,0.0005463126,0.0005243415,0.0015696768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.92668414,0.03033886,0.009461665,0.0044285282,0.027197747,0.0018889699],"domain_scores_gemma":[0.86146635,0.056897208,0.013268255,0.01940016,0.04623567,0.0027322865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046105277,0.00287579,0.0017540233,0.008820692,0.0029163393,0.00966163,0.0031856543,0.003083012,0.0034768458],"category_scores_gemma":[0.17095853,0.001748087,0.0011707781,0.003464324,0.0056607537,0.018693533,0.0066093886,0.004912967,0.0017498977],"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":[0.000075757554,0.00017807163,0.006061555,0.0018875945,0.00013667489,0.00020184238,0.0016393287,0.029397137,0.006482159,0.705383,0.009303936,0.23925291],"study_design_scores_gemma":[0.00008810099,0.000655505,0.0022934545,0.0020774186,0.00014615203,0.0005391189,0.002126602,0.08983412,0.017180227,0.7241782,0.16064675,0.00023445117],"about_ca_topic_score_codex":0.0028627913,"about_ca_topic_score_gemma":0.0024283829,"teacher_disagreement_score":0.046105277,"about_ca_system_score_codex":0.0045189834,"about_ca_system_score_gemma":0.013288692,"threshold_uncertainty_score":0.24383092},"labels":[],"label_agreement":null},{"id":"W2999194058","doi":"10.1177/0020702019895263","title":"Passwords, pistols, and power plants: An assessment of physical and digital threats targeting Canada’s energy sector","year":2019,"lang":"en","type":"article","venue":"International Journal Canada s Journal of Global Policy Analysis","topic":"Information and Cyber Security","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":true,"ca_institutions":"Carleton University","funders":"","keywords":"Energy sector; Nexus (standard); Suite; Energy security; Terrorism; Business; Public relations; Political science; Computer security; Environmental economics; Engineering; Economics; Renewable energy; Computer science","score_opus":0.004664760834456828,"score_gpt":0.27122911775924574,"score_spread":0.2665643569247889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999194058","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":[0.916195,0.0014595492,0.00071838754,0.0059336964,0.000034386972,0.00023546227,0.0011063087,0.000039607818,0.074277595],"genre_scores_gemma":[0.9930332,0.0013374301,0.0003703179,0.00045630574,0.000006767554,0.00002053183,0.0003469182,0.000008495915,0.00441999],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99512744,0.00046954738,0.00014380814,0.00015323663,0.0029823086,0.0011236544],"domain_scores_gemma":[0.9881357,0.0020140824,0.001502847,0.00034591678,0.0060650483,0.0019364511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018139706,0.00040684565,0.00027079938,0.0056274654,0.010393777,0.004889128,0.0013743142,0.0010764637,0.0029843482],"category_scores_gemma":[0.010191521,0.00027474345,0.000417845,0.009796009,0.004366638,0.0023595528,0.0028577254,0.0015015712,0.00029952067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002941628,0.0002347029,0.7937699,0.00042789272,0.00005962424,0.0011940859,0.05008956,0.0027924674,0.0010497499,0.022768643,0.016386366,0.11093273],"study_design_scores_gemma":[0.00001173076,0.00012187067,0.76315373,0.00025191647,0.000044341232,0.00035739085,0.18256752,0.002887215,0.0006209743,0.0013326216,0.04857889,0.000071838855],"about_ca_topic_score_codex":0.9895042,"about_ca_topic_score_gemma":0.9943473,"teacher_disagreement_score":0.07003067,"about_ca_system_score_codex":0.07003067,"about_ca_system_score_gemma":0.099468976,"threshold_uncertainty_score":0.5081104},"labels":[],"label_agreement":null},{"id":"W3001077026","doi":"10.1503/cmaj.1095841","title":"How hospitals can protect themselves from cyber attack","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Ransom; Hacker; Computer security; Computer science; Health care; Internet privacy; Medical emergency; Medicine; Political science","score_opus":0.010392268979178287,"score_gpt":0.20765601908218376,"score_spread":0.19726375010300548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001077026","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012309137,0.008602962,0.019967074,0.76190555,0.007391556,0.00010423949,0.00015907724,0.0009114728,0.18864894],"genre_scores_gemma":[0.5797522,0.020548696,0.014699768,0.26050436,0.006583046,0.00026567286,0.0003710868,0.00070599443,0.116569184],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893449,0.0039350097,0.0003475819,0.00084840506,0.0027494996,0.0027746025],"domain_scores_gemma":[0.9736602,0.0065598944,0.0020015957,0.0036541896,0.0055997972,0.008524416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009849158,0.0010027016,0.00056762213,0.001635733,0.005763929,0.020432742,0.0025005997,0.010606151,0.03344058],"category_scores_gemma":[0.04605537,0.00070332503,0.00090699905,0.0010490618,0.011110481,0.02170248,0.012652958,0.011847832,0.020141037],"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":[0.00015082702,0.00035212905,0.0058278292,0.00038307693,0.00017225956,0.0006307654,0.0046767765,0.0024780051,0.0008333889,0.26904997,0.56734043,0.14810456],"study_design_scores_gemma":[0.00008075721,0.00020067015,0.0019582293,0.00074473093,0.000083383275,0.0004653592,0.010605045,0.0010838442,0.0010090162,0.27903432,0.70460814,0.0001265034],"about_ca_topic_score_codex":0.007387291,"about_ca_topic_score_gemma":0.007111029,"teacher_disagreement_score":0.03344058,"about_ca_system_score_codex":0.003338999,"about_ca_system_score_gemma":0.011932589,"threshold_uncertainty_score":0.11186993},"labels":[],"label_agreement":null},{"id":"W3005762524","doi":"10.21810/jicw.v2i3.1184","title":"The Dark Age of Online Civil Society","year":2020,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":"Government (linguistics); Civil society; Computer security; Political science; Cyberwarfare; Internet privacy; Law; Business; Computer science; Politics","score_opus":0.038251071891502654,"score_gpt":0.27541605770901384,"score_spread":0.2371649858175112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005762524","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":[0.08006061,0.012413025,0.005836022,0.22498271,0.0023579132,0.000037037455,0.00034997685,0.00019940203,0.6737633],"genre_scores_gemma":[0.93749344,0.007325931,0.0013183644,0.014619472,0.0019854656,0.000055718283,0.00010413338,0.00014774998,0.036949787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99744046,0.001296725,0.000042638778,0.00030090028,0.00055965927,0.0003595831],"domain_scores_gemma":[0.99399394,0.0023308476,0.00053206045,0.0008666044,0.00056826253,0.0017082501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031615018,0.00042342517,0.00033905136,0.002207396,0.010428294,0.018098123,0.00084035145,0.0037996378,0.02478949],"category_scores_gemma":[0.007449057,0.00033821876,0.00020561022,0.0018016427,0.025388662,0.03313339,0.009104358,0.006573161,0.0036192327],"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":[0.00001796871,0.000022445623,0.0005981762,0.00003955502,0.0000027369358,0.00011106658,0.020638475,0.000057479312,0.000117319985,0.9409117,0.022938859,0.014544306],"study_design_scores_gemma":[0.000007718619,0.00001916773,0.0009480845,0.00022321586,0.0000034564862,0.00022846808,0.027588492,0.0002510866,0.00016036916,0.33440918,0.6361398,0.00002096066],"about_ca_topic_score_codex":0.003740554,"about_ca_topic_score_gemma":0.004912328,"teacher_disagreement_score":0.02478949,"about_ca_system_score_codex":0.004200644,"about_ca_system_score_gemma":0.002961422,"threshold_uncertainty_score":0.082929075},"labels":[],"label_agreement":null},{"id":"W3007540926","doi":"10.1093/itnow/bwaa010","title":"Mind the CISOs","year":2020,"lang":"en","type":"article","venue":"ITNOW","topic":"Information and Cyber Security","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":"Theme (computing); Quarter (Canadian coin); Project commissioning; Fish <Actinopterygii>; Mental health; Spring (device); Publishing; Media studies; Sociology; Political science; Psychology; History; Public relations; Law; Engineering; Computer science; World Wide Web; Fishery; Psychiatry; Archaeology; Biology","score_opus":0.020402350498294402,"score_gpt":0.22207604351720747,"score_spread":0.20167369301891308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007540926","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016418905,0.005428027,0.0011144085,0.41668132,0.06262403,0.00002252275,0.00027256165,0.00051340257,0.5117019],"genre_scores_gemma":[0.042096976,0.0053461534,0.0009370679,0.1264027,0.012996946,0.000047756217,0.00029333853,0.00063544355,0.81124365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981021,0.0004005863,0.00009028079,0.00034558904,0.0006983232,0.00036314936],"domain_scores_gemma":[0.99453086,0.0008369798,0.00022240246,0.00052990444,0.0022570335,0.0016229477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020304527,0.00049621897,0.00037383198,0.0010416608,0.005770885,0.01254241,0.00082502444,0.003464997,0.12934731],"category_scores_gemma":[0.011791003,0.0002668814,0.00031723283,0.00082335086,0.002713523,0.0053883665,0.0039012288,0.009923807,0.04482234],"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":[0.000019604473,0.000007910809,0.00020896288,0.000037476235,0.0000025335173,0.00007908594,0.00036686476,0.000023173414,0.00008390673,0.04038501,0.9401135,0.01867191],"study_design_scores_gemma":[0.0000021812552,0.0000031851782,0.00011372494,0.00007912734,0.0000013902597,0.000029820838,0.0004919298,0.000019608451,0.00005709861,0.0031574073,0.9960408,0.0000036151532],"about_ca_topic_score_codex":0.012787828,"about_ca_topic_score_gemma":0.017783796,"teacher_disagreement_score":0.12934731,"about_ca_system_score_codex":0.003285777,"about_ca_system_score_gemma":0.0049253656,"threshold_uncertainty_score":0.43270987},"labels":[],"label_agreement":null},{"id":"W3007746048","doi":"10.26417/ejef.v4i1.p46-63","title":"Determining the Probability of Cyberattacks","year":2020,"lang":"en","type":"article","venue":"European Journal of Formal Sciences and Engineering","topic":"Information and Cyber Security","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":"Université Laval","funders":"","keywords":"Computer security; Computer science; Identification (biology); Information security; Risk analysis (engineering); Business","score_opus":0.02284685637808491,"score_gpt":0.2045903779990265,"score_spread":0.1817435216209416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007746048","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":[0.291308,0.000489415,0.7029484,0.00035203368,0.000040103198,0.00009594181,0.00021357584,0.00050727284,0.0040452206],"genre_scores_gemma":[0.96558213,0.00016495679,0.03351405,0.000019203264,0.000021681517,0.000030774565,0.00014104902,0.00002966427,0.0004964999],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99623066,0.0013078634,0.00027024935,0.0007101744,0.0011733231,0.00030769664],"domain_scores_gemma":[0.9392409,0.049116343,0.005106578,0.0028295247,0.0029403635,0.00076639035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039343005,0.0007529796,0.0007761166,0.003929912,0.00056667556,0.0021274812,0.0010067885,0.0012854518,0.0022207566],"category_scores_gemma":[0.04023472,0.00046853212,0.00080564787,0.0014548121,0.001374667,0.0031959931,0.0012647983,0.0013457381,0.0003456273],"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":[0.0004299544,0.0002054962,0.087327614,0.00026641882,0.00020742872,0.00032786423,0.00036632104,0.7546415,0.008396415,0.052246384,0.00096114463,0.094623454],"study_design_scores_gemma":[0.0000052824003,0.00010788358,0.011502507,0.0000403533,0.000029105337,0.00022223844,0.000115662406,0.95791095,0.0063171247,0.023146579,0.0005572679,0.000045051722],"about_ca_topic_score_codex":0.0017159275,"about_ca_topic_score_gemma":0.00092905824,"teacher_disagreement_score":0.0039343005,"about_ca_system_score_codex":0.00096717896,"about_ca_system_score_gemma":0.0008699234,"threshold_uncertainty_score":0.02080679},"labels":[],"label_agreement":null},{"id":"W3010823622","doi":"10.1108/ics-11-2018-0128","title":"An activity theory approach to information security non-compliance","year":2020,"lang":"en","type":"article","venue":"Information and Computer Security","topic":"Information and Cyber Security","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":"HEC Montréal","funders":"","keywords":"Variety (cybernetics); Compliance (psychology); Originality; Field (mathematics); Through-the-lens metering; Value (mathematics); Information security; Task (project management); Computer science; Knowledge management; Psychology; Computer security; Lens (geology); Social psychology; Engineering; Economics; Management; Artificial intelligence","score_opus":0.014000162111370342,"score_gpt":0.23141878402936975,"score_spread":0.2174186219179994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010823622","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":[0.050797522,0.0020191255,0.7709337,0.011140339,0.00023242041,0.00046129272,0.00017089902,0.0001561917,0.16408855],"genre_scores_gemma":[0.9044809,0.0011948379,0.0865379,0.0005844611,0.0001276295,0.00074038224,0.00011880198,0.000035981357,0.0061790706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98901284,0.008234058,0.00045800986,0.0008188755,0.001100665,0.00037544934],"domain_scores_gemma":[0.98303336,0.012244102,0.0014866033,0.0014115782,0.001261577,0.0005626521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006866011,0.00073807116,0.0005766516,0.003309282,0.0014326457,0.004825241,0.0016204673,0.0016320135,0.004360173],"category_scores_gemma":[0.010577078,0.00039265346,0.0011451686,0.0025073658,0.010371127,0.0052291467,0.0026777799,0.0024091469,0.00044266577],"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":[0.000010985498,0.00006419403,0.0024106717,0.00009796825,0.000019238072,0.000079360645,0.0026317667,0.0030834258,0.0001375491,0.98021084,0.0004319513,0.010822222],"study_design_scores_gemma":[0.000026382255,0.000093171046,0.0021373113,0.00029813824,0.000026507241,0.00020635703,0.0037963772,0.023001332,0.00032030497,0.9487669,0.021299738,0.000027410868],"about_ca_topic_score_codex":0.002991503,"about_ca_topic_score_gemma":0.0019530933,"teacher_disagreement_score":0.006866011,"about_ca_system_score_codex":0.0046782037,"about_ca_system_score_gemma":0.0043823305,"threshold_uncertainty_score":0.03631133},"labels":[],"label_agreement":null},{"id":"W3011752356","doi":"10.18280/ijsse.100107","title":"A Risk-Based Framework to Inform Prioritisation of Security Investment for Insider Threats","year":2020,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Insider threat; Insider; Computer security; Risk analysis (engineering); Investment (military); Business; Computer science; Political science","score_opus":0.01217496123213273,"score_gpt":0.2481751309248513,"score_spread":0.23600016969271856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011752356","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":[0.006650968,0.0007074481,0.9635588,0.0046293857,0.00011568858,0.00044711307,0.0005235903,0.00040279937,0.022964243],"genre_scores_gemma":[0.25539735,0.000909923,0.73821074,0.00041358772,0.0001250138,0.0005065537,0.0005587863,0.000101259255,0.003776865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9909383,0.004511665,0.0007094472,0.0010954358,0.0020174442,0.0007277331],"domain_scores_gemma":[0.98287326,0.009759788,0.0020761683,0.0010016026,0.0031594813,0.0011297408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015767466,0.0027155317,0.0012612363,0.007925578,0.0022685444,0.009900938,0.0035497353,0.003793668,0.0087664705],"category_scores_gemma":[0.023089012,0.0010704257,0.002240802,0.0038531208,0.004109974,0.008672751,0.00511527,0.0040003597,0.0012181811],"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":[0.0000830205,0.00019914575,0.004148439,0.00034391353,0.00015189765,0.0005929907,0.0014820069,0.33610046,0.0012755902,0.58685213,0.006331981,0.062438466],"study_design_scores_gemma":[0.000043004475,0.00015402904,0.0013082447,0.00045932594,0.00010807469,0.0003119482,0.0013310432,0.5002595,0.0010203039,0.4640557,0.03082786,0.00012095067],"about_ca_topic_score_codex":0.016663594,"about_ca_topic_score_gemma":0.023499522,"teacher_disagreement_score":0.016663594,"about_ca_system_score_codex":0.0077672,"about_ca_system_score_gemma":0.010493907,"threshold_uncertainty_score":0.083387375},"labels":[],"label_agreement":null},{"id":"W3012221366","doi":"10.1109/ecrime47957.2019.9037597","title":"Control and Understanding in Malware and Legitimate Software","year":2019,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Malware; Computer science; Control (management); Software; Computer security; Operating system; Artificial intelligence","score_opus":0.012568950453114095,"score_gpt":0.2103881513540743,"score_spread":0.1978192009009602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012221366","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":[0.9861646,0.0002600096,0.0050307433,0.0006040471,0.000009423872,0.000030323106,0.0000059526888,0.000022082842,0.0078727845],"genre_scores_gemma":[0.9985852,0.00009328701,0.00078300684,0.00006474176,0.0000034905297,0.000011097494,0.000011308519,0.0000076158935,0.0004402064],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99344134,0.003333287,0.0002249781,0.0005575844,0.001843743,0.0005989669],"domain_scores_gemma":[0.9761237,0.01639791,0.0039138496,0.0012104957,0.0013996359,0.00095438684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005262517,0.00078955665,0.0003958536,0.0029751798,0.0019316374,0.007688099,0.00092056446,0.0023035991,0.0020853172],"category_scores_gemma":[0.03612772,0.0005955992,0.0008118447,0.000595194,0.009255976,0.012345352,0.0043331455,0.0032118661,0.00016276899],"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":[0.00018091591,0.00041954,0.051923666,0.00017736256,0.000042859814,0.0004694151,0.87846416,0.0010137843,0.0067295874,0.03380157,0.0005217691,0.026255345],"study_design_scores_gemma":[0.000060789658,0.0006871112,0.12005338,0.0004958409,0.00013879505,0.0027054963,0.74151784,0.023224313,0.0066401875,0.0830665,0.021122474,0.00028719864],"about_ca_topic_score_codex":0.004080972,"about_ca_topic_score_gemma":0.0024560075,"teacher_disagreement_score":0.007688099,"about_ca_system_score_codex":0.0026227043,"about_ca_system_score_gemma":0.001259504,"threshold_uncertainty_score":0.027831197},"labels":[],"label_agreement":null},{"id":"W3012765539","doi":"10.5539/ies.v13n5p13","title":"Student Learning Outcomes (SLOs) and Assessment of Cybersecurity Body of Knowledge (BOK): Evaluation &amp; Challenges","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Information and Cyber Security","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":"Government (linguistics); Curriculum; Coaching; Workforce; Workforce development; Engineering management; Computer security; Computer science; Knowledge management; Public relations; Business; Engineering; Political science; Management; Psychology; Pedagogy","score_opus":0.12189641688662539,"score_gpt":0.45928546677875903,"score_spread":0.33738904989213364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012765539","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":[0.9614444,0.0016638277,0.008764107,0.0018800366,0.00020433514,0.0028303335,0.0009998215,0.00011165761,0.022101516],"genre_scores_gemma":[0.98979574,0.00052562956,0.0052546468,0.00014933727,0.00003856906,0.002100382,0.00043888896,0.000024336709,0.0016723761],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9188766,0.042437088,0.0070354473,0.0019373802,0.027887166,0.0018262549],"domain_scores_gemma":[0.8619344,0.06251877,0.0157505,0.0070892563,0.04739694,0.005310137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05797926,0.00058839563,0.0012833825,0.0034370732,0.0011817197,0.0052813515,0.0015468171,0.000966968,0.00224656],"category_scores_gemma":[0.1037621,0.00028546213,0.0016651009,0.0035895668,0.0019944913,0.003785157,0.0031910874,0.001371701,0.00075718615],"study_design_candidate":"qualitative","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":[0.0020625803,0.0065691005,0.52324,0.0022790418,0.00065213186,0.00008983773,0.007778721,0.0012954399,0.0011216847,0.0034041912,0.0030256792,0.44848165],"study_design_scores_gemma":[0.000522368,0.022540577,0.89910024,0.0033510164,0.00081918,0.00024039352,0.03095623,0.011420162,0.01038158,0.00524823,0.015176534,0.0002434876],"about_ca_topic_score_codex":0.0028045373,"about_ca_topic_score_gemma":0.004693966,"teacher_disagreement_score":0.05797926,"about_ca_system_score_codex":0.0030872193,"about_ca_system_score_gemma":0.0050432533,"threshold_uncertainty_score":0.30662727},"labels":[],"label_agreement":null},{"id":"W3014981859","doi":"10.6028/nist.sp.1900-203","title":"Global City Teams Challenge Public Safety SuperCluster progress report 2018-2019","year":2020,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Engineering Laboratory; Partenariat Canadien Contre Le Cancer; George Mason University; U.S. Department of Homeland Security","keywords":"Supercluster (genetic); Business","score_opus":0.038474793446040136,"score_gpt":0.29102914114955236,"score_spread":0.2525543477035122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014981859","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":[0.011402834,0.0011661728,0.017521758,0.047002826,0.0077455756,0.0026480241,0.14737175,0.008980475,0.75616056],"genre_scores_gemma":[0.047868326,0.0017412914,0.016575739,0.007325275,0.0009942711,0.0028817707,0.2196416,0.0042063147,0.69876546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945298,0.0006644129,0.00008920484,0.0003096475,0.0034807601,0.0009263093],"domain_scores_gemma":[0.9890732,0.0010729474,0.00038375365,0.0009194107,0.0065334877,0.002017173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009952559,0.0012033255,0.0006666931,0.0018075041,0.0025620782,0.0038634534,0.002082495,0.0028469476,0.10530228],"category_scores_gemma":[0.009008838,0.0004106553,0.00061095355,0.00118326,0.0014030406,0.0030716353,0.003974976,0.003551679,0.09381987],"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":[0.00014635305,0.00011134792,0.00033196935,0.000076252494,0.0000075931275,0.000030772495,0.00006743849,0.00037582844,0.0007430827,0.0057091145,0.9821728,0.010227512],"study_design_scores_gemma":[0.00011871089,0.00028524527,0.00155589,0.00014360524,0.00001489267,0.000030412179,0.000415962,0.0012660265,0.0025846718,0.002722202,0.9908372,0.000025254189],"about_ca_topic_score_codex":0.032292034,"about_ca_topic_score_gemma":0.049617797,"teacher_disagreement_score":0.10530228,"about_ca_system_score_codex":0.0030090427,"about_ca_system_score_gemma":0.022217497,"threshold_uncertainty_score":0.3522712},"labels":[],"label_agreement":null},{"id":"W3015880843","doi":"10.5121/csit.2020.100305","title":"Ontology-based Model for Security Assessment: Predicting Cyberattacks Through Threat Activity Analysis","year":2020,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Laval","funders":"","keywords":"Computer science; Ontology; Computer security","score_opus":0.040360706907761806,"score_gpt":0.31514907756512606,"score_spread":0.2747883706573643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015880843","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":[0.031588607,0.00066229264,0.9513375,0.0014724564,0.00016546158,0.00033646784,0.0025791205,0.0015127304,0.0103453845],"genre_scores_gemma":[0.47904277,0.0017410006,0.5083687,0.0002673696,0.000108835105,0.0005866191,0.00430818,0.00013075778,0.0054457663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991792,0.00019904239,0.0000907779,0.0001778566,0.0002761617,0.00007690002],"domain_scores_gemma":[0.9991321,0.00039417142,0.00009843099,0.000098973745,0.00021537456,0.00006106039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009354522,0.00080157927,0.00053559087,0.0021794206,0.0007159308,0.0024009426,0.0014181209,0.0011315208,0.0021956156],"category_scores_gemma":[0.002879328,0.00026909198,0.0013636643,0.0018113995,0.000598137,0.0027823616,0.0011841857,0.0012146663,0.0009208578],"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":[0.00033000423,0.00097239675,0.028437512,0.00088273885,0.0006866407,0.0011929643,0.0018248017,0.43657428,0.011308896,0.17900328,0.015658146,0.32312843],"study_design_scores_gemma":[0.000019695008,0.00006000388,0.003600326,0.000111143425,0.0001636319,0.00020035489,0.00023500202,0.91210485,0.0017289906,0.065445386,0.016280212,0.00005039547],"about_ca_topic_score_codex":0.016790448,"about_ca_topic_score_gemma":0.018828629,"teacher_disagreement_score":0.016790448,"about_ca_system_score_codex":0.0013211954,"about_ca_system_score_gemma":0.0025245275,"threshold_uncertainty_score":0.033385456},"labels":[],"label_agreement":null},{"id":"W3016717485","doi":"10.1007/s10664-020-09814-x","title":"Using machine learning to assist with the selection of security controls during security assessment","year":2020,"lang":"en","type":"article","venue":"Empirical Software Engineering","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"Operationalization; Computer science; Security information and event management; Security controls; Computer security model; Computer security; Context (archaeology); Security service; Security testing; Cloud computing security; Security engineering; Security through obscurity; Security domain; Standard of Good Practice; Security convergence; Information security; Risk analysis (engineering); Software security assurance; Control (management); Artificial intelligence; Business; Cloud computing; Network security policy","score_opus":0.01568697951433107,"score_gpt":0.26038288969559326,"score_spread":0.2446959101812622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016717485","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":[0.35455605,0.00027867584,0.62729204,0.0008791965,0.00011696455,0.0003079044,0.00032085672,0.0049342453,0.011314031],"genre_scores_gemma":[0.9005856,0.00004510627,0.09795949,0.000069102716,0.000013217469,0.000051393934,0.00014345137,0.000057931014,0.0010747649],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981345,0.0009907791,0.00013604847,0.0002626698,0.00034763536,0.0001283413],"domain_scores_gemma":[0.98828095,0.0076938216,0.0011942589,0.0006420561,0.0019165769,0.0002722988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00346741,0.0007287365,0.0005030538,0.0019740616,0.0005725651,0.0016639513,0.00069219334,0.0008384075,0.0033921266],"category_scores_gemma":[0.02062868,0.00025391104,0.000261142,0.00058900495,0.00033090965,0.0014334121,0.0007324985,0.0010642892,0.0010180983],"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":[0.0008597159,0.0011391831,0.071217656,0.00019910277,0.00014336049,0.00019510007,0.0008409146,0.113423005,0.025242077,0.004393025,0.006040513,0.77630633],"study_design_scores_gemma":[0.000045815617,0.00017154294,0.013538145,0.000056406327,0.00003410714,0.000068839196,0.00022230383,0.96002036,0.017604187,0.0064378376,0.001759151,0.000041355925],"about_ca_topic_score_codex":0.0038334175,"about_ca_topic_score_gemma":0.006346856,"teacher_disagreement_score":0.0038334175,"about_ca_system_score_codex":0.0006019461,"about_ca_system_score_gemma":0.0012711649,"threshold_uncertainty_score":0.018337667},"labels":[],"label_agreement":null},{"id":"W3025355503","doi":"10.2196/15880","title":"Good News and Bad News About Incentives to Violate the Health Insurance Portability and Accountability Act (HIPAA): Scenario-Based Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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":"National Science Foundation","keywords":"Health Insurance Portability and Accountability Act; Accountability; Incentive; Protected health information; Business; Health care; Actuarial science; Public relations; Accounting; Economics; Health policy; Law; Political science","score_opus":0.015602525715830656,"score_gpt":0.3034867933439655,"score_spread":0.28788426762813485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025355503","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":[0.99873024,0.000022120877,0.00024063805,0.00018093342,0.000009139546,0.00026315238,0.00012452414,0.0000040846594,0.00042514308],"genre_scores_gemma":[0.996114,0.00020970289,0.0012001202,0.00055106194,0.000023373206,0.0010226561,0.00019671021,0.000005714374,0.00067660585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99603444,0.0023889814,0.00036301467,0.0002650542,0.00034215,0.0006063475],"domain_scores_gemma":[0.978324,0.012582987,0.0042206636,0.0005691183,0.0019971782,0.002306009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00899958,0.0005521886,0.00051156234,0.0012403588,0.0017219696,0.0018457087,0.0005000355,0.0018483422,0.0031298462],"category_scores_gemma":[0.022071978,0.00068164716,0.0006849542,0.000734252,0.0012497087,0.0019767834,0.0012857114,0.0023927665,0.00073255185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006818183,0.011861272,0.69599116,0.00077163335,0.00016597686,0.0018902866,0.25759596,0.0010599977,0.002185099,0.001140491,0.0055248514,0.021131441],"study_design_scores_gemma":[0.00027750654,0.011948247,0.5038633,0.00042372578,0.00009850684,0.0015157672,0.4590331,0.0050731553,0.0014329005,0.00067804556,0.015375459,0.00028024867],"about_ca_topic_score_codex":0.0024505544,"about_ca_topic_score_gemma":0.0028660751,"teacher_disagreement_score":0.00899958,"about_ca_system_score_codex":0.0015484027,"about_ca_system_score_gemma":0.0012530616,"threshold_uncertainty_score":0.047594905},"labels":[],"label_agreement":null},{"id":"W3027059415","doi":"10.36742/2410-0919-2020-1-7","title":"UNIVERSITY CYBER SECURITY AS A METHOD FOR ANTI-FISHING FRAUD","year":2020,"lang":"en","type":"article","venue":"The economic discourse","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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":"Phishing; Cyberspace; Computer security; Computer science; Internet privacy; Business; The Internet; World Wide Web","score_opus":0.015335486129702348,"score_gpt":0.265431490081843,"score_spread":0.25009600395214066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027059415","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":[0.09495568,0.025450764,0.27045998,0.04982623,0.008161644,0.0019174508,0.0013234776,0.0023802521,0.54552454],"genre_scores_gemma":[0.6490786,0.011724577,0.2323151,0.0043173917,0.0016340653,0.0012618212,0.00045162006,0.0003008946,0.09891596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98471373,0.009984222,0.000749663,0.000670606,0.0035088297,0.00037292534],"domain_scores_gemma":[0.98358077,0.009283253,0.0016865042,0.0024186692,0.0024208475,0.0006098731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008559103,0.00072030514,0.0003741445,0.0061891526,0.0027449501,0.007394661,0.0011578337,0.0016726522,0.015492203],"category_scores_gemma":[0.018942662,0.000319424,0.0006499977,0.00426866,0.006352262,0.0074409097,0.0037776271,0.0021987506,0.0032421197],"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":[0.00015422372,0.00016809658,0.011362972,0.0010577788,0.000046381094,0.00056653365,0.013891547,0.0012180854,0.0014683978,0.45176882,0.04801221,0.470285],"study_design_scores_gemma":[0.00002691515,0.00035777735,0.010472498,0.0021808613,0.000053923784,0.0017963577,0.011402773,0.004692192,0.0036123362,0.09720287,0.86808974,0.000111763045],"about_ca_topic_score_codex":0.0011474349,"about_ca_topic_score_gemma":0.0011836208,"teacher_disagreement_score":0.015492203,"about_ca_system_score_codex":0.0033280305,"about_ca_system_score_gemma":0.0029636729,"threshold_uncertainty_score":0.051826596},"labels":[],"label_agreement":null},{"id":"W3027282887","doi":"10.1109/tsc.2020.2996382","title":"Joint Pricing and Security Investment in Cloud Security Service Market With User Interdependency","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Services Computing","topic":"Information and Cyber Security","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; York University","funders":"Nanyang Technological University; National Research Foundation","keywords":"Cloud computing security; Cloud computing; Computer security; Stackelberg competition; Computer science; Security service; Service (business); Security controls; Business; Information security; Control (management); Economics; Marketing","score_opus":0.012123469707542975,"score_gpt":0.21488624050409233,"score_spread":0.20276277079654936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027282887","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":[0.41244876,0.0020594248,0.5239138,0.005113055,0.00024027225,0.00043588312,0.0005319911,0.0003563313,0.05490043],"genre_scores_gemma":[0.98636997,0.0004025231,0.005558878,0.00010979064,0.00006294947,0.00010116674,0.000048674763,0.000023140949,0.007322888],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99581474,0.0014981666,0.00012843219,0.0007635187,0.00057789363,0.0012172331],"domain_scores_gemma":[0.9950376,0.0028151996,0.0008734865,0.00023523408,0.00046695056,0.00057146593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004260425,0.0017086432,0.0028821293,0.001144554,0.0016385075,0.0051997937,0.0030333109,0.005124424,0.010411271],"category_scores_gemma":[0.01102908,0.0016048828,0.0025155619,0.0012505458,0.0030547425,0.00754543,0.0025609478,0.004378317,0.0007454381],"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":[0.00042168229,0.00030303342,0.0050679944,0.00022777132,0.00017870986,0.0019483614,0.00033123785,0.5292263,0.0025784813,0.44509658,0.0026230072,0.011996883],"study_design_scores_gemma":[0.000057721725,0.00013673649,0.0010697235,0.000021755808,0.000076218115,0.00020245457,0.000172261,0.9137571,0.00035117826,0.08313186,0.00095768576,0.00006534213],"about_ca_topic_score_codex":0.007784097,"about_ca_topic_score_gemma":0.0042162626,"teacher_disagreement_score":0.010411271,"about_ca_system_score_codex":0.0042077666,"about_ca_system_score_gemma":0.0032580225,"threshold_uncertainty_score":0.03482914},"labels":[],"label_agreement":null},{"id":"W303197554","doi":"","title":"Major Events Coordinated Security Solutions: The Application of the Project Management Body of Knowledge for Managing a Science and Technology Project","year":2011,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Project management; OPM3; Project management triangle; Project charter; Engineering management; Program management; Extreme project management; Engineering; Business; Systems engineering","score_opus":0.02126686288710808,"score_gpt":0.27112454293735033,"score_spread":0.24985768005024225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W303197554","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":[0.17560917,0.0015006025,0.3799488,0.11076444,0.0008626593,0.0034033575,0.00025421937,0.002656558,0.32500017],"genre_scores_gemma":[0.5749416,0.0015255696,0.40478593,0.0026408455,0.0002177659,0.0009228851,0.00030309556,0.0002337087,0.014428628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96869063,0.016549313,0.0022820658,0.0014789986,0.00921014,0.0017889484],"domain_scores_gemma":[0.93225306,0.026863227,0.007534201,0.011352352,0.014017408,0.00797974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04735293,0.00039025513,0.00033527406,0.005830138,0.0052052382,0.017077904,0.0026799033,0.0031724204,0.0032687928],"category_scores_gemma":[0.058841724,0.00063163345,0.0005013747,0.0036686012,0.00537896,0.010651747,0.010466424,0.003843325,0.001028667],"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":[0.00008477842,0.0011912182,0.021494525,0.00047957423,0.00007024585,0.00073988753,0.038143836,0.004065937,0.002467739,0.098244965,0.03773147,0.7952858],"study_design_scores_gemma":[0.0002013579,0.0012058292,0.046548992,0.004808601,0.00019261222,0.0012454524,0.08914571,0.038926043,0.009247948,0.11873333,0.6892867,0.000457435],"about_ca_topic_score_codex":0.0085129365,"about_ca_topic_score_gemma":0.012516994,"teacher_disagreement_score":0.04735293,"about_ca_system_score_codex":0.008424776,"about_ca_system_score_gemma":0.04918252,"threshold_uncertainty_score":0.2504292},"labels":[],"label_agreement":null},{"id":"W3035741495","doi":"10.5121/ijnsa.2020.12301","title":"Ontology-based Model for Security Assessment: Predicting Cyberattacks through Threat Activity Analysis","year":2020,"lang":"en","type":"article","venue":"International Journal of Network Security & Its Applications","topic":"Information and Cyber Security","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":"Université Laval","funders":"","keywords":"Computer security; Ontology; Computer science","score_opus":0.0304845139970437,"score_gpt":0.3301237728008202,"score_spread":0.2996392588037765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035741495","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":[0.033326533,0.00071270316,0.94895786,0.001467632,0.00017396372,0.0003632717,0.0027896059,0.0016625138,0.0105459355],"genre_scores_gemma":[0.4950838,0.0017751488,0.49190235,0.00026797378,0.000109194494,0.0006228664,0.0045730616,0.00012784406,0.0055377022],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917066,0.00019189113,0.00009380029,0.000179862,0.00028547418,0.00007828337],"domain_scores_gemma":[0.9991573,0.0003745203,0.00009733606,0.00009303261,0.00021747866,0.000060387672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090409606,0.00080832234,0.0005351066,0.0022109225,0.00069972384,0.0023554259,0.0014712443,0.0011334184,0.002178043],"category_scores_gemma":[0.0027664143,0.00026428193,0.0013577932,0.0018290117,0.00055607007,0.0027239758,0.0011964935,0.0012102275,0.00091402954],"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":[0.00034575077,0.0010113338,0.029334178,0.00092791,0.0007002332,0.0013167593,0.0018522888,0.437941,0.012132065,0.16502616,0.016196562,0.3332157],"study_design_scores_gemma":[0.00001932645,0.000060202667,0.0035882872,0.00010950141,0.0001638105,0.00021022937,0.0002315637,0.9202918,0.0017429508,0.057484206,0.016048709,0.00004933695],"about_ca_topic_score_codex":0.016754104,"about_ca_topic_score_gemma":0.01842527,"teacher_disagreement_score":0.016754104,"about_ca_system_score_codex":0.0013055048,"about_ca_system_score_gemma":0.002504734,"threshold_uncertainty_score":0.033313155},"labels":[],"label_agreement":null},{"id":"W3036270494","doi":"10.1007/s10664-021-09951-x","title":"Lags in the release, adoption, and propagation of npm vulnerability fixes","year":2021,"lang":"en","type":"article","venue":"Empirical Software Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":56,"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":"Japan Society for the Promotion of Science","keywords":"Vulnerability (computing); Empirical research; Vulnerability assessment; Software release life cycle; Software","score_opus":0.014491196281586089,"score_gpt":0.246677101234731,"score_spread":0.2321859049531449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036270494","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":[0.9964606,0.00021359592,0.0014496873,0.00013612611,0.0000127631,0.000022356551,0.00030273994,0.00009207933,0.0013101548],"genre_scores_gemma":[0.99828243,0.000093815535,0.00087037147,0.000022825237,0.000009412539,0.00001531314,0.000309985,0.000025484433,0.00037037907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99504745,0.0010055862,0.00058247615,0.0011024337,0.0018050458,0.00045717074],"domain_scores_gemma":[0.8436761,0.08021709,0.050201606,0.010103846,0.012427659,0.003373737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061271903,0.0003371657,0.00023859016,0.0027990497,0.0005388293,0.0017931849,0.00067855185,0.0005433052,0.0025029464],"category_scores_gemma":[0.080709,0.00043279462,0.0002745829,0.0021456103,0.0008582196,0.0022529252,0.0012504488,0.0018507976,0.0005273364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014748893,0.00011844731,0.9603855,0.00012435742,0.00006503028,0.00045126837,0.0034599386,0.0020287759,0.0032216082,0.0009985489,0.00088930165,0.028109673],"study_design_scores_gemma":[0.000007086343,0.00015727161,0.99010414,0.000061082006,0.000022012498,0.00031928346,0.0021020256,0.0035567817,0.0012026455,0.0005091762,0.001924584,0.00003393351],"about_ca_topic_score_codex":0.0048001097,"about_ca_topic_score_gemma":0.006686732,"teacher_disagreement_score":0.0061271903,"about_ca_system_score_codex":0.00088035746,"about_ca_system_score_gemma":0.0007297366,"threshold_uncertainty_score":0.032404065},"labels":[],"label_agreement":null},{"id":"W3036476678","doi":"10.5281/zenodo.3749468","title":"Examining the Effect of Victimization Experience on Fear of Cybercrime: University Students' Experience of Credit/Debit Card Fraud","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cybercrime; Credit card; Debit card; Psychology; Criminology; Credit card fraud; Computer security; Internet privacy; Business; The Internet; Computer science; Finance; Payment; World Wide Web","score_opus":0.027289235069103395,"score_gpt":0.24213097226607225,"score_spread":0.21484173719696886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036476678","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":[0.99940264,0.00003942178,0.000014328898,0.00010147052,0.0000057815464,0.000010072365,0.000024586046,9.707495e-7,0.0004007175],"genre_scores_gemma":[0.999238,0.00012098368,0.00004964043,0.00005481871,0.000006946405,0.000024627427,0.000050350456,0.0000010915724,0.00045356984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986029,0.0005524454,0.00013031664,0.00008540915,0.0002516141,0.00037718477],"domain_scores_gemma":[0.9920602,0.0022641052,0.0024085953,0.0003954662,0.000682765,0.0021889252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024615512,0.00043746014,0.00047736036,0.0014403872,0.0023077542,0.003809453,0.0009069017,0.00089452695,0.0056406385],"category_scores_gemma":[0.008558496,0.00044778513,0.0011147886,0.000993742,0.0017738594,0.0018785925,0.003507343,0.002398275,0.00063755113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015443076,0.0017707736,0.95804167,0.000077224766,0.00007676694,0.00021083557,0.028141813,0.00007770645,0.00039190528,0.00020896275,0.0006038579,0.010244093],"study_design_scores_gemma":[0.000008674283,0.0006322343,0.936336,0.000082952225,0.000048770213,0.00016279948,0.061296992,0.00017466099,0.00030718284,0.000079909376,0.00084616954,0.000023575638],"about_ca_topic_score_codex":0.014038379,"about_ca_topic_score_gemma":0.025736267,"teacher_disagreement_score":0.014038379,"about_ca_system_score_codex":0.0016247891,"about_ca_system_score_gemma":0.0023817478,"threshold_uncertainty_score":0.027913332},"labels":[],"label_agreement":null},{"id":"W3037033628","doi":"10.1111/1911-3838.12220","title":"Cybersecurity Disclosure by the Companies on the S&amp;P/TSX 60 Index","year":2020,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Information and Cyber Security","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Accounting; Proxy (statistics); Business; Corporate governance; XBRL; Index (typography); Computer security; Finance; Computer science","score_opus":0.01933984661620487,"score_gpt":0.2404139142608091,"score_spread":0.22107406764460424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037033628","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":[0.9786475,0.00027132613,0.00012349042,0.0007761953,0.00002528771,0.000082491664,0.0035308262,0.000028787024,0.016514149],"genre_scores_gemma":[0.9932908,0.0003662686,0.00042499977,0.00012392036,0.000033998727,0.000042092433,0.0023385535,0.000008685437,0.0033706417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99361837,0.00063129154,0.0004946014,0.00027955562,0.0044328636,0.00054336415],"domain_scores_gemma":[0.94489044,0.012022726,0.023807656,0.0020809642,0.014517618,0.0026806584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031830298,0.00017853887,0.00017998528,0.0062284986,0.0012268546,0.002915944,0.0005015953,0.00034061828,0.0022273127],"category_scores_gemma":[0.025469271,0.00013005464,0.00018117228,0.008448842,0.0010314476,0.0010297088,0.0016346726,0.00059255544,0.00030778826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015518011,0.000071748844,0.92392814,0.00020225623,0.000035844827,0.00017916928,0.011177504,0.00043017522,0.0020681096,0.002844726,0.00925732,0.04964979],"study_design_scores_gemma":[0.0000045754728,0.000032541593,0.97047293,0.00012030493,0.000014254587,0.00007224077,0.007064869,0.00056185323,0.0011018201,0.00014656832,0.020379817,0.000028089957],"about_ca_topic_score_codex":0.25219288,"about_ca_topic_score_gemma":0.2236652,"teacher_disagreement_score":0.74780715,"about_ca_system_score_codex":0.008074344,"about_ca_system_score_gemma":0.0101659,"threshold_uncertainty_score":0.50144994},"labels":[],"label_agreement":null},{"id":"W3041823297","doi":"10.7290/ijns060108","title":"Challenges and Opportunities for Sharing Threat Information with Radioactive Materials Operators","year":2020,"lang":"en","type":"article","venue":"International Journal of Nuclear Security","topic":"Information and Cyber Security","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":"Canadian Nuclear Safety Commission","funders":"","keywords":"Confidentiality; Computer security; Information sharing; Set (abstract data type); Business; Information security; Enforcement; National security; State (computer science); Law enforcement; Information security management; Computer science; Internet privacy; Risk analysis (engineering); Knowledge management; Security information and event management; Cloud computing security; Law; Political science","score_opus":0.0512920911315608,"score_gpt":0.25763702286129275,"score_spread":0.20634493172973195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041823297","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":[0.16151117,0.0044525955,0.23604529,0.46995878,0.0015341623,0.0009940154,0.00010420256,0.00080753246,0.12459227],"genre_scores_gemma":[0.83330095,0.0048529003,0.12976307,0.013784716,0.00058902375,0.00048945786,0.00018568015,0.00025694486,0.016777297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.93682504,0.04211979,0.003113497,0.0032031802,0.011387129,0.0033513415],"domain_scores_gemma":[0.90997803,0.047588274,0.010086124,0.010327471,0.016212111,0.0058079483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.059386335,0.00070572126,0.00058358966,0.0017384504,0.0112041505,0.017046172,0.0047992445,0.010319436,0.0045691035],"category_scores_gemma":[0.06904785,0.0009527644,0.0010552492,0.001488568,0.007612704,0.031186964,0.011742078,0.007845393,0.001654591],"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":[0.00026204623,0.0010568937,0.030911546,0.001566336,0.00017751426,0.007927673,0.173554,0.01382583,0.009900176,0.29098234,0.062510304,0.40732536],"study_design_scores_gemma":[0.000053460953,0.00061574305,0.0058689197,0.002385401,0.00008922306,0.0071539716,0.3207605,0.024559665,0.0054537454,0.22416407,0.40847275,0.00042257694],"about_ca_topic_score_codex":0.0041824225,"about_ca_topic_score_gemma":0.0033633919,"teacher_disagreement_score":0.059386335,"about_ca_system_score_codex":0.003638387,"about_ca_system_score_gemma":0.011793765,"threshold_uncertainty_score":0.31406868},"labels":[],"label_agreement":null},{"id":"W3042666497","doi":"10.1007/s10207-020-00515-6","title":"A quantitative assessment of security risks based on a multifaceted classification approach","year":2020,"lang":"en","type":"article","venue":"International Journal of Information Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Risk assessment; Cryptography; Computer security","score_opus":0.057148925102027785,"score_gpt":0.34718467355789323,"score_spread":0.29003574845586544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042666497","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":[0.3798257,0.0008959157,0.5992882,0.0011600188,0.00010251413,0.000794819,0.0011571135,0.00048225067,0.016293408],"genre_scores_gemma":[0.8160408,0.00021479807,0.18153787,0.00006553157,0.000034703728,0.00023945344,0.00048154275,0.000019948373,0.0013654398],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99381715,0.0016609282,0.00047103007,0.0004385432,0.0031996628,0.000412598],"domain_scores_gemma":[0.9849635,0.0068718614,0.0028733134,0.0010296691,0.003694909,0.0005668564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006422958,0.0011898691,0.00074579904,0.011260414,0.0011016079,0.003201864,0.0010427793,0.0010607657,0.0025216737],"category_scores_gemma":[0.014225033,0.00027656526,0.0013316231,0.0038382025,0.0009491542,0.0037222109,0.001975602,0.0012333984,0.0003964068],"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":[0.0007959456,0.0013525896,0.24251966,0.0009948371,0.0008024638,0.00036138808,0.0028602497,0.06911732,0.027792733,0.08181103,0.003850548,0.5677412],"study_design_scores_gemma":[0.00007268258,0.001746326,0.19591613,0.0005982508,0.0007048418,0.00083788764,0.0039575705,0.666622,0.009977286,0.1130932,0.0061647124,0.00030912654],"about_ca_topic_score_codex":0.002867006,"about_ca_topic_score_gemma":0.0029270046,"teacher_disagreement_score":0.011260414,"about_ca_system_score_codex":0.0019835464,"about_ca_system_score_gemma":0.001989773,"threshold_uncertainty_score":0.03396821},"labels":[],"label_agreement":null},{"id":"W3044909455","doi":"","title":"The Economics of Malware: Problem Description, Literature Review and Preliminary Research Design","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Institute on Governance","funders":"","keywords":"Computer science; Malware; Data science; Epistemology; Management science; Positive economics; Sociology; Computer security; Economics; Philosophy","score_opus":0.04440522837589932,"score_gpt":0.29398278922013565,"score_spread":0.24957756084423632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044909455","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":[0.17904949,0.43810093,0.2129871,0.07965297,0.0007719978,0.0030839858,0.006866255,0.00020899207,0.07927816],"genre_scores_gemma":[0.58013475,0.3220814,0.0746525,0.0053383154,0.0023105515,0.0023905179,0.003223948,0.00007242056,0.009795531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99682754,0.0017632036,0.0002003055,0.0004562087,0.0004798496,0.00027277757],"domain_scores_gemma":[0.95453227,0.04135891,0.0015213523,0.00038421666,0.0019620922,0.00024120416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052276715,0.0017587127,0.002716162,0.008936214,0.0015241606,0.0066260025,0.0020577896,0.00388926,0.008265142],"category_scores_gemma":[0.020823605,0.00097114436,0.0014654882,0.010384741,0.002902062,0.00649514,0.0013627316,0.0023794433,0.001078491],"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":[0.0006415472,0.0026617271,0.024316777,0.02166628,0.0007536656,0.0017003848,0.00085545867,0.07024783,0.0015893885,0.5712669,0.024836171,0.2794639],"study_design_scores_gemma":[0.0002736701,0.00081410975,0.020149464,0.00727904,0.0012232254,0.00207286,0.005826015,0.094784215,0.002891095,0.7928449,0.07157138,0.0002699069],"about_ca_topic_score_codex":0.00824188,"about_ca_topic_score_gemma":0.0076665096,"teacher_disagreement_score":0.008936214,"about_ca_system_score_codex":0.00461595,"about_ca_system_score_gemma":0.005910122,"threshold_uncertainty_score":0.033491194},"labels":[],"label_agreement":null},{"id":"W3046623661","doi":"","title":"COVID-19 & Cyber Security Challenges US, Canada & Korea","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Globalization; Vulnerability (computing); The Internet; Cyber threats; Business; Information and Communications Technology; International security; Cyberwarfare; Principal (computer security); Computer security; Political science; Economic growth; Computer science; Economics; Public administration","score_opus":0.013741416212709759,"score_gpt":0.2285262635311437,"score_spread":0.21478484731843395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046623661","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03434543,0.015891496,0.00079698605,0.59063524,0.002463806,0.00008324644,0.0007356555,0.00010639039,0.35494182],"genre_scores_gemma":[0.4977241,0.04015622,0.0035935256,0.13197568,0.00086495915,0.000093074384,0.001300255,0.00023276864,0.3240594],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99549794,0.00036971146,0.00012112959,0.00037806947,0.0019054279,0.0017277864],"domain_scores_gemma":[0.986767,0.00094645045,0.0004263241,0.00027753267,0.0053560683,0.0062266574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003518304,0.00053636485,0.00031531815,0.0018108125,0.016065309,0.0134921055,0.0016028404,0.003955163,0.019650292],"category_scores_gemma":[0.0050831563,0.0003401685,0.00044626815,0.0027605311,0.0074393186,0.00511651,0.004697848,0.0069971234,0.0020695264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000347716,0.000058591217,0.006801933,0.0002092892,0.000014677351,0.001055237,0.0055244137,0.000534714,0.00031440976,0.32582858,0.58071655,0.07890678],"study_design_scores_gemma":[0.000006389147,0.000013682313,0.005563307,0.00022452562,0.000008242552,0.00030622855,0.019457597,0.00028147994,0.00023871449,0.014741746,0.9591106,0.00004743361],"about_ca_topic_score_codex":0.9042434,"about_ca_topic_score_gemma":0.9452962,"teacher_disagreement_score":0.09575659,"about_ca_system_score_codex":0.05516842,"about_ca_system_score_gemma":0.17453158,"threshold_uncertainty_score":0.40027678},"labels":[],"label_agreement":null},{"id":"W3047105104","doi":"10.24989/ocg.338.13","title":"Cyber Security Master's degrees in the United Kingdom: a comparative analysis","year":2020,"lang":"en","type":"article","venue":"Central and Eastern European eDem and eGov Days","topic":"Information and Cyber Security","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":"Royal Holloway, University of London; University of Surrey; Queen's University; Cranfield University; Newcastle University; University of Oxford; Queen's University Belfast; University of Southampton","keywords":"Information security; Certified Information Systems Security Professional; Thematic analysis; Higher education; Political science; National security; Kingdom; Computer security; Public relations; Security service; Computer science; Sociology; Network security policy; Qualitative research","score_opus":0.0677767822169542,"score_gpt":0.248146552781024,"score_spread":0.18036977056406978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047105104","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":[0.93351406,0.027444977,0.00011411067,0.0021149337,0.000118236785,0.000037391103,0.0013000541,0.000012164747,0.03534409],"genre_scores_gemma":[0.98915535,0.0064833798,0.00005945312,0.00020251425,0.000015320034,0.00001559836,0.00045301078,0.000009517371,0.0036059094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939633,0.0016027164,0.0006819562,0.00050166727,0.0017439065,0.0015064428],"domain_scores_gemma":[0.9818094,0.005614249,0.0038061452,0.00037128452,0.0048500383,0.0035488948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024282006,0.00024874206,0.00063985033,0.00775721,0.0018780634,0.0039079348,0.0006493738,0.0006800094,0.008242507],"category_scores_gemma":[0.014576304,0.00029202524,0.00026262866,0.016185049,0.0010854454,0.001666403,0.0029418068,0.00065616827,0.0008951545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016412757,0.00028305379,0.5675618,0.0044453195,0.00022219412,0.00402737,0.14113776,0.0005279826,0.001751807,0.016845841,0.02109603,0.24045953],"study_design_scores_gemma":[0.000019170999,0.00013427538,0.8814617,0.0010073584,0.000030689058,0.0005258315,0.06579996,0.000062451596,0.00019926617,0.000087003806,0.050653245,0.00001905767],"about_ca_topic_score_codex":0.18035524,"about_ca_topic_score_gemma":0.38361153,"teacher_disagreement_score":0.18035524,"about_ca_system_score_codex":0.012163414,"about_ca_system_score_gemma":0.004772576,"threshold_uncertainty_score":0.35861093},"labels":[],"label_agreement":null},{"id":"W3047594096","doi":"10.1109/access.2020.3015855","title":"Risk, Trust, and Bias: Causal Regulators of Biometric-Enabled Decision Support","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Information and Cyber Security","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de la Défense Nationale; Defence Research and Development Canada","keywords":"Biometrics; Computer science; Computer security","score_opus":0.03792598667183453,"score_gpt":0.29065137922125633,"score_spread":0.25272539254942183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047594096","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":[0.10337913,0.002406064,0.8335665,0.024263358,0.00027649093,0.000456929,0.00042152478,0.0005717869,0.03465823],"genre_scores_gemma":[0.9502874,0.00077679695,0.046599533,0.0007740209,0.00017417771,0.00029265883,0.00007402129,0.00004797041,0.0009733056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9453314,0.036072794,0.0025174536,0.0045758025,0.009534373,0.0019682893],"domain_scores_gemma":[0.6848437,0.24646744,0.0351292,0.015682995,0.015297746,0.0025789994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.045099612,0.0012964124,0.0011620041,0.003785357,0.0022547524,0.009331887,0.0018315424,0.003811987,0.0040183556],"category_scores_gemma":[0.20827353,0.0009849304,0.0013552906,0.0021576725,0.01007645,0.010739271,0.0053113787,0.0044060745,0.00038938032],"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":[0.00029961034,0.00021061914,0.022937933,0.00035494508,0.0003340731,0.00034285872,0.0026834225,0.038933028,0.0011952453,0.8779193,0.0019535732,0.052835442],"study_design_scores_gemma":[0.0000669475,0.0001057572,0.004898834,0.00016493704,0.00015323996,0.00014704626,0.000708647,0.07197601,0.0011246694,0.9170383,0.003509369,0.00010635972],"about_ca_topic_score_codex":0.005508289,"about_ca_topic_score_gemma":0.0022282847,"teacher_disagreement_score":0.045099612,"about_ca_system_score_codex":0.0056106052,"about_ca_system_score_gemma":0.0050670174,"threshold_uncertainty_score":0.2385124},"labels":[],"label_agreement":null},{"id":"W3049227678","doi":"10.1145/3389684","title":"Time-based Gap Analysis of Cybersecurity Trends in Academic and Digital Media","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Management Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Perplexity; Computer science; Field (mathematics); Social media; Data science; Computer security; World Wide Web; Artificial intelligence; Language model","score_opus":0.025039288114416556,"score_gpt":0.24708589171645387,"score_spread":0.22204660360203732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049227678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783644,0.0010367923,0.013420238,0.00030829682,0.000056999274,0.00009845445,0.0021419274,0.00022207756,0.0043507763],"genre_scores_gemma":[0.9902154,0.0003419357,0.006504893,0.000022703127,0.00006988476,0.0001408294,0.002106617,0.000037181548,0.0005605363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849904,0.0003129137,0.00022571605,0.00028207566,0.000495591,0.00018463706],"domain_scores_gemma":[0.98434305,0.008763347,0.0029577692,0.000700309,0.0028125658,0.00042299312],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0027922848,0.0003527307,0.00044800073,0.015701557,0.0006895997,0.0022607173,0.00039474605,0.00051605975,0.0015208421],"category_scores_gemma":[0.0158971,0.00016947635,0.00042801318,0.0114669595,0.0005238166,0.003717888,0.001545793,0.0005618862,0.00054164336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014153568,0.0003180636,0.62036353,0.0014007122,0.00028933008,0.0011381739,0.0261475,0.007490741,0.016766403,0.014641315,0.0051279194,0.30490097],"study_design_scores_gemma":[0.000030717125,0.0004572561,0.8638675,0.00024472328,0.00021623322,0.0012326539,0.025439003,0.072477624,0.0066231787,0.011528497,0.017789654,0.00009285567],"about_ca_topic_score_codex":0.0023103433,"about_ca_topic_score_gemma":0.0024141404,"teacher_disagreement_score":0.9972077,"about_ca_system_score_codex":0.0006777902,"about_ca_system_score_gemma":0.00062082603,"threshold_uncertainty_score":0.01476717},"labels":[],"label_agreement":null},{"id":"W3082414976","doi":"10.1145/3400043.3400046","title":"Organizational Adoption of Information Security Solutions","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Business; Innovation diffusion; Knowledge management; Robustness (evolution); Information security; Information system; Information technology; Diffusion of innovations; Survey data collection; Marketing; Computer science; Political science; Computer security","score_opus":0.02131257217750533,"score_gpt":0.2565815728399101,"score_spread":0.2352690006624048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082414976","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":[0.99395835,0.00010603691,0.0007099668,0.00036615942,0.0000037497316,0.000017299191,0.00002393813,0.000006842044,0.0048075775],"genre_scores_gemma":[0.9991954,0.000091037735,0.0004860625,0.000028667939,0.0000038528997,0.0000064637256,0.000023288403,9.814391e-7,0.0001644332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951579,0.002308543,0.00041017565,0.00040299815,0.0012988063,0.00042158313],"domain_scores_gemma":[0.97676784,0.010424083,0.007782601,0.0014976918,0.0026775585,0.0008502754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035542108,0.00015938324,0.00013406326,0.001573229,0.00069125846,0.0021107602,0.0003517002,0.0005922542,0.0012932824],"category_scores_gemma":[0.019292332,0.00017938355,0.0003000311,0.001032964,0.00072931254,0.0014186564,0.00131415,0.00059895584,0.00015012757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005179375,0.00033391218,0.8887379,0.00015796589,0.00011554847,0.00011960437,0.01214702,0.0016454568,0.002116071,0.007362788,0.0003723088,0.08683963],"study_design_scores_gemma":[0.000017086417,0.00041354087,0.96371377,0.00017369026,0.00006596822,0.00020858282,0.018477036,0.0050263624,0.0017353934,0.003202833,0.0069334493,0.000032160584],"about_ca_topic_score_codex":0.0024045238,"about_ca_topic_score_gemma":0.0042535285,"teacher_disagreement_score":0.0035542108,"about_ca_system_score_codex":0.0010727018,"about_ca_system_score_gemma":0.0014331534,"threshold_uncertainty_score":0.018796682},"labels":[],"label_agreement":null},{"id":"W3083229721","doi":"10.25334/q46f12","title":"MathBench Population Dynamics Module Activity","year":2018,"lang":"en","type":"article","venue":"QUBES","topic":"Information and Cyber Security","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 the Fraser Valley","funders":"","keywords":"Population; Dynamics (music); Computer science; Medicine; Physics","score_opus":0.009458347200868248,"score_gpt":0.24253861341719393,"score_spread":0.2330802662163257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083229721","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":[0.010639886,0.00084143865,0.078637615,0.008496,0.0028409634,0.0010825909,0.039527807,0.04431519,0.8136184],"genre_scores_gemma":[0.040988885,0.0017387455,0.096297465,0.0042566736,0.0013421448,0.0018509264,0.042565927,0.012072037,0.79888725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994855,0.000060770668,0.000026759975,0.000116523384,0.0002484429,0.00006198663],"domain_scores_gemma":[0.9971571,0.00085240975,0.00018189102,0.00029325546,0.0010250586,0.00049029716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073093857,0.0019857283,0.0010853213,0.0017231962,0.0006610822,0.003272404,0.0031082237,0.0014071285,0.49096233],"category_scores_gemma":[0.005692996,0.00060491316,0.0012738439,0.001158489,0.00029381315,0.003263909,0.002915736,0.00201698,0.22905943],"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":[0.000098041695,0.0003034473,0.0011763995,0.0003278672,0.000009793007,0.00014894515,0.00015899888,0.0018431622,0.0013131321,0.012251637,0.85131073,0.13105784],"study_design_scores_gemma":[0.000075055876,0.00013576743,0.0023177594,0.0002796526,0.000014766275,0.0002696697,0.00019092305,0.005200149,0.003496121,0.03355655,0.9544275,0.000036139707],"about_ca_topic_score_codex":0.0012641853,"about_ca_topic_score_gemma":0.0024764827,"teacher_disagreement_score":0.49096233,"about_ca_system_score_codex":0.001379463,"about_ca_system_score_gemma":0.0020335026,"threshold_uncertainty_score":0.7260804},"labels":[],"label_agreement":null},{"id":"W3083350651","doi":"10.1109/tetc.2022.3155272","title":"Evaluating the Security and Economic Effects of Moving Target Defense Techniques on the Cloud","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Emerging Topics in Computing","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Cloud computing; Computer science; Attack surface; Redundancy (engineering); Cloud computing security; Computer security; Context (archaeology); Distributed computing; Virtual machine; Reliability (semiconductor); Operating system","score_opus":0.019093294719530543,"score_gpt":0.2884894916182485,"score_spread":0.26939619689871797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083350651","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":[0.9426606,0.0010636126,0.04616412,0.00072427565,0.00005887575,0.00021300022,0.00012956304,0.00008819386,0.008897744],"genre_scores_gemma":[0.99299216,0.00024347463,0.006399757,0.000025441508,0.0000133580315,0.00002245488,0.000026802614,0.000008458111,0.0002681408],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973901,0.0012923602,0.00007588842,0.00016304015,0.00058164063,0.00049707154],"domain_scores_gemma":[0.98229367,0.013608511,0.0015907314,0.00097013067,0.0010100375,0.0005267803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047845654,0.0012728883,0.00075050956,0.0013997969,0.0006229574,0.0013128758,0.00091956725,0.0009481735,0.0011965887],"category_scores_gemma":[0.0130656315,0.00029126008,0.0005842925,0.0013693417,0.0013646407,0.0026968343,0.0013803317,0.0011577201,0.00009049881],"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":[0.00036766118,0.00024384007,0.0038735594,0.00007757705,0.00007745692,0.000069384216,0.000015438776,0.9699715,0.003087676,0.005198301,0.00027460422,0.016743034],"study_design_scores_gemma":[0.00003607442,0.0011011382,0.0025453628,0.000014691549,0.000061102626,0.000037493293,0.00007164348,0.9899983,0.0032627857,0.002614975,0.00024153748,0.000014800663],"about_ca_topic_score_codex":0.0053115273,"about_ca_topic_score_gemma":0.0048448485,"teacher_disagreement_score":0.0053115273,"about_ca_system_score_codex":0.0027060374,"about_ca_system_score_gemma":0.0018185101,"threshold_uncertainty_score":0.025303543},"labels":[],"label_agreement":null},{"id":"W3090030079","doi":"10.18280/isi.250410","title":"Reliability Analysis of Risk Model Metrics Based on Business Approach in Information Security","year":2020,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Reliability (semiconductor); Computer science; Information security; Risk analysis (engineering); Reliability engineering; Computer security; Business; Engineering","score_opus":0.014188546818336844,"score_gpt":0.21729981453334882,"score_spread":0.20311126771501198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090030079","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":[0.4881207,0.0013816246,0.49093434,0.001184565,0.00018817405,0.00062436546,0.0006410807,0.0011721477,0.015752936],"genre_scores_gemma":[0.9358508,0.00027019627,0.061878406,0.00003749621,0.000029727446,0.00037506066,0.0005307973,0.00008889655,0.0009387017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98025346,0.007747826,0.001513196,0.001221149,0.008657951,0.00060644763],"domain_scores_gemma":[0.9198227,0.03574809,0.0076408694,0.008522331,0.027501011,0.00076507346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015960777,0.0010694661,0.00069779536,0.0048510134,0.0007170772,0.0023714313,0.00086579705,0.0007730349,0.00108717],"category_scores_gemma":[0.0892708,0.00043785857,0.0012053979,0.0033443086,0.0008996959,0.0030024312,0.0015183513,0.001287539,0.00037961552],"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":[0.0007258957,0.0006640187,0.31484914,0.0011911162,0.0009929609,0.0005249465,0.006761616,0.18052827,0.017371396,0.06739775,0.0067355405,0.40225738],"study_design_scores_gemma":[0.000058014477,0.0017456292,0.19156522,0.00053402624,0.00043745275,0.0007644635,0.002438349,0.7364508,0.016022857,0.0387768,0.010933812,0.00027260816],"about_ca_topic_score_codex":0.0037843753,"about_ca_topic_score_gemma":0.0023707289,"teacher_disagreement_score":0.015960777,"about_ca_system_score_codex":0.0020259588,"about_ca_system_score_gemma":0.002170524,"threshold_uncertainty_score":0.084409714},"labels":[],"label_agreement":null},{"id":"W3109456428","doi":"10.21810/jicw.v3i2.2410","title":"Decoded Launch Roundtable","year":2020,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Citation; Computer science; Operations research; Political science; Library science; Engineering; World Wide Web","score_opus":0.05216724997010999,"score_gpt":0.2797909903535531,"score_spread":0.2276237403834431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109456428","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":[0.0009872694,0.0020663252,0.0024098132,0.034033667,0.056980856,0.00039655282,0.008894853,0.0027312376,0.8914994],"genre_scores_gemma":[0.0034044806,0.00057095505,0.00066826976,0.004311497,0.0016616253,0.00010820381,0.0026049688,0.00094409403,0.9857259],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750745,0.00023265489,0.00006211379,0.00022880448,0.0014611485,0.000507791],"domain_scores_gemma":[0.9941427,0.0004566026,0.00014148856,0.00044584405,0.0028285207,0.0019848645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023188265,0.0015073237,0.0006575744,0.0017461277,0.0055869524,0.013832562,0.002025611,0.0049754875,0.62716776],"category_scores_gemma":[0.009845477,0.00076965115,0.00091089105,0.0010018268,0.00151062,0.0060238987,0.00805515,0.008133598,0.40085822],"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":[0.000033600318,0.000010252591,0.00004889899,0.000019491172,0.0000013714949,0.00005027029,0.000031604395,0.000033818018,0.00007360769,0.003927155,0.9879424,0.007827649],"study_design_scores_gemma":[0.0000060199914,0.000008640436,0.00012766698,0.000023265013,7.0562515e-7,0.000014453705,0.000062810686,0.000026313708,0.00006717108,0.00056240725,0.99909365,0.000007023218],"about_ca_topic_score_codex":0.043245222,"about_ca_topic_score_gemma":0.11125279,"teacher_disagreement_score":0.62716776,"about_ca_system_score_codex":0.0064470917,"about_ca_system_score_gemma":0.008975007,"threshold_uncertainty_score":0.5317999},"labels":[],"label_agreement":null},{"id":"W3111179841","doi":"10.1007/978-3-030-64330-0_3","title":"Identifying and Analyzing Implicit Interactions in a Wastewater Dechlorination System","year":2020,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Resilience (materials science); Stability (learning theory); Risk analysis (engineering); Software; Systems engineering; Software engineering; Machine learning; Programming language","score_opus":0.02186539925350545,"score_gpt":0.26256190693578424,"score_spread":0.2406965076822788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111179841","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":[0.97944355,0.000058687492,0.018514186,0.00006290373,0.000007620848,0.000023212358,0.00013480542,0.0002922199,0.0014628771],"genre_scores_gemma":[0.9932191,0.000020911088,0.0050584166,0.000010926715,0.0000021864166,0.000009224781,0.00012588386,0.000020197023,0.0015332855],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996568,0.00006265214,0.00001981459,0.00007744279,0.00012522502,0.000058039157],"domain_scores_gemma":[0.99887735,0.0007123226,0.00013179446,0.000073422685,0.00016018678,0.00004490949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031430367,0.00034671224,0.00039559838,0.0004799631,0.0006374755,0.00072601135,0.000613874,0.0006532665,0.0014912816],"category_scores_gemma":[0.0011155843,0.00023025807,0.00021589652,0.00038367874,0.00029241838,0.00061479677,0.00065638975,0.0004769719,0.0002777178],"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":[0.003166902,0.0013301183,0.16893384,0.00040120175,0.00020599959,0.0019034267,0.0016138237,0.27266392,0.2775734,0.0032591913,0.002109312,0.26683888],"study_design_scores_gemma":[0.000021303553,0.00041954388,0.042984188,0.00000888653,0.0000545411,0.00014943114,0.0004503165,0.90967023,0.043438897,0.0015170432,0.00125458,0.000030989835],"about_ca_topic_score_codex":0.008022293,"about_ca_topic_score_gemma":0.011292667,"teacher_disagreement_score":0.008022293,"about_ca_system_score_codex":0.00062184426,"about_ca_system_score_gemma":0.0005816019,"threshold_uncertainty_score":0.015951216},"labels":[],"label_agreement":null},{"id":"W3112535516","doi":"10.1111/isj.12319","title":"When enough is enough: Investigating the antecedents and consequences of information security fatigue","year":2020,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Information and Cyber Security","field":"Computer Science","cited_by":65,"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":"Construct (python library); Compliance (psychology); Information security; Public relations; Critical security studies; Business; Ontological security; Security policy; Information security management; Standard of Good Practice; Psychology; Knowledge management; Social psychology; Political science; Cloud computing security; Security information and event management; Computer security; Security service; Computer science; Network security policy","score_opus":0.035085221974019996,"score_gpt":0.25246338804637836,"score_spread":0.21737816607235835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112535516","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":[0.9931579,0.0002741804,0.0009330863,0.0017489265,0.000021618036,0.00005617504,0.000038061367,0.000007234425,0.0037627164],"genre_scores_gemma":[0.99919134,0.00018714942,0.0003195095,0.00012486186,0.0000048371503,0.00003308724,0.00002058613,0.000002056597,0.00011645732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953081,0.002447743,0.0003363575,0.00035274617,0.00078818464,0.000766834],"domain_scores_gemma":[0.9519954,0.031028215,0.009346011,0.0012035964,0.0038448533,0.0025820031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007590998,0.00028746406,0.00044069847,0.0016502952,0.0026991307,0.0031532103,0.00070196536,0.0015084867,0.0029240267],"category_scores_gemma":[0.03288627,0.0004676112,0.00051727373,0.0011260986,0.0043774312,0.0024445003,0.0032088566,0.002098764,0.00023363854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022335959,0.0012267182,0.75317657,0.00078673573,0.00012437785,0.0008152758,0.19875054,0.00096299715,0.0015952663,0.009967562,0.001575585,0.03079502],"study_design_scores_gemma":[0.000020092191,0.00039840996,0.66744894,0.00070690166,0.00009403447,0.00030288164,0.31671166,0.0024754936,0.0007805917,0.0071400395,0.0038484302,0.00007246767],"about_ca_topic_score_codex":0.006062557,"about_ca_topic_score_gemma":0.008519141,"teacher_disagreement_score":0.007590998,"about_ca_system_score_codex":0.0032098542,"about_ca_system_score_gemma":0.0045059733,"threshold_uncertainty_score":0.040145516},"labels":[],"label_agreement":null},{"id":"W3114683363","doi":"10.1007/978-3-030-66039-0_3","title":"Risk Forecasting Automation on the Basis of MEHARI","year":2020,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Information and Cyber Security","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":"Université Laval","funders":"","keywords":"Risk analysis (engineering); Computer science; Value (mathematics); Point (geometry); Risk assessment; Automation; Risk management; Operations research; Computer security; Business; Engineering; Finance; Machine learning; Mathematics","score_opus":0.057722829977289294,"score_gpt":0.2694411044824062,"score_spread":0.21171827450511693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114683363","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":[0.029843017,0.0022657216,0.94640815,0.0006225389,0.0004755032,0.00007707182,0.00041547304,0.0013662624,0.018526113],"genre_scores_gemma":[0.60081226,0.0019205363,0.3771086,0.00023236695,0.00076812983,0.00012720066,0.0009923986,0.00021049849,0.01782801],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995995,0.00006557483,0.000029121864,0.000103179635,0.00016931618,0.000033379532],"domain_scores_gemma":[0.99931145,0.0002567919,0.000049820745,0.000082376966,0.00027303645,0.000026554064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007436813,0.0006468888,0.0010849729,0.0017083464,0.00055804657,0.0013710108,0.000964452,0.00047361795,0.004461902],"category_scores_gemma":[0.0026005188,0.00028389826,0.00062739494,0.0015265369,0.00029118345,0.0017594092,0.0007423777,0.0009612386,0.0013640416],"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":[0.00033291473,0.00012748051,0.006500032,0.00027531304,0.00019952162,0.00023872392,0.0002253024,0.1713915,0.0090543395,0.060766168,0.019166602,0.7317221],"study_design_scores_gemma":[0.000009106334,0.00004708357,0.0014997745,0.000020142146,0.000044786284,0.00006973395,0.000028011951,0.9667836,0.0026328976,0.023743512,0.005095276,0.0000260744],"about_ca_topic_score_codex":0.002889044,"about_ca_topic_score_gemma":0.0030571567,"teacher_disagreement_score":0.004461902,"about_ca_system_score_codex":0.00041437833,"about_ca_system_score_gemma":0.0005217765,"threshold_uncertainty_score":0.014926612},"labels":[],"label_agreement":null},{"id":"W3116910065","doi":"10.1109/isncc49221.2020.9297330","title":"Information security risk assessment based on decomposition probability via Bayesian Network","year":2020,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Laval","funders":"","keywords":"Computer science; Bayesian network; Risk assessment; Frame (networking); Risk analysis (engineering); Decomposition; Factor analysis of information risk; Information system; Interval (graph theory); Information security; Data mining; Point (geometry); Bayesian probability; Risk management information systems; Computer security; Artificial intelligence; Engineering; Management information systems","score_opus":0.006893759933330054,"score_gpt":0.23859695076515175,"score_spread":0.2317031908318217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116910065","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":[0.018065521,0.0004940325,0.97761995,0.0003032179,0.000019215662,0.00004675147,0.00010517726,0.00013221697,0.003213876],"genre_scores_gemma":[0.8262867,0.0022301537,0.16623235,0.00010217298,0.00012092909,0.00028048485,0.00045076103,0.0000696251,0.004226806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99815,0.00086353713,0.00007808594,0.00031314068,0.00046310324,0.00013218066],"domain_scores_gemma":[0.99697125,0.0021260392,0.00033568384,0.00009787551,0.00037050978,0.00009863272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027082968,0.0009114536,0.0010998175,0.0029030545,0.0005908647,0.002145784,0.0010725837,0.0009915422,0.0025421446],"category_scores_gemma":[0.008954883,0.0007585215,0.0012435303,0.0015277868,0.0011144562,0.0033724303,0.0014153079,0.001386248,0.00032566956],"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":[0.00007161608,0.000032297015,0.002632027,0.0000848029,0.0000912604,0.00010637823,0.000115519404,0.90273273,0.00064460374,0.061621875,0.0009615556,0.030905416],"study_design_scores_gemma":[0.0000035767696,0.000008862726,0.00038902985,0.000015064047,0.000015309095,0.000023372675,0.000011819465,0.9713851,0.000108810695,0.027732491,0.00029572877,0.000010911242],"about_ca_topic_score_codex":0.009292152,"about_ca_topic_score_gemma":0.004781365,"teacher_disagreement_score":0.009292152,"about_ca_system_score_codex":0.0019508445,"about_ca_system_score_gemma":0.0012934265,"threshold_uncertainty_score":0.018476129},"labels":[],"label_agreement":null},{"id":"W3119660123","doi":"","title":"Role of Feedback in Improving Novice Users' Security Performance Using Construal Level and Valance Framing.","year":2020,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Construal level theory; Framing (construction); Computer science; Human–computer interaction; Psychology; Social psychology; Engineering","score_opus":0.03421916342742288,"score_gpt":0.25280551246498545,"score_spread":0.21858634903756258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119660123","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":[0.991392,0.00013652038,0.0032329462,0.00031569527,0.000046760946,0.000054284017,0.000025433625,0.00012252215,0.00467373],"genre_scores_gemma":[0.9955558,0.000051807892,0.00336778,0.000055359567,0.000009643372,0.000029948098,0.000016328217,0.00001242249,0.0009009033],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866915,0.0008800092,0.00003993988,0.00010382623,0.00023400769,0.00007314073],"domain_scores_gemma":[0.9836073,0.012395682,0.0009842127,0.0007764413,0.0008561037,0.0013802748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023947535,0.00032339577,0.0002592309,0.00024817683,0.00023295099,0.00092996645,0.00032566552,0.00040902884,0.0028061355],"category_scores_gemma":[0.02919462,0.0001261175,0.000116530886,0.00012859139,0.00030858567,0.0006384179,0.0005948642,0.00073798816,0.00038376544],"study_design_candidate":"observational","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":[0.01040434,0.0127737075,0.14320818,0.0007262412,0.00018381799,0.00024215986,0.018130943,0.0045885355,0.07485319,0.002937482,0.0044837296,0.72746766],"study_design_scores_gemma":[0.0029361951,0.032308977,0.8137503,0.0010867913,0.0011487931,0.0005645896,0.016364975,0.05658536,0.04627266,0.012738453,0.015890967,0.00035185282],"about_ca_topic_score_codex":0.0008656494,"about_ca_topic_score_gemma":0.0013410917,"teacher_disagreement_score":0.0028061355,"about_ca_system_score_codex":0.00020931133,"about_ca_system_score_gemma":0.0005322443,"threshold_uncertainty_score":0.012664795},"labels":[],"label_agreement":null},{"id":"W3119846217","doi":"10.2514/6.2021-0659","title":"An Overview of the Cyber Resiliency Level® (CRL®) Framework for Weapon, Mission, and Training Systems","year":2021,"lang":"en","type":"article","venue":"AIAA Scitech 2021 Forum","topic":"Information and Cyber Security","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":"Lockheed Martin (Canada)","funders":"","keywords":"Resilience (materials science); Computer security; Cyber-physical system; Cyber-attack; Cyber threats; Computer science; Capability Maturity Model; Maturity (psychological); Engineering; Psychology","score_opus":0.06920002054127927,"score_gpt":0.3212124778560896,"score_spread":0.2520124573148103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119846217","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":[0.0011740386,0.022960145,0.88150716,0.0070596794,0.00064919173,0.0008046818,0.0012866278,0.004649253,0.0799092],"genre_scores_gemma":[0.025237013,0.022734359,0.9268828,0.0017968457,0.000607912,0.0012990668,0.0025553578,0.0010945783,0.017792048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951798,0.0014693087,0.0007227313,0.00041307506,0.001857786,0.0003573629],"domain_scores_gemma":[0.996031,0.0013069767,0.0005603705,0.00044020722,0.0012040744,0.00045741056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007226716,0.0025589278,0.0009835617,0.008653376,0.0014767036,0.008763657,0.0038923356,0.0034671864,0.013895693],"category_scores_gemma":[0.007312425,0.0016123778,0.0022615348,0.005943213,0.0034734395,0.008793386,0.0042863293,0.0066953623,0.012576614],"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":[0.000030497995,0.0001052117,0.0013863009,0.0021289468,0.000053324195,0.0002621615,0.0006911626,0.013377936,0.0016604068,0.6872824,0.051559925,0.24146174],"study_design_scores_gemma":[0.000010351885,0.000076141456,0.0010208563,0.003517901,0.000026915894,0.00053462957,0.00041760752,0.021801937,0.00080753927,0.19334942,0.778351,0.00008569767],"about_ca_topic_score_codex":0.012407847,"about_ca_topic_score_gemma":0.008457619,"teacher_disagreement_score":0.013895693,"about_ca_system_score_codex":0.005174087,"about_ca_system_score_gemma":0.0072718766,"threshold_uncertainty_score":0.046485722},"labels":[],"label_agreement":null},{"id":"W3120055541","doi":"10.1145/3427920","title":"A Systematic Review of Multimedia Tools for Cybersecurity Awareness and Education","year":2021,"lang":"en","type":"review","venue":"ACM Computing Surveys","topic":"Information and Cyber Security","field":"Computer Science","cited_by":125,"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; University of Waterloo","funders":"","keywords":"Computer science; Checklist; Systematic review; Computer security; Multimedia","score_opus":0.05885440011107804,"score_gpt":0.3592348563286243,"score_spread":0.3003804562175463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120055541","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":[0.0008126794,0.9959979,0.0005088031,0.00040458902,0.00015403073,0.00056210824,0.00054413633,0.000018306844,0.0009975029],"genre_scores_gemma":[0.0061764964,0.9904101,0.0015875585,0.00046462074,0.00006442127,0.0007412464,0.00030126693,0.000008033639,0.00024631617],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933013,0.0025540038,0.002177805,0.0003565724,0.0014097844,0.00020051729],"domain_scores_gemma":[0.97300977,0.019202234,0.003577243,0.00046681616,0.0033295592,0.0004145094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00857869,0.0014421187,0.0040330794,0.019149214,0.0009162448,0.002713976,0.0020189774,0.0014978445,0.008052967],"category_scores_gemma":[0.043784935,0.0008678772,0.0038201388,0.01542259,0.0008227751,0.0032067345,0.0020765886,0.0010879645,0.0009996054],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119038945,0.000027627688,0.000407053,0.8306789,0.0018339313,0.00011382242,0.00035852857,0.00009758968,0.00027046888,0.0006349046,0.004531193,0.16092697],"study_design_scores_gemma":[0.000082883715,0.00015412511,0.0016550097,0.92702854,0.01242835,0.00025635381,0.00029451543,0.000044713648,0.00021179616,0.00042609317,0.057394017,0.000023564167],"about_ca_topic_score_codex":0.0053116535,"about_ca_topic_score_gemma":0.024669971,"teacher_disagreement_score":0.019149214,"about_ca_system_score_codex":0.0032016174,"about_ca_system_score_gemma":0.016217716,"threshold_uncertainty_score":0.04536897},"labels":[],"label_agreement":null},{"id":"W3120361008","doi":"10.18280/ijsse.100603","title":"Network Security and Its Implications on Program Management","year":2020,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"","keywords":"Hacker; Business; Cybercrime; Vulnerability (computing); The Internet; Data breach; Internet privacy; Computer security; Phishing; Thematic analysis; Information security; Information security management; Security awareness; Cloud computing security; Security information and event management; Computer science; Cloud computing; Qualitative research","score_opus":0.009360447880176492,"score_gpt":0.23124188617107497,"score_spread":0.2218814382908985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120361008","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":[0.10398658,0.028737526,0.0247281,0.27429354,0.0012325291,0.00017417246,0.00025816212,0.00021492418,0.5663744],"genre_scores_gemma":[0.91689336,0.029991364,0.0066238423,0.0065537873,0.00056666206,0.00014593537,0.000102238744,0.00007209231,0.039050765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997617,0.0012526195,0.00007647732,0.00019039151,0.00044623142,0.0004173205],"domain_scores_gemma":[0.9892965,0.0055574626,0.0014922003,0.00056908303,0.0018052508,0.0012795214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035070663,0.00018531886,0.00012773348,0.0016330524,0.0031911402,0.0061203963,0.00079155416,0.0012718156,0.009925429],"category_scores_gemma":[0.00980246,0.0001400596,0.00021958207,0.0017790783,0.0042069475,0.0053101876,0.002490135,0.0016772298,0.0007178666],"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":[0.000021073734,0.00011213913,0.011759754,0.00024510495,0.000017758932,0.0002058993,0.0051236902,0.0030698297,0.00024177856,0.7891179,0.025929464,0.16415559],"study_design_scores_gemma":[0.000010249635,0.000118993536,0.02438909,0.0017398999,0.000028680177,0.00037370046,0.02118661,0.004780595,0.00077680603,0.4268277,0.51971996,0.00004770127],"about_ca_topic_score_codex":0.012535378,"about_ca_topic_score_gemma":0.014106967,"teacher_disagreement_score":0.012535378,"about_ca_system_score_codex":0.0064919777,"about_ca_system_score_gemma":0.007923816,"threshold_uncertainty_score":0.04710281},"labels":[],"label_agreement":null},{"id":"W3121454852","doi":"","title":"Technological Self-Help and Equality in Cyberspace","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"Cyberspace; Harm; Law and economics; Proportionality (law); Context (archaeology); Function (biology); Inequality; Political science; Law; Sociology; The Internet; Computer science","score_opus":0.005661868502287576,"score_gpt":0.23265277529774014,"score_spread":0.22699090679545256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121454852","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":[0.0687553,0.008547448,0.03966894,0.049216338,0.0006932807,0.000086998196,0.000031983334,0.00006863745,0.832931],"genre_scores_gemma":[0.98023146,0.0016952092,0.002839893,0.0028784017,0.00021652205,0.000081531376,0.000009362602,0.000021704027,0.012026033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98473096,0.0087448815,0.00057657267,0.0014307649,0.002743508,0.0017733295],"domain_scores_gemma":[0.9899475,0.0064584785,0.0010369187,0.0012996724,0.0006615759,0.0005958469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008434645,0.00050364033,0.00060680805,0.0023439997,0.01115477,0.014513486,0.0018176464,0.007936669,0.0059837666],"category_scores_gemma":[0.012706271,0.00035580868,0.0008052656,0.0016152122,0.08557032,0.018241225,0.018410137,0.0064459583,0.0005867396],"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":[0.0000018122591,0.0000047473336,0.00007428892,0.000012637639,0.0000010925262,0.000031205516,0.0022409114,0.000106864485,0.000022985907,0.9953394,0.00024703413,0.0019170421],"study_design_scores_gemma":[0.000009678785,0.000023487719,0.00050135603,0.00026660663,0.0000059288586,0.00013402588,0.0048468453,0.00034029482,0.00034676568,0.9320137,0.061489508,0.000021882735],"about_ca_topic_score_codex":0.0032634186,"about_ca_topic_score_gemma":0.0027476482,"teacher_disagreement_score":0.014513486,"about_ca_system_score_codex":0.0071645216,"about_ca_system_score_gemma":0.004487863,"threshold_uncertainty_score":0.051982522},"labels":[],"label_agreement":null},{"id":"W3121535924","doi":"10.5539/cis.v14n1p44","title":"Personality and Employees’ Information Security Behavior among Generational Cohorts","year":2021,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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":"Conscientiousness; Extraversion and introversion; Agreeableness; Big Five personality traits; Personality; Social psychology; Psychology; Developmental psychology","score_opus":0.009923113111788184,"score_gpt":0.23673167702374162,"score_spread":0.22680856391195345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121535924","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":[0.99971384,0.000017822493,0.000022882963,0.000019412555,0.000002499178,0.0000020113812,0.000022276608,5.610191e-7,0.00019866554],"genre_scores_gemma":[0.99954045,0.000016790398,0.00003038783,0.000009042395,0.0000024582716,0.0000024427077,0.000048125417,4.050229e-7,0.00034986486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997235,0.00008172571,0.0000176118,0.000044727025,0.00005107431,0.00008132694],"domain_scores_gemma":[0.99713874,0.00079346454,0.00084495975,0.00031296758,0.00031112492,0.0005988374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001874115,0.00018802192,0.00011983854,0.00057128654,0.00045999838,0.0007773367,0.00017676166,0.00020938119,0.0019275802],"category_scores_gemma":[0.003699118,0.00015942033,0.0003861278,0.00025820648,0.00023129662,0.00039795807,0.00062487746,0.00049067585,0.00023156518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004595386,0.000037289603,0.99711406,0.0000016776615,0.000020488978,0.000025466286,0.00056069,0.00003459074,0.00012236355,0.000050451676,0.000049463535,0.0019375319],"study_design_scores_gemma":[0.0000016769229,0.000064403146,0.99905986,0.0000028870065,0.000010088835,0.00002493822,0.000540951,0.0001227673,0.000041338786,0.000028812732,0.00009985272,0.0000024681326],"about_ca_topic_score_codex":0.0114964275,"about_ca_topic_score_gemma":0.013821748,"teacher_disagreement_score":0.0114964275,"about_ca_system_score_codex":0.00032039752,"about_ca_system_score_gemma":0.000316325,"threshold_uncertainty_score":0.022859037},"labels":[],"label_agreement":null},{"id":"W3122027259","doi":"10.1108/02686900410530556.html?utm_source=repec&utm_medium=feed&utm_campaign=repec","title":"A Conceptual Risk Framework for Internal Auditing in E-Commerce","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Windsor","funders":"","keywords":"Accounting; Business; Audit; Internal audit; Certification; Business risks; Audit risk; Risk management; Risk analysis (engineering); Finance; Management","score_opus":0.009176791613401325,"score_gpt":0.25538809818253144,"score_spread":0.24621130656913012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122027259","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":[0.025909107,0.0010602523,0.9040269,0.016630908,0.00020563301,0.0002839796,0.00011792968,0.00022151411,0.051543765],"genre_scores_gemma":[0.8734376,0.0007906974,0.11946255,0.00070287596,0.00025279148,0.00033141623,0.000092905306,0.00004619067,0.004883055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9895829,0.0055123502,0.00082300825,0.00075301755,0.0024815467,0.0008471533],"domain_scores_gemma":[0.9734813,0.01637983,0.0035997326,0.0015919583,0.0037974261,0.0011498058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013983922,0.0012496754,0.00069185795,0.004515169,0.002680157,0.012171157,0.0028597221,0.005375897,0.0048474562],"category_scores_gemma":[0.025749339,0.00072096306,0.0013412149,0.002618489,0.012517412,0.011389455,0.0036195265,0.004869721,0.00052698265],"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":[0.0000040823106,0.0000162804,0.0003909887,0.00002634098,0.000007369739,0.000042206728,0.00047242997,0.0026617714,0.00005744123,0.9940122,0.00031161308,0.0019973044],"study_design_scores_gemma":[0.000013988526,0.00003150254,0.000556715,0.00016558667,0.000026079932,0.00021186008,0.0011665993,0.021795776,0.00019720786,0.9701782,0.005626774,0.000029660632],"about_ca_topic_score_codex":0.005008739,"about_ca_topic_score_gemma":0.0030873884,"teacher_disagreement_score":0.013983922,"about_ca_system_score_codex":0.005557133,"about_ca_system_score_gemma":0.0068012187,"threshold_uncertainty_score":0.07395494},"labels":[],"label_agreement":null},{"id":"W3126031036","doi":"10.2308/ajpt-52593","title":"Are External Auditors Concerned about Cyber Incidents? Evidence from Audit Fees","year":2019,"lang":"en","type":"article","venue":"Auditing A Journal of Practice & Theory","topic":"Information and Cyber Security","field":"Computer Science","cited_by":102,"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":"Audit; Business; Accounting; External auditor; Computer security; Actuarial science; Internal audit; Computer science","score_opus":0.016319783830518863,"score_gpt":0.28735162205052883,"score_spread":0.27103183822001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126031036","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":[0.9687808,0.0032626996,0.0012938847,0.0074773305,0.00011366576,0.000057775425,0.00047799354,0.000027597924,0.018508319],"genre_scores_gemma":[0.99843127,0.0005622839,0.00009083703,0.0003119551,0.000049037542,0.000006673384,0.00009582717,0.0000055595465,0.0004465637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96625596,0.014086358,0.0055512493,0.0021857636,0.00915471,0.0027660257],"domain_scores_gemma":[0.3182738,0.2843046,0.33689272,0.01845527,0.03083043,0.011243078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018171217,0.00033453267,0.0005319443,0.003981952,0.0009480683,0.0042774854,0.0011896543,0.0021434778,0.008585737],"category_scores_gemma":[0.2337769,0.0004602429,0.00077206315,0.0037639919,0.002893447,0.0037535802,0.0035035699,0.0030485971,0.00091515324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025521452,0.00011414301,0.98497623,0.00015812753,0.00008780783,0.000165488,0.00087984075,0.00015604311,0.000058655904,0.0008131406,0.0013986429,0.010936666],"study_design_scores_gemma":[0.000023681781,0.00015875598,0.987773,0.0005744817,0.00010249586,0.0006809447,0.0051411656,0.0005292784,0.00032396472,0.0014234976,0.00324084,0.000027873637],"about_ca_topic_score_codex":0.0043706433,"about_ca_topic_score_gemma":0.0041735726,"teacher_disagreement_score":0.018171217,"about_ca_system_score_codex":0.0015690544,"about_ca_system_score_gemma":0.0022025064,"threshold_uncertainty_score":0.096099734},"labels":[],"label_agreement":null},{"id":"W3127087316","doi":"10.1145/3442167.3442174","title":"Out of Sight, Out of Mind: UI Design and the Inhibition of Mental Models of Security","year":2020,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; SAFER; Computer security; Sight; Logical security; Threat model; Security through obscurity; Visibility; Human–computer interaction; Human-computer interaction in information security; Computer security model; Software security assurance; Software; Internet privacy; Mental model; Information security; Security information and event management; Cloud computing security; Security service; Cognitive science; Psychology","score_opus":0.0312752877971369,"score_gpt":0.2337083980924984,"score_spread":0.2024331102953615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127087316","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":[0.61663854,0.0024153667,0.29289347,0.012296949,0.00035559587,0.00012960963,0.000041733154,0.0009092131,0.074319586],"genre_scores_gemma":[0.985207,0.00023521477,0.012888676,0.00040003675,0.000019499033,0.000047467336,0.00001510273,0.00007170041,0.0011152943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9904399,0.006516564,0.00037252397,0.0006742917,0.0014074631,0.0005892693],"domain_scores_gemma":[0.94843364,0.038545564,0.0041355356,0.005598512,0.002036035,0.0012506547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011060608,0.0008182864,0.00054259336,0.0012618335,0.0020772319,0.009206165,0.0019116985,0.0025817452,0.0036484094],"category_scores_gemma":[0.05656615,0.0008656036,0.0009297078,0.0007241947,0.014997402,0.013164509,0.004740363,0.0047984333,0.0003023115],"study_design_candidate":"observational","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":[0.0009818731,0.0003723099,0.02794986,0.0011117246,0.00015642964,0.0011198334,0.3406057,0.0050719013,0.021205267,0.48509774,0.00259716,0.11373015],"study_design_scores_gemma":[0.0003682712,0.0010793314,0.031782877,0.0012336376,0.00049021485,0.0035241656,0.08514779,0.061774164,0.03307633,0.70248884,0.078415625,0.00061879616],"about_ca_topic_score_codex":0.0028464547,"about_ca_topic_score_gemma":0.001459196,"teacher_disagreement_score":0.011060608,"about_ca_system_score_codex":0.0023838729,"about_ca_system_score_gemma":0.0017011557,"threshold_uncertainty_score":0.058494806},"labels":[],"label_agreement":null},{"id":"W3132009350","doi":"10.1108/itp-09-2019-0458","title":"E-waste information security protection motivation: the role of optimism bias","year":2021,"lang":"en","type":"article","venue":"Information Technology and People","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Optimism; Optimism bias; Originality; Information security; Context (archaeology); Risk analysis (engineering); Confidentiality; Business; Coping (psychology); Psychology; Computer security; Computer science; Social psychology","score_opus":0.007442077865503472,"score_gpt":0.19106842102502677,"score_spread":0.1836263431595233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132009350","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":[0.99073434,0.0004144599,0.002092212,0.001570284,0.000024269515,0.000044777935,0.00003071142,0.000009798713,0.005079161],"genre_scores_gemma":[0.9990495,0.0000941366,0.00046741826,0.00013590205,0.000006516179,0.000015467904,0.000011584527,0.000002182813,0.00021723239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968941,0.002058355,0.0001675247,0.00023077414,0.00042771507,0.00022148318],"domain_scores_gemma":[0.96518576,0.022994967,0.0074335723,0.0017397099,0.0013523947,0.0012935807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067631914,0.00030942855,0.00034340133,0.00077255955,0.0007656085,0.0028867044,0.0005058617,0.0006173662,0.0030965644],"category_scores_gemma":[0.021583006,0.0002662986,0.000676106,0.0006072582,0.0019244344,0.0013290505,0.0018857411,0.0013054003,0.0001658565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040276477,0.0008331615,0.89723575,0.0003984051,0.00035171502,0.00024184826,0.024830693,0.000599285,0.00074763043,0.012366893,0.0007454945,0.061246302],"study_design_scores_gemma":[0.00007852527,0.0005228714,0.94075006,0.0005454983,0.00037299522,0.00033572354,0.030545555,0.0053498717,0.0010748728,0.017442873,0.0029151272,0.000066004075],"about_ca_topic_score_codex":0.0015898289,"about_ca_topic_score_gemma":0.0017898269,"teacher_disagreement_score":0.0067631914,"about_ca_system_score_codex":0.0011726667,"about_ca_system_score_gemma":0.001869187,"threshold_uncertainty_score":0.035767615},"labels":[],"label_agreement":null},{"id":"W3134868459","doi":"10.24908/ss.v19i1.14460","title":"Review of Whelan and Molnar’s Securing Mega-Events: Networks, Strategies, and Tensions","year":2021,"lang":"en","type":"article","venue":"Surveillance & Society","topic":"Information and Cyber Security","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":true,"ca_institutions":"York University","funders":"","keywords":"Mega-; Computer science; Physics","score_opus":0.012379040246164257,"score_gpt":0.24443077301129282,"score_spread":0.23205173276512855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134868459","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":[0.000112397895,0.9880222,0.00010206371,0.005727178,0.0016124801,0.0000069827283,0.000030147225,0.0000045383777,0.0043820324],"genre_scores_gemma":[0.0010021417,0.99228233,0.00012258705,0.0029322226,0.0012638923,0.000010297414,0.00005033007,0.000005918803,0.0023302294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990275,0.0003155276,0.00012053397,0.00011226347,0.00035011861,0.000074101066],"domain_scores_gemma":[0.9965491,0.0019672504,0.00029058522,0.00005451994,0.0009142401,0.00022425858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017404924,0.0007603177,0.0013022784,0.004414183,0.0010803054,0.0032092885,0.001146385,0.002380991,0.0052772597],"category_scores_gemma":[0.0052536232,0.0005461367,0.00040855285,0.008288454,0.0017720636,0.0040587997,0.0011946497,0.0020936432,0.003048313],"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":[0.000032589298,0.00004096027,0.0002381933,0.014487856,0.000050238392,0.00015768182,0.0014559291,0.00023682837,0.00011823989,0.016724996,0.6743323,0.29212415],"study_design_scores_gemma":[0.0000027273443,0.00001145598,0.00052982604,0.008390792,0.000012000292,0.0001540951,0.00032043364,0.000015574413,0.000020736583,0.0011164657,0.9894175,0.000008372506],"about_ca_topic_score_codex":0.014415935,"about_ca_topic_score_gemma":0.034408107,"teacher_disagreement_score":0.014415935,"about_ca_system_score_codex":0.0034501937,"about_ca_system_score_gemma":0.0061354684,"threshold_uncertainty_score":0.028663993},"labels":[],"label_agreement":null},{"id":"W3136321458","doi":"","title":"Usable Security: Quo Vadis?","year":2006,"lang":"en","type":"article","venue":"USENIX Security Symposium","topic":"Information and Cyber Security","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":"Carleton University; University of British Columbia","funders":"","keywords":"USable; Computer science; Computer security; World Wide Web","score_opus":0.004840853322295969,"score_gpt":0.2021697746446637,"score_spread":0.19732892132236773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136321458","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002473564,0.018348522,0.017785588,0.7984021,0.015565581,0.000025355148,0.00020649096,0.00054914015,0.14664358],"genre_scores_gemma":[0.40896395,0.025166286,0.019524764,0.3393535,0.030272093,0.00030854126,0.00035345196,0.0023273744,0.17373002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9877045,0.0055975197,0.00052265055,0.001876154,0.0028398666,0.0014593378],"domain_scores_gemma":[0.9747419,0.009930241,0.0010348238,0.0051906244,0.006283106,0.0028193106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018063089,0.0009946276,0.0013302977,0.0015451257,0.007153618,0.019923117,0.0024941699,0.013268093,0.03545078],"category_scores_gemma":[0.03371937,0.00053993386,0.000783985,0.0015156433,0.031495024,0.055352826,0.010830355,0.019387783,0.013331413],"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":[0.000059856007,0.00002228299,0.00028965503,0.00017627355,0.00002614339,0.000037621252,0.0011212492,0.000097777454,0.00021556187,0.81442696,0.14391401,0.039612554],"study_design_scores_gemma":[0.000025666197,0.00003107583,0.000259858,0.00057717477,0.00002772355,0.00013893115,0.0018681872,0.00038016363,0.0002928628,0.5824331,0.41392228,0.00004302331],"about_ca_topic_score_codex":0.00559754,"about_ca_topic_score_gemma":0.0072708577,"teacher_disagreement_score":0.03545078,"about_ca_system_score_codex":0.004774148,"about_ca_system_score_gemma":0.006859827,"threshold_uncertainty_score":0.118594706},"labels":[],"label_agreement":null},{"id":"W3142206344","doi":"10.2196/17604","title":"Mapping the Psychosocialcultural Aspects of Healthcare Professionals’ Information Security Practices: Systematic Mapping Study","year":2021,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Information and Cyber Security","field":"Computer Science","cited_by":16,"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":"Health care; Ontology; Knowledge management; Set (abstract data type); Psychology; Information security; Sociocultural evolution; Social security; Sociology; Computer science; Political science; Computer security","score_opus":0.05371953501199797,"score_gpt":0.341130077264663,"score_spread":0.28741054225266505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142206344","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768025,0.012724489,0.004535746,0.000768978,0.000034021366,0.0029019597,0.00066267286,0.000015828196,0.001553787],"genre_scores_gemma":[0.9834155,0.0059301257,0.0059847124,0.0003471366,0.000013417889,0.0037412175,0.00035378616,0.000006446317,0.0002077711],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99001545,0.005556783,0.0019974527,0.0008430299,0.0010584048,0.0005288258],"domain_scores_gemma":[0.9713832,0.017319193,0.005775218,0.0017122742,0.0032022458,0.00060791016],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018956652,0.00037423935,0.0008516951,0.007041789,0.0014795468,0.0012242064,0.00062351814,0.00068340986,0.0014023901],"category_scores_gemma":[0.03230679,0.0005413639,0.0014267042,0.006431466,0.0015284998,0.002482874,0.0031233886,0.0007137025,0.00014651661],"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":[0.00016102508,0.00048448498,0.588102,0.030942043,0.0009335286,0.001396933,0.25073132,0.00026818467,0.0012625564,0.0027588634,0.0018174382,0.12114161],"study_design_scores_gemma":[0.00008710693,0.0006418842,0.48243818,0.02202267,0.0014595041,0.0013707753,0.47644883,0.00082227297,0.00075455435,0.0016213155,0.012257593,0.00007537707],"about_ca_topic_score_codex":0.009973606,"about_ca_topic_score_gemma":0.021689227,"teacher_disagreement_score":0.98104334,"about_ca_system_score_codex":0.0024803127,"about_ca_system_score_gemma":0.013196821,"threshold_uncertainty_score":0.10025352},"labels":[],"label_agreement":null},{"id":"W3146559281","doi":"10.2307/25750689","title":"User Participation in Information Systems Security Risk Management1","year":2010,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","field":"Computer Science","cited_by":272,"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":"Business; Information system; Information security; Knowledge management; Risk management; Risk analysis (engineering); Information security management; Computer science; Computer security; Process management; Security information and event management; Engineering; Cloud computing security; Finance; Cloud computing","score_opus":0.004656966209996598,"score_gpt":0.22559559671770057,"score_spread":0.220938630507704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146559281","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":[0.99661934,0.000063077685,0.00072881434,0.00019023377,0.0000041053477,0.000041440322,0.000008326218,0.0000038107705,0.0023407533],"genre_scores_gemma":[0.9992642,0.00004573162,0.00030890448,0.00004176264,0.000004007438,0.000035194946,0.000006455029,0.0000018410695,0.00029193822],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.97761154,0.01765297,0.000611768,0.0006062921,0.0023227194,0.0011947126],"domain_scores_gemma":[0.92771983,0.051560313,0.011001143,0.0020400998,0.0048170905,0.0028615827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016354766,0.00035000438,0.0004282956,0.0018036936,0.0030028822,0.0038356069,0.00063723075,0.0010758641,0.0018336873],"category_scores_gemma":[0.03534041,0.00038821207,0.00037315796,0.0011304191,0.0023237017,0.0026495694,0.002869918,0.0011340692,0.00022786488],"study_design_candidate":"observational","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":[0.00022883718,0.00089247705,0.4599484,0.00018067542,0.000034548804,0.00034714205,0.49304128,0.00017195533,0.0011277993,0.0022494816,0.00029159075,0.041485835],"study_design_scores_gemma":[0.00003802641,0.0019415538,0.44077808,0.00030154485,0.00007079009,0.00083757815,0.54061544,0.0021904947,0.0022069204,0.0018491539,0.009064376,0.00010607006],"about_ca_topic_score_codex":0.002852004,"about_ca_topic_score_gemma":0.002872046,"teacher_disagreement_score":0.016354766,"about_ca_system_score_codex":0.0015602293,"about_ca_system_score_gemma":0.0022112664,"threshold_uncertainty_score":0.08649331},"labels":[],"label_agreement":null},{"id":"W3150490043","doi":"10.18280/ijsse.110111","title":"Business Organization Security Strategies to Cyber Security Threats","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":23,"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":"Umm Al-Qura University","keywords":"Hacker; Computer security; Scope (computer science); Security information and event management; Information security management; Information security; The Internet; Asset (computer security); Business; Key (lock); Certified Information Security Manager; Security management; Cloud computing security; Security service; Computer science; Network security policy","score_opus":0.005236693538620731,"score_gpt":0.21869674224124405,"score_spread":0.21346004870262333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150490043","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":[0.094316326,0.0035555472,0.05812528,0.033524867,0.00033519344,0.0005591359,0.000038570775,0.00020313813,0.80934197],"genre_scores_gemma":[0.956386,0.0021328197,0.008800756,0.00316266,0.00011891771,0.00029139442,0.000036472324,0.000043438864,0.029027589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953275,0.0024902993,0.00011636433,0.0003596976,0.0009336615,0.0007724213],"domain_scores_gemma":[0.9953696,0.0016856595,0.0007271751,0.00041496177,0.0010561754,0.00074648723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049201217,0.0009345578,0.00038132427,0.005210433,0.0038090495,0.012970906,0.001412567,0.0043312656,0.009276248],"category_scores_gemma":[0.0071766237,0.00033550715,0.0005393778,0.0020606099,0.008682476,0.006862562,0.007466214,0.0025647592,0.0016926868],"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":[0.000019301253,0.00014276773,0.001675409,0.00011905937,0.000024812103,0.00045312164,0.0052218684,0.0015576772,0.00034208506,0.9487772,0.004360779,0.037305962],"study_design_scores_gemma":[0.00006175178,0.00024520553,0.00268165,0.00078573934,0.000032368036,0.0007451652,0.03174461,0.0062595457,0.0014112501,0.7113182,0.2446786,0.00003589293],"about_ca_topic_score_codex":0.0010102541,"about_ca_topic_score_gemma":0.0009719492,"teacher_disagreement_score":0.012970906,"about_ca_system_score_codex":0.0037780562,"about_ca_system_score_gemma":0.0062360526,"threshold_uncertainty_score":0.031032145},"labels":[],"label_agreement":null},{"id":"W3158442971","doi":"10.22215/etd/2015-10918","title":"Factors Affecting Secure Computer Behaviour","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Personality; Computer science; Psychology; Internet privacy; Social psychology","score_opus":0.02243617849891802,"score_gpt":0.2811902365017509,"score_spread":0.2587540580028329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158442971","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":[0.99699783,0.00008365232,0.00015049176,0.00012759311,0.0000026969428,0.000013669363,0.00004207237,0.0000049164396,0.0025770941],"genre_scores_gemma":[0.99953496,0.00007074,0.000117153155,0.000023045668,0.000002879949,0.0000043348964,0.000027145708,0.0000019833756,0.00021781206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846566,0.0006093066,0.00016406055,0.00011698944,0.00040114284,0.00024291316],"domain_scores_gemma":[0.98550373,0.0067541995,0.0044810674,0.00071327406,0.0011868536,0.0013608932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011391145,0.00017657569,0.00015643188,0.00081897003,0.0007871493,0.0014291228,0.00019144389,0.00041766302,0.0036397355],"category_scores_gemma":[0.013020257,0.00017109892,0.00024306269,0.000727531,0.00069503934,0.00064399396,0.0005095563,0.0007207927,0.00048703077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000782783,0.00017524506,0.9841925,0.000027497457,0.000028431125,0.00010408852,0.0033431249,0.00012117657,0.00081775204,0.00025523623,0.00016293593,0.010693627],"study_design_scores_gemma":[0.0000015949552,0.00006354134,0.9961189,0.000010712512,0.000009900606,0.00014510812,0.0027890853,0.00023401837,0.00012910493,0.00014815058,0.00034346845,0.000006400181],"about_ca_topic_score_codex":0.0051976335,"about_ca_topic_score_gemma":0.008581991,"teacher_disagreement_score":0.0051976335,"about_ca_system_score_codex":0.00042577906,"about_ca_system_score_gemma":0.000501148,"threshold_uncertainty_score":0.012176096},"labels":[],"label_agreement":null},{"id":"W3159929411","doi":"","title":"Balanced Scorecard Implementation of Security Strategies: A Framework for IT Security Performance Management","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Balanced scorecard; Security management; Conceptual framework; Process management; Information security management; Business; Information security; Computer science; Security information and event management; Cloud computing security; Computer security; Finance; Cloud computing; Sociology","score_opus":0.00845753994552879,"score_gpt":0.2862322880550981,"score_spread":0.2777747481095693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159929411","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":[0.009332437,0.00087382784,0.92500603,0.0050854487,0.0002660768,0.00090821437,0.0002582018,0.0003497577,0.057919927],"genre_scores_gemma":[0.28618774,0.000948552,0.70689374,0.00048117517,0.0002173396,0.001658994,0.00038110747,0.00009535071,0.0031359463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9504687,0.032127224,0.0035530713,0.0021119297,0.010023174,0.0017157738],"domain_scores_gemma":[0.9807144,0.0072633857,0.0041718315,0.0015962352,0.0049374816,0.0013167183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039077256,0.0029289466,0.0015921101,0.014106789,0.002725186,0.017604265,0.0033670396,0.003043529,0.0046573663],"category_scores_gemma":[0.0413346,0.00061860785,0.001181431,0.015682127,0.012554871,0.013554268,0.004254052,0.004385363,0.0011153824],"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":[0.000015580843,0.000056480934,0.0008800811,0.000107456486,0.00002613746,0.000033149136,0.00082808855,0.0037024189,0.000199815,0.9551493,0.0015277605,0.03747382],"study_design_scores_gemma":[0.000046967136,0.0002258397,0.0017883333,0.00049721735,0.000025903773,0.000065224696,0.0014726731,0.027917903,0.00060999696,0.9324796,0.03477961,0.000090719754],"about_ca_topic_score_codex":0.005831498,"about_ca_topic_score_gemma":0.005088086,"teacher_disagreement_score":0.039077256,"about_ca_system_score_codex":0.014537827,"about_ca_system_score_gemma":0.014320012,"threshold_uncertainty_score":0.20666271},"labels":[],"label_agreement":null},{"id":"W3167323994","doi":"10.4018/ijskd.2021070105","title":"A Sociotechnical Systems Analysis of Knowledge Management for Cybersecurity","year":2021,"lang":"en","type":"article","venue":"International Journal of Sociotechnology and Knowledge Development","topic":"Information and Cyber Security","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":"Saint Mary's University","funders":"","keywords":"Sociotechnical system; Computer security; Computer science; Process (computing); Analytics; Information system; Engineering; Knowledge management; Data science","score_opus":0.014301375133676908,"score_gpt":0.28923405005824404,"score_spread":0.27493267492456713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167323994","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":[0.080035985,0.0020895356,0.75513136,0.014349929,0.00019791184,0.0005429105,0.00037971884,0.00026225214,0.1470104],"genre_scores_gemma":[0.8193586,0.0012920662,0.17087838,0.00042409627,0.00013949738,0.0004498828,0.00022742186,0.000052547315,0.007177581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99760556,0.0011704119,0.00011958005,0.00030478695,0.00065514055,0.00014446548],"domain_scores_gemma":[0.9945058,0.0033952428,0.00067965855,0.0005022871,0.00068627956,0.00023064783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002868315,0.000492321,0.00040317047,0.005216579,0.0031158184,0.006332632,0.00082997786,0.0015167024,0.0060474905],"category_scores_gemma":[0.006911525,0.00032230804,0.001126547,0.0027313344,0.0058458326,0.006566986,0.003007624,0.0015716988,0.0006139173],"study_design_candidate":"qualitative","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":[0.0000045609536,0.000032161224,0.001620785,0.000069407986,0.000018788554,0.00013167603,0.0013706285,0.006433353,0.0002950457,0.977404,0.0009425619,0.011677015],"study_design_scores_gemma":[0.0000086143245,0.000038597154,0.0032369283,0.00013763859,0.000026606203,0.00021271114,0.0024844012,0.0638501,0.00045897823,0.8974211,0.03209405,0.000030275754],"about_ca_topic_score_codex":0.005057176,"about_ca_topic_score_gemma":0.0039213016,"teacher_disagreement_score":0.99688417,"about_ca_system_score_codex":0.006107627,"about_ca_system_score_gemma":0.006526288,"threshold_uncertainty_score":0.044314146},"labels":[],"label_agreement":null},{"id":"W3168075344","doi":"10.1007/978-3-030-71381-2_13","title":"Information Technology Risk Management","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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 New Brunswick","funders":"","keywords":"Risk analysis (engineering); Risk management; IT risk management; Risk management information systems; IT risk; Business; Factor analysis of information risk; Information security management; Risk assessment; Information technology; Enterprise risk management; Security management; Process (computing); Identification (biology); Risk management framework; Management information systems; Information system; Engineering; Computer science; Computer security; Security information and event management; Finance","score_opus":0.0058619897268561505,"score_gpt":0.19325657175043662,"score_spread":0.18739458202358047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168075344","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":[0.0008732446,0.017774642,0.014770051,0.0040123845,0.00089447695,0.000051412935,0.000089274436,0.0002180346,0.9613166],"genre_scores_gemma":[0.014760969,0.014872357,0.0042145955,0.000991544,0.00064925343,0.000051131676,0.00012985602,0.00010216767,0.9642281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995183,0.00007607755,0.000013832321,0.00004440786,0.00031731767,0.000030096846],"domain_scores_gemma":[0.9996247,0.0001459429,0.000031889216,0.000059824004,0.000107595435,0.000029952978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053961156,0.00087769196,0.00047530033,0.0014605048,0.0008280681,0.0035887312,0.0006259752,0.0013322725,0.047738906],"category_scores_gemma":[0.0015165024,0.0003158317,0.0002911629,0.0015104725,0.0009510049,0.0026022086,0.0010631254,0.0020409487,0.022563055],"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":[0.000007137522,0.00006145408,0.00018545511,0.00014038921,0.000008619517,0.00005652141,0.00036664127,0.0014893468,0.0003566405,0.283028,0.362501,0.35179877],"study_design_scores_gemma":[0.0000019290621,0.000019723799,0.00037576922,0.0003013505,0.0000060233,0.00012964135,0.00015797415,0.0011722799,0.00024211257,0.15900393,0.8385802,0.000009150741],"about_ca_topic_score_codex":0.0012663455,"about_ca_topic_score_gemma":0.0025854905,"teacher_disagreement_score":0.047738906,"about_ca_system_score_codex":0.0015086943,"about_ca_system_score_gemma":0.0014935469,"threshold_uncertainty_score":0.15970254},"labels":[],"label_agreement":null},{"id":"W3168450887","doi":"10.1109/rdaaps48126.2021.9452029","title":"Leveraging External Data Sources to Enhance Secure System Design","year":2021,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"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; Computer security; Threat model; Process (computing); Security testing; Software security assurance; Software; Security bug; Security information and event management; Information security; Security service; Cloud computing security; Cloud computing","score_opus":0.036763269610558244,"score_gpt":0.27362891938222855,"score_spread":0.2368656497716703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168450887","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":[0.024663853,0.0003652245,0.9535851,0.00243013,0.00009737345,0.0006833607,0.0016319749,0.003838649,0.012704375],"genre_scores_gemma":[0.23885708,0.00064415997,0.75239843,0.0003408482,0.00006906923,0.0007021147,0.0039190385,0.0011690132,0.0019002529],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.94952905,0.028034763,0.0046452573,0.003505145,0.013596653,0.0006891332],"domain_scores_gemma":[0.81099695,0.11252371,0.011519875,0.0480093,0.016010681,0.00093938445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037254747,0.0017739268,0.0011263888,0.0073966286,0.0012209255,0.009638317,0.0024479134,0.0019237595,0.0037653171],"category_scores_gemma":[0.12982237,0.0014120607,0.0016221412,0.0042829113,0.0029353858,0.016691417,0.008437991,0.004047962,0.0012502827],"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":[0.00067008415,0.0010349422,0.027193733,0.0034384213,0.0004300294,0.0043725795,0.02059268,0.08655422,0.027993614,0.2159677,0.010800514,0.60095155],"study_design_scores_gemma":[0.00024951086,0.0006179866,0.008346936,0.0025583173,0.00038417138,0.0017319364,0.0051193843,0.43065372,0.093854114,0.2739873,0.18208063,0.00041609284],"about_ca_topic_score_codex":0.0019113326,"about_ca_topic_score_gemma":0.002767646,"teacher_disagreement_score":0.037254747,"about_ca_system_score_codex":0.0019335083,"about_ca_system_score_gemma":0.0035216792,"threshold_uncertainty_score":0.19702429},"labels":[],"label_agreement":null},{"id":"W3171781455","doi":"10.1109/syscon48628.2021.9447060","title":"Offensive Cyber Security Trainer for Platform Management Systems","year":2021,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Offensive; Trainer; Computer security; Computer science; Malware; Context (archaeology); Flexibility (engineering); Engineering; Operations research","score_opus":0.017926164404876748,"score_gpt":0.23634451789662764,"score_spread":0.2184183534917509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171781455","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30714527,0.0002935027,0.33947656,0.0038624913,0.00045719932,0.0016059518,0.00029706495,0.01168533,0.33517668],"genre_scores_gemma":[0.581927,0.00038540325,0.17808138,0.0007985346,0.000057565754,0.00036491232,0.00054909015,0.00052837475,0.23730773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949336,0.00010583283,0.000012099583,0.000047508143,0.00021155881,0.00012946174],"domain_scores_gemma":[0.9992488,0.00011553796,0.000056246987,0.00012408578,0.00016335146,0.0002920484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077301095,0.00041709584,0.0001407464,0.00041202045,0.0011886299,0.00090081315,0.00065971614,0.00051963265,0.02447071],"category_scores_gemma":[0.0014274353,0.0002144348,0.00026263116,0.00017706682,0.00048642943,0.0010380968,0.0016924798,0.0011770922,0.0054365024],"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":[0.00061792677,0.0017497535,0.013052278,0.00043718435,0.000020463867,0.0012729059,0.008620078,0.02082128,0.156198,0.04597993,0.07810049,0.67312974],"study_design_scores_gemma":[0.00012325896,0.0021938854,0.025064971,0.0003911527,0.00002923352,0.0013995051,0.0037103675,0.10078207,0.054258045,0.0065433877,0.8053989,0.000105332],"about_ca_topic_score_codex":0.0091270255,"about_ca_topic_score_gemma":0.019476298,"teacher_disagreement_score":0.02447071,"about_ca_system_score_codex":0.0014389333,"about_ca_system_score_gemma":0.003856252,"threshold_uncertainty_score":0.08186269},"labels":[],"label_agreement":null},{"id":"W3173248785","doi":"10.21810/jicw.v3i3.2764","title":"Revisiting Disruptive Technology and the Innovator’s Dilemma in the Age of Cybersecurity","year":2021,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":"Innovator; Dilemma; Pace; Security dilemma; Bureaucracy; Disruptive innovation; Disruptive technology; Culture change; Presentation (obstetrics); Political science; Management; Computer security; Public relations; Engineering; Sociology; Law; Economics; Politics; Computer science; Social science; Entrepreneurship","score_opus":0.021817822641559344,"score_gpt":0.2765291738015051,"score_spread":0.25471135115994575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173248785","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":[0.005693023,0.0344644,0.0022814383,0.9313459,0.008047387,0.000031151816,0.0000129597065,0.000026242393,0.018097691],"genre_scores_gemma":[0.49148816,0.055520643,0.0076145455,0.40382373,0.022686249,0.00019662823,0.000023796974,0.0001642652,0.018481992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97256,0.01787632,0.0011205315,0.0017242422,0.0044736792,0.0022451542],"domain_scores_gemma":[0.921627,0.06130718,0.0037626224,0.0017573846,0.0064314282,0.00511442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.048308287,0.00084738125,0.0012274683,0.0027821749,0.013476332,0.02191579,0.002313521,0.029831167,0.003828786],"category_scores_gemma":[0.05502931,0.00059993967,0.000994117,0.0013636715,0.059241388,0.048736643,0.012002887,0.02908195,0.00086745725],"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":[0.000102258964,0.00008813273,0.0010001259,0.0005843683,0.000034200304,0.0037627872,0.078882806,0.00043881845,0.000643962,0.7096214,0.15880544,0.046035662],"study_design_scores_gemma":[0.000037992035,0.000095885975,0.00035380205,0.00094640575,0.000009557498,0.0016994972,0.056834657,0.0004253906,0.00035681727,0.3223138,0.6168388,0.00008740781],"about_ca_topic_score_codex":0.0028831721,"about_ca_topic_score_gemma":0.0043617026,"teacher_disagreement_score":0.048308287,"about_ca_system_score_codex":0.013582822,"about_ca_system_score_gemma":0.013163183,"threshold_uncertainty_score":0.25548166},"labels":[],"label_agreement":null},{"id":"W3174080973","doi":"10.29173/irie85","title":"Should corporate management include a Computer Forensics and Incident Response capability into realigned Information Security Principles?","year":2009,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Information and Cyber Security","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":"Incident response; Computer forensics; Computer security; Digital forensics; Business; Information security; Information and Communications Technology; Network forensics; Computer science; Internet privacy; World Wide Web","score_opus":0.04288436248264314,"score_gpt":0.315807732520934,"score_spread":0.27292337003829087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174080973","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":[0.014025689,0.0049553537,0.053145017,0.84165144,0.0044471556,0.00013056926,0.000026769401,0.00020701846,0.081411],"genre_scores_gemma":[0.5580636,0.0062132166,0.08668775,0.32211298,0.004195626,0.0004013741,0.000061261664,0.00013996412,0.022124195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97556794,0.011454066,0.0015048534,0.0010562318,0.0086809425,0.0017358947],"domain_scores_gemma":[0.94788986,0.023729911,0.005681101,0.0062929234,0.013534532,0.0028716535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033675388,0.00042672743,0.000653114,0.0013748045,0.00463567,0.01222999,0.002675644,0.017329961,0.0020869363],"category_scores_gemma":[0.044957966,0.00053635513,0.00054881023,0.00088455994,0.024996543,0.019300716,0.005609794,0.013678589,0.001181408],"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":[0.000029090146,0.00031694825,0.0016632023,0.0004381894,0.000022242695,0.00021860411,0.0046748654,0.0007234699,0.0011481203,0.87103295,0.0439089,0.07582353],"study_design_scores_gemma":[0.000058144997,0.00017017894,0.0026215827,0.0016953392,0.000024480692,0.00039707695,0.006104554,0.001477267,0.0012944551,0.6363419,0.34970903,0.00010604306],"about_ca_topic_score_codex":0.0023276096,"about_ca_topic_score_gemma":0.0048312917,"teacher_disagreement_score":0.033675388,"about_ca_system_score_codex":0.0030355772,"about_ca_system_score_gemma":0.016368741,"threshold_uncertainty_score":0.17809463},"labels":[],"label_agreement":null},{"id":"W3174526591","doi":"10.69554/ogjs4246","title":"Data breach in the travel sector and strategies for risk mitigation","year":2020,"lang":"en","type":"article","venue":"Journal of data protection & privacy.","topic":"Information and Cyber Security","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":"Privacy Analytics (Canada)","funders":"","keywords":"Business; Risk management; Data breach; Risk analysis (engineering); Environmental resource management; Environmental planning; Computer security; Computer science; Geography; Environmental science; Finance","score_opus":0.11968703751694323,"score_gpt":0.30492111637962094,"score_spread":0.1852340788626777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174526591","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":[0.040673792,0.10240834,0.063917436,0.5648261,0.0020965857,0.0005029872,0.00014454855,0.0002686267,0.22516161],"genre_scores_gemma":[0.7561006,0.1295605,0.038838293,0.03210453,0.0014197652,0.00049643556,0.00021796291,0.00010495633,0.041156907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9908565,0.0051238127,0.0003693364,0.0005649373,0.002137015,0.0009483552],"domain_scores_gemma":[0.9823889,0.009403845,0.0028360763,0.0010144894,0.003099161,0.0012575415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010808905,0.00083979795,0.00043049452,0.0043774955,0.005917702,0.016374784,0.0019670855,0.009555165,0.0065623038],"category_scores_gemma":[0.019622471,0.0004951254,0.0008067149,0.0028081082,0.009316933,0.021627363,0.00762761,0.0072219623,0.0015460227],"study_design_candidate":"qualitative","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":[0.00005559347,0.00027278054,0.008341642,0.0012290172,0.000071070084,0.001586269,0.016923087,0.004292251,0.0008966489,0.72578275,0.050811097,0.18973775],"study_design_scores_gemma":[0.00001913848,0.00022798148,0.004674714,0.0067958888,0.00004681987,0.0021782669,0.08832432,0.0055281813,0.002060262,0.33946046,0.55053353,0.00015040394],"about_ca_topic_score_codex":0.0069480482,"about_ca_topic_score_gemma":0.0068651824,"teacher_disagreement_score":0.016374784,"about_ca_system_score_codex":0.0063421847,"about_ca_system_score_gemma":0.0096069025,"threshold_uncertainty_score":0.057163596},"labels":[],"label_agreement":null},{"id":"W3174910675","doi":"10.1049/icp.2021.0865","title":"A framework for cyber protection (FCP) in K-12 education sector","year":2021,"lang":"en","type":"article","venue":"IET conference proceedings.","topic":"Information and Cyber Security","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":"Toronto Metropolitan University; IBI Group (Canada)","funders":"","keywords":"Computer science; Business; Knowledge management","score_opus":0.03817093490826245,"score_gpt":0.27743988349141524,"score_spread":0.23926894858315279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174910675","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":[0.011762623,0.00096084183,0.68944573,0.02390033,0.00044169882,0.00085457007,0.00052596844,0.0009674603,0.27114084],"genre_scores_gemma":[0.55966794,0.00092905905,0.39772198,0.0021317329,0.00028997898,0.0009352373,0.00044278713,0.00016494778,0.03771631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9944013,0.002608824,0.0003828785,0.00067463267,0.00090153865,0.0010309232],"domain_scores_gemma":[0.99634653,0.0010445066,0.00030642425,0.00060909585,0.00094577146,0.0007475962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068046725,0.0008068883,0.00052272284,0.0026992464,0.0039797835,0.012925052,0.0035917899,0.0078015584,0.012987955],"category_scores_gemma":[0.005458873,0.0006162778,0.0017221703,0.0019105969,0.0071565546,0.009430947,0.007162789,0.004131782,0.0032026565],"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":[0.000004692368,0.000020756048,0.0002155232,0.00002620372,0.0000036486042,0.00008661246,0.00026249126,0.0026367074,0.00007100216,0.9891984,0.0023503206,0.0051236646],"study_design_scores_gemma":[0.000034591474,0.00005805022,0.0007110139,0.00040884953,0.000020936977,0.00032368457,0.0018035048,0.026583035,0.00039047687,0.86541706,0.10419899,0.000049673632],"about_ca_topic_score_codex":0.029499039,"about_ca_topic_score_gemma":0.022404261,"teacher_disagreement_score":0.029499039,"about_ca_system_score_codex":0.007101833,"about_ca_system_score_gemma":0.015686788,"threshold_uncertainty_score":0.058654726},"labels":[],"label_agreement":null},{"id":"W3175300726","doi":"10.1007/s43926-021-00016-5","title":"Social media analytics of the Internet of Things","year":2021,"lang":"en","type":"article","venue":"Discover Internet of Things","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"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 Research Council Canada","keywords":"Computer science; Social media; Implementation; Sentiment analysis; Analytics; The Internet; Popularity; Big data; Data science; Computer security; Variety (cybernetics); Encryption; Business intelligence; Realm; Social media analytics; Internet privacy; World Wide Web; Artificial intelligence; Knowledge management","score_opus":0.016020548860004674,"score_gpt":0.24771561429364383,"score_spread":0.23169506543363916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175300726","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":[0.89314073,0.0028273114,0.026476253,0.0070770914,0.0009040923,0.0005142574,0.03037722,0.0007781931,0.037904866],"genre_scores_gemma":[0.97546434,0.001001135,0.009350463,0.00031310736,0.0005469737,0.0001598592,0.010821599,0.00006598394,0.0022764984],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980185,0.0006211975,0.00018553287,0.00021614938,0.00080142374,0.00015728187],"domain_scores_gemma":[0.993648,0.0032527384,0.0012584608,0.00043595786,0.0012044284,0.00020045723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012096963,0.0005789958,0.00030922063,0.006320183,0.0006563397,0.0023139492,0.0003621168,0.00062049384,0.0013147715],"category_scores_gemma":[0.006895925,0.00016665581,0.00051377993,0.006275211,0.00039740928,0.0024797195,0.0010752442,0.0006739884,0.00082996994],"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":[0.00057827233,0.0006364294,0.5050663,0.0020682043,0.00066140963,0.003558502,0.008382043,0.028526174,0.021356314,0.024515986,0.058706343,0.34594414],"study_design_scores_gemma":[0.000024491219,0.00037159064,0.49874976,0.00065935834,0.00020598958,0.0015388664,0.017765103,0.2970865,0.011164035,0.028540922,0.14368282,0.0002106106],"about_ca_topic_score_codex":0.0035222585,"about_ca_topic_score_gemma":0.0036563687,"teacher_disagreement_score":0.006320183,"about_ca_system_score_codex":0.00060220255,"about_ca_system_score_gemma":0.00031364543,"threshold_uncertainty_score":0.007003486},"labels":[],"label_agreement":null},{"id":"W3175323262","doi":"10.1080/17517575.2021.1939896","title":"Privacy, security and resilience in mobile healthcare applications","year":2021,"lang":"en","type":"article","venue":"Enterprise Information Systems","topic":"Information and Cyber Security","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":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Resilience (materials science); Computer security; Computer science; Usability; Internet privacy; Security service; Privacy by Design; Information privacy; Health care; Information security; Political science","score_opus":0.006684569058919849,"score_gpt":0.249260884798369,"score_spread":0.24257631573944916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175323262","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":[0.16872934,0.006268235,0.72420627,0.034914512,0.00038792973,0.0003342837,0.00013196353,0.00085001235,0.064177446],"genre_scores_gemma":[0.948539,0.0013193307,0.045631595,0.00079547224,0.00012468795,0.00012232046,0.000039471168,0.000038964426,0.0033890225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953733,0.0027120742,0.00031363533,0.00038888902,0.0007760691,0.00043615064],"domain_scores_gemma":[0.99403787,0.0038676593,0.00058580615,0.00064860424,0.00056320126,0.00029682342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047048675,0.0003965094,0.00032794397,0.0011112806,0.002166202,0.006225064,0.0007385422,0.0020271617,0.0015578422],"category_scores_gemma":[0.009824306,0.00045289446,0.00059433124,0.0008332537,0.006504362,0.0054443334,0.005379187,0.002372034,0.0003747054],"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":[0.00016157028,0.00006897604,0.00519244,0.0004130042,0.000050310755,0.0014670015,0.0114386855,0.018477365,0.0064994046,0.88630205,0.003265897,0.066663295],"study_design_scores_gemma":[0.000043164982,0.0003453767,0.0052222167,0.0008736289,0.00011198249,0.0030742516,0.00910416,0.09097479,0.012253194,0.7756676,0.10216805,0.00016158282],"about_ca_topic_score_codex":0.0015463636,"about_ca_topic_score_gemma":0.0007892024,"teacher_disagreement_score":0.006225064,"about_ca_system_score_codex":0.0014500901,"about_ca_system_score_gemma":0.0020251328,"threshold_uncertainty_score":0.024882019},"labels":[],"label_agreement":null},{"id":"W3177618397","doi":"10.1145/3463928","title":"A Patent Application for NEXTGEN Flood Early Warning System","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Warning system; Flood myth; Work (physics); Informatics; Order (exchange); Disaster response; Emergency management; Business; Engineering; Computer science; Computer security; Political science; Telecommunications; Geography","score_opus":0.05229959993924437,"score_gpt":0.2849548455850155,"score_spread":0.2326552456457711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177618397","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":[0.011196725,0.004612311,0.07754984,0.031492986,0.007853625,0.0011799062,0.003206978,0.005931617,0.8569761],"genre_scores_gemma":[0.07964787,0.003716343,0.028161064,0.006695484,0.0012927465,0.00078476063,0.0021894414,0.00076962454,0.87674266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986808,0.00022107412,0.00007310113,0.0001455507,0.0007547288,0.00012481996],"domain_scores_gemma":[0.9979652,0.0009791214,0.00008275204,0.00028196516,0.00057361485,0.00011728483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020642732,0.00040043276,0.0002605183,0.0011667919,0.0015269781,0.0018495675,0.0007672284,0.0035090267,0.14292963],"category_scores_gemma":[0.005966765,0.0002095312,0.0004608496,0.0007567908,0.0009900961,0.0021230914,0.0012776642,0.001365117,0.026942044],"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":[0.00018850068,0.00014348865,0.0006473801,0.0005843022,0.000020478188,0.001591741,0.0006720831,0.0006679849,0.011360276,0.14891139,0.52878237,0.30642998],"study_design_scores_gemma":[0.00004344579,0.00011699841,0.00058708404,0.000094869894,0.000015069175,0.0004646208,0.000060597857,0.00087216945,0.0022134134,0.0066957325,0.9888138,0.000022180016],"about_ca_topic_score_codex":0.0027492547,"about_ca_topic_score_gemma":0.0033175729,"teacher_disagreement_score":0.14292963,"about_ca_system_score_codex":0.0010969291,"about_ca_system_score_gemma":0.00160475,"threshold_uncertainty_score":0.47814727},"labels":[],"label_agreement":null},{"id":"W3180980481","doi":"10.4018/978-1-7998-6975-7.ch006","title":"Advancement of Cybersecurity and Information Security Awareness to Facilitate Digital Transformation","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in information security, privacy, and ethics book series","topic":"Information and Cyber Security","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 Canada West","funders":"","keywords":"Computer security; Digital transformation; Pace; Information security; Computer science; Information systems security; Appeal; Transformation (genetics); Internet privacy; Information system; Engineering; World Wide Web; Political science; Management information systems; Law","score_opus":0.02455354672827205,"score_gpt":0.26828438481342815,"score_spread":0.2437308380851561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180980481","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":[0.0023333528,0.05170696,0.011975272,0.013698375,0.002047821,0.0000710749,0.00004539718,0.00021219875,0.9179095],"genre_scores_gemma":[0.047968216,0.118905164,0.029379752,0.0069014607,0.0017698945,0.00010493055,0.00019554891,0.00021324595,0.79456174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999595,0.00007962673,0.000013328221,0.000048549024,0.00023189755,0.000031667645],"domain_scores_gemma":[0.9994054,0.0002652443,0.00004550241,0.00005500738,0.00015200267,0.00007684337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056547805,0.0005484604,0.00026573375,0.0011972511,0.0009846884,0.005073936,0.0005958007,0.0015618361,0.022178935],"category_scores_gemma":[0.0010633143,0.00028302128,0.00041099917,0.0014680589,0.0015365054,0.0073082866,0.0019778993,0.004016049,0.007310602],"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":[0.000008427237,0.0000621304,0.00023915774,0.00055267697,0.0000068905442,0.00015525632,0.0024359124,0.00042011894,0.0014212393,0.5148209,0.16346982,0.31640744],"study_design_scores_gemma":[0.0000018399544,0.000011061816,0.0003178141,0.0005613142,0.0000036161075,0.00032464325,0.00039485723,0.0003358427,0.00044621294,0.037516005,0.9600786,0.000008229119],"about_ca_topic_score_codex":0.0012036528,"about_ca_topic_score_gemma":0.0028032332,"teacher_disagreement_score":0.022178935,"about_ca_system_score_codex":0.0015446638,"about_ca_system_score_gemma":0.0028492429,"threshold_uncertainty_score":0.07419598},"labels":[],"label_agreement":null},{"id":"W3184150564","doi":"","title":"Mindfulness and Cybersecurity Behavior: A comparative analysis of rational and intuitive cybersecurity decisions.","year":2021,"lang":"en","type":"article","venue":"Americas Conference on Information Systems","topic":"Information and Cyber Security","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":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Computer security; Computer science; Mindfulness; Psychology","score_opus":0.04066403362463344,"score_gpt":0.30299396148663116,"score_spread":0.2623299278619977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184150564","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":[0.9973346,0.00014640446,0.00030303147,0.00013454047,0.0000050283475,0.000016016213,0.000015395977,0.0000013438389,0.0020437187],"genre_scores_gemma":[0.999602,0.000050102717,0.00011497076,0.000029962755,0.0000029188682,0.000011285853,0.000019730234,0.0000012027225,0.0001678667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99925023,0.00046359244,0.000022756167,0.000047485948,0.000098627184,0.00011733387],"domain_scores_gemma":[0.97782624,0.018201554,0.002050237,0.0005480367,0.00039103458,0.0009828147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020111487,0.00015260528,0.00013883814,0.00089067005,0.00032679233,0.001002819,0.00034444724,0.0004807395,0.004766429],"category_scores_gemma":[0.017712671,0.00017876647,0.00056584436,0.0004780097,0.0011749488,0.0009508273,0.0005859307,0.00096812536,0.00015162636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006006624,0.0054462105,0.8403846,0.00028263015,0.0012745223,0.00025535625,0.009111845,0.0040829736,0.0052802446,0.03316582,0.00071405026,0.09399511],"study_design_scores_gemma":[0.00018092709,0.0010980958,0.9777801,0.00007111974,0.00025020997,0.00016624873,0.004192191,0.004781997,0.00046298868,0.010141128,0.0008464889,0.000028527074],"about_ca_topic_score_codex":0.002378797,"about_ca_topic_score_gemma":0.0038228543,"teacher_disagreement_score":0.004766429,"about_ca_system_score_codex":0.0005372876,"about_ca_system_score_gemma":0.0005062302,"threshold_uncertainty_score":0.015945315},"labels":[],"label_agreement":null},{"id":"W3185152753","doi":"","title":"It Security Auditing: A Performance Evaluation Decision Model","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Information security audit; Audit; Incentive; Business; Information technology audit; Accounting; Information security; Standard of Good Practice; Information security management; Agency (philosophy); Risk analysis (engineering); Computer security; Security information and event management; Internal audit; Security service; Joint audit; Cloud computing security; Computer science; Economics; Network security policy","score_opus":0.0144705539023603,"score_gpt":0.2754282892204489,"score_spread":0.2609577353180886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185152753","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":[0.14831224,0.0028140193,0.7079777,0.016970398,0.00032404935,0.0015562731,0.0044980617,0.00077612704,0.116771124],"genre_scores_gemma":[0.893304,0.0020017799,0.06629682,0.0007775564,0.0002786623,0.0010710862,0.0012036598,0.00009461768,0.034971755],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9908444,0.0049092653,0.00031123738,0.0011580139,0.0010173655,0.0017596731],"domain_scores_gemma":[0.9809795,0.014209475,0.0015847324,0.00036119012,0.001512507,0.0013526384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012345655,0.0025430855,0.0031587174,0.002794641,0.0015917305,0.0080170855,0.004489416,0.007461488,0.01790982],"category_scores_gemma":[0.018589579,0.0016360343,0.001763385,0.003669323,0.003324587,0.0056426013,0.0028440997,0.0052502328,0.0027310785],"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":[0.00035641497,0.000324298,0.0017959748,0.0001332148,0.00009899618,0.00029687595,0.00017647236,0.7990272,0.00028409605,0.18278448,0.0025750636,0.012146844],"study_design_scores_gemma":[0.00016236075,0.00015491656,0.0006097579,0.00004689145,0.00006133566,0.00006607321,0.00008885154,0.9466466,0.00010876367,0.050062124,0.0019496785,0.00004272236],"about_ca_topic_score_codex":0.02108025,"about_ca_topic_score_gemma":0.012342736,"teacher_disagreement_score":0.02108025,"about_ca_system_score_codex":0.009953329,"about_ca_system_score_gemma":0.0061504906,"threshold_uncertainty_score":0.07221681},"labels":[],"label_agreement":null},{"id":"W3186467969","doi":"","title":"Impacts of Organisational, Role and Environmental Factors on Moral Injury amongst Police Investigators in Internet Child Abuse Teams","year":2020,"lang":"en","type":"article","venue":"Solent University Research Portal (Solent University)","topic":"Information and Cyber Security","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":"The Internet; Psychology; Criminology; Moral injury; Child abuse; Public relations; Social psychology; Human factors and ergonomics; Sociology; Political science; Poison control; Environmental health; Medicine","score_opus":0.01898054639881371,"score_gpt":0.2255210487453867,"score_spread":0.20654050234657298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186467969","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":[0.9971642,0.00044885927,0.000046475765,0.00087706634,0.000046803125,0.00002211192,0.00006556709,0.000002085284,0.0013266876],"genre_scores_gemma":[0.99756205,0.0008356375,0.0000890601,0.00037111825,0.0000426996,0.000029166793,0.00009058579,0.000006792418,0.0009728456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972783,0.0011039815,0.0002493608,0.00018543506,0.00044643186,0.0007365792],"domain_scores_gemma":[0.99395174,0.0009241346,0.0025327955,0.00022770184,0.0007438133,0.0016197205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002185255,0.00041741825,0.00058442535,0.0011615709,0.0043606116,0.0036535282,0.0010303844,0.0009631173,0.0064637195],"category_scores_gemma":[0.009783321,0.0006082744,0.0008937628,0.0010995588,0.0013350683,0.0016583675,0.005014234,0.0034443503,0.0007493215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011231705,0.00034233753,0.958423,0.00010286711,0.00006150149,0.0010355188,0.029633783,0.00003492795,0.00008893802,0.00016731698,0.0017506296,0.008246853],"study_design_scores_gemma":[0.000010304959,0.00040108556,0.8281868,0.0005541821,0.000047688198,0.0009523161,0.16651948,0.00012944033,0.00004760586,0.00022157189,0.0028920285,0.000037480404],"about_ca_topic_score_codex":0.023082806,"about_ca_topic_score_gemma":0.036864877,"teacher_disagreement_score":0.023082806,"about_ca_system_score_codex":0.0017958567,"about_ca_system_score_gemma":0.0025925029,"threshold_uncertainty_score":0.045896888},"labels":[],"label_agreement":null},{"id":"W3186811702","doi":"10.1109/icsccc51823.2021.9478126","title":"Automation of Security and Privacy Controls for Efficient Information Security Management","year":2021,"lang":"en","type":"article","venue":"2021 2nd International Conference on Secure Cyber Computing and Communications (ICSCCC)","topic":"Information and Cyber Security","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":"Concordia University of Edmonton","funders":"","keywords":"Computer science; Confidentiality; Computer security; Automation; Security information and event management; Security controls; Information security; Security testing; NIST; Scope (computer science); Information security management; Process (computing); Information privacy; Information sensitivity; Security service; Risk analysis (engineering); Control (management); Cloud computing security; Engineering; Business; Cloud computing","score_opus":0.022601062006851646,"score_gpt":0.2895208717163846,"score_spread":0.26691980970953294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186811702","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":[0.016842006,0.00048439356,0.9459917,0.0013934997,0.00017521501,0.0005945361,0.00013604232,0.005967139,0.02841555],"genre_scores_gemma":[0.5335184,0.000636865,0.45671797,0.00057934655,0.0002154167,0.0004355982,0.00036773004,0.0004998868,0.007028741],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9904587,0.0023717587,0.0007169413,0.0012838076,0.0045095244,0.00065927225],"domain_scores_gemma":[0.98978734,0.0023592326,0.0010832534,0.0045544887,0.0020151653,0.00020053315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004371876,0.00091811526,0.0005001125,0.0012376503,0.0009344901,0.004060506,0.0010707078,0.0012471742,0.004685312],"category_scores_gemma":[0.0074514295,0.00050448405,0.00078879565,0.0008823503,0.0018142954,0.004179568,0.0015879,0.002472228,0.0024409369],"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":[0.00023606863,0.00052109564,0.005545355,0.000744682,0.00009218583,0.0004507723,0.0013918357,0.03412211,0.087420054,0.3166014,0.019014906,0.53385955],"study_design_scores_gemma":[0.00016386199,0.0005834613,0.009160042,0.00059800677,0.00015232798,0.0014359138,0.00048239238,0.24032326,0.16753216,0.35412207,0.2251932,0.00025324605],"about_ca_topic_score_codex":0.0014222669,"about_ca_topic_score_gemma":0.0011068803,"teacher_disagreement_score":0.004685312,"about_ca_system_score_codex":0.0015105573,"about_ca_system_score_gemma":0.0038181504,"threshold_uncertainty_score":0.023121},"labels":[],"label_agreement":null},{"id":"W3192316330","doi":"10.1108/ics-01-2021-0008","title":"How different rewards tend to influence employee non-compliance with information security policies","year":2021,"lang":"en","type":"article","venue":"Information and Computer Security","topic":"Information and Cyber Security","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":"HEC Montréal; Wilfrid Laurier University","funders":"","keywords":"Compliance (psychology); Originality; Perception; Structural equation modeling; Psychology; Business; Affect (linguistics); Value (mathematics); Social psychology; Marketing; Computer science","score_opus":0.008310339431643974,"score_gpt":0.22064398092460574,"score_spread":0.21233364149296177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192316330","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":[0.9987883,0.000021050975,0.00028399826,0.00008627369,0.0000020639354,0.000014319366,0.0000070235565,0.0000034049121,0.00079366646],"genre_scores_gemma":[0.99969935,0.000010070331,0.00017733843,0.000011311521,0.0000010273559,0.0000073556416,0.0000049577097,0.000001168936,0.000087342625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922236,0.0052300617,0.00042544396,0.0005755768,0.00090000505,0.0006452929],"domain_scores_gemma":[0.90942234,0.06011878,0.022856614,0.0026516968,0.002219852,0.0027306979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057202983,0.00026753717,0.00024450728,0.00063641684,0.0007178868,0.0022723533,0.0003024075,0.00072765193,0.0026848004],"category_scores_gemma":[0.040848464,0.00028518657,0.00051559904,0.00041212517,0.0012018547,0.00081751787,0.001051047,0.0009254819,0.00018444254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004904148,0.0012089974,0.97976035,0.000055875647,0.00010163022,0.00011297336,0.0034082937,0.0011068186,0.0013763274,0.0010802929,0.000089928595,0.011208218],"study_design_scores_gemma":[0.000023043638,0.00048553752,0.9910159,0.000026774514,0.00006403179,0.000052371983,0.0028513162,0.0035755811,0.00081046385,0.0008241309,0.00024682464,0.000024120709],"about_ca_topic_score_codex":0.00223283,"about_ca_topic_score_gemma":0.0027122975,"teacher_disagreement_score":0.0057202983,"about_ca_system_score_codex":0.0014201609,"about_ca_system_score_gemma":0.0014646043,"threshold_uncertainty_score":0.030252218},"labels":[],"label_agreement":null},{"id":"W3198180826","doi":"10.2139/ssrn.3623746","title":"Ontology-Based Model for Security Assessment: Predicting Cyberattacks Through Threat Activity Analysis","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Université Laval","funders":"","keywords":"Computer security; Ontology; Computer science; Business; Risk analysis (engineering)","score_opus":0.020502390876990198,"score_gpt":0.29380804284935613,"score_spread":0.27330565197236595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198180826","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":[0.1274582,0.0005217261,0.84933186,0.0013971592,0.00015477004,0.0005644855,0.0067868694,0.0021080084,0.011676841],"genre_scores_gemma":[0.6837472,0.00065300154,0.30526912,0.00017585541,0.000035479265,0.00039710136,0.006248852,0.00008920677,0.0033842416],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999246,0.00015819557,0.00008868155,0.0001782616,0.00025804373,0.000070974536],"domain_scores_gemma":[0.9989795,0.0004729443,0.00011282154,0.000100925135,0.00027073748,0.00006311676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007953819,0.0006928417,0.00053613965,0.0027048783,0.000604389,0.0018428048,0.0012168005,0.00092977425,0.0023151648],"category_scores_gemma":[0.003239484,0.00025846512,0.0013625914,0.0019405282,0.00042537702,0.0023560175,0.0009819794,0.00085262884,0.00071548845],"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":[0.00044012818,0.0015619299,0.06698642,0.00082253036,0.0009300126,0.0012881585,0.001442035,0.48880476,0.012500151,0.071833916,0.011465141,0.34192476],"study_design_scores_gemma":[0.00002102449,0.000068497706,0.007196231,0.000079105026,0.00021225904,0.00017769648,0.00023834834,0.9542236,0.0015166642,0.029863771,0.0063647754,0.000038048147],"about_ca_topic_score_codex":0.030293275,"about_ca_topic_score_gemma":0.03348956,"teacher_disagreement_score":0.030293275,"about_ca_system_score_codex":0.0013708462,"about_ca_system_score_gemma":0.0027852524,"threshold_uncertainty_score":0.06023389},"labels":[],"label_agreement":null},{"id":"W3200179876","doi":"10.4018/978-1-6684-3698-1.ch005","title":"The CyberSecurity Audit Model (CSAM)","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"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":"Audit; Computer security; Computer science; Capability Maturity Model; Accounting; Software; Business","score_opus":0.016913038177430617,"score_gpt":0.2327320406748668,"score_spread":0.21581900249743619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200179876","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":[0.07869368,0.0009625049,0.55770236,0.012974333,0.0003303594,0.00243515,0.002848326,0.0026061418,0.3414471],"genre_scores_gemma":[0.5884648,0.0009961933,0.3849062,0.0007965679,0.000052716994,0.00166174,0.001974777,0.00013712728,0.021009937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99603635,0.0017175128,0.0002604479,0.00038164438,0.0013292797,0.0002748681],"domain_scores_gemma":[0.9926837,0.003608273,0.0007621995,0.0009816893,0.0016705318,0.0002935765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004559733,0.00073174917,0.0003378182,0.0026309132,0.0012647194,0.0051093623,0.0017145707,0.0016031265,0.006892392],"category_scores_gemma":[0.009045497,0.00045783343,0.00088413915,0.0025190914,0.0025950961,0.0053102905,0.0020124402,0.0018316829,0.0016078372],"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":[0.00006211302,0.00017311286,0.010357848,0.00044655698,0.000028421797,0.00014931375,0.0013372973,0.03502587,0.00055735896,0.8161303,0.013982655,0.121749215],"study_design_scores_gemma":[0.00008791508,0.00034198974,0.011608992,0.0013321063,0.00006995665,0.00080474815,0.0030074655,0.2282118,0.0019801299,0.5091514,0.24329808,0.00010536035],"about_ca_topic_score_codex":0.009408518,"about_ca_topic_score_gemma":0.008688835,"teacher_disagreement_score":0.009408518,"about_ca_system_score_codex":0.0053151846,"about_ca_system_score_gemma":0.010999126,"threshold_uncertainty_score":0.038564563},"labels":[],"label_agreement":null},{"id":"W3203473111","doi":"10.2196/19250","title":"Artificial Intelligence–Based Framework for Analyzing Health Care Staff Security Practice: Mapping Review and Simulation Study","year":2021,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Information and Cyber Security","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":"Confidentiality; Access control; Data access; Health care; Computer science; Computer security; Masking (illustration); Best practice; Internet privacy; Database","score_opus":0.07874798197522098,"score_gpt":0.4494158572762758,"score_spread":0.3706678753010548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203473111","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":[0.029845284,0.8854061,0.06547366,0.003679836,0.00029291536,0.002682231,0.0016221007,0.00023687414,0.010761064],"genre_scores_gemma":[0.26794747,0.6253557,0.10105136,0.0008694005,0.00015303696,0.002747085,0.0012196128,0.000031380147,0.0006249627],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9905488,0.0058762357,0.0013898566,0.00049519754,0.0015124856,0.00017746801],"domain_scores_gemma":[0.9511894,0.041415624,0.0026343812,0.00066711084,0.0038488114,0.00024462285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014945324,0.0011875525,0.0019236369,0.0154266525,0.000591252,0.0025888102,0.0024844124,0.0012963847,0.0019587763],"category_scores_gemma":[0.036244642,0.0006084994,0.0045600883,0.012665486,0.00063546497,0.00225706,0.0012033278,0.0010347585,0.00023402],"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":[0.0002639703,0.00065242714,0.024163133,0.21511087,0.00622371,0.0007485391,0.0024110356,0.065198414,0.00057295134,0.034607865,0.008558247,0.6414889],"study_design_scores_gemma":[0.0002947733,0.0034855276,0.057850447,0.33777773,0.030517798,0.001869676,0.008077555,0.22367392,0.0029886798,0.041261625,0.29166192,0.0005403909],"about_ca_topic_score_codex":0.023649178,"about_ca_topic_score_gemma":0.027039757,"teacher_disagreement_score":0.023649178,"about_ca_system_score_codex":0.0063869376,"about_ca_system_score_gemma":0.011437145,"threshold_uncertainty_score":0.079039395},"labels":[],"label_agreement":null},{"id":"W3203875322","doi":"10.1080/0144929x.2021.1977849","title":"Understanding individual differences: factors affecting secure computer behaviour","year":2021,"lang":"en","type":"article","venue":"Behaviour and Information Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Psychology; Computer science; Social psychology","score_opus":0.04085376051409088,"score_gpt":0.23906148454861367,"score_spread":0.1982077240345228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203875322","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":[0.9981883,0.00009779362,0.00037094794,0.000111784306,0.000002846772,0.000009778098,0.000044676744,0.0000038951007,0.0011699109],"genre_scores_gemma":[0.99960417,0.000044260472,0.00017604098,0.000019653808,0.0000023572798,0.0000043287146,0.00002634403,0.0000010316544,0.00012185748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989778,0.00046955174,0.000108300635,0.0001289296,0.00020872906,0.00010676394],"domain_scores_gemma":[0.99184376,0.0050493744,0.0016981063,0.00038888206,0.0004809757,0.00053886353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012892706,0.00014204545,0.00017591557,0.0006202364,0.0003443811,0.00073198735,0.00018155879,0.0003417364,0.002475047],"category_scores_gemma":[0.008515606,0.00010734977,0.0001867359,0.0005151788,0.00037726603,0.00079631206,0.00039146945,0.00037634358,0.00027059318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004618476,0.00009943841,0.9845489,0.000028435157,0.000034571527,0.000045890243,0.0025167132,0.00009592969,0.0005550039,0.000116541116,0.00007553017,0.0118367225],"study_design_scores_gemma":[9.902095e-7,0.00006935162,0.9970638,0.000008323706,0.000010288899,0.00008552176,0.0018965909,0.00036910342,0.00012619291,0.00015917387,0.00020526681,0.000005255877],"about_ca_topic_score_codex":0.0022573243,"about_ca_topic_score_gemma":0.0038455368,"teacher_disagreement_score":0.002475047,"about_ca_system_score_codex":0.00020666176,"about_ca_system_score_gemma":0.00022209466,"threshold_uncertainty_score":0.00827986},"labels":[],"label_agreement":null},{"id":"W3204812829","doi":"10.1177/10946705211036944","title":"The Effects of Service Crises and Recovery Resources on Market Reactions: An Event Study Analysis on Data Breach Announcements","year":2021,"lang":"en","type":"article","venue":"Journal of Service Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":38,"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":"Seriousness; Data breach; Profitability index; Hacker; Business; Event study; Market liquidity; Context (archaeology); Actuarial science; Finance; Computer security; Computer science; Law","score_opus":0.07418168681109191,"score_gpt":0.3904573864886746,"score_spread":0.31627569967758273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204812829","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":[0.9981881,0.00006216513,0.0005567684,0.00015911918,0.000008605996,0.00003938446,0.00024918513,0.000011741887,0.0007250788],"genre_scores_gemma":[0.99912816,0.000043546424,0.00020330453,0.000036427766,0.000020337346,0.00003820274,0.00030467103,0.0000041492435,0.00022114131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972953,0.0011660446,0.0002443195,0.00031762567,0.00050101813,0.0004757135],"domain_scores_gemma":[0.95091534,0.029083313,0.01479072,0.0014651879,0.001732282,0.0020131096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035439834,0.00037105737,0.0005506712,0.0018386268,0.00063141104,0.0016636226,0.0005116128,0.0009854547,0.0035160063],"category_scores_gemma":[0.023707747,0.00017338998,0.000786325,0.0015752774,0.0008512914,0.0015731391,0.0013446459,0.0023611384,0.0004440016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012591882,0.002058609,0.9699157,0.00010759816,0.00029826563,0.0010749146,0.0018165497,0.0033927101,0.0020919607,0.0015928989,0.0011784553,0.015213114],"study_design_scores_gemma":[0.0000394681,0.0010336807,0.9787082,0.000021332013,0.00015311153,0.00019456398,0.0032200767,0.013838333,0.0011057724,0.00073329493,0.0009089978,0.00004318511],"about_ca_topic_score_codex":0.004107908,"about_ca_topic_score_gemma":0.002561364,"teacher_disagreement_score":0.004107908,"about_ca_system_score_codex":0.0005498391,"about_ca_system_score_gemma":0.0005218969,"threshold_uncertainty_score":0.018742621},"labels":[],"label_agreement":null},{"id":"W3209467133","doi":"10.5281/zenodo.2595071","title":"Security Bug Conversations","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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; Programming language","score_opus":0.028394491844343787,"score_gpt":0.24472709063367423,"score_spread":0.21633259878933045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209467133","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012176238,0.00016984587,0.00015393278,0.0002660131,0.000118549135,0.00004759084,0.99378633,0.0006808347,0.0035593195],"genre_scores_gemma":[0.0011772786,0.00006409827,0.0005822169,0.00011629942,0.000022792385,0.00015167132,0.9958858,0.000112479014,0.0018873346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685127,0.0006648663,0.00032980667,0.0007521868,0.0010032773,0.0003986678],"domain_scores_gemma":[0.9931919,0.0018233155,0.00073337083,0.0013206392,0.0021200834,0.00081071956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015036932,0.0019390474,0.0011012821,0.005315557,0.0017693251,0.0028587705,0.0021013343,0.0024121914,0.051292673],"category_scores_gemma":[0.009530467,0.00056463835,0.0012227357,0.0059246374,0.00035875782,0.0027355407,0.0042502964,0.0023552824,0.10247063],"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":[0.00006161394,0.000038483253,0.0021777956,0.0003669628,0.000012727857,0.000025870953,0.00012531468,0.0000793248,0.00012566989,0.00052166794,0.9913059,0.0051586777],"study_design_scores_gemma":[0.00007074599,0.000024097926,0.012787777,0.00032829063,0.000014541803,0.000088744404,0.0006182577,0.0005208655,0.00033050182,0.0008353554,0.9843462,0.000034586563],"about_ca_topic_score_codex":0.020868909,"about_ca_topic_score_gemma":0.044666715,"teacher_disagreement_score":0.051292673,"about_ca_system_score_codex":0.0020179495,"about_ca_system_score_gemma":0.0023463324,"threshold_uncertainty_score":0.1715911},"labels":[],"label_agreement":null},{"id":"W3212800749","doi":"10.18280/ijsse.110505","title":"Software Supply Chain Attacks, a Threat to Global Cybersecurity: SolarWinds’ Case Study","year":2021,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":79,"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 security; Computer science; Software development; Government (linguistics); Software; Supply chain; Vulnerability (computing); Secure coding; Software security assurance; Engineering; Business; Information security; Security service; Operating system","score_opus":0.007342577324418438,"score_gpt":0.24702127376476238,"score_spread":0.23967869644034395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212800749","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":[0.9029866,0.0013643214,0.0052060476,0.005227929,0.000073977964,0.00014560284,0.0003618517,0.0001165604,0.0845172],"genre_scores_gemma":[0.9776838,0.0014563089,0.0031559938,0.0006704417,0.000030252872,0.00003336453,0.00025599202,0.000040091043,0.016673766],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99901557,0.00031902126,0.000056411864,0.00009584942,0.00032768917,0.00018531963],"domain_scores_gemma":[0.99809355,0.0010518854,0.0002711389,0.00013345765,0.0002557364,0.00019431072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011112574,0.00032478804,0.00019578892,0.0014944901,0.0025289576,0.001606713,0.00056760584,0.0024986775,0.002370792],"category_scores_gemma":[0.0024592353,0.00016147911,0.0003325976,0.0017189435,0.0018198659,0.0021439889,0.0014481181,0.0009089668,0.000501052],"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":[0.0006537173,0.0014467085,0.14940532,0.0015690705,0.00016601857,0.20358163,0.13384731,0.031225558,0.012704167,0.15096828,0.10574824,0.20868406],"study_design_scores_gemma":[0.00009744329,0.00080685894,0.043898407,0.001087867,0.00011798029,0.043863684,0.15947258,0.019832617,0.018598696,0.02266368,0.68943566,0.00012438062],"about_ca_topic_score_codex":0.01016342,"about_ca_topic_score_gemma":0.020298189,"teacher_disagreement_score":0.01016342,"about_ca_system_score_codex":0.0017007038,"about_ca_system_score_gemma":0.0012799735,"threshold_uncertainty_score":0.020208538},"labels":[],"label_agreement":null},{"id":"W3213255097","doi":"10.4018/978-1-6684-3554-0.ch025","title":"The Cybersecurity Awareness Training Model (CATRAM)","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"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":"Security awareness; Computer security; Computer science; Information security; Incident response; Knowledge management; Public relations; Political science","score_opus":0.03524798994194161,"score_gpt":0.25802245032542614,"score_spread":0.22277446038348453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213255097","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":[0.048626382,0.0036459588,0.07573523,0.013787709,0.00093878544,0.00096484396,0.0005029914,0.0011556392,0.8546424],"genre_scores_gemma":[0.51615787,0.006486998,0.19749542,0.0045947097,0.0001540939,0.0018853754,0.0015531766,0.00022453396,0.27144793],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99914706,0.00027331113,0.000032749,0.00010079883,0.00035742932,0.000088679786],"domain_scores_gemma":[0.9991258,0.0003509921,0.000076239754,0.00009486362,0.00022495554,0.00012716244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012339972,0.00047174265,0.0001868832,0.00082443224,0.0007515004,0.0029084133,0.0015092461,0.0012643997,0.011492928],"category_scores_gemma":[0.0016287388,0.0002009419,0.00041302486,0.0009460134,0.0012569394,0.0026728206,0.0013909976,0.0017054431,0.0026460649],"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":[0.00003874791,0.00047397777,0.003978492,0.0011317801,0.000012548427,0.00018703031,0.0043254583,0.0052991416,0.0018976748,0.4356351,0.08098715,0.4660329],"study_design_scores_gemma":[0.00005335849,0.0006682616,0.010670977,0.0021357276,0.000041974326,0.0012993559,0.0062033213,0.022716079,0.0032663809,0.101083264,0.8517944,0.00006684833],"about_ca_topic_score_codex":0.0031989035,"about_ca_topic_score_gemma":0.006012799,"teacher_disagreement_score":0.011492928,"about_ca_system_score_codex":0.0027538901,"about_ca_system_score_gemma":0.0055458234,"threshold_uncertainty_score":0.038447678},"labels":[],"label_agreement":null},{"id":"W341367771","doi":"","title":"Do Universities and Students Perceive the Necessity of Security Courses","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"Information security; Computer security; Internet privacy; The Internet; Perception; Computer science; Course (navigation); Quarter (Canadian coin); Security awareness; Security through obscurity; Security information and event management; Psychology; Cloud computing security; World Wide Web; Engineering","score_opus":0.005243018261619498,"score_gpt":0.2324990019792097,"score_spread":0.2272559837175902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W341367771","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":[0.9964761,0.00015869351,0.00006112243,0.0008281443,0.000024785377,0.000009906613,0.000035521636,0.0000040144155,0.0024015654],"genre_scores_gemma":[0.99902225,0.000111073554,0.00003656772,0.00027100867,0.000012243326,0.0000058647565,0.000032849253,0.0000020122836,0.00050613855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981127,0.0004051831,0.0001303282,0.00013385931,0.0006514845,0.0005665791],"domain_scores_gemma":[0.976639,0.0041052024,0.007764413,0.0005054045,0.0024691354,0.0085168565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026090145,0.00020831803,0.00039897967,0.0014039422,0.0015325763,0.004426697,0.00049421703,0.0017628277,0.009163495],"category_scores_gemma":[0.018157449,0.00035182445,0.0005264891,0.00093029253,0.0014663397,0.0022881136,0.0016595308,0.0014619324,0.0013890226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028655783,0.0009406153,0.965019,0.000056063716,0.00006451239,0.00014120356,0.015569158,0.00011569143,0.0006145266,0.0008508898,0.0015831847,0.014758515],"study_design_scores_gemma":[0.000029770154,0.0003669127,0.93559223,0.00006008399,0.000033349825,0.00013880173,0.059066307,0.00045325776,0.0002836742,0.0006554883,0.0032764287,0.000043752236],"about_ca_topic_score_codex":0.0073279,"about_ca_topic_score_gemma":0.007978142,"teacher_disagreement_score":0.009163495,"about_ca_system_score_codex":0.0012643075,"about_ca_system_score_gemma":0.0014325591,"threshold_uncertainty_score":0.030654967},"labels":[],"label_agreement":null},{"id":"W35175113","doi":"10.1128/mra.01174-21","title":"Best practices show the way to information security maturity","year":2008,"lang":"en","type":"article","venue":"Microbiology Resource Announcements","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"Mitacs; Government of Canada","keywords":"Maturity (psychological); Computer science; Computer security; Business; Political science","score_opus":0.023750030476496906,"score_gpt":0.25670216484576275,"score_spread":0.23295213436926585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35175113","genre_codex":"commentary","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":[0.032735072,0.013076447,0.13478823,0.4418578,0.002733351,0.00024373921,0.0003328022,0.0027704705,0.37146205],"genre_scores_gemma":[0.5575313,0.018866858,0.28772545,0.035852727,0.0015138426,0.00040290883,0.0011718519,0.0016224821,0.095312625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.981968,0.0070596277,0.001069367,0.0016709738,0.0066970102,0.0015350383],"domain_scores_gemma":[0.9623125,0.00682219,0.0028857233,0.008969973,0.012284978,0.0067246314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023180088,0.0007838025,0.00047227647,0.0026175492,0.0033303339,0.016120244,0.0020362427,0.003898326,0.010154861],"category_scores_gemma":[0.030454794,0.0004858234,0.0005160634,0.0020207998,0.0073528225,0.019709166,0.00970113,0.0069601065,0.006275163],"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":[0.000058083537,0.00023178045,0.005091344,0.00069671066,0.00005955441,0.00026783606,0.009049642,0.00074270106,0.0032370514,0.46676204,0.077928826,0.43587425],"study_design_scores_gemma":[0.000011823675,0.00009312048,0.0025711071,0.00093435746,0.000018229455,0.00020323214,0.008585524,0.0004717168,0.0017348909,0.23694675,0.74837416,0.000055183213],"about_ca_topic_score_codex":0.004277372,"about_ca_topic_score_gemma":0.004503944,"teacher_disagreement_score":0.023180088,"about_ca_system_score_codex":0.005904205,"about_ca_system_score_gemma":0.0133324405,"threshold_uncertainty_score":0.12258947},"labels":[],"label_agreement":null},{"id":"W37503406","doi":"10.4018/978-1-61692-016-6.ch016","title":"Knowledge for Managing Information Systems Security","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Knowledge management; Information security management; Security information and event management; Information security; Security management; Personal knowledge management; Certified Information Security Manager; Computer science; Business; Cloud computing security; Security service; Computer security; Organizational learning; Network security policy; Cloud computing","score_opus":0.012486895035518926,"score_gpt":0.23835751745640812,"score_spread":0.2258706224208892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37503406","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":[0.0024980414,0.12664986,0.03650677,0.03136258,0.0013886793,0.000093778544,0.000090309964,0.00017325157,0.8012368],"genre_scores_gemma":[0.24298756,0.26562595,0.06562534,0.012015583,0.003531763,0.00036558823,0.00047945022,0.00025854475,0.40911022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998963,0.00036037384,0.00006021044,0.00011934421,0.00038282142,0.000114116476],"domain_scores_gemma":[0.9990717,0.00050796004,0.00006932904,0.00011400748,0.00014602416,0.000090995476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001337787,0.0008371155,0.000462416,0.0022663558,0.002568414,0.00814393,0.0012596899,0.0037483538,0.010402559],"category_scores_gemma":[0.0017858478,0.0002962123,0.0004776512,0.0033612333,0.007221792,0.012475352,0.0031032853,0.004178996,0.003740545],"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":[0.0000028973002,0.000014320705,0.00005543761,0.0002838101,0.0000065694153,0.00011185,0.0027924275,0.00045130955,0.00015062667,0.9069578,0.029491065,0.059681863],"study_design_scores_gemma":[0.0000031281534,0.000010227477,0.00016477845,0.0010024703,0.000007612058,0.00025570573,0.0011811835,0.00039535988,0.0001726384,0.40845045,0.5883449,0.000011602687],"about_ca_topic_score_codex":0.003075788,"about_ca_topic_score_gemma":0.003619413,"teacher_disagreement_score":0.010402559,"about_ca_system_score_codex":0.005399943,"about_ca_system_score_gemma":0.0057462947,"threshold_uncertainty_score":0.039179504},"labels":[],"label_agreement":null},{"id":"W4200593236","doi":"10.2478/popets-2022-0001","title":"Editors’ Introduction","year":2021,"lang":"en","type":"article","venue":"Proceedings on Privacy Enhancing Technologies","topic":"Information and Cyber Security","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":"Computer science","score_opus":0.010148489579409628,"score_gpt":0.23073497015739905,"score_spread":0.2205864805779894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200593236","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021455248,0.01289301,0.0043636877,0.08858287,0.8568807,0.00046584252,0.0013459767,0.0007640032,0.034489248],"genre_scores_gemma":[0.00589109,0.026660174,0.008917938,0.09444287,0.6342208,0.0012736804,0.0019662986,0.0010334132,0.2255937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97327787,0.0048251026,0.0040064305,0.0040918705,0.012315574,0.0014831537],"domain_scores_gemma":[0.8523052,0.030998351,0.011231522,0.008170729,0.08320306,0.014091113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026108194,0.0024491933,0.0018900648,0.0052817296,0.0023245069,0.012339598,0.006618571,0.007597649,0.16659343],"category_scores_gemma":[0.16175902,0.00089422794,0.0022747156,0.0026441868,0.0024796107,0.007675613,0.0039484757,0.0075743906,0.12100317],"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":[0.000028388473,0.000009864647,0.000063353604,0.000595145,0.000008143283,0.00004396704,0.00006098313,0.00005746334,0.000078431025,0.002274016,0.97119385,0.025586406],"study_design_scores_gemma":[0.000011968512,0.000017192437,0.000072895695,0.00041449736,0.0000066854805,0.00008739678,0.000032049993,0.0000412072,0.000057449626,0.0017252509,0.99752325,0.00001004274],"about_ca_topic_score_codex":0.0008425677,"about_ca_topic_score_gemma":0.001233439,"teacher_disagreement_score":0.16659343,"about_ca_system_score_codex":0.0041756877,"about_ca_system_score_gemma":0.011128402,"threshold_uncertainty_score":0.5573106},"labels":[],"label_agreement":null},{"id":"W4205450182","doi":"10.24251/hicss.2022.284","title":"Out with the Old, In with the New: Examining National Cybersecurity Strategy Changes over Time","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer security; Computer science; Internet privacy","score_opus":0.03973319065628658,"score_gpt":0.2734673511503504,"score_spread":0.23373416049406384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205450182","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":[0.9929229,0.00011059943,0.00077172637,0.0015525556,0.000017953318,0.000037419064,0.000058341586,0.000005417595,0.0045229956],"genre_scores_gemma":[0.998602,0.00010654439,0.00055812515,0.00012472288,0.0000033353645,0.00003672782,0.00004356847,0.0000065552854,0.00051852997],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960102,0.0021549042,0.00021977087,0.0003162869,0.0008158519,0.00048301546],"domain_scores_gemma":[0.98158294,0.009209621,0.0035562206,0.0006120402,0.0040545897,0.0009845946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010850607,0.00020866792,0.00035402487,0.0023238047,0.003482992,0.006474802,0.0012178342,0.0009008255,0.0011436179],"category_scores_gemma":[0.030535474,0.000243738,0.0002516811,0.002700218,0.007170586,0.009307396,0.003233047,0.0016788043,0.00014952057],"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":[0.00003700237,0.00009095177,0.07289246,0.00011621575,0.00002340218,0.00024943243,0.898416,0.00020591592,0.0005722864,0.008546439,0.00076859834,0.018081283],"study_design_scores_gemma":[0.000001528387,0.00002591634,0.048580926,0.00009558019,0.000007275155,0.00003985766,0.9454319,0.00041848424,0.0002455549,0.0010339755,0.004100066,0.000018904486],"about_ca_topic_score_codex":0.086420335,"about_ca_topic_score_gemma":0.12550494,"teacher_disagreement_score":0.086420335,"about_ca_system_score_codex":0.013454977,"about_ca_system_score_gemma":0.009841284,"threshold_uncertainty_score":0.17183459},"labels":[],"label_agreement":null},{"id":"W4205995943","doi":"10.22215/etd/2021-14669","title":"A Data-Driven Approach to Evaluate the Security of System Designs","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Attack surface; Leverage (statistics); Computer science; Security testing; Software security assurance; Computer security model; Security information and event management; Computer security; Metric (unit); Security service; Application security; Cloud computing security; Information security; Engineering","score_opus":0.062238549729276095,"score_gpt":0.3054869151713403,"score_spread":0.2432483654420642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205995943","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":[0.022616344,0.0007795836,0.9437134,0.0011910005,0.0001852265,0.0026168362,0.005258239,0.004656796,0.018982679],"genre_scores_gemma":[0.19950372,0.0008433144,0.7841112,0.00058848946,0.000097966324,0.0035785926,0.005018243,0.00073823397,0.0055203578],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98042405,0.006693288,0.0011298711,0.0016938356,0.009625283,0.00043375444],"domain_scores_gemma":[0.94605774,0.029446838,0.0043117492,0.009433359,0.010029403,0.0007208619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014508398,0.0021799982,0.0013435808,0.006617376,0.00066348107,0.0052366056,0.0026538544,0.001255781,0.0062412326],"category_scores_gemma":[0.05012888,0.0010648688,0.0018148533,0.00348558,0.0017078024,0.005150968,0.0019804207,0.0026285995,0.0024034772],"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":[0.0006106688,0.0015217863,0.024991335,0.0034432772,0.00090417394,0.00027811422,0.0009808198,0.18438281,0.024693135,0.16717505,0.018248238,0.57277054],"study_design_scores_gemma":[0.00017048871,0.0015043359,0.008721965,0.00094761536,0.000314844,0.0004011817,0.00082909846,0.69778264,0.045176502,0.17178756,0.07211528,0.0002484685],"about_ca_topic_score_codex":0.0033148115,"about_ca_topic_score_gemma":0.0047789174,"teacher_disagreement_score":0.014508398,"about_ca_system_score_codex":0.0033867515,"about_ca_system_score_gemma":0.0039948313,"threshold_uncertainty_score":0.07672864},"labels":[],"label_agreement":null},{"id":"W4206052595","doi":"10.24251/hicss.2022.587","title":"The Role of Heuristics in Information Security Decision Making","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","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 British Columbia","funders":"","keywords":"Heuristics; Computer science; Information security; Computer security","score_opus":0.019014442608277865,"score_gpt":0.2734164775301927,"score_spread":0.2544020349219148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206052595","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":[0.8789928,0.0008174704,0.082091525,0.0016162078,0.000056644643,0.00023018551,0.00007106483,0.00013149115,0.035992566],"genre_scores_gemma":[0.9884575,0.00013613499,0.0109889675,0.00010153121,0.000007656712,0.00004207306,0.000025795878,0.000011094372,0.00022912772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.98418117,0.0111900205,0.0007536689,0.0011910669,0.0016494517,0.001034623],"domain_scores_gemma":[0.89188534,0.08467543,0.0119768055,0.0059550772,0.0037820516,0.0017252775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016558193,0.000713353,0.00042162053,0.0025925867,0.0014518976,0.006963407,0.0010209511,0.0011839427,0.0015999981],"category_scores_gemma":[0.0758517,0.0005930171,0.0008717718,0.0015882251,0.006072544,0.0048644203,0.0021993178,0.0014419587,0.00021645695],"study_design_candidate":"observational","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":[0.0014033034,0.00082157867,0.21198018,0.0015173053,0.00084638933,0.0012502812,0.105219014,0.06396197,0.008651786,0.3641361,0.0026064178,0.23760566],"study_design_scores_gemma":[0.00028402932,0.00069794914,0.13271102,0.00078551006,0.00039283765,0.00068486686,0.03954309,0.15118743,0.006748412,0.65227276,0.014214698,0.00047734598],"about_ca_topic_score_codex":0.0046253344,"about_ca_topic_score_gemma":0.0036762638,"teacher_disagreement_score":0.016558193,"about_ca_system_score_codex":0.003152305,"about_ca_system_score_gemma":0.003445493,"threshold_uncertainty_score":0.08756912},"labels":[],"label_agreement":null},{"id":"W4206129616","doi":"10.4018/978-1-6684-3698-1.ch027","title":"Security Framework for Supply-Chain Management","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer security; Asset (computer security); Security management; Security information and event management; Confidentiality; Business; Supply chain; Information security; Information security management; Process management; Computer science; Cloud computing security; Cloud computing","score_opus":0.012663109687186277,"score_gpt":0.24457564342469817,"score_spread":0.2319125337375119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206129616","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":[0.0024573791,0.023821546,0.5573891,0.010267814,0.0012582673,0.00035757176,0.000568269,0.00095365016,0.4029264],"genre_scores_gemma":[0.23122734,0.050822042,0.43619654,0.0036482266,0.0024257507,0.0014703315,0.0021183959,0.00052545586,0.27156588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985813,0.00040186787,0.00011280346,0.00025827,0.0004929941,0.0001528245],"domain_scores_gemma":[0.99956733,0.0001252445,0.00005479417,0.00007190348,0.00012753131,0.000053154497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014625987,0.0013867862,0.0005638836,0.0017204292,0.0017325867,0.0055006016,0.0017802438,0.0029237694,0.018633068],"category_scores_gemma":[0.0011063595,0.0005144378,0.0010314392,0.0026692676,0.0028313352,0.0052317195,0.002983297,0.003570141,0.0077665346],"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":[0.0000025199217,0.000008430733,0.000032603202,0.000066591005,0.0000044715375,0.000071574286,0.0001352385,0.002626265,0.00016711705,0.9782618,0.0058476906,0.012775716],"study_design_scores_gemma":[0.000006059377,0.0000143972575,0.000076563476,0.00023235852,0.0000075333096,0.00018287258,0.00011995021,0.008545144,0.00017439094,0.5769541,0.41367182,0.000014797888],"about_ca_topic_score_codex":0.0050974214,"about_ca_topic_score_gemma":0.0027150358,"teacher_disagreement_score":0.018633068,"about_ca_system_score_codex":0.004104665,"about_ca_system_score_gemma":0.0031772163,"threshold_uncertainty_score":0.062333822},"labels":[],"label_agreement":null},{"id":"W4206478679","doi":"10.5539/ass.v18n1p55","title":"Moderating Effect of Self-Efficacy in the Relationship Between Knowledge, Attitude and Environment Behavior of Cybersecurity Awareness","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Moderation; Psychology; IBM; Self-efficacy; Affect (linguistics); Self-awareness; Social psychology","score_opus":0.025297470093675573,"score_gpt":0.3076754870480466,"score_spread":0.28237801695437104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206478679","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":[0.99657464,0.0001593626,0.0003124298,0.00020408792,0.000033095082,0.000041480613,0.000083069885,0.000008319067,0.0025834204],"genre_scores_gemma":[0.9985228,0.00006731722,0.00028419422,0.000046003694,0.000011759094,0.000044137523,0.00005493548,0.000004274458,0.0009645051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99572706,0.0019446911,0.00029861,0.0006935471,0.0005915371,0.0007445899],"domain_scores_gemma":[0.9664804,0.023182234,0.0038742567,0.0014308771,0.0017365358,0.0032957525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039570723,0.0005112016,0.0005403911,0.0007097455,0.0008216509,0.0016672084,0.0005782273,0.00082031224,0.008374131],"category_scores_gemma":[0.014689706,0.00036913785,0.0011464205,0.00041268146,0.0009825437,0.0008300118,0.0011130865,0.0017112879,0.00048038445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010641384,0.0024136861,0.97692424,0.00012716677,0.00042308678,0.00029399863,0.003366819,0.00024924942,0.0015130152,0.00092168123,0.00029683282,0.012406103],"study_design_scores_gemma":[0.00004096724,0.00090353837,0.99320215,0.000093427785,0.00041758834,0.00014466018,0.0017494364,0.0008476091,0.0012744614,0.0003677363,0.0009419909,0.000016500093],"about_ca_topic_score_codex":0.0024882986,"about_ca_topic_score_gemma":0.003042395,"teacher_disagreement_score":0.008374131,"about_ca_system_score_codex":0.0004836404,"about_ca_system_score_gemma":0.0020049117,"threshold_uncertainty_score":0.028014243},"labels":[],"label_agreement":null},{"id":"W4206901069","doi":"10.36227/techrxiv.17425457","title":"Holistic Security and Risk Intelligence: Are Current Risk Management Methods Leading to Breach?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Menzies Centre for Australian Studies, King's College London, University of London; Iran University of Science and Technology; Queen's University; Coventry University; Queen's University Belfast; Kingston University; Robert Gordon University; Birmingham City University","keywords":"Risk management; Risk analysis (engineering); Security management; Order (exchange); Holistic management; Business; Computer science; Computer security; Finance","score_opus":0.04725809623315879,"score_gpt":0.36979368646763133,"score_spread":0.32253559023447254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206901069","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040295787,0.09889137,0.33454302,0.3894186,0.0033128664,0.00013898878,0.00017259533,0.0006770197,0.13254979],"genre_scores_gemma":[0.7934161,0.08290956,0.0847479,0.017240234,0.0032981324,0.00025896318,0.00015817017,0.00021559403,0.017755408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920471,0.0029802849,0.00034434153,0.00087057066,0.0031958895,0.00056178955],"domain_scores_gemma":[0.9836234,0.0068580955,0.002886769,0.0022469454,0.0032830634,0.0011016745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014213163,0.0013335827,0.0013908269,0.0020215213,0.0023245378,0.015750203,0.0017332218,0.003810729,0.0072720214],"category_scores_gemma":[0.019013785,0.00048537366,0.0008976229,0.0016352168,0.013982475,0.021346333,0.0060703713,0.007225279,0.0018836852],"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":[0.00006019964,0.00013525572,0.003347959,0.0006932383,0.00014494153,0.00012698381,0.0025501829,0.00576243,0.00081796,0.6426715,0.017036384,0.326653],"study_design_scores_gemma":[0.000010613379,0.0000639161,0.0016613064,0.0007645063,0.000027722837,0.00016403738,0.0030419966,0.00475881,0.00045750517,0.9528297,0.036156762,0.0000630604],"about_ca_topic_score_codex":0.0012658541,"about_ca_topic_score_gemma":0.0017269611,"teacher_disagreement_score":0.015750203,"about_ca_system_score_codex":0.0031724744,"about_ca_system_score_gemma":0.005586751,"threshold_uncertainty_score":0.0751673},"labels":[],"label_agreement":null},{"id":"W4207041289","doi":"10.36227/techrxiv.17425457.v1","title":"Holistic Security and Risk Intelligence: Are Current Risk Management Methods Leading to Breach?","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Menzies Centre for Australian Studies, King's College London, University of London; Iran University of Science and Technology; Queen's University; Coventry University; Queen's University Belfast; Kingston University; Robert Gordon University; Birmingham City University","keywords":"Risk management; Security management; Risk analysis (engineering); Order (exchange); Holistic management; Business; Computer science; Knowledge management; Computer security; Finance","score_opus":0.04725809623315879,"score_gpt":0.36979368646763133,"score_spread":0.32253559023447254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207041289","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":[0.049971025,0.0807511,0.5271775,0.23079997,0.002479884,0.0001688735,0.00015941818,0.00066704385,0.10782521],"genre_scores_gemma":[0.8401788,0.051208846,0.08869237,0.007857132,0.0021437993,0.00024029259,0.000120646044,0.00016646853,0.009391759],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904902,0.0036012821,0.00044543177,0.0010442402,0.0038319128,0.0005869755],"domain_scores_gemma":[0.98229766,0.007612315,0.003331718,0.0027131222,0.003077779,0.00096740085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015916815,0.0015930434,0.0016334784,0.0021600123,0.0022490313,0.014075071,0.0017349552,0.0036087548,0.0052911304],"category_scores_gemma":[0.022002263,0.0005431242,0.00094232644,0.0017937988,0.01367282,0.021410195,0.006372411,0.007138063,0.0012826609],"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":[0.00007139061,0.00014584308,0.0039951787,0.0007562236,0.00021903726,0.00013437233,0.002795187,0.00931507,0.00095099106,0.71468824,0.010240882,0.25668764],"study_design_scores_gemma":[0.000011446269,0.00006993685,0.0015280661,0.0005684706,0.000034107095,0.00016864516,0.0021402063,0.005957271,0.00048718983,0.9657668,0.023208076,0.000059774084],"about_ca_topic_score_codex":0.0010043944,"about_ca_topic_score_gemma":0.0013373424,"teacher_disagreement_score":0.015916815,"about_ca_system_score_codex":0.0027764828,"about_ca_system_score_gemma":0.005067806,"threshold_uncertainty_score":0.08417714},"labels":[],"label_agreement":null},{"id":"W420931213","doi":"10.1007/978-3-642-35795-4_1","title":"Software Trustworthiness: Past, Present and Future","year":2013,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Software deployment; Trustworthiness; Software; Computer science; Government (linguistics); Software quality assurance; Software engineering; Software system; Software peer review; The Internet; Software construction; Computer security; World Wide Web; Operating system","score_opus":0.01950044557171182,"score_gpt":0.2555972065324211,"score_spread":0.23609676096070925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W420931213","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":[0.008154951,0.88285106,0.023232207,0.021312881,0.0041810325,0.000015565718,0.00006429526,0.00015058371,0.060037408],"genre_scores_gemma":[0.23310223,0.69760513,0.018257776,0.0029153689,0.010916786,0.00005246935,0.00016454609,0.0002234323,0.036762204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896395,0.00029906345,0.00007262135,0.00013309783,0.0004600291,0.00007125804],"domain_scores_gemma":[0.99361587,0.004474022,0.00046970075,0.00029197804,0.00081636786,0.00033217983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027002657,0.0007144606,0.0008390493,0.0025783388,0.0007172567,0.004889471,0.0007884443,0.0014635727,0.0040962957],"category_scores_gemma":[0.006369597,0.00047869387,0.00043921132,0.0032940141,0.003683902,0.007809897,0.001437806,0.0030481957,0.0010414416],"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":[0.00005207963,0.000051693714,0.0017224813,0.0011337574,0.00003363816,0.000117157935,0.0018033736,0.0013672009,0.00054842554,0.19647613,0.05321612,0.74347794],"study_design_scores_gemma":[0.000017449556,0.00013910534,0.0034559648,0.003440417,0.000049138558,0.0009017297,0.0017389951,0.005181325,0.000530279,0.57529676,0.40918288,0.000066069326],"about_ca_topic_score_codex":0.0016392376,"about_ca_topic_score_gemma":0.002463703,"teacher_disagreement_score":0.004889471,"about_ca_system_score_codex":0.0020331705,"about_ca_system_score_gemma":0.0021486864,"threshold_uncertainty_score":0.014751792},"labels":[],"label_agreement":null},{"id":"W4210272087","doi":"10.2196/30050","title":"Assessing the Legal Aspects of Information Security Requirements for Health Care in 3 Countries: Scoping Review and Framework Development","year":2022,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Development (topology); Health care; Business; Process management; Risk analysis (engineering); Political science; Law","score_opus":0.030874102203266432,"score_gpt":0.3678379648268468,"score_spread":0.33696386262358036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210272087","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":[0.009659665,0.9330324,0.015342883,0.00790746,0.00040324812,0.01301457,0.0037820651,0.00009944701,0.016758213],"genre_scores_gemma":[0.09414208,0.83098054,0.048828,0.0017692238,0.00010245855,0.019760586,0.0034774337,0.00004534118,0.00089429674],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95035684,0.018219387,0.018827766,0.0026975735,0.008476978,0.0014214074],"domain_scores_gemma":[0.84841263,0.11632045,0.013039131,0.0028883517,0.018466394,0.00087300595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07951441,0.0022410431,0.0044232556,0.07447,0.0036647287,0.010821567,0.004408797,0.0047718086,0.0029791484],"category_scores_gemma":[0.14732122,0.002128668,0.009167422,0.054512605,0.0046909526,0.00817938,0.008372346,0.0032247442,0.00038359297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012244974,0.000106941385,0.006984193,0.6258991,0.0018123486,0.00095620815,0.014677936,0.0031578878,0.00043166522,0.045458328,0.0066830493,0.2937098],"study_design_scores_gemma":[0.000028368371,0.00007235936,0.0054496587,0.90940243,0.0038377887,0.00032201406,0.008958615,0.0008397248,0.0003822652,0.0049538566,0.06568973,0.000063187574],"about_ca_topic_score_codex":0.050890394,"about_ca_topic_score_gemma":0.067502394,"teacher_disagreement_score":0.07951441,"about_ca_system_score_codex":0.030089121,"about_ca_system_score_gemma":0.09845514,"threshold_uncertainty_score":0.42051739},"labels":[],"label_agreement":null},{"id":"W4210869528","doi":"10.2196/33502","title":"Toward Human Digital Twins for Cybersecurity Simulations on the Metaverse: Ontological and Network Science Approach","year":2022,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Information and Cyber Security","field":"Computer Science","cited_by":60,"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; Metaverse; Perception; Ontology; Cognition; Human–computer interaction; Data science; Psychology; Epistemology; Virtual reality","score_opus":0.05209111304724988,"score_gpt":0.28222886067799013,"score_spread":0.23013774763074024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210869528","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":[0.27012047,0.00010907687,0.7076681,0.0016786113,0.00006210036,0.00028673102,0.00042278052,0.0007397546,0.018912347],"genre_scores_gemma":[0.6595761,0.00018561193,0.3365726,0.00018149527,0.000020124719,0.00033980972,0.0005360349,0.0001763505,0.0024117993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986854,0.00082646037,0.000051865092,0.00016836564,0.00018781559,0.00008000171],"domain_scores_gemma":[0.99316204,0.0043018577,0.0004144881,0.0011438497,0.0005544396,0.0004233134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035258404,0.00055569445,0.00030042898,0.0024321205,0.0013685244,0.0037289488,0.0012449144,0.0010511961,0.004658485],"category_scores_gemma":[0.016575143,0.00036944027,0.00093444384,0.0011103827,0.0024823758,0.006030243,0.004340405,0.0019528973,0.00043438445],"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":[0.00017278738,0.00036680183,0.02643764,0.00022300484,0.000078041376,0.00026292886,0.0063298335,0.17629175,0.003318508,0.7249761,0.002029291,0.05951335],"study_design_scores_gemma":[0.000022006654,0.00006972528,0.0024748151,0.00009818252,0.000031464777,0.000099801735,0.0026524428,0.7075864,0.0021017166,0.27040416,0.014428274,0.00003099392],"about_ca_topic_score_codex":0.006069238,"about_ca_topic_score_gemma":0.009164996,"teacher_disagreement_score":0.006069238,"about_ca_system_score_codex":0.0025902747,"about_ca_system_score_gemma":0.0021555515,"threshold_uncertainty_score":0.018793821},"labels":[],"label_agreement":null},{"id":"W4212885102","doi":"10.5539/nct.v7n1p1","title":"An Assessment of Employee Knowledge, Awareness, Attitude towards Organizational Cybersecurity in Cameroon","year":2022,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Information and Cyber Security","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":"Enabling; Promotion (chess); Resilience (materials science); Security awareness; Element (criminal law); Self-awareness; Knowledge management; Compromise; Public relations; Business; Computer security; Psychology; Information security; Computer science; Political science; Social psychology","score_opus":0.015387047669293845,"score_gpt":0.30777417669646545,"score_spread":0.2923871290271716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212885102","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":[0.9994524,0.000045170586,0.000025353462,0.000041431413,0.0000024778728,0.0000148601075,0.00003927596,6.535922e-7,0.00037839124],"genre_scores_gemma":[0.9995339,0.00006104371,0.000067980895,0.000024359651,0.0000016839655,0.000018938417,0.000035551617,2.3496189e-7,0.00025632634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994727,0.00016926743,0.00005537136,0.00004561044,0.00007973978,0.0001774019],"domain_scores_gemma":[0.9981312,0.0004918929,0.0005902132,0.00004017436,0.00032508868,0.0004214843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012261681,0.00035109016,0.00018150738,0.001019143,0.0009779964,0.0006504494,0.00023469346,0.00047717793,0.0020811865],"category_scores_gemma":[0.0023077345,0.0002263422,0.00025184455,0.0007253782,0.00050054124,0.00046001858,0.0004940039,0.000507406,0.00023877426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115452785,0.0003869499,0.97860914,0.000058149722,0.000013042359,0.0003577572,0.0073552877,0.00009669865,0.0010984214,0.000085993335,0.00021019211,0.0116130095],"study_design_scores_gemma":[0.000006212231,0.00060765084,0.97949034,0.00005299168,0.000013730642,0.00019888063,0.01814485,0.0003151261,0.0003341415,0.000037374444,0.00078520266,0.000013513025],"about_ca_topic_score_codex":0.012382,"about_ca_topic_score_gemma":0.015408029,"teacher_disagreement_score":0.012382,"about_ca_system_score_codex":0.0009677943,"about_ca_system_score_gemma":0.0009030346,"threshold_uncertainty_score":0.024619877},"labels":[],"label_agreement":null},{"id":"W4214825195","doi":"10.1007/978-3-319-04612-9_4","title":"Minimum-Cost Network Hardening","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Computer science; Proposition; Exploit; Compromise; Computer security; Hardening (computing); Intrusion; Distributed computing","score_opus":0.01583331575734662,"score_gpt":0.22873011300191598,"score_spread":0.21289679724456936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214825195","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":[0.039864317,0.0026684313,0.8252265,0.0020143662,0.00085314544,0.00018051521,0.0004070628,0.0016223246,0.12716335],"genre_scores_gemma":[0.6072485,0.0036340044,0.2705855,0.00061183685,0.0007459519,0.0002696058,0.0008970977,0.0012204845,0.11478704],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99950397,0.00008159688,0.000018026523,0.000113491726,0.00018052562,0.00010243242],"domain_scores_gemma":[0.99905056,0.0004624825,0.000060937844,0.00025645443,0.00011861143,0.000050927516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005189399,0.001521915,0.00095564674,0.00080596074,0.00066840963,0.0013455247,0.0023905002,0.0011930901,0.027665902],"category_scores_gemma":[0.0032473768,0.0004761007,0.0006353256,0.0008938232,0.0008033917,0.0030376776,0.0019953097,0.0029644915,0.0025014551],"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":[0.00037940056,0.0001790126,0.00018706816,0.0006629316,0.00006185236,0.00012790074,0.00010256337,0.30965585,0.011813659,0.21383667,0.03824011,0.42475298],"study_design_scores_gemma":[0.00007252719,0.00009974353,0.0003125271,0.0001183682,0.00004286955,0.00021169844,0.00006894184,0.61179835,0.0062491703,0.35926703,0.021733273,0.000025532454],"about_ca_topic_score_codex":0.0008286427,"about_ca_topic_score_gemma":0.0013463829,"teacher_disagreement_score":0.027665902,"about_ca_system_score_codex":0.0010198064,"about_ca_system_score_gemma":0.00066898053,"threshold_uncertainty_score":0.09255171},"labels":[],"label_agreement":null},{"id":"W4225727686","doi":"10.2139/ssrn.4057505","title":"Do You Know Where Your Data Sleeps at Night? Cyber Security and Ransomware in Financial Markets","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Bank of Canada; Queen's University; Wilfrid Laurier University","funders":"","keywords":"Ransomware; Computer security; Business; Data breach; Internet privacy; Malware; Computer science","score_opus":0.008797260152065865,"score_gpt":0.2320939779154264,"score_spread":0.22329671776336055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225727686","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":[0.7768708,0.0069326265,0.00093240436,0.11872492,0.0002568848,0.000012358571,0.00017928166,0.0000100641155,0.0960807],"genre_scores_gemma":[0.9926454,0.0015425212,0.000071478054,0.0017583969,0.00023041997,0.000004551225,0.000031546904,0.000005093476,0.003710564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948907,0.00021677405,0.000014727143,0.000048366015,0.000070920345,0.00016007102],"domain_scores_gemma":[0.99584705,0.001896657,0.0012466173,0.00009094413,0.00028956527,0.00062919414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013701923,0.000099201345,0.00029305808,0.00060921756,0.0015526252,0.0036052521,0.00047143677,0.0023410188,0.017745258],"category_scores_gemma":[0.007271102,0.0001833075,0.00021026187,0.0010730885,0.003046058,0.008485002,0.0010568036,0.0028023727,0.00096704083],"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":[0.0010168006,0.0011067173,0.39641553,0.00019643908,0.00012549723,0.0017509309,0.024582827,0.0009269198,0.00059685874,0.4065489,0.044541437,0.12219107],"study_design_scores_gemma":[0.00010144021,0.00020527533,0.4676258,0.00049200695,0.00009776588,0.0012835668,0.11300349,0.0049097603,0.00032290583,0.3563978,0.05543358,0.00012665088],"about_ca_topic_score_codex":0.015625758,"about_ca_topic_score_gemma":0.02291238,"teacher_disagreement_score":0.017745258,"about_ca_system_score_codex":0.0009154284,"about_ca_system_score_gemma":0.0007624948,"threshold_uncertainty_score":0.059363782},"labels":[],"label_agreement":null},{"id":"W4226185516","doi":"10.1007/978-3-031-02067-4","title":"Risks and Security of Internet and Systems","year":2022,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Computer security; Internet privacy; The Internet; Computer science; Business; World Wide Web","score_opus":0.0169938143446997,"score_gpt":0.24843869161724805,"score_spread":0.23144487727254834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226185516","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":[0.012180238,0.053056594,0.025046874,0.011696709,0.00091535534,0.000027493323,0.00010286931,0.00011476929,0.896859],"genre_scores_gemma":[0.42269713,0.07687588,0.013609681,0.0022033218,0.003209724,0.00010441402,0.00017992516,0.00013258337,0.48098734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998103,0.000059089863,0.0000063075845,0.00001481797,0.0000953036,0.000014150845],"domain_scores_gemma":[0.9994748,0.00035544264,0.000046497706,0.000042757456,0.00005186838,0.000028680905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030074624,0.0005804191,0.00027259634,0.00084326,0.0005313972,0.002379802,0.00027246954,0.0010378174,0.008788001],"category_scores_gemma":[0.0011747517,0.0001779885,0.00017778497,0.0007006971,0.0017521966,0.0029860241,0.00064731034,0.0017012666,0.0013493873],"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":[0.000008293623,0.000012447069,0.00017423717,0.0000478075,0.0000050356407,0.00005254885,0.00031137443,0.0010802399,0.00026034802,0.94562244,0.020260142,0.032165166],"study_design_scores_gemma":[0.0000024126373,0.00001453029,0.00034180708,0.000088233486,0.0000043009413,0.00014330861,0.00018615187,0.0009185056,0.00010816924,0.8809998,0.11718857,0.000004228193],"about_ca_topic_score_codex":0.00081236195,"about_ca_topic_score_gemma":0.00092644885,"teacher_disagreement_score":0.008788001,"about_ca_system_score_codex":0.00081720285,"about_ca_system_score_gemma":0.0006225695,"threshold_uncertainty_score":0.02939874},"labels":[],"label_agreement":null},{"id":"W4226212543","doi":"10.4018/978-1-6684-3554-0.ch017","title":"Opportunities and Challenges of Cybersecurity for Undergraduate Information Systems Programs","year":2021,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Saint Mary's University","funders":"","keywords":"Computer security; The Internet; Curriculum; Computer science; Perspective (graphical); Engineering management; World Wide Web; Engineering; Political science","score_opus":0.05436695097281919,"score_gpt":0.24177019737622102,"score_spread":0.18740324640340184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226212543","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65454614,0.01264311,0.0055916733,0.040682476,0.000546938,0.000112870424,0.00012078262,0.000077219156,0.28567886],"genre_scores_gemma":[0.9416587,0.007525277,0.00398193,0.0017135438,0.00021491332,0.00011840456,0.00011456207,0.000023010207,0.044649664],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910104,0.0003593739,0.000020803824,0.00007307633,0.00023384426,0.00021188354],"domain_scores_gemma":[0.99782276,0.00089851144,0.00019703017,0.0000674634,0.00014836549,0.00086598744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014888998,0.00020431221,0.0001646649,0.0006281664,0.00233766,0.006723827,0.0005360625,0.00071713224,0.007642307],"category_scores_gemma":[0.0018537103,0.0001813147,0.00014779335,0.0010569773,0.0014836801,0.0034451855,0.0030977393,0.0019600024,0.00063856674],"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":[0.000036086203,0.0007684604,0.050662454,0.00077040197,0.000008409483,0.00073715014,0.086186305,0.0007486115,0.0027916632,0.24824801,0.058684237,0.5503582],"study_design_scores_gemma":[0.000015103855,0.000346239,0.08349671,0.0021540406,0.000015520092,0.0015332844,0.24419987,0.0015529451,0.001921328,0.077029444,0.58768845,0.000047034257],"about_ca_topic_score_codex":0.00072825165,"about_ca_topic_score_gemma":0.004192629,"teacher_disagreement_score":0.007642307,"about_ca_system_score_codex":0.00184097,"about_ca_system_score_gemma":0.006396137,"threshold_uncertainty_score":0.025566041},"labels":[],"label_agreement":null},{"id":"W4226369790","doi":"10.4018/jgim.299324","title":"Effects of Personal Factors and Organizational Reinforcing Tools in Decreasing Employee Engagement in Unhygienic Cyber Practices","year":2022,"lang":"en","type":"article","venue":"Journal of Global Information Management","topic":"Information and Cyber Security","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":"Brock University","funders":"Brock University","keywords":"Employee engagement; Business; Psychology; Structural equation modeling; Public relations; Political science; Computer science","score_opus":0.015220835573757398,"score_gpt":0.26012049275876337,"score_spread":0.24489965718500598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226369790","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":[0.99883753,0.00006346841,0.00017695758,0.00008665619,0.0000038362996,0.000025446958,0.0000120458935,0.0000042446554,0.0007898987],"genre_scores_gemma":[0.9990023,0.00007943597,0.0006009807,0.00003452864,0.00000214222,0.00002707293,0.000010750193,0.0000011135993,0.00024166873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981335,0.001180593,0.00008012688,0.00011665377,0.00018383884,0.0003054203],"domain_scores_gemma":[0.9909156,0.005012528,0.0016641979,0.00047311003,0.00039918395,0.0015354684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019549895,0.00036550497,0.00021846128,0.00038006637,0.00074072904,0.0010109913,0.00040645275,0.00043571094,0.0018730208],"category_scores_gemma":[0.006170331,0.00017054545,0.0005169346,0.0002904678,0.00062855665,0.00038047438,0.0009932787,0.0007011002,0.00014065382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015578181,0.02629751,0.82898164,0.00042091444,0.0005077541,0.00029927868,0.0064219935,0.0019044703,0.004823634,0.0007130429,0.0003992832,0.12767272],"study_design_scores_gemma":[0.00010960394,0.006656723,0.9789175,0.00016711523,0.00029839878,0.00009603533,0.007784565,0.0017237574,0.0025587485,0.0002973273,0.0013654626,0.00002476167],"about_ca_topic_score_codex":0.0021380212,"about_ca_topic_score_gemma":0.0047174,"teacher_disagreement_score":0.0021380212,"about_ca_system_score_codex":0.0006354704,"about_ca_system_score_gemma":0.0014345851,"threshold_uncertainty_score":0.010339081},"labels":[],"label_agreement":null},{"id":"W4229499577","doi":"10.4018/978-1-59904-147-6.ch004","title":"A Social Ontology for Integrating Security and Software Engineering","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Security engineering; Computer science; Software security assurance; Ontology; Computer security; Software engineering; Engineering; Risk analysis (engineering); Security service; Information security; Business","score_opus":0.018087233028011823,"score_gpt":0.25777149537059113,"score_spread":0.2396842623425793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229499577","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":[0.0044065756,0.009635468,0.5890783,0.023706963,0.0011842834,0.00021149889,0.0002195904,0.00037346926,0.3711839],"genre_scores_gemma":[0.2679786,0.022066077,0.5809105,0.0060347263,0.0012426915,0.00118981,0.00091522996,0.00056010793,0.11910228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981481,0.00097473204,0.00012646274,0.00016221065,0.00048402502,0.00010451226],"domain_scores_gemma":[0.9987803,0.0006915514,0.00009069053,0.00019247326,0.00013462735,0.00011032401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022063314,0.0009632554,0.0005955237,0.003047309,0.002811919,0.0051539894,0.001413128,0.0026854952,0.005031311],"category_scores_gemma":[0.0020055883,0.0006069616,0.0011333298,0.0032388575,0.011417666,0.010743303,0.0036431542,0.0050461153,0.001347445],"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":[9.574487e-7,0.0000050221543,0.00002330787,0.000033276454,0.000002123733,0.000032251817,0.000670764,0.00031967936,0.000086553,0.99075425,0.0021166282,0.0059551606],"study_design_scores_gemma":[0.0000029423645,0.0000055464234,0.00005687706,0.00010389915,0.0000037935924,0.00009186809,0.00057069404,0.0017336197,0.00011379106,0.84415627,0.15315272,0.000007943999],"about_ca_topic_score_codex":0.004391098,"about_ca_topic_score_gemma":0.0049608983,"teacher_disagreement_score":0.0051539894,"about_ca_system_score_codex":0.004821599,"about_ca_system_score_gemma":0.0038356213,"threshold_uncertainty_score":0.034983337},"labels":[],"label_agreement":null},{"id":"W4230370288","doi":"10.4018/9781599049458.ch085","title":"Privacy Management Architecture Privacy Technologies","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"National Research Council Canada","funders":"","keywords":"Internet privacy; Architecture; Information privacy; Privacy software; Computer security; Privacy by Design; Business; Computer science; Geography","score_opus":0.01664911280959689,"score_gpt":0.22521979668193004,"score_spread":0.20857068387233316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230370288","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":[0.0039677233,0.014749091,0.46303383,0.019505389,0.00076849427,0.00036143296,0.00036815833,0.0028481826,0.4943977],"genre_scores_gemma":[0.15480612,0.04595967,0.41203794,0.0061448053,0.0012402252,0.0010195837,0.0020125082,0.0013099164,0.37546924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960647,0.0011429344,0.0002777691,0.00056170643,0.0016025201,0.00035040427],"domain_scores_gemma":[0.9985397,0.00046409504,0.00007501788,0.0004594828,0.00035813954,0.00010359074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003050492,0.0013117859,0.00059011136,0.0023709622,0.0034675386,0.011534851,0.002510114,0.004745666,0.019611679],"category_scores_gemma":[0.0037452052,0.0010960302,0.0011833683,0.0041659893,0.004078812,0.01844249,0.0061284075,0.006569171,0.009268662],"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":[0.0000060642124,0.000023467044,0.00008714508,0.00016377725,0.000012070447,0.000070850685,0.0007590966,0.0011799207,0.00047705346,0.94544613,0.013506431,0.038267974],"study_design_scores_gemma":[0.000008298994,0.000015601921,0.00013724554,0.00028678068,0.000018670598,0.00038068974,0.00038024836,0.005719519,0.0011556225,0.370421,0.6214549,0.000021493457],"about_ca_topic_score_codex":0.0033580721,"about_ca_topic_score_gemma":0.0020502333,"teacher_disagreement_score":0.019611679,"about_ca_system_score_codex":0.0054521053,"about_ca_system_score_gemma":0.0043933187,"threshold_uncertainty_score":0.06560761},"labels":[],"label_agreement":null},{"id":"W4230429640","doi":"10.1109/cybersa.2019.8899723","title":"Table of contents","year":2019,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"U.S. Air Force Academy; Indian Institute of Technology Mandi; King's College London; Simon Fraser University; University of the Aegean; Queen's University; Abertay University; University of New South Wales; University of Bristol; European Union Agency for Network and Information Security; Queen's University Belfast; Ulster University; University of Oxford; University College London; Manchester Metropolitan University; University of the West of England; Universitetet i Stavanger; U.S. Department of Energy; University of Derby; University of Central Lancashire; Robert Gordon University; Centre International de Recherche sur le Cancer; U.S. Air Force; Leeds Beckett University; Edinburgh Napier University; Science and Technology Directorate; U.S. Department of Homeland Security","keywords":"Multidisciplinary approach; Mainstream; Originality; Government (linguistics); Promotion (chess); Public relations; Engineering ethics; Engineering; Computer science; Knowledge management; Political science; Sociology; Politics; Social science; Qualitative research","score_opus":0.01158891386073479,"score_gpt":0.2148592465566235,"score_spread":0.2032703326958887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230429640","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":[0.00095364556,0.0056937174,0.003513166,0.008752658,0.01971138,0.00082121626,0.04683237,0.002858057,0.91086376],"genre_scores_gemma":[0.005324643,0.006241641,0.002718843,0.0041428087,0.0056345523,0.00046368522,0.040177763,0.0013523067,0.93394375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894685,0.00011792569,0.00007728277,0.00018905582,0.00057837175,0.00009048378],"domain_scores_gemma":[0.99400723,0.00089533353,0.0002517793,0.0004521429,0.0036042582,0.0007892246],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00092405616,0.00093900267,0.0010128808,0.004528993,0.0021765127,0.0060257204,0.0016711664,0.0012545515,0.7894147],"category_scores_gemma":[0.011192176,0.0003578987,0.00061325415,0.0041462947,0.0004719048,0.003237591,0.0019783748,0.0016467504,0.7173926],"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":[0.000022371592,0.000023477402,0.00020525655,0.00024387793,0.0000029151395,0.000029781702,0.000035604487,0.000086180815,0.00014668492,0.0019798027,0.94891,0.04831399],"study_design_scores_gemma":[0.0000036226525,0.0000122258225,0.0003402953,0.00018001646,0.0000027487163,0.00005819479,0.000048366983,0.00004006732,0.00007200812,0.0008401055,0.9983973,0.0000050141766],"about_ca_topic_score_codex":0.0048643234,"about_ca_topic_score_gemma":0.0040546516,"teacher_disagreement_score":0.2105853,"about_ca_system_score_codex":0.0022627863,"about_ca_system_score_gemma":0.0036768212,"threshold_uncertainty_score":0.30037433},"labels":[],"label_agreement":null},{"id":"W4230714096","doi":"10.22215/timreview712","title":"Quantitative Metrics and Risk Assessment: The Three Tenets Model of Cybersecurity","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Denial-of-service attack; Network packet; Computer security; Computer science; Bandwidth (computing); Quarter (Canadian coin); Denial; Computer network; The Internet; Psychology; History","score_opus":0.03038076889577404,"score_gpt":0.29732032382784296,"score_spread":0.2669395549320689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230714096","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":[0.026967846,0.0023539949,0.9310552,0.013483248,0.00018075672,0.00025498515,0.00042083746,0.0001930144,0.02509004],"genre_scores_gemma":[0.8277207,0.002614787,0.16172251,0.00075668766,0.00043115995,0.0006283837,0.0003215714,0.00007687947,0.005727291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9890859,0.006301355,0.00050083717,0.00086663506,0.002764269,0.0004808997],"domain_scores_gemma":[0.9693989,0.021751128,0.003432557,0.0014082618,0.0030807883,0.00092843367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0122100925,0.002292111,0.0015075858,0.0070506404,0.0011433575,0.007994768,0.0030310508,0.002636754,0.0040436853],"category_scores_gemma":[0.037387863,0.00079338654,0.0018321171,0.004174552,0.008688162,0.010852312,0.003548789,0.0038319665,0.0005249032],"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":[0.00003609566,0.000085807704,0.003995976,0.00013325046,0.00015811257,0.00013490875,0.0004170557,0.07256959,0.00016612129,0.9009122,0.0016981869,0.019692719],"study_design_scores_gemma":[0.000010980932,0.000054858712,0.0011770568,0.00008627063,0.000028982377,0.00009647966,0.0002021459,0.18894325,0.000061530365,0.8069364,0.0023710402,0.000031039275],"about_ca_topic_score_codex":0.0063214954,"about_ca_topic_score_gemma":0.0026034352,"teacher_disagreement_score":0.0122100925,"about_ca_system_score_codex":0.0049608443,"about_ca_system_score_gemma":0.004031143,"threshold_uncertainty_score":0.064573884},"labels":[],"label_agreement":null},{"id":"W4230795979","doi":"10.4018/9781599049373.ch099","title":"Modelling Security Patterns Using NFR Analysis","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Computer science; Scope (computer science); Software design pattern; Representation (politics); Context (archaeology); Computer security model; Security engineering; Computer security; Data science; Information security; Software security assurance; Security service; Geography; Political science","score_opus":0.0353926808796063,"score_gpt":0.2433793054232326,"score_spread":0.20798662454362632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230795979","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":[0.015407721,0.00039956448,0.9552573,0.0004326055,0.00003957507,0.00023127487,0.0005426246,0.0015037287,0.026185581],"genre_scores_gemma":[0.17336807,0.0011409125,0.79963744,0.00015767738,0.000031489017,0.0005782778,0.0020435282,0.0007271999,0.0223153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99877447,0.00037259128,0.00010801735,0.00018777915,0.00043131967,0.00012583233],"domain_scores_gemma":[0.9975017,0.001672002,0.00022536611,0.00029472777,0.0002671286,0.000039217102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017828997,0.0009253598,0.00046480703,0.002981869,0.00076141657,0.0025730026,0.0014331329,0.0015691,0.010185558],"category_scores_gemma":[0.005426256,0.0005561745,0.0020866732,0.0017047274,0.0011714766,0.00400872,0.0012913174,0.001289676,0.002284398],"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":[0.00008315441,0.00012733118,0.0039557624,0.00058787677,0.00006666344,0.0010021091,0.0028167635,0.23335037,0.008162714,0.58365566,0.006442955,0.15974866],"study_design_scores_gemma":[0.000023875695,0.0000409766,0.00089423056,0.00030832848,0.000049998067,0.000532202,0.00058407494,0.6962509,0.0041022426,0.21030849,0.086860195,0.000044433673],"about_ca_topic_score_codex":0.010056218,"about_ca_topic_score_gemma":0.010287213,"teacher_disagreement_score":0.010185558,"about_ca_system_score_codex":0.0017175686,"about_ca_system_score_gemma":0.0012614549,"threshold_uncertainty_score":0.034074128},"labels":[],"label_agreement":null},{"id":"W4231765250","doi":"10.1007/978-1-4842-3627-7_11","title":"Remediation","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Environmental remediation; Vendor; Implementation; Vulnerability (computing); Computer security; Business; Public disclosure; Service (business); Internet privacy; Computer science; Engineering; Marketing","score_opus":0.020287406406633447,"score_gpt":0.2213158162234698,"score_spread":0.20102840981683634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231765250","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":[0.0041787904,0.01724766,0.10132927,0.02446953,0.0071146116,0.00043460482,0.00039559143,0.0034048331,0.8414251],"genre_scores_gemma":[0.086592995,0.022381702,0.058470108,0.013119933,0.0019197095,0.00029533522,0.00074544083,0.0017337259,0.814741],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743795,0.00041233006,0.00013113223,0.00045932812,0.0013015599,0.0002577198],"domain_scores_gemma":[0.997004,0.0006515374,0.00027713334,0.0008490764,0.0010557079,0.00016246276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023391596,0.001354419,0.0006963149,0.002508534,0.0023748316,0.0053778407,0.003045816,0.0037129123,0.060120992],"category_scores_gemma":[0.0070956317,0.00047555772,0.0011054961,0.0011212121,0.0025667595,0.008332326,0.00477009,0.005060164,0.023941947],"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":[0.000031265834,0.00014348773,0.00047269196,0.00056212925,0.000029790652,0.00033070293,0.001575565,0.0017414909,0.0025136704,0.3663227,0.2828304,0.3434462],"study_design_scores_gemma":[0.0000067433043,0.000032094602,0.00023165789,0.00039456142,0.000014220639,0.00047462224,0.00042262516,0.0007895264,0.0015681927,0.04517472,0.9508692,0.000021811955],"about_ca_topic_score_codex":0.0019947165,"about_ca_topic_score_gemma":0.0025309077,"teacher_disagreement_score":0.060120992,"about_ca_system_score_codex":0.00244662,"about_ca_system_score_gemma":0.0027594995,"threshold_uncertainty_score":0.20112479},"labels":[],"label_agreement":null},{"id":"W4231965990","doi":"10.1016/s0037-6337(10)70138-8","title":"Data Watch: Hacker Attacks Against Health Care Organizations Rose Significantly in the Last Quarter of 2009","year":2010,"lang":"en","type":"article","venue":"Skin & Allergy News","topic":"Information and Cyber Security","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":"Rose (mathematics); Hacker; Quarter (Canadian coin); Internet privacy; Computer security; Art; History; Computer science; Horticulture; Biology; Archaeology","score_opus":0.015117187594929872,"score_gpt":0.2651340267762969,"score_spread":0.250016839181367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231965990","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":[0.1381012,0.01456263,0.0036865475,0.58394337,0.036838878,0.0003155744,0.037078615,0.0045064143,0.18096684],"genre_scores_gemma":[0.5346361,0.017589776,0.004444589,0.23262261,0.025179068,0.00016086343,0.033254344,0.0008281647,0.15128452],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980843,0.00022623356,0.0001418412,0.0001773663,0.0010342334,0.00033609002],"domain_scores_gemma":[0.9882229,0.0031316183,0.003389757,0.00047571096,0.0027874182,0.0019926708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018761855,0.0006618762,0.0003269341,0.0016655466,0.0011062298,0.0036332444,0.0005801636,0.004555242,0.016313387],"category_scores_gemma":[0.0117525505,0.00032374312,0.0004937318,0.0013011285,0.0007309852,0.0026966394,0.0019352176,0.0044547487,0.0067010443],"study_design_candidate":"observational","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":[0.00019569034,0.00007111361,0.031744238,0.00023183133,0.000065638065,0.00040159715,0.00037626975,0.000117594565,0.0010709252,0.0012187456,0.9209056,0.043600768],"study_design_scores_gemma":[0.00010185133,0.00032904831,0.22658178,0.0005865551,0.00016182761,0.0013311711,0.0036325252,0.0022977958,0.0041748034,0.0012016859,0.7595031,0.000097781194],"about_ca_topic_score_codex":0.010692184,"about_ca_topic_score_gemma":0.027326444,"teacher_disagreement_score":0.016313387,"about_ca_system_score_codex":0.0015526179,"about_ca_system_score_gemma":0.0012270994,"threshold_uncertainty_score":0.054573655},"labels":[],"label_agreement":null},{"id":"W4232963918","doi":"10.1109/msec.2019.2953323","title":"Table of Contents","year":2020,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Information and Cyber Security","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":"Regional Municipality of Niagara","funders":"","keywords":"Table (database); Database; Computer science","score_opus":0.027894464183894595,"score_gpt":0.24666965767925794,"score_spread":0.21877519349536334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232963918","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":[0.00068007264,0.009572643,0.0033879175,0.030433832,0.14156473,0.00061413815,0.015181476,0.0025379593,0.7960272],"genre_scores_gemma":[0.0025421618,0.009751927,0.0014934753,0.011163991,0.04120108,0.00025895255,0.012460075,0.0011542113,0.9199742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990559,0.00010529945,0.00007045744,0.0001521862,0.000531664,0.00008446625],"domain_scores_gemma":[0.9940382,0.0009085901,0.00026750052,0.000396598,0.0034233388,0.00096584845],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009018896,0.00095742574,0.0011838389,0.0034858452,0.0017425856,0.0061895954,0.0015432031,0.001670721,0.6764354],"category_scores_gemma":[0.008880634,0.00038502566,0.0006643476,0.0028050842,0.00046390027,0.0037812502,0.0019482677,0.0023198868,0.57021093],"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":[0.0000053587532,0.000011058313,0.00006314971,0.000088385175,0.0000013851228,0.000011971629,0.000009652768,0.00002449361,0.000072876646,0.00056169624,0.97451323,0.024636783],"study_design_scores_gemma":[0.0000023609296,0.000008642018,0.00019648613,0.00012715446,0.0000021372102,0.000041849034,0.000023995557,0.00003563179,0.00004747307,0.00055650127,0.9989536,0.0000041215453],"about_ca_topic_score_codex":0.0021101676,"about_ca_topic_score_gemma":0.0026824959,"teacher_disagreement_score":0.3235646,"about_ca_system_score_codex":0.0015138059,"about_ca_system_score_gemma":0.0027427985,"threshold_uncertainty_score":0.46152562},"labels":[],"label_agreement":null},{"id":"W4233503572","doi":"10.4018/9781599048048.ch010","title":"Information Systems Security","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":true,"ca_institutions":"Queen's University","funders":"","keywords":"Information security; Business; Certified Information Security Manager; Information systems security; Information security management; Investment (military); Computer security; Security management; Security information and event management; Public relations; Cloud computing security; Knowledge management; Security service; Finance; Information system; Network security policy; Computer science; Management information systems; Political science","score_opus":0.013364222422943363,"score_gpt":0.21183595860383078,"score_spread":0.19847173618088743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233503572","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":[0.012522129,0.009934078,0.008173961,0.017101511,0.00064761395,0.00014660599,0.00050347607,0.0006020704,0.9503686],"genre_scores_gemma":[0.24722888,0.025814855,0.012578135,0.006792815,0.0007289913,0.0001880393,0.0014889004,0.00021879043,0.7049605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838126,0.0004096084,0.00007277292,0.00010743003,0.0008645011,0.00016449677],"domain_scores_gemma":[0.99781513,0.0007931083,0.00018157606,0.00037269195,0.0005781867,0.0002591533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017579342,0.00040809388,0.00022912583,0.0011579561,0.0016230211,0.004113204,0.00036283076,0.0010366752,0.0519879],"category_scores_gemma":[0.004563479,0.00016721482,0.00018319723,0.0015380944,0.0014261289,0.003994412,0.0015260632,0.0011719972,0.019742867],"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":[0.00001541566,0.00008636931,0.0036096845,0.00037473315,0.00001063028,0.00017055887,0.0061692707,0.00020678139,0.000915658,0.18493949,0.3333442,0.47015727],"study_design_scores_gemma":[0.0000019945694,0.00003502844,0.0031338653,0.00031664473,0.0000038552143,0.00036715635,0.0014966028,0.00023070186,0.00035847063,0.0144315995,0.97961664,0.000007384423],"about_ca_topic_score_codex":0.0045001013,"about_ca_topic_score_gemma":0.0072942656,"teacher_disagreement_score":0.0519879,"about_ca_system_score_codex":0.0022280843,"about_ca_system_score_gemma":0.0038997927,"threshold_uncertainty_score":0.17391688},"labels":[],"label_agreement":null},{"id":"W4234971225","doi":"10.2139/ssrn.1571043","title":"What Drives Security Issuance Decisions: Market Timing, Pecking Order, or Information Asymmetry?","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Pecking order; Information asymmetry; Business; Market timing; Order (exchange); Pecking order theory; Monetary economics; Financial system; Economics; Finance; Debt; Capital structure; Initial public offering","score_opus":0.008601535979514805,"score_gpt":0.25788038301496324,"score_spread":0.24927884703544845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234971225","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":[0.97817034,0.00050777226,0.0038431624,0.0022809743,0.00006219632,0.00005288389,0.00019321905,0.00004457808,0.014844829],"genre_scores_gemma":[0.9983537,0.0001387473,0.00030230466,0.00013728056,0.0000523405,0.0000064051933,0.00004719397,0.000012788178,0.00094917597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991447,0.00021368834,0.00007540715,0.00016335983,0.00016044357,0.00024248447],"domain_scores_gemma":[0.95731306,0.0255288,0.012141428,0.0015702295,0.0013051745,0.0021412692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038971675,0.00032762426,0.0010538051,0.0009384401,0.0005143755,0.004890708,0.0007803965,0.0025927408,0.017251443],"category_scores_gemma":[0.03666197,0.00047820312,0.00044999097,0.0008636457,0.0009534849,0.0043414175,0.0006260886,0.0020962278,0.001580772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041119275,0.0028558988,0.69403285,0.00070947804,0.0009334618,0.0018425463,0.0019116687,0.037186682,0.018755592,0.10570808,0.008199121,0.12375263],"study_design_scores_gemma":[0.00057758973,0.0010156985,0.64521664,0.00014468595,0.00047720718,0.0006879954,0.0024657252,0.10289022,0.004467094,0.23705234,0.004818521,0.0001863449],"about_ca_topic_score_codex":0.0015938173,"about_ca_topic_score_gemma":0.0017694648,"teacher_disagreement_score":0.017251443,"about_ca_system_score_codex":0.00059260067,"about_ca_system_score_gemma":0.0010118595,"threshold_uncertainty_score":0.05771178},"labels":[],"label_agreement":null},{"id":"W4235299779","doi":"10.4018/978-1-60566-026-4.ch226","title":"Establishing the Credibility of Social Web Applications","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Credibility; Upload; World Wide Web; Reputation; Computer science; Context (archaeology); Internet privacy; Web 2.0; Set (abstract data type); Social web; Web service; Social media; Political science","score_opus":0.015563593986576156,"score_gpt":0.2461025512876096,"score_spread":0.23053895730103344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235299779","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":[0.020076968,0.019941205,0.15319017,0.01798573,0.0011666124,0.00020887161,0.00014871228,0.0006486924,0.78663296],"genre_scores_gemma":[0.67413056,0.025768692,0.09399116,0.002704628,0.0037444015,0.0003278709,0.00036064937,0.000688279,0.19828375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940293,0.002703652,0.0002274535,0.00045817596,0.0024012527,0.0001802376],"domain_scores_gemma":[0.9728494,0.02127345,0.00085380685,0.0023682616,0.0022233888,0.0004316735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066868784,0.00061587617,0.00050471467,0.0036706896,0.0018648906,0.011057222,0.0017901558,0.0038002261,0.0067869355],"category_scores_gemma":[0.022018747,0.00054970104,0.00038246307,0.0025877736,0.006475559,0.015594828,0.003925679,0.0034026497,0.0027113718],"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":[0.00001881212,0.000024208188,0.00042100556,0.0002930039,0.000011960151,0.0003043873,0.004880114,0.0011391405,0.0008036354,0.85713273,0.012802932,0.12216816],"study_design_scores_gemma":[0.0000136793915,0.00003794171,0.0007964852,0.00097124063,0.00002311531,0.000717712,0.0016527395,0.008335157,0.0020769308,0.5669908,0.4183338,0.000050498158],"about_ca_topic_score_codex":0.001022231,"about_ca_topic_score_gemma":0.00080120016,"teacher_disagreement_score":0.011057222,"about_ca_system_score_codex":0.0031302152,"about_ca_system_score_gemma":0.0016316639,"threshold_uncertainty_score":0.03536403},"labels":[],"label_agreement":null},{"id":"W4236849142","doi":"10.4018/978-1-60566-060-8.ch048","title":"A Social Ontology for Integrating Security and Software Engineering","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Security engineering; Computer science; Software security assurance; Ontology; Social software engineering; Security through obscurity; Social engineering (security); Software engineering; Computer security; Software development; Engineering; Cloud computing security; Software; Security service; Security information and event management; Information security; Software construction; Cloud computing","score_opus":0.011787396156876725,"score_gpt":0.2384058336078624,"score_spread":0.2266184374509857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236849142","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":[0.0039401203,0.011250851,0.5828927,0.022932561,0.0012175255,0.00021611243,0.0002383009,0.00037828705,0.3769336],"genre_scores_gemma":[0.25000015,0.024786033,0.5894413,0.006209268,0.0013570121,0.0012422054,0.00093895075,0.00057851325,0.12544659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99817216,0.00095646974,0.00012780091,0.00017378751,0.0004713855,0.00009828448],"domain_scores_gemma":[0.99878484,0.00069153646,0.00008925026,0.00019839407,0.00013064453,0.000105380765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021940188,0.0009892116,0.0006368382,0.0030669342,0.0026867676,0.00532149,0.0015094301,0.0028622826,0.0052131233],"category_scores_gemma":[0.0020222755,0.0006386632,0.0011644907,0.0033409612,0.01184895,0.0108573865,0.0037020752,0.0051714783,0.0013954086],"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":[9.860993e-7,0.0000049850582,0.000021504962,0.00003610706,0.0000022787829,0.00003369736,0.0006095258,0.00034099305,0.000088126806,0.99077976,0.0021312148,0.005950931],"study_design_scores_gemma":[0.0000030116792,0.000005519883,0.000053528536,0.00011083683,0.0000037172574,0.00009271792,0.00047879046,0.0016593961,0.0001090211,0.84345,0.15402545,0.000008045856],"about_ca_topic_score_codex":0.0041817236,"about_ca_topic_score_gemma":0.0045909756,"teacher_disagreement_score":0.00532149,"about_ca_system_score_codex":0.005069343,"about_ca_system_score_gemma":0.0037851105,"threshold_uncertainty_score":0.036780834},"labels":[],"label_agreement":null},{"id":"W4236859111","doi":"10.1007/978-3-642-27739-9_1627-1","title":"Cyber Insurance: Models and Challenges","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Computer science; Business","score_opus":0.04783387171780387,"score_gpt":0.22811075929138055,"score_spread":0.18027688757357668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236859111","genre_codex":"other","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":[0.007191522,0.084849276,0.087977774,0.054026887,0.001945814,0.000046272326,0.0004844692,0.00024942166,0.7632286],"genre_scores_gemma":[0.49212396,0.14250189,0.036956273,0.0065216967,0.004601751,0.00029912012,0.00054124824,0.0003795641,0.31607455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995697,0.00017162564,0.000010566054,0.000058590205,0.00014628001,0.00004312222],"domain_scores_gemma":[0.9987337,0.00090298685,0.00006738385,0.00009067894,0.00012265972,0.00008257924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097346166,0.0010784663,0.0010412014,0.0012733235,0.0014247083,0.007785659,0.0017011798,0.0032714303,0.015403956],"category_scores_gemma":[0.0026618189,0.0006941411,0.0005782452,0.0026828975,0.0051284246,0.011059783,0.0010802072,0.0054342006,0.0024947417],"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":[0.0000011631303,0.000007314147,0.0000204353,0.000013961485,0.0000010699677,0.000005389073,0.000031142972,0.00095867476,0.000009589632,0.9862883,0.00869538,0.0039676665],"study_design_scores_gemma":[0.0000010605278,0.000002011557,0.00003248353,0.000045283978,0.0000012775826,0.00001499588,0.000055369444,0.003363386,0.000010149922,0.96981996,0.026650894,0.0000031204072],"about_ca_topic_score_codex":0.0062088375,"about_ca_topic_score_gemma":0.006116244,"teacher_disagreement_score":0.015403956,"about_ca_system_score_codex":0.005340256,"about_ca_system_score_gemma":0.0025287154,"threshold_uncertainty_score":0.051531374},"labels":[],"label_agreement":null},{"id":"W4236935470","doi":"10.4018/9781599048574.ch040","title":"Federal Public-Key Infrastructure","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Public key infrastructure; Interoperability; Computer security; Certification; Electronic signature; Business; Government (linguistics); Certificate authority; Public-key cryptography; Computer science; World Wide Web; Political science; Law","score_opus":0.016513046822828364,"score_gpt":0.21782555105626536,"score_spread":0.201312504233437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236935470","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":[0.0011591876,0.019971984,0.019203998,0.0038761331,0.00096977473,0.00008882038,0.0012192909,0.0025009112,0.95101],"genre_scores_gemma":[0.06790182,0.044536706,0.028043339,0.0031020558,0.0011542864,0.00026059162,0.0040510595,0.00072281057,0.8502273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99948007,0.00008001796,0.000031224576,0.00012466623,0.0001846599,0.00009940824],"domain_scores_gemma":[0.9996111,0.000093894356,0.000032512402,0.00011383235,0.000112909554,0.000035674937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004565946,0.00073622784,0.00036360187,0.0022991563,0.0019735545,0.0039142715,0.0010555057,0.0024329454,0.08424595],"category_scores_gemma":[0.0011207978,0.00048787918,0.00042394095,0.0037603783,0.001093644,0.0065659164,0.0016760621,0.00199834,0.07107833],"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":[0.000027008744,0.000029773946,0.000054413358,0.0002893527,0.0000048703605,0.000079673286,0.00024989,0.0004788832,0.00077750324,0.6113835,0.25815454,0.12847061],"study_design_scores_gemma":[0.0000024151987,0.0000038128426,0.00004435802,0.00007545604,0.0000027126002,0.00010618351,0.000017856186,0.00017427308,0.00034084346,0.02051173,0.9787152,0.000005269698],"about_ca_topic_score_codex":0.0034558678,"about_ca_topic_score_gemma":0.0038500342,"teacher_disagreement_score":0.08424595,"about_ca_system_score_codex":0.0049877544,"about_ca_system_score_gemma":0.002595444,"threshold_uncertainty_score":0.2818308},"labels":[],"label_agreement":null},{"id":"W4236977258","doi":"10.23952/jnva.4.2020.1.05","title":"A projected dynamic system associated with a cybersecurity investment model with budget constraints and fixed demands","year":2020,"lang":"en","type":"article","venue":"Journal of Nonlinear and Variational Analysis","topic":"Information and Cyber Security","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":"Investment (military); Computer security; Budget constraint; Computer science; Business; Operations research; Economics; Microeconomics; Engineering; Political science","score_opus":0.00936062117966658,"score_gpt":0.21541175703598275,"score_spread":0.20605113585631618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236977258","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":[0.110567704,0.00022916262,0.87258834,0.0006008574,0.00006541144,0.00006207145,0.00037853976,0.00013007826,0.015377844],"genre_scores_gemma":[0.95540667,0.00033211743,0.034315355,0.000063376814,0.000035041478,0.0001725233,0.00032873248,0.000029443394,0.009316689],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996785,0.00010250738,0.000012372198,0.00009777433,0.000061437975,0.00004733129],"domain_scores_gemma":[0.9996828,0.0001193555,0.000065800814,0.000018278952,0.00007400252,0.00003984214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041800673,0.0006387228,0.0005861424,0.00044685067,0.00040374338,0.0012486796,0.0008097729,0.001034049,0.005340606],"category_scores_gemma":[0.0009927687,0.00036089265,0.00055695535,0.0005510098,0.0009365483,0.0014036761,0.0011322356,0.0010953044,0.00026116616],"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":[0.000030117515,0.000017952767,0.000810173,0.00005554238,0.000033188622,0.0002008699,0.00006674952,0.8693493,0.0017898225,0.12287566,0.00049508776,0.004275519],"study_design_scores_gemma":[0.000006085445,0.000015973003,0.00013797951,0.000004462247,0.0000050193744,0.000025379513,0.00002056672,0.98070556,0.00014462942,0.018418962,0.0005073914,0.000007999442],"about_ca_topic_score_codex":0.009592604,"about_ca_topic_score_gemma":0.005507182,"teacher_disagreement_score":0.009592604,"about_ca_system_score_codex":0.00092400424,"about_ca_system_score_gemma":0.0013439826,"threshold_uncertainty_score":0.019073486},"labels":[],"label_agreement":null},{"id":"W4237115445","doi":"10.1109/cns.2017.8228697","title":"Managing cybersecurity break-ins using bluetooth low energy devices to verify attackers: A practical study","year":2017,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"British Columbia Institute of Technology","funders":"","keywords":"Server; Computer science; Bluetooth; Bluetooth Low Energy; Computer security; Operating system; Arduino; Raspberry pi; Embedded system; Controller (irrigation); Computer network; Wireless; Internet of Things","score_opus":0.039071655953700025,"score_gpt":0.33629951300496624,"score_spread":0.2972278570512662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237115445","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":[0.7831968,0.0008710152,0.19657317,0.001660423,0.00008679454,0.000809727,0.00007534507,0.0010682567,0.015658453],"genre_scores_gemma":[0.96157366,0.00021674333,0.035150714,0.0000765006,0.000019065474,0.00007014722,0.000030076983,0.000025592008,0.0028376405],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99641055,0.001771022,0.00017296853,0.0004272602,0.0008787632,0.00033946853],"domain_scores_gemma":[0.98752195,0.0064322236,0.00093936006,0.0024401792,0.0021662277,0.00050014653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028515554,0.00087788014,0.0005518108,0.00088706595,0.0010729602,0.0020096754,0.0020350872,0.0019026444,0.0034921083],"category_scores_gemma":[0.010955122,0.0004497667,0.000302113,0.00038282544,0.0011872556,0.0045540337,0.0015393771,0.0010986704,0.0009116308],"study_design_candidate":"observational","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":[0.0028215684,0.0060526836,0.0980534,0.0018471185,0.00029001763,0.0054710885,0.009507676,0.09756501,0.14894299,0.02891882,0.005433513,0.5950961],"study_design_scores_gemma":[0.00068207155,0.013260651,0.029532392,0.00039589588,0.00033873037,0.007896903,0.013261002,0.7186721,0.17175376,0.010961982,0.032987956,0.00025655667],"about_ca_topic_score_codex":0.0014161201,"about_ca_topic_score_gemma":0.0020004457,"teacher_disagreement_score":0.0034921083,"about_ca_system_score_codex":0.00080521876,"about_ca_system_score_gemma":0.0006096401,"threshold_uncertainty_score":0.01508069},"labels":[],"label_agreement":null},{"id":"W4237325134","doi":"10.4018/978-1-7998-4162-3.ch008","title":"The CyberSecurity Audit Model (CSAM)","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in digital crime, forensics, and cyber terrorism book series","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"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":"Audit; Computer security; Computer science; Capability Maturity Model; Accounting; Software; Business","score_opus":0.009723931245128159,"score_gpt":0.21812447349495925,"score_spread":0.2084005422498311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237325134","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":[0.07375674,0.0008978062,0.55036527,0.012838353,0.0003574472,0.0025469763,0.0028414035,0.0027142172,0.3536818],"genre_scores_gemma":[0.55283314,0.001032867,0.41676646,0.000938142,0.000056885376,0.0019005069,0.0022285269,0.00015407713,0.024089448],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99585634,0.0016481181,0.00025998845,0.00040718634,0.001545175,0.00028309601],"domain_scores_gemma":[0.9924453,0.003615714,0.00075569534,0.0009901001,0.0018832221,0.00031002512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047605396,0.00072022516,0.00033414637,0.0026184304,0.001362101,0.005345479,0.0017616751,0.0014996757,0.007060515],"category_scores_gemma":[0.010074258,0.00046518113,0.00088307617,0.0023844242,0.0025442033,0.005746785,0.0020480382,0.0018867243,0.0015465955],"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":[0.00006137893,0.00017249167,0.009927058,0.0003618188,0.000024489496,0.00014127612,0.0012725624,0.030930804,0.00053872174,0.8168767,0.015634608,0.124058075],"study_design_scores_gemma":[0.00008621383,0.00034625258,0.011661731,0.0012568784,0.00006442693,0.0007886735,0.0031351035,0.22978249,0.002190877,0.49097642,0.25959694,0.00011395756],"about_ca_topic_score_codex":0.0106657455,"about_ca_topic_score_gemma":0.009803095,"teacher_disagreement_score":0.0106657455,"about_ca_system_score_codex":0.005892742,"about_ca_system_score_gemma":0.011970643,"threshold_uncertainty_score":0.042755008},"labels":[],"label_agreement":null},{"id":"W4238131660","doi":"10.1109/icebe.2007.4402157","title":"Systematic Security Analysis for Service-Oriented Software Architectures","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Victoria","funders":"","keywords":"Computer science; Software security assurance; Software engineering; Security service; Security engineering; Risk analysis (engineering); Software development; Computer security; Threat model; Software architecture; Software; Information security","score_opus":0.008217083761109124,"score_gpt":0.24303039131492601,"score_spread":0.23481330755381688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238131660","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":[0.02884171,0.00031044468,0.9685702,0.00023333066,0.000011113624,0.00018757462,0.000055788485,0.000290654,0.0014992731],"genre_scores_gemma":[0.41815382,0.0008043736,0.5782153,0.00010374269,0.000026899865,0.00067380304,0.00034069928,0.00015052396,0.0015307487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99501663,0.0022502893,0.0002778706,0.00022088377,0.002037466,0.00019679467],"domain_scores_gemma":[0.9918065,0.004847719,0.0007523669,0.0014758927,0.0010401453,0.00007755329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054305475,0.0011300816,0.0007512365,0.003563017,0.0012556931,0.0016536037,0.00074289535,0.0012494124,0.0010965499],"category_scores_gemma":[0.011703595,0.00096290954,0.0026945665,0.00110796,0.002517963,0.0024254092,0.0016064208,0.0015906192,0.00023186629],"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":[0.00011410627,0.00024239536,0.008493713,0.00077683333,0.00020735034,0.0007528523,0.001915576,0.26404783,0.016507043,0.59029514,0.0015514878,0.115095645],"study_design_scores_gemma":[0.000035655026,0.00013727066,0.0012342319,0.00024878856,0.00013717813,0.00021745228,0.00032607405,0.65841717,0.009517755,0.32321283,0.0064736665,0.000041916483],"about_ca_topic_score_codex":0.0031874187,"about_ca_topic_score_gemma":0.004743883,"teacher_disagreement_score":0.0054305475,"about_ca_system_score_codex":0.0013950181,"about_ca_system_score_gemma":0.0042110584,"threshold_uncertainty_score":0.028719842},"labels":[],"label_agreement":null},{"id":"W4238186908","doi":"10.1016/s1353-4858(10)70119-7","title":"Hacking popular among students","year":2010,"lang":"en","type":"article","venue":"Network Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Hacker; Quarter (Canadian coin); Psychology; Association (psychology); Computer security; Computer science; History; Archaeology","score_opus":0.0061674725756597415,"score_gpt":0.24133339853329933,"score_spread":0.23516592595763958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238186908","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":[0.96573144,0.001569663,0.0001181741,0.0077027055,0.00027569852,0.00003158878,0.00036960063,0.000045870238,0.024155237],"genre_scores_gemma":[0.98512995,0.001739199,0.000082208455,0.0027477934,0.00027682344,0.000018329143,0.00016545119,0.00002772352,0.00981248],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888283,0.00020932556,0.000054000655,0.00014749976,0.00031385812,0.0003925723],"domain_scores_gemma":[0.99283314,0.0013059676,0.0016065497,0.0003265685,0.00084488874,0.0030827934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076535426,0.00018400919,0.00037414,0.0020998179,0.0031290592,0.0046774135,0.0004222357,0.0015655167,0.023839133],"category_scores_gemma":[0.005218913,0.00029697065,0.0003099408,0.002599307,0.0014872993,0.003195568,0.0023418409,0.002393994,0.0019610287],"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":[0.00025998292,0.00058133865,0.66666836,0.0003849992,0.00007339963,0.0019394215,0.09933996,0.000074288706,0.0038307717,0.0062732114,0.05063594,0.16993833],"study_design_scores_gemma":[0.000023317303,0.00024363294,0.78223926,0.00033084315,0.000038511072,0.0014400422,0.106680974,0.0002069195,0.0005379705,0.00065706414,0.10753135,0.00007010114],"about_ca_topic_score_codex":0.0076939035,"about_ca_topic_score_gemma":0.012455007,"teacher_disagreement_score":0.023839133,"about_ca_system_score_codex":0.0008932298,"about_ca_system_score_gemma":0.0007762601,"threshold_uncertainty_score":0.07974988},"labels":[],"label_agreement":null},{"id":"W4238261151","doi":"10.22215/timreview838","title":"Q&amp;A. What Motivates Cyber-Attackers?","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer security; Computer science; Internet privacy","score_opus":0.0204181023917256,"score_gpt":0.2799462338860587,"score_spread":0.2595281314943331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238261151","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":[0.029488336,0.056477137,0.014153462,0.5774697,0.004775713,0.0016575278,0.0009696733,0.00022718842,0.31478125],"genre_scores_gemma":[0.64713824,0.078945965,0.015406188,0.12311716,0.004836597,0.0025835251,0.000634491,0.00011090212,0.12722701],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99167526,0.0052415575,0.00028995133,0.000368105,0.0019106335,0.00051446416],"domain_scores_gemma":[0.9692527,0.017288974,0.003464695,0.0007179011,0.006695095,0.0025806683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011311008,0.00040478236,0.0006285015,0.0010128857,0.001772201,0.0046002152,0.0010093584,0.0041609574,0.035455987],"category_scores_gemma":[0.03814745,0.00023265867,0.00057741004,0.0011935983,0.002977629,0.0042445287,0.0016674132,0.0017174165,0.009867432],"study_design_candidate":"qualitative","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":[0.00014488676,0.00035509974,0.01610043,0.0065873098,0.000077308905,0.00024943534,0.0027722558,0.00042005096,0.0005465982,0.14335148,0.3451356,0.48425955],"study_design_scores_gemma":[0.0001868174,0.00061943947,0.021895148,0.0075603137,0.00009523027,0.00077242346,0.012240854,0.0012272367,0.0008045863,0.11546575,0.8390574,0.000074777476],"about_ca_topic_score_codex":0.0034025267,"about_ca_topic_score_gemma":0.004808169,"teacher_disagreement_score":0.035455987,"about_ca_system_score_codex":0.0026872735,"about_ca_system_score_gemma":0.008068397,"threshold_uncertainty_score":0.11861205},"labels":[],"label_agreement":null},{"id":"W4238347293","doi":"10.33423/jabe.v22i12.3876","title":"Evaluating Self-Efficacy Pertaining to Cybersecurity for Small Businesses","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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":"Confidentiality; Business; Denial-of-service attack; Small business; Denial; Computer security; Phishing; Service (business); Face (sociological concept); Internet privacy; Marketing; The Internet; Computer science; Psychology","score_opus":0.05027096235795018,"score_gpt":0.26727388595480955,"score_spread":0.21700292359685938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238347293","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":[0.99891615,0.000015865915,0.000054547647,0.000029709296,0.0000040143636,0.000052535208,0.000019532912,0.000002450879,0.000905296],"genre_scores_gemma":[0.99921906,0.000045194036,0.00021294906,0.000017994817,0.0000039080464,0.000098333905,0.000052966483,0.0000012535247,0.00034831837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988042,0.0005181408,0.00010000603,0.000073999916,0.00027452904,0.00022901584],"domain_scores_gemma":[0.989026,0.0044414327,0.002297982,0.0005029142,0.001244671,0.0024869835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037754118,0.00027055733,0.0003313232,0.0007213166,0.000683181,0.001128987,0.00033963012,0.00050445687,0.0027180458],"category_scores_gemma":[0.009204112,0.00021874768,0.0007356864,0.00035445916,0.00060316274,0.00051659497,0.00074927,0.000961659,0.0005182222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000623482,0.008178394,0.9361954,0.00023376137,0.00016954374,0.00015475429,0.010497071,0.00070101867,0.0022727663,0.0004016824,0.0008947975,0.039677367],"study_design_scores_gemma":[0.00003972524,0.0026005425,0.9874907,0.000063768246,0.0000475254,0.000052478594,0.0070865704,0.000677694,0.00081137393,0.00016011289,0.0009503027,0.000019088939],"about_ca_topic_score_codex":0.0008121197,"about_ca_topic_score_gemma":0.0016157136,"teacher_disagreement_score":0.0037754118,"about_ca_system_score_codex":0.00045160882,"about_ca_system_score_gemma":0.00064828305,"threshold_uncertainty_score":0.019966543},"labels":[],"label_agreement":null},{"id":"W4238496624","doi":"10.4018/978-1-59904-937-3.ch099","title":"Modelling Security Patterns Using NFR Analysis","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Computer science; Scope (computer science); Representation (politics); Software design pattern; Context (archaeology); Computer security model; Security engineering; Computer security; Data science; Software security assurance; Information security; Security service; Geography; Political science","score_opus":0.029068590074142087,"score_gpt":0.2436825339997575,"score_spread":0.21461394392561542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238496624","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":[0.013784227,0.00029360756,0.96199334,0.00034788906,0.000032098516,0.00019743694,0.00043875942,0.0014239489,0.021488678],"genre_scores_gemma":[0.16116227,0.00088041445,0.8143409,0.00014398369,0.00002959998,0.0005267126,0.0018668802,0.00063349016,0.020415656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99880815,0.00036958558,0.00010516326,0.00019408634,0.0004045346,0.000118427815],"domain_scores_gemma":[0.9973948,0.001731062,0.00023464573,0.00032366166,0.00027566354,0.00004029135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016799482,0.0009343298,0.0004564536,0.00289156,0.00071889383,0.002463477,0.0014926796,0.0016032417,0.009336928],"category_scores_gemma":[0.005119421,0.000549874,0.0019530794,0.0016343497,0.0011899468,0.0039596027,0.0012294673,0.0012301918,0.002224609],"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":[0.00008669898,0.00012202844,0.0035898734,0.00051031,0.00006080867,0.0009474296,0.0024452005,0.24816966,0.008642317,0.5664156,0.005991253,0.1630189],"study_design_scores_gemma":[0.000023323602,0.000037967355,0.0007732162,0.00024385151,0.000041717158,0.0005292661,0.000458223,0.7150554,0.004176441,0.20568493,0.07293296,0.00004260979],"about_ca_topic_score_codex":0.009334846,"about_ca_topic_score_gemma":0.008761032,"teacher_disagreement_score":0.009336928,"about_ca_system_score_codex":0.0016068103,"about_ca_system_score_gemma":0.0011053655,"threshold_uncertainty_score":0.031235099},"labels":[],"label_agreement":null},{"id":"W4238519155","doi":"10.1007/978-3-319-02717-3_4","title":"Confidentiality Control","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in applied sciences and technology","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Crowdsourcing; Privilege (computing); Confidentiality; Access control; Control (management); Computer science; Internet privacy; World Wide Web; Business; Computer security; Artificial intelligence","score_opus":0.009269655116599848,"score_gpt":0.21355453486623005,"score_spread":0.2042848797496302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238519155","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":[0.017465059,0.0028008337,0.5861793,0.0040421668,0.0016955883,0.00070335495,0.0014779302,0.0023352527,0.3833005],"genre_scores_gemma":[0.6621471,0.0037791918,0.08284497,0.0017383825,0.0010832797,0.00060147175,0.002055201,0.0004791438,0.2452713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974267,0.0004378593,0.00010714048,0.0004818975,0.0012080567,0.00033835598],"domain_scores_gemma":[0.99595225,0.0010588128,0.00023879051,0.0016907989,0.00090298394,0.00015639547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964508,0.00066271133,0.00044938613,0.0012689197,0.0014272416,0.0038240843,0.0012966464,0.0009102833,0.031735886],"category_scores_gemma":[0.008100115,0.000251057,0.00036689182,0.0009884296,0.0015790248,0.0046413923,0.002464726,0.0020401264,0.0069409846],"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":[0.00011755998,0.00008393857,0.00029642816,0.00012557473,0.000016711105,0.00007417959,0.00022870024,0.003999114,0.0045483517,0.8089095,0.041098095,0.140502],"study_design_scores_gemma":[0.000054352466,0.00010782283,0.00037606095,0.00018600911,0.00004948112,0.0004538554,0.0002546794,0.06806304,0.027297018,0.67242306,0.23067935,0.000055366887],"about_ca_topic_score_codex":0.0016027687,"about_ca_topic_score_gemma":0.0009791865,"teacher_disagreement_score":0.031735886,"about_ca_system_score_codex":0.0013035242,"about_ca_system_score_gemma":0.0022086608,"threshold_uncertainty_score":0.10616714},"labels":[],"label_agreement":null},{"id":"W4238845278","doi":"10.1109/noms.1994.644142","title":"Specification And Analysis Of A Security Management System","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Bell (Canada); Université du Québec à Montréal","funders":"","keywords":"Computer science; Computer security; Software engineering","score_opus":0.008174448952033833,"score_gpt":0.21619548312190398,"score_spread":0.20802103416987014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238845278","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":[0.037144028,0.00011513241,0.9527889,0.00058822363,0.000039181432,0.0003895574,0.00040214526,0.0018635627,0.006669167],"genre_scores_gemma":[0.524086,0.0002727808,0.46759778,0.0002275043,0.000056324905,0.000578355,0.0012449236,0.0003858282,0.0055504343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704784,0.00078805856,0.000301236,0.00032256197,0.0011829754,0.00035734248],"domain_scores_gemma":[0.99720925,0.0012903054,0.00031923136,0.0004803995,0.00061935984,0.00008152624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023632722,0.0007842238,0.0005338376,0.0011310359,0.0011996095,0.0040231394,0.0014991153,0.0015747149,0.0032694424],"category_scores_gemma":[0.0051198513,0.0009973248,0.0014732266,0.0008345219,0.0019788607,0.0021198099,0.0013634864,0.0017466024,0.0008597599],"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":[0.0002341206,0.0002414613,0.0048100934,0.00067598635,0.00010927766,0.0013886931,0.0011366402,0.3274581,0.034796398,0.5640131,0.0052193874,0.059916787],"study_design_scores_gemma":[0.00008473804,0.00016681623,0.00090627454,0.000111178895,0.00012146293,0.00027628295,0.00027545763,0.8374444,0.024011541,0.12046709,0.016083986,0.000050724047],"about_ca_topic_score_codex":0.010951909,"about_ca_topic_score_gemma":0.0072662923,"teacher_disagreement_score":0.010951909,"about_ca_system_score_codex":0.0015589144,"about_ca_system_score_gemma":0.005813686,"threshold_uncertainty_score":0.021776319},"labels":[],"label_agreement":null},{"id":"W4239886143","doi":"10.22215/timreview903","title":"A Value Blueprint Approach to Cybersecurity in Networked Medical Devices","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Blueprint; Computer security; Computer science; Value (mathematics); Engineering","score_opus":0.030166254740290083,"score_gpt":0.29553804918996024,"score_spread":0.2653717944496702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239886143","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":[0.008738264,0.48892298,0.098657444,0.12247866,0.002528491,0.00025262326,0.00014230184,0.000107387306,0.27817184],"genre_scores_gemma":[0.41864526,0.46681225,0.0485745,0.022853287,0.0031366001,0.0007182711,0.0001639838,0.00006830936,0.03902743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99349266,0.0036511044,0.000303736,0.0003359919,0.0019083971,0.00030807132],"domain_scores_gemma":[0.98984456,0.0066047395,0.0008683732,0.0005621086,0.0018377632,0.00028257427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008090106,0.00087295834,0.00067855575,0.0062966202,0.0016652794,0.007211754,0.0018086401,0.003817287,0.0067842426],"category_scores_gemma":[0.008861562,0.0003658175,0.00070604146,0.0055272514,0.0065154457,0.009500788,0.0031366006,0.003606866,0.0012316486],"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":[0.000014813215,0.000038155846,0.00044379188,0.0014460797,0.000030931507,0.00013870526,0.00043935754,0.00089717825,0.00021328355,0.90453726,0.008675961,0.08312444],"study_design_scores_gemma":[0.00002063154,0.000108762535,0.0012005958,0.008060088,0.000055383523,0.0004441243,0.0013740706,0.0016530943,0.00072338997,0.6379702,0.34835786,0.000031725078],"about_ca_topic_score_codex":0.0019355466,"about_ca_topic_score_gemma":0.0037040755,"teacher_disagreement_score":0.008090106,"about_ca_system_score_codex":0.006254173,"about_ca_system_score_gemma":0.0074012238,"threshold_uncertainty_score":0.045377374},"labels":[],"label_agreement":null},{"id":"W4240673616","doi":"10.22215/timreview717","title":"On the Road to Holistic Decision Making in Adaptive Security","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","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":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"The Internet; Computer security; Internet privacy; Computer science; Business; World Wide Web","score_opus":0.029707556910400654,"score_gpt":0.3030696381329064,"score_spread":0.2733620812225057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240673616","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":[0.018518617,0.31512064,0.31418294,0.17740174,0.003349991,0.00030298307,0.00023384018,0.00029231198,0.17059693],"genre_scores_gemma":[0.6775626,0.13983661,0.15675169,0.01631122,0.002358694,0.00058195693,0.00024186634,0.00009236721,0.0062629725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98912,0.0075907046,0.00042094517,0.00067146774,0.0016407145,0.00055608683],"domain_scores_gemma":[0.9853227,0.010329037,0.00094149204,0.0008858715,0.0018500566,0.00067084853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018001162,0.0013796352,0.0016098107,0.0019628876,0.0012339273,0.008295497,0.0025818239,0.0036391353,0.005335947],"category_scores_gemma":[0.017420638,0.0004959402,0.0011786715,0.001714622,0.014039964,0.008326769,0.0044862865,0.0048576575,0.0008421848],"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":[0.00008966933,0.00012583495,0.0012457299,0.0023066993,0.00030475913,0.00011975624,0.0014904409,0.01743975,0.00038113844,0.7666535,0.010444374,0.1993984],"study_design_scores_gemma":[0.000024081697,0.000044718094,0.0006675583,0.0010281925,0.000029998952,0.00004243999,0.00065979006,0.004820949,0.00014363893,0.960485,0.032025132,0.000028372117],"about_ca_topic_score_codex":0.004471567,"about_ca_topic_score_gemma":0.004542641,"teacher_disagreement_score":0.018001162,"about_ca_system_score_codex":0.005374309,"about_ca_system_score_gemma":0.0076061036,"threshold_uncertainty_score":0.09520036},"labels":[],"label_agreement":null},{"id":"W4240770908","doi":"10.22215/timreview/837","title":"Cybersecurity Capability Maturity Models for Providers of Critical Infrastructure","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Critical infrastructure; Computer security; Critical infrastructure protection; Maturity (psychological); Business; Capability Maturity Model; Computer science","score_opus":0.013472783582967303,"score_gpt":0.27975672949078656,"score_spread":0.26628394590781923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240770908","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":[0.21084279,0.048820343,0.43800953,0.020162418,0.00039062035,0.0010189334,0.004866533,0.0010503839,0.27483845],"genre_scores_gemma":[0.95100987,0.009739694,0.031449974,0.00026080498,0.00011321514,0.00058584334,0.0015553513,0.000062320636,0.00522292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99846905,0.00063392107,0.00008153292,0.00017621946,0.00040160088,0.00023760006],"domain_scores_gemma":[0.98555565,0.00910604,0.0017517885,0.00046276912,0.0026652336,0.00045863652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004811885,0.0009414519,0.0004007106,0.0064194556,0.00045059554,0.0031814778,0.0014351542,0.0014444531,0.0075262366],"category_scores_gemma":[0.021279445,0.00031379174,0.0010327258,0.0050856434,0.0007856446,0.006985513,0.0012305622,0.0020229416,0.0012654732],"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":[0.00006403983,0.00013223819,0.014939057,0.00060104456,0.00013331322,0.00008876893,0.0007893563,0.07004032,0.00031093633,0.77861786,0.01128289,0.12300014],"study_design_scores_gemma":[0.000030045667,0.00015055979,0.020808443,0.0014152966,0.000117091586,0.000243145,0.0014010675,0.2496771,0.0005209749,0.67608565,0.049474813,0.000075735465],"about_ca_topic_score_codex":0.0057421746,"about_ca_topic_score_gemma":0.0037598389,"teacher_disagreement_score":0.0075262366,"about_ca_system_score_codex":0.005988,"about_ca_system_score_gemma":0.002300199,"threshold_uncertainty_score":0.043446183},"labels":[],"label_agreement":null},{"id":"W4241634734","doi":"10.4018/978-1-60566-036-3.ch010","title":"A Social Ontology for Integrating Security and Software Engineering","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Security engineering; Computer science; Software security assurance; Ontology; Security through obscurity; Social software engineering; Software engineering; Computer security; Social engineering (security); Software development; Cloud computing security; Software; Security service; Security information and event management; Information security; Software construction; Cloud computing","score_opus":0.016836157991417595,"score_gpt":0.23450541355528665,"score_spread":0.21766925556386904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241634734","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":[0.0038805215,0.012510464,0.5701518,0.022895543,0.00126859,0.00021717045,0.00024474176,0.00037969754,0.38845152],"genre_scores_gemma":[0.2463664,0.027735995,0.5823448,0.0064497986,0.0014595567,0.0012573494,0.0009801604,0.0006066562,0.13279939],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981627,0.00096685597,0.00012748808,0.0001738409,0.00047039462,0.00009884971],"domain_scores_gemma":[0.9987878,0.0006951528,0.00008751416,0.00019648482,0.00012850948,0.00010463551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021775435,0.001005938,0.000641731,0.0031128605,0.0027180626,0.0054635764,0.0015185218,0.0029437235,0.0053560385],"category_scores_gemma":[0.002002445,0.00064276694,0.0011728102,0.0034764232,0.011913803,0.010965797,0.0037790234,0.0052874545,0.001459273],"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":[0.0000010006788,0.0000051092156,0.000021684045,0.00003811767,0.0000022858064,0.000034205757,0.0006259088,0.00033645675,0.00009000456,0.9904716,0.0022185158,0.006155143],"study_design_scores_gemma":[0.000002923746,0.000005556264,0.00005368663,0.00011798289,0.0000037162667,0.00009466558,0.00048173981,0.0016027625,0.000110239904,0.8352425,0.162276,0.00000820775],"about_ca_topic_score_codex":0.004125469,"about_ca_topic_score_gemma":0.004586946,"teacher_disagreement_score":0.0054635764,"about_ca_system_score_codex":0.005108865,"about_ca_system_score_gemma":0.003758271,"threshold_uncertainty_score":0.037067592},"labels":[],"label_agreement":null},{"id":"W4243202529","doi":"10.6028/nist.sp.800-57p1r2006","title":"Recommendation for key management, part 1 :","year":2006,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":59,"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":0.04256146503881944,"score_gpt":0.2954402186521048,"score_spread":0.2528787536132854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243202529","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":[0.0011490639,0.0077219177,0.026950419,0.03634357,0.013871597,0.005061224,0.10843764,0.02212202,0.77834255],"genre_scores_gemma":[0.0030172071,0.009788354,0.015326754,0.011579734,0.0028530583,0.0017905091,0.08796257,0.0026093503,0.8650724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742585,0.00030944913,0.00029960618,0.00021590282,0.0014252495,0.00032383448],"domain_scores_gemma":[0.9838951,0.0029638053,0.0008987427,0.0016380103,0.009034438,0.0015698152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028510713,0.002155256,0.0026326992,0.0037032429,0.0014457633,0.006783636,0.0036079253,0.011985732,0.47617665],"category_scores_gemma":[0.02194587,0.0015942522,0.0014044538,0.0064519406,0.00066879124,0.008354404,0.0015462465,0.004410113,0.6700247],"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":[0.000025582262,0.000043950313,0.000054576267,0.00018888441,0.000004122743,0.000016900765,0.000007567945,0.00010713677,0.0002224934,0.000668298,0.9698758,0.028784763],"study_design_scores_gemma":[0.000114673494,0.00005117191,0.00077990245,0.00028615125,0.000011986974,0.00005338573,0.0000258159,0.00040721078,0.00029940985,0.001405042,0.9965327,0.000032537766],"about_ca_topic_score_codex":0.019084608,"about_ca_topic_score_gemma":0.033062182,"teacher_disagreement_score":0.47617665,"about_ca_system_score_codex":0.0030910522,"about_ca_system_score_gemma":0.0059833834,"threshold_uncertainty_score":0.74717045},"labels":[],"label_agreement":null},{"id":"W4243238110","doi":"10.22215/timreview904","title":"Secure by Design: Cybersecurity Extensions to Project Management Maturity Models for Critical Infrastructure Projects","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Critical infrastructure; Capability Maturity Model; Maturity (psychological); Computer security; Computer science; Process management; Business; Engineering management; Engineering; Political science; Operating system","score_opus":0.05206180599944902,"score_gpt":0.32764142488515513,"score_spread":0.2755796188857061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243238110","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":[0.052578963,0.022867797,0.8284449,0.01598206,0.00064027106,0.0011778611,0.0020359352,0.001762449,0.074509814],"genre_scores_gemma":[0.56440717,0.012561628,0.41077247,0.0008193968,0.00032445716,0.002322767,0.0018702506,0.00026964964,0.0066522215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99597025,0.002415188,0.00031147507,0.00028898584,0.00079957454,0.00021460107],"domain_scores_gemma":[0.9831713,0.01138322,0.0018765724,0.0008036582,0.0023376024,0.00042764287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011614312,0.000805677,0.000533628,0.0035530021,0.0007359694,0.0032275931,0.0016852067,0.0012546005,0.0066662407],"category_scores_gemma":[0.030856138,0.00044504253,0.0016767267,0.0037283748,0.0008828305,0.00580223,0.0021198865,0.0022774856,0.0012391052],"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":[0.00013079995,0.00020650892,0.009907031,0.0011277092,0.00015244143,0.000082360784,0.001144716,0.029101431,0.00029686873,0.587971,0.016904792,0.3529743],"study_design_scores_gemma":[0.000083524035,0.0002592203,0.012988354,0.002236873,0.00023986964,0.00021815138,0.0011807259,0.23796752,0.00063307857,0.61932623,0.12476768,0.00009868245],"about_ca_topic_score_codex":0.0047380305,"about_ca_topic_score_gemma":0.0060835653,"teacher_disagreement_score":0.011614312,"about_ca_system_score_codex":0.0052005216,"about_ca_system_score_gemma":0.0038414416,"threshold_uncertainty_score":0.061423063},"labels":[],"label_agreement":null},{"id":"W4243985816","doi":"10.1007/978-3-030-42048-2","title":"Computer Security","year":2020,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Computer security; Computer science; Focus (optics); Security engineering; Information security; Engineering; Security service; Software security assurance; Physics","score_opus":0.0104118099995481,"score_gpt":0.22977901375680557,"score_spread":0.21936720375725746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243985816","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":[0.0005815191,0.0044700913,0.0047794487,0.0012771593,0.00085563486,0.000038387767,0.0001935265,0.00049396814,0.9873102],"genre_scores_gemma":[0.0066892398,0.004566431,0.0017885513,0.00042985205,0.0003967596,0.000027401224,0.00032353806,0.00014685832,0.98563135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967957,0.000041410254,0.000007440781,0.000055180008,0.00018189695,0.000034604942],"domain_scores_gemma":[0.9995845,0.00007161394,0.000023157101,0.00013742763,0.00012503767,0.000058386588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030517342,0.0010832126,0.00043899595,0.0014742468,0.0008812378,0.0026798754,0.0005151498,0.0010004153,0.21692492],"category_scores_gemma":[0.0010114079,0.00033061573,0.00030819818,0.0012213774,0.00060127315,0.0022646969,0.0015021096,0.0015670409,0.16207238],"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":[0.0000231193,0.000040749404,0.00012597402,0.00014863553,0.000006182731,0.000051237657,0.00010008711,0.0003820031,0.0013876914,0.06987631,0.5985094,0.32934862],"study_design_scores_gemma":[0.000002886903,0.000019053889,0.00023438239,0.000089984846,0.0000035269284,0.00015504203,0.00003326951,0.00032934183,0.0004449514,0.012771754,0.9859125,0.0000034414638],"about_ca_topic_score_codex":0.00092554314,"about_ca_topic_score_gemma":0.0018046132,"teacher_disagreement_score":0.21692492,"about_ca_system_score_codex":0.0007674514,"about_ca_system_score_gemma":0.0010448681,"threshold_uncertainty_score":0.7256862},"labels":[],"label_agreement":null},{"id":"W4244239592","doi":"10.1145/1600176","title":"Proceedings of the 2007 Workshop on New Security Paradigms","year":2008,"lang":"en","type":"paratext","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":17,"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":"Strengths and weaknesses; Event (particle physics); Library science; Computer science; Public relations; Political science; Operations research; Engineering ethics; Engineering; Psychology","score_opus":0.01738845776133528,"score_gpt":0.24422876805649282,"score_spread":0.22684031029515755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244239592","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":[0.00896897,0.029507611,0.06390381,0.15561134,0.13532221,0.00060951716,0.0014456876,0.0011286994,0.6035021],"genre_scores_gemma":[0.057965446,0.03518197,0.060715128,0.023523787,0.03661813,0.0012187505,0.0061732177,0.0019688937,0.77663463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940546,0.0021248946,0.00032169573,0.0008064044,0.0021209153,0.0005714891],"domain_scores_gemma":[0.99396497,0.0018561359,0.0001684657,0.0006278272,0.0017709581,0.0016116287],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008956991,0.0012550977,0.0008858459,0.0015531236,0.003589565,0.013267713,0.003276748,0.0038298557,0.053614896],"category_scores_gemma":[0.010015565,0.00067534676,0.0014875202,0.0014472847,0.0025366312,0.011051597,0.0064477054,0.009111871,0.016733903],"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":[0.00010389847,0.00012536864,0.00016001878,0.00030649087,0.000018658888,0.0001360931,0.0011949111,0.00059124496,0.00075553264,0.11952554,0.80194473,0.07513756],"study_design_scores_gemma":[0.000011516309,0.000015557587,0.00012938044,0.00025353115,0.0000064427204,0.000068334215,0.00051084167,0.0005585479,0.00029896386,0.024542855,0.97358817,0.000015752117],"about_ca_topic_score_codex":0.0026648624,"about_ca_topic_score_gemma":0.0049919854,"teacher_disagreement_score":0.9463851,"about_ca_system_score_codex":0.00544704,"about_ca_system_score_gemma":0.007938186,"threshold_uncertainty_score":0.17935973},"labels":[],"label_agreement":null},{"id":"W4244459742","doi":"10.4018/9781599049373.ch255","title":"Integrating Security and Software Engineering","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"","keywords":"Software engineering; Computer science; Software security assurance; Computer security; Information security; Security service","score_opus":0.010759018810283344,"score_gpt":0.2026282765120455,"score_spread":0.19186925770176216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244459742","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":[0.004601994,0.09547324,0.4616494,0.01561361,0.0016102674,0.00017454244,0.00012927965,0.001537123,0.4192106],"genre_scores_gemma":[0.14709377,0.18744808,0.3882196,0.0065981145,0.0023624892,0.0006739922,0.000589458,0.001113316,0.2659012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845433,0.0004192479,0.00012210052,0.00018310414,0.00071117334,0.00011002768],"domain_scores_gemma":[0.9979539,0.0012490146,0.00008280162,0.00036383825,0.00025790674,0.00009247043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013888143,0.0013267582,0.0007662293,0.0021669115,0.000983417,0.0054319305,0.0010952835,0.0025548926,0.008885214],"category_scores_gemma":[0.0023679347,0.0007532398,0.0009396282,0.001990058,0.0043728785,0.0061506303,0.0031683545,0.004275489,0.00583337],"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":[0.000007383033,0.000051379746,0.0002485315,0.0007967956,0.000034652403,0.00025361258,0.0012045817,0.0033947441,0.0014643234,0.7429612,0.018171296,0.2314115],"study_design_scores_gemma":[0.0000048144766,0.00003784428,0.00019075058,0.0007116303,0.000012732572,0.0004549823,0.00028422268,0.0035197241,0.0007731376,0.5284773,0.4655124,0.00002042722],"about_ca_topic_score_codex":0.0012777093,"about_ca_topic_score_gemma":0.0013275734,"teacher_disagreement_score":0.008885214,"about_ca_system_score_codex":0.0018402043,"about_ca_system_score_gemma":0.002435524,"threshold_uncertainty_score":0.029723942},"labels":[],"label_agreement":null},{"id":"W4244660161","doi":"10.17722/ijme.v3i1.122","title":"Challenges Facing Information Systems Security Management in Higher Learning Institutions: A Case Study of the Catholic University of Eastern Africa - Kenya","year":2014,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Information security; Information security management; Knowledge management; Information system; Certified Information Security Manager; Descriptive statistics; Business; Vulnerability (computing); Security management; Security information and event management; Popularity; Management information systems; Information security standards; Computer science; Computer security; Cloud computing security; Security service; Political science","score_opus":0.0356368930247385,"score_gpt":0.24390081228049781,"score_spread":0.20826391925575932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244660161","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":[0.99403363,0.0004244715,0.00022743217,0.0018870052,0.000014449637,0.00006945013,0.00001308406,0.0000036911447,0.003326748],"genre_scores_gemma":[0.99493283,0.000887017,0.0003513907,0.00047603346,0.00000962348,0.000031133928,0.000012223201,0.000005777064,0.0032938877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99754274,0.001087573,0.000103903454,0.00013251891,0.00025427848,0.00087904336],"domain_scores_gemma":[0.9965989,0.00082978205,0.00057454605,0.00008093849,0.00031867655,0.001597251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029433528,0.0005885675,0.00047406848,0.001475896,0.020101635,0.004259367,0.0011384164,0.0026902233,0.004407043],"category_scores_gemma":[0.0029259373,0.00052618684,0.00032856234,0.0016306728,0.0033927148,0.002825094,0.0038408996,0.0025480096,0.0005674195],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021111457,0.0019035878,0.13307874,0.00075413426,0.000038868944,0.08246224,0.728886,0.0006215675,0.0039771916,0.009393802,0.005453936,0.033218734],"study_design_scores_gemma":[0.000009132921,0.0002592967,0.032263376,0.0002952193,0.000016147866,0.004572241,0.94170517,0.00035160047,0.0006022456,0.00033156568,0.019558212,0.00003576621],"about_ca_topic_score_codex":0.020845974,"about_ca_topic_score_gemma":0.070960194,"teacher_disagreement_score":0.020845974,"about_ca_system_score_codex":0.006297787,"about_ca_system_score_gemma":0.008218072,"threshold_uncertainty_score":0.045693815},"labels":[],"label_agreement":null},{"id":"W4245264142","doi":"10.1201/9781315140063-14","title":"Government-Based Security Standards","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Government (linguistics); Computer security; Business; Political science; Computer science; Philosophy","score_opus":0.011547956055964691,"score_gpt":0.23783958798768678,"score_spread":0.22629163193172208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245264142","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":[0.0015547685,0.004435248,0.007312864,0.0060295844,0.0011720937,0.0001136323,0.00034166645,0.000551452,0.9784888],"genre_scores_gemma":[0.066734016,0.014822192,0.02767337,0.004438032,0.0009146831,0.00033206437,0.0024223533,0.00080966676,0.8818535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464613,0.0007892458,0.00043233394,0.00040087098,0.0032954453,0.00043595757],"domain_scores_gemma":[0.9954963,0.00078844454,0.0002028292,0.00086366106,0.002389555,0.0002591853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004029447,0.000628784,0.0004464077,0.0043730154,0.0031747345,0.008901396,0.001552003,0.004388572,0.029110333],"category_scores_gemma":[0.007646941,0.00051943137,0.000715632,0.0070665684,0.003012743,0.0052052652,0.0026492279,0.0043449784,0.022678213],"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":[0.0000054102293,0.00002935159,0.00011540814,0.000111782545,0.0000026337218,0.000040158753,0.00081523566,0.00039305192,0.00031852603,0.79118973,0.14229554,0.06468311],"study_design_scores_gemma":[0.0000019983102,0.000006447599,0.00016485991,0.00013108627,0.000002686724,0.000074966956,0.00014862113,0.0001222932,0.00025531373,0.032580845,0.96650344,0.000007418197],"about_ca_topic_score_codex":0.011884343,"about_ca_topic_score_gemma":0.013909546,"teacher_disagreement_score":0.029110333,"about_ca_system_score_codex":0.009718127,"about_ca_system_score_gemma":0.011077931,"threshold_uncertainty_score":0.0973838},"labels":[],"label_agreement":null},{"id":"W4245431042","doi":"10.5771/9783748921011-337","title":"The Complex Function of Exercises in a Martime Strategy of Deterrence","year":2021,"lang":"en","type":"book-chapter","venue":"Nomos Verlagsgesellschaft mbH & Co. KG eBooks","topic":"Information and Cyber Security","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":"Universität Rostock; Universität Osnabrück; Karl-Franzens-Universität Graz; Anadolu Üniversitesi; McMaster University","keywords":"Deterrence (psychology); Function (biology); Computer science; Psychology; Criminology; Biology; Cell biology","score_opus":0.03247887312181127,"score_gpt":0.2500972572770355,"score_spread":0.21761838415522425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245431042","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":[0.023653371,0.0014659142,0.014131736,0.0076609533,0.00026899247,0.000033558597,0.000030358226,0.00011769401,0.9526373],"genre_scores_gemma":[0.55217797,0.0011259327,0.008620657,0.0011272515,0.0001656179,0.00007437809,0.000056324956,0.00013279007,0.43651915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943954,0.00027019499,0.000015710446,0.000074860116,0.00011906819,0.000080655045],"domain_scores_gemma":[0.9989478,0.00057560566,0.00008113088,0.00009373653,0.00010708234,0.00019477661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008327839,0.0003552628,0.00020080495,0.0004436162,0.0017037774,0.0044320924,0.00068305404,0.0012059215,0.01728138],"category_scores_gemma":[0.0023577735,0.00015475067,0.00017593167,0.00048030086,0.0032019536,0.0036898507,0.0017051623,0.0017064818,0.0021574395],"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":[0.000022937455,0.000048931506,0.00054107595,0.00006539011,0.000004542744,0.000106020954,0.0059430785,0.000865178,0.0004777602,0.89287215,0.02248625,0.07656662],"study_design_scores_gemma":[0.00001788223,0.00013460763,0.003480081,0.00042680133,0.000008749288,0.00032685394,0.008981582,0.004308981,0.0010393566,0.27291673,0.70833474,0.00002366644],"about_ca_topic_score_codex":0.0017265199,"about_ca_topic_score_gemma":0.0040815095,"teacher_disagreement_score":0.01728138,"about_ca_system_score_codex":0.0013361673,"about_ca_system_score_gemma":0.0012548084,"threshold_uncertainty_score":0.057811975},"labels":[],"label_agreement":null},{"id":"W4246048823","doi":"10.4018/978-1-4666-2931-8.ch009","title":"Socio-Technical Influences of Cyber Espionage","year":2012,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"","keywords":"Espionage; Politics; Government (linguistics); Documentation; Counterintelligence; Industrial espionage; Variety (cybernetics); Political science; Public relations; Sociology; Law","score_opus":0.01663408439150353,"score_gpt":0.25100871140204556,"score_spread":0.234374627010542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246048823","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":[0.38713017,0.010736241,0.006202819,0.0063699423,0.00015453131,0.000047322603,0.00005415519,0.00006250768,0.5892423],"genre_scores_gemma":[0.9828147,0.0061306264,0.00082736346,0.00022372775,0.00006656616,0.00001640122,0.000018555298,0.000017950142,0.009884125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99808383,0.0012382972,0.000048181617,0.00011083184,0.00036794718,0.00015093843],"domain_scores_gemma":[0.9962692,0.002710313,0.0004955176,0.00021389833,0.00013110766,0.00017994635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015967678,0.00030369379,0.0001454154,0.002101635,0.0024006376,0.004900004,0.00044573352,0.0009631082,0.0045256233],"category_scores_gemma":[0.0029762776,0.00020916987,0.00015432644,0.001948812,0.009646139,0.00394811,0.0033132571,0.0012307339,0.00037883307],"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":[0.000055666515,0.00014015181,0.018665807,0.00046261682,0.000021553653,0.0048825718,0.14099357,0.003219335,0.0025560092,0.730164,0.006139263,0.09269953],"study_design_scores_gemma":[0.000016815071,0.00012008581,0.057602216,0.0012780483,0.000035260844,0.0042131715,0.18711738,0.0029571408,0.0029502732,0.23508567,0.50855494,0.000069003414],"about_ca_topic_score_codex":0.0013429334,"about_ca_topic_score_gemma":0.0021558756,"teacher_disagreement_score":0.004900004,"about_ca_system_score_codex":0.0024790342,"about_ca_system_score_gemma":0.0009779815,"threshold_uncertainty_score":0.017986715},"labels":[],"label_agreement":null},{"id":"W4246490381","doi":"10.2172/1561177","title":"10.2172/1561177","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Medicine; Political science","score_opus":0.004754116744547646,"score_gpt":0.17241194241020294,"score_spread":0.1676578256656553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246490381","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":[0.00046790292,0.00033791136,0.00054047257,0.00053215807,0.0005822393,0.00006902151,0.0015860252,0.0014149239,0.9944693],"genre_scores_gemma":[0.0010160133,0.0002502641,0.00042384546,0.0004622212,0.00009143134,0.000039265484,0.001578286,0.0005162283,0.9956226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941826,0.00004464264,0.0000611726,0.00016298513,0.00022768603,0.00008535848],"domain_scores_gemma":[0.99834394,0.00026247223,0.000090504924,0.00041879315,0.0004804185,0.00040394228],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007909589,0.0014165774,0.0009290198,0.0023311323,0.0013924928,0.0039619897,0.0013282672,0.00232781,0.9772798],"category_scores_gemma":[0.0020038444,0.000721646,0.0007862831,0.0026972021,0.000972473,0.003613331,0.0031903258,0.0014008918,0.9841632],"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":[0.00012120903,0.000116192445,0.00054615404,0.0002886383,0.0000127581225,0.00016290048,0.000061683044,0.00009868811,0.001672889,0.0032748391,0.62095326,0.37269077],"study_design_scores_gemma":[0.000017969409,0.000021273187,0.00068833586,0.00011116914,0.0000052625305,0.00018581975,0.000069263086,0.00009596759,0.0003208697,0.0005822245,0.99789006,0.000011877474],"about_ca_topic_score_codex":0.002195465,"about_ca_topic_score_gemma":0.0022211485,"teacher_disagreement_score":0.022720218,"about_ca_system_score_codex":0.00089272705,"about_ca_system_score_gemma":0.0011397467,"threshold_uncertainty_score":0.032407522},"labels":[],"label_agreement":null},{"id":"W4247816778","doi":"10.4018/9781591407898.ch172","title":"IT Security Policy in Public Organizations","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Public administration; Business; Political science; Computer security; Computer science","score_opus":0.01842193290869589,"score_gpt":0.23809356752701802,"score_spread":0.21967163461832212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247816778","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":[0.023038376,0.0079413485,0.0070465636,0.22254638,0.0015599632,0.00011407117,0.00011530822,0.00013107416,0.7375069],"genre_scores_gemma":[0.83025676,0.0054501197,0.0022329052,0.056611054,0.0022311057,0.00023204983,0.00014794376,0.00015375987,0.10268436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97700685,0.008463767,0.00081389624,0.0019006545,0.0054057133,0.006409065],"domain_scores_gemma":[0.9781528,0.009702208,0.0023241674,0.0024711106,0.0036350316,0.0037146304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017855259,0.00045249698,0.00051043206,0.0033239503,0.012998876,0.02900235,0.0015689051,0.013722436,0.02172658],"category_scores_gemma":[0.032378502,0.00059138954,0.0006033806,0.0049440246,0.014254282,0.016668977,0.007890502,0.010570428,0.0038842643],"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":[0.000010663955,0.00003578812,0.00049172016,0.000031255975,0.000005265495,0.00007217854,0.0017667116,0.0002473569,0.00004691174,0.96756876,0.019742569,0.009980836],"study_design_scores_gemma":[0.000022702865,0.00003850296,0.0014661846,0.00073009427,0.000016902288,0.00012820741,0.0051592547,0.0006463384,0.0002566826,0.4600083,0.5314935,0.000033357206],"about_ca_topic_score_codex":0.01949995,"about_ca_topic_score_gemma":0.009006927,"teacher_disagreement_score":0.02900235,"about_ca_system_score_codex":0.022266673,"about_ca_system_score_gemma":0.028039016,"threshold_uncertainty_score":0.16155678},"labels":[],"label_agreement":null},{"id":"W4249646270","doi":"10.1007/978-3-642-40576-1","title":"Security in Computing and Communications","year":2013,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Information and Cyber Security","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 Winnipeg","funders":"","keywords":"Computer science; Computer security","score_opus":0.026100628482499427,"score_gpt":0.295029595458491,"score_spread":0.26892896697599156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249646270","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":[0.0006783515,0.076033086,0.01437676,0.0031262832,0.005176656,0.00007559309,0.00012366853,0.0003250101,0.9000847],"genre_scores_gemma":[0.00822952,0.04935104,0.0049380367,0.001833402,0.0033883473,0.000114883274,0.00017398514,0.0003097441,0.9316611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994272,0.00009478615,0.000019159866,0.000064249565,0.00034434177,0.00005030234],"domain_scores_gemma":[0.9995359,0.00015560212,0.000028615064,0.00008035824,0.00013000399,0.00006959189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035025188,0.0020855733,0.0012976606,0.0024623158,0.0016090155,0.0050536334,0.00085401797,0.0014039536,0.04071851],"category_scores_gemma":[0.0011878302,0.0005143662,0.0004091363,0.0036271184,0.0023853148,0.005153997,0.0018745877,0.0041902806,0.025983248],"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":[0.000013377865,0.000047643847,0.00008802059,0.0003812524,0.0000125717515,0.00005461243,0.00049469835,0.00080103625,0.0006969546,0.30228415,0.46076438,0.23436135],"study_design_scores_gemma":[0.0000027108947,0.000015442421,0.00013138706,0.00024720482,0.000004336296,0.00009117412,0.000084544125,0.00040733753,0.00012506996,0.057185687,0.94169843,0.000006783894],"about_ca_topic_score_codex":0.002145296,"about_ca_topic_score_gemma":0.004616342,"teacher_disagreement_score":0.04071851,"about_ca_system_score_codex":0.0021048007,"about_ca_system_score_gemma":0.0023823017,"threshold_uncertainty_score":0.13621706},"labels":[],"label_agreement":null},{"id":"W4250445530","doi":"10.1109/msp.2015.129","title":"Table of Contents","year":2015,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Information and Cyber Security","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":"Regional Municipality of Niagara","funders":"","keywords":"Table (database); Computer science; Database","score_opus":0.03712562156391669,"score_gpt":0.265806811393872,"score_spread":0.22868118982995533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250445530","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":[0.0005961349,0.0094843395,0.0053840517,0.021094456,0.13197097,0.0013090827,0.022883708,0.003079913,0.8041974],"genre_scores_gemma":[0.0039742435,0.012143556,0.0035979259,0.012843239,0.053880822,0.0006947811,0.016251812,0.001515508,0.8950982],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982895,0.0002096748,0.0001504725,0.00024233815,0.0010101661,0.00009787211],"domain_scores_gemma":[0.98352975,0.0025293697,0.000846996,0.0008028709,0.010376676,0.0019142821],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015523828,0.0009102845,0.0010945257,0.0053547435,0.0016220926,0.006348164,0.0014056299,0.0013351784,0.69922495],"category_scores_gemma":[0.018519256,0.00038555567,0.0006294856,0.0028158312,0.00050183514,0.0025660917,0.0013581804,0.0019073208,0.57610637],"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":[0.000010029869,0.00001199609,0.00006929499,0.00020787615,0.0000021,0.000022237218,0.000012282842,0.00004523859,0.00011610838,0.00076812226,0.9696993,0.029035486],"study_design_scores_gemma":[0.0000045586025,0.000010978853,0.00018565268,0.00026443574,0.0000038466287,0.000060200564,0.000021000273,0.000045052853,0.00007136453,0.0007134762,0.9986143,0.0000050854205],"about_ca_topic_score_codex":0.0019785687,"about_ca_topic_score_gemma":0.0022153691,"teacher_disagreement_score":0.30077505,"about_ca_system_score_codex":0.0020888378,"about_ca_system_score_gemma":0.0036409944,"threshold_uncertainty_score":0.4290191},"labels":[],"label_agreement":null},{"id":"W4250645333","doi":"10.1016/s0969-4765(18)30115-2","title":"RealNetworks offers facial recognition to secure schools from shooters","year":2018,"lang":"en","type":"article","venue":"Biometric Technology Today","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"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":"Biometrics; Facial recognition system; Computer security; Internet privacy; Computer science; Artificial intelligence; Pattern recognition (psychology)","score_opus":0.015278608957054723,"score_gpt":0.24405777413192323,"score_spread":0.22877916517486852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250645333","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":[0.09080588,0.0028113236,0.19710371,0.005541035,0.0024132396,0.0011561561,0.009720465,0.16038558,0.5300627],"genre_scores_gemma":[0.4344291,0.0018593142,0.11658857,0.0022621886,0.0006670094,0.0004730409,0.01220296,0.0059666215,0.42555118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917966,0.00008953854,0.000021304537,0.00010921657,0.00046875663,0.00013159668],"domain_scores_gemma":[0.9989573,0.00018739558,0.000063526764,0.00022712156,0.00036377972,0.00020096196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013045873,0.0007234056,0.00040862933,0.0010618819,0.00065544544,0.0011187387,0.0008365653,0.0008264872,0.066277474],"category_scores_gemma":[0.0021783258,0.00039922755,0.00041387792,0.00037288948,0.0005005083,0.0019766272,0.0017140337,0.0008491845,0.03208382],"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":[0.0014806198,0.00048532357,0.0041045886,0.00021435115,0.000060663508,0.000354305,0.0006145101,0.0011482784,0.034569073,0.0074365055,0.49016464,0.4593671],"study_design_scores_gemma":[0.00047568622,0.0010291082,0.015105006,0.00017744405,0.0001221188,0.0023286808,0.00061493064,0.06521163,0.068172395,0.008179773,0.8383416,0.00024155989],"about_ca_topic_score_codex":0.008777167,"about_ca_topic_score_gemma":0.020090315,"teacher_disagreement_score":0.066277474,"about_ca_system_score_codex":0.0007845235,"about_ca_system_score_gemma":0.0009001199,"threshold_uncertainty_score":0.22172022},"labels":[],"label_agreement":null},{"id":"W4252556839","doi":"10.6028/nist.ir.7399","title":"Computer Security Division 2006 annual report","year":2007,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Information Technology Laboratory; Defense Advanced Research Projects Agency; National Institute of Standards and Technology; U.S. Department of Defense; Australian Government; National Security Agency; Jess and Mildred Fisher College of Science and Mathematics; U.S. Department of Homeland Security; Advanced Research Projects Agency; Government of Canada","keywords":"Division (mathematics); Computer science; Computer security; Arithmetic; Mathematics","score_opus":0.016840384019748456,"score_gpt":0.2887933960452189,"score_spread":0.27195301202547045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252556839","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":[0.0018016504,0.0029567752,0.0035722195,0.006445946,0.0034248224,0.00072452193,0.16802986,0.003315522,0.8097287],"genre_scores_gemma":[0.008046256,0.0032538527,0.0034412118,0.0015861103,0.00049629924,0.0007040165,0.091002345,0.00085265003,0.89061713],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975419,0.00026445877,0.00015809562,0.00027991773,0.0015124102,0.00024336774],"domain_scores_gemma":[0.99308527,0.00059079,0.00023918324,0.0005619507,0.0050892355,0.00043367693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032025138,0.0010777834,0.0006623082,0.002653708,0.0010991404,0.0038512307,0.001413616,0.0020455185,0.22760727],"category_scores_gemma":[0.006104079,0.00066711416,0.00036120537,0.0031668835,0.0002701789,0.0021469072,0.0009864579,0.0020813379,0.26179484],"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":[0.000016804455,0.000034916935,0.00020616747,0.000044361037,0.0000018285677,0.000004991354,0.000011560685,0.000055290453,0.00007102705,0.0009309759,0.9843561,0.01426594],"study_design_scores_gemma":[0.000013512206,0.000030672698,0.0025025902,0.0001280817,0.000008040057,0.000025667841,0.000035303212,0.00011965839,0.00041833185,0.00040875076,0.9963018,0.0000076040606],"about_ca_topic_score_codex":0.025166724,"about_ca_topic_score_gemma":0.030099384,"teacher_disagreement_score":0.22760727,"about_ca_system_score_codex":0.002482716,"about_ca_system_score_gemma":0.0068793516,"threshold_uncertainty_score":0.76142216},"labels":[],"label_agreement":null},{"id":"W42527964","doi":"","title":"Teaching cybersecurity through games: a cloud-based approach","year":2013,"lang":"en","type":"article","venue":"Journal of computing sciences in colleges","topic":"Information and Cyber Security","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 Calgary","funders":"","keywords":"Cloud computing; Computer science; Curriculum; Viewpoints; Variety (cybernetics); Cloud computing security; Computer security; Multimedia; World Wide Web; Artificial intelligence","score_opus":0.019841475531197365,"score_gpt":0.279448145915255,"score_spread":0.25960667038405766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42527964","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":[0.10916624,0.00278628,0.65846866,0.012755354,0.0013464714,0.0038853611,0.00035807295,0.0037064462,0.20752712],"genre_scores_gemma":[0.28182214,0.0032901263,0.67002153,0.0021786834,0.00027090462,0.0027652131,0.000403512,0.00043820782,0.03880961],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985843,0.00066420424,0.000054953955,0.00018967551,0.0002598111,0.00024698884],"domain_scores_gemma":[0.99856997,0.0003697569,0.000070693146,0.00011089649,0.00010097934,0.0007776947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013388137,0.001897991,0.0006459896,0.0011864614,0.0014100255,0.004216671,0.0035424463,0.0018619276,0.013081375],"category_scores_gemma":[0.0022450404,0.0004944896,0.0007475064,0.00060664496,0.0015714272,0.0027127143,0.005651654,0.002754037,0.0028823635],"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":[0.00059295807,0.009134153,0.0038813315,0.0019221975,0.000096664255,0.00079860503,0.012718267,0.02908188,0.029259115,0.22455451,0.08567557,0.60228467],"study_design_scores_gemma":[0.00048079935,0.0025036144,0.0049925023,0.0017415717,0.000104120074,0.0017102353,0.01172203,0.10076132,0.016164646,0.21672747,0.64291614,0.00017551013],"about_ca_topic_score_codex":0.0010260385,"about_ca_topic_score_gemma":0.0034658306,"teacher_disagreement_score":0.013081375,"about_ca_system_score_codex":0.0017392508,"about_ca_system_score_gemma":0.0019801916,"threshold_uncertainty_score":0.04376155},"labels":[],"label_agreement":null},{"id":"W4252871901","doi":"10.1007/978-1-4842-3627-7_23","title":"Final Recommendations","year":2018,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Information and Cyber Security","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Vulnerability (computing); Order (exchange); Computer security; Process (computing); Risk analysis (engineering); Key (lock); Business; Compliance (psychology); Process management; Computer science; Psychology; Finance","score_opus":0.04799270353457188,"score_gpt":0.2595834925456985,"score_spread":0.21159078901112663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252871901","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":[0.00064943795,0.014923658,0.004713513,0.2875952,0.12102579,0.000863057,0.008494241,0.0018105076,0.5599246],"genre_scores_gemma":[0.0036582416,0.011734513,0.007434381,0.095905915,0.013433845,0.0006402999,0.0061400947,0.00076217187,0.86029065],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568033,0.00077809254,0.0002971509,0.00048176033,0.0021502497,0.0006124755],"domain_scores_gemma":[0.98088914,0.0013168035,0.00058324233,0.001244709,0.012960113,0.0030060548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044857436,0.000871839,0.00070513075,0.0025005748,0.0022895194,0.008330297,0.0035803602,0.009361067,0.43336898],"category_scores_gemma":[0.025279408,0.000455539,0.0014731846,0.0020051845,0.0011029987,0.0080576455,0.003301126,0.006497885,0.29897523],"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":[0.000009556902,0.000013856193,0.000050535382,0.00013841447,0.0000022617778,0.000027745215,0.000030470212,0.000026682412,0.000033497992,0.0035422598,0.97210085,0.02402396],"study_design_scores_gemma":[0.000006360471,0.000006439149,0.00009807865,0.0003739075,0.0000035763226,0.000038698687,0.00009310791,0.000012057928,0.000039966013,0.002137006,0.9971853,0.000005482086],"about_ca_topic_score_codex":0.0075150714,"about_ca_topic_score_gemma":0.015356391,"teacher_disagreement_score":0.43336898,"about_ca_system_score_codex":0.0046916674,"about_ca_system_score_gemma":0.011448591,"threshold_uncertainty_score":0.8082304},"labels":[],"label_agreement":null},{"id":"W4253077038","doi":"10.1007/978-1-4419-5906-5_89","title":"One Time Password, from a Key Management Perspective","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"Password; Key (lock); S/KEY; Perspective (graphical); Computer science; Key management; Computer security; Process management; Business; Cryptography; Artificial intelligence","score_opus":0.01651789222393863,"score_gpt":0.19728227360780637,"score_spread":0.18076438138386774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253077038","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":[0.004653642,0.037132803,0.28494763,0.006920954,0.0043589487,0.00009108934,0.00025535893,0.0008046502,0.66083497],"genre_scores_gemma":[0.21570271,0.0600229,0.11244907,0.0031471797,0.0036542304,0.0002126945,0.0004903008,0.0005085065,0.6038124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992085,0.00015904824,0.000054744367,0.00018130461,0.00029534163,0.00010104546],"domain_scores_gemma":[0.9993031,0.00027200344,0.00005246667,0.00019820778,0.00011547562,0.000058879923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006265888,0.0008830026,0.00058713066,0.0010277143,0.0010445422,0.004965248,0.0014834513,0.002127388,0.017815808],"category_scores_gemma":[0.0019231609,0.00040079976,0.00036224577,0.0014566483,0.0029342084,0.012092704,0.001594508,0.0039886506,0.008587791],"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":[0.000022732522,0.000019528918,0.00003226675,0.00013934073,0.0000033853,0.00005704452,0.00020628703,0.00036648705,0.0011383526,0.92062086,0.014890598,0.062503085],"study_design_scores_gemma":[0.000011347751,0.0000839849,0.00012692,0.0002487968,0.000014702093,0.0010528618,0.00023761409,0.0029524933,0.0022422206,0.5436361,0.4493665,0.000026471314],"about_ca_topic_score_codex":0.00048580952,"about_ca_topic_score_gemma":0.0005918908,"teacher_disagreement_score":0.017815808,"about_ca_system_score_codex":0.0012392594,"about_ca_system_score_gemma":0.0011781047,"threshold_uncertainty_score":0.059599757},"labels":[],"label_agreement":null},{"id":"W4253815438","doi":"10.4018/978-1-59904-937-3.ch183","title":"IT Security Policy in Public Organizations","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Information and Cyber Security","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":"Computer security; Information security; Confidentiality; Information security management; Computer science; Denial-of-service attack; Information system; Security information and event management; The Internet; Engineering; Cloud computing security; World Wide Web","score_opus":0.015183893329737711,"score_gpt":0.23835055898391952,"score_spread":0.2231666656541818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253815438","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":[0.023038376,0.0079413485,0.0070465636,0.22254638,0.0015599632,0.00011407117,0.00011530822,0.00013107416,0.7375069],"genre_scores_gemma":[0.83025676,0.0054501197,0.0022329052,0.056611054,0.0022311057,0.00023204983,0.00014794376,0.00015375987,0.10268436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97700685,0.008463767,0.00081389624,0.0019006545,0.0054057133,0.006409065],"domain_scores_gemma":[0.9781528,0.009702208,0.0023241674,0.0024711106,0.0036350316,0.0037146304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017855259,0.00045249698,0.00051043206,0.0033239503,0.012998876,0.02900235,0.0015689051,0.013722436,0.02172658],"category_scores_gemma":[0.032378502,0.00059138954,0.0006033806,0.0049440246,0.014254282,0.016668977,0.007890502,0.010570428,0.0038842643],"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":[0.000010663955,0.00003578812,0.00049172016,0.000031255975,0.000005265495,0.00007217854,0.0017667116,0.0002473569,0.00004691174,0.96756876,0.019742569,0.009980836],"study_design_scores_gemma":[0.000022702865,0.00003850296,0.0014661846,0.00073009427,0.000016902288,0.00012820741,0.0051592547,0.0006463384,0.0002566826,0.4600083,0.5314935,0.000033357206],"about_ca_topic_score_codex":0.01949995,"about_ca_topic_score_gemma":0.009006927,"teacher_disagreement_score":0.02900235,"about_ca_system_score_codex":0.022266673,"about_ca_system_score_gemma":0.028039016,"threshold_uncertainty_score":0.16155678},"labels":[],"label_agreement":null},{"id":"W4254639814","doi":"10.33423/jabe.v21i9.2684","title":"Enterprise Risk Management at the State University of New York: A Benchmark for Saudi Universities","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":9,"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":"Benchmark (surveying); Enterprise risk management; Business; Risk management; Variety (cybernetics); Process (computing); Institution; Financial institution; Compliance (psychology); State (computer science); Process management; Face (sociological concept); Risk analysis (engineering); Finance; Computer science; Political science","score_opus":0.006030377423736838,"score_gpt":0.16398020389489193,"score_spread":0.1579498264711551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254639814","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92909175,0.0013519858,0.0061676283,0.01253787,0.0001351525,0.00015908053,0.00065856235,0.00016144075,0.049736623],"genre_scores_gemma":[0.9913317,0.00041810077,0.0047183926,0.00012844599,0.000022985962,0.000029987865,0.00046046404,0.000018835744,0.002871047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973435,0.00069460546,0.00025378054,0.00015679823,0.0012103614,0.00034093152],"domain_scores_gemma":[0.9840544,0.0018030761,0.0014851572,0.0006339196,0.00982969,0.0021937366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044934987,0.00029069136,0.00025186138,0.0019289016,0.0017212771,0.004813424,0.0006165099,0.0007014026,0.0014655873],"category_scores_gemma":[0.014081352,0.00010976054,0.00017141929,0.0017959038,0.00063977286,0.0033348715,0.0022322542,0.0008616943,0.00039122492],"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":[0.0010857979,0.0016090835,0.38203147,0.00040952055,0.00009910237,0.0009831095,0.011216932,0.03234358,0.0050602322,0.08067391,0.059189588,0.42529774],"study_design_scores_gemma":[0.00015285153,0.0012686413,0.59039724,0.00093306566,0.000095323754,0.0009196171,0.052117262,0.14588906,0.012780332,0.02835489,0.1667692,0.00032254623],"about_ca_topic_score_codex":0.08932072,"about_ca_topic_score_gemma":0.07764303,"teacher_disagreement_score":0.08932072,"about_ca_system_score_codex":0.008889209,"about_ca_system_score_gemma":0.008622417,"threshold_uncertainty_score":0.17760164},"labels":[],"label_agreement":null},{"id":"W4255636897","doi":"10.1007/978-3-319-04612-9_1","title":"Introduction","year":2014,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in computer science","topic":"Information and Cyber Security","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":"Philosophy","score_opus":0.009817690544170359,"score_gpt":0.21439883082261046,"score_spread":0.2045811402784401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255636897","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":[0.00034690506,0.0036761686,0.0057632127,0.003753139,0.0077889934,0.00015329117,0.0021333317,0.0011068704,0.97527814],"genre_scores_gemma":[0.0011844807,0.0021783037,0.0014478271,0.001388858,0.0012503447,0.00008933506,0.0016002008,0.00030312123,0.99055755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923384,0.00007932409,0.000027306589,0.00015742354,0.0004157173,0.0000864486],"domain_scores_gemma":[0.9989687,0.00014671274,0.000038025133,0.00015258083,0.00046324267,0.00023072881],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007828694,0.0010251469,0.00058569596,0.0018377396,0.0014135399,0.00472902,0.0018367462,0.00181586,0.6331712],"category_scores_gemma":[0.002885598,0.00033774655,0.00057709916,0.0015773599,0.0007157919,0.0035313447,0.0030272522,0.0020227414,0.5461382],"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":[0.000022384262,0.00003157512,0.000080366495,0.00018176623,0.000002133587,0.0000419093,0.00011435266,0.00010317265,0.00037091307,0.034505684,0.78985524,0.17469049],"study_design_scores_gemma":[0.0000013946417,0.000005080685,0.000041380095,0.00005669711,7.0542995e-7,0.000024737263,0.000025374757,0.000014043613,0.00005478873,0.0031392598,0.9966344,0.0000021386452],"about_ca_topic_score_codex":0.001879155,"about_ca_topic_score_gemma":0.0026648613,"teacher_disagreement_score":0.3668288,"about_ca_system_score_codex":0.001236462,"about_ca_system_score_gemma":0.0022217003,"threshold_uncertainty_score":0.52323675},"labels":[],"label_agreement":null},{"id":"W4255811063","doi":"10.6028/nist.sp.800-57p1","title":"Recommendation for key management, part 1 :","year":2005,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"National Institute of Standards and Technology; Government of Canada; National Security Agency","keywords":"Key (lock); Computer science; Key management; Data science; Computer security","score_opus":0.05115057534180623,"score_gpt":0.309957785415977,"score_spread":0.2588072100741708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255811063","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":[0.0010361075,0.007080767,0.024606446,0.03518499,0.012737311,0.0047329594,0.100556,0.021265458,0.79280007],"genre_scores_gemma":[0.002789021,0.008989467,0.014014192,0.011232371,0.0026709745,0.0016492923,0.081613,0.0025588153,0.87448287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972819,0.00032007348,0.0003060078,0.00022369121,0.0015287832,0.00033951146],"domain_scores_gemma":[0.9834592,0.0030226079,0.0009148065,0.0016839721,0.009301954,0.001617429],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029880975,0.002112813,0.002570971,0.0037784704,0.0014863352,0.0070808623,0.003642519,0.012239528,0.48322365],"category_scores_gemma":[0.022551347,0.0016099549,0.0013960234,0.0064358916,0.00067418406,0.008550214,0.0015725662,0.004455523,0.68012726],"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":[0.000023571696,0.000041593845,0.000051506784,0.0001756113,0.000003894539,0.000015967442,0.0000075094486,0.0001000648,0.0002066383,0.00068707805,0.97122484,0.027461667],"study_design_scores_gemma":[0.00010600797,0.00004793562,0.0007334321,0.00027755275,0.000011318175,0.00004918905,0.00002600048,0.0003679174,0.00027992736,0.001398158,0.9966719,0.000030553274],"about_ca_topic_score_codex":0.01981796,"about_ca_topic_score_gemma":0.033909544,"teacher_disagreement_score":0.48322365,"about_ca_system_score_codex":0.0032458154,"about_ca_system_score_gemma":0.0064087743,"threshold_uncertainty_score":0.7371187},"labels":[],"label_agreement":null},{"id":"W4256318103","doi":"10.4018/978-1-7998-4162-3.ch009","title":"The Cybersecurity Awareness Training Model (CATRAM)","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in digital crime, forensics, and cyber terrorism book series","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Security awareness; Computer security; Computer science; Information security; Incident response; Training (meteorology); Knowledge management","score_opus":0.018784628403231664,"score_gpt":0.23877760547708146,"score_spread":0.2199929770738498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256318103","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":[0.12638682,0.0021062773,0.09744271,0.015751328,0.0006786802,0.002161233,0.00066257676,0.0013753823,0.7534351],"genre_scores_gemma":[0.6873329,0.0026159491,0.1932632,0.0033251767,0.00007463781,0.0026384357,0.0013301155,0.00013130912,0.10928829],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984091,0.00053889485,0.000060355167,0.0001675583,0.0006621766,0.00016196983],"domain_scores_gemma":[0.99820244,0.00066458347,0.00017091965,0.00018126411,0.0005356683,0.00024510443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021222166,0.0004853961,0.00019135483,0.00089564297,0.00091846485,0.0028347,0.0016689101,0.0011639128,0.008058857],"category_scores_gemma":[0.0028551612,0.00019992139,0.00042207938,0.0008479968,0.0014210003,0.0027743976,0.0016119205,0.0016271268,0.0017471561],"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":[0.000074860036,0.001136178,0.011921253,0.0011614979,0.000020783997,0.00020566778,0.006806272,0.00882437,0.0024620907,0.3632237,0.05784126,0.5463221],"study_design_scores_gemma":[0.00013671962,0.0019225444,0.039348178,0.0034913362,0.00009789574,0.0016954849,0.017555416,0.06021585,0.0069622877,0.1221965,0.7462305,0.00014733219],"about_ca_topic_score_codex":0.005731214,"about_ca_topic_score_gemma":0.010416161,"teacher_disagreement_score":0.008058857,"about_ca_system_score_codex":0.0036185926,"about_ca_system_score_gemma":0.009471606,"threshold_uncertainty_score":0.026959538},"labels":[],"label_agreement":null},{"id":"W4256682879","doi":"10.2139/ssrn.1534192","title":"Information Security Auditing - A Decision Model for Performance Evaluation","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Audit; Information security audit; Information security; Business; Decision model; Computer science; Computer security; Standard of Good Practice; Accounting; Security service; Machine learning","score_opus":0.009089328571053141,"score_gpt":0.25829144091351197,"score_spread":0.24920211234245884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256682879","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":[0.084862694,0.0006326081,0.89000154,0.0031436044,0.0001494286,0.00055747764,0.0011296176,0.00063776365,0.018885273],"genre_scores_gemma":[0.9254279,0.0005455758,0.06338505,0.0001764093,0.000112205315,0.0004328302,0.00045817564,0.000063951564,0.009397901],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99088544,0.005356769,0.00035129895,0.0011292422,0.0011516947,0.0011255238],"domain_scores_gemma":[0.9805444,0.015057489,0.001355353,0.0006189853,0.0017047536,0.00071915664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014244538,0.0022976724,0.0037719177,0.0024623545,0.0010504273,0.0065509947,0.0031837288,0.0041505992,0.009483411],"category_scores_gemma":[0.023409106,0.0012432259,0.0018019576,0.002870106,0.0021292889,0.0059971684,0.001701935,0.0034079463,0.0012858387],"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":[0.0001942657,0.00014118865,0.0012394546,0.00008056479,0.00007447636,0.000060117258,0.000067296365,0.9277251,0.00020012177,0.056949656,0.000993922,0.012273778],"study_design_scores_gemma":[0.000021021171,0.000041183248,0.00020193,0.000012574588,0.000022773394,0.000010990681,0.000016348915,0.9840581,0.00006674821,0.015334522,0.0002013245,0.000012522625],"about_ca_topic_score_codex":0.0145871155,"about_ca_topic_score_gemma":0.010621092,"teacher_disagreement_score":0.0145871155,"about_ca_system_score_codex":0.00613067,"about_ca_system_score_gemma":0.00531729,"threshold_uncertainty_score":0.07533324},"labels":[],"label_agreement":null},{"id":"W4281606572","doi":"10.1016/j.infsof.2022.106970","title":"An empirical study of IoT security aspects at sentence-level in developer textual discussions","year":2022,"lang":"en","type":"article","venue":"Information and Software Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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 Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Internet of Things; Sentence; Empirical research; Computer security; Data science; Natural language processing; Mathematics","score_opus":0.017846974608471563,"score_gpt":0.27456547549206173,"score_spread":0.25671850088359016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281606572","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":[0.98975205,0.00013885566,0.0029194162,0.0005350586,0.000017353987,0.000068457164,0.0006008037,0.000069157715,0.0058988733],"genre_scores_gemma":[0.9970499,0.000067846304,0.0012269204,0.00010087247,0.000018941539,0.00006801253,0.00073357596,0.000051584924,0.00068237947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911758,0.005529986,0.00073773914,0.0007400264,0.0015024458,0.00031389887],"domain_scores_gemma":[0.62990403,0.32463554,0.021953229,0.0031839523,0.018148484,0.0021747823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075588934,0.00029634166,0.00026762797,0.0024895698,0.0013767496,0.002497811,0.0006311502,0.0010646253,0.004682854],"category_scores_gemma":[0.13629355,0.0003979975,0.0002112338,0.0025893447,0.0010902185,0.005306972,0.0019202287,0.0017418698,0.0007844069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083842716,0.0006802747,0.46898016,0.0010421799,0.00008078966,0.0014665065,0.46789715,0.00040738896,0.016974157,0.004861166,0.003073065,0.03369864],"study_design_scores_gemma":[0.00011596522,0.0006593273,0.62601763,0.00087435095,0.00024974163,0.0018866982,0.32094035,0.013394284,0.010958858,0.0036160436,0.021139454,0.00014730639],"about_ca_topic_score_codex":0.006909679,"about_ca_topic_score_gemma":0.007486956,"teacher_disagreement_score":0.0075588934,"about_ca_system_score_codex":0.001856595,"about_ca_system_score_gemma":0.0014212101,"threshold_uncertainty_score":0.039975762},"labels":[],"label_agreement":null},{"id":"W4282826817","doi":"10.1080/08874417.2022.2081883","title":"Motivation and Demotivation of Hackers in Selecting a Hacking Task","year":2022,"lang":"en","type":"article","venue":"Journal of Computer Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hacker; Task (project management); Computer science; Psychology; Computer security; Knowledge management; Management; Economics","score_opus":0.011696867457614835,"score_gpt":0.21193067480549208,"score_spread":0.20023380734787724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282826817","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":[0.9985251,0.000015115579,0.00026465606,0.00006395637,0.0000025880627,0.000010335146,0.0000044895173,0.000005384847,0.0011084012],"genre_scores_gemma":[0.99867356,0.000024056322,0.00021819813,0.00005016198,0.000003161594,0.000013741303,0.000018714298,0.0000040740565,0.0009943238],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99845326,0.0006873359,0.000079927224,0.00013146238,0.0003438491,0.0003040422],"domain_scores_gemma":[0.9843849,0.006867376,0.004667133,0.00092063233,0.0011101557,0.0020497905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002254849,0.00026158258,0.00020106742,0.0010186349,0.00071770314,0.0026345954,0.00024764266,0.0008593873,0.0022807613],"category_scores_gemma":[0.016858257,0.00026262115,0.00028271682,0.00029492954,0.00097435946,0.0008364561,0.0009995579,0.001523346,0.0005137858],"study_design_candidate":"qualitative","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":[0.00030797045,0.0011909978,0.9261196,0.000066056244,0.00007310538,0.00047841834,0.02896581,0.00053832564,0.012194469,0.0018118183,0.0005012581,0.0277521],"study_design_scores_gemma":[0.00001865791,0.00041803258,0.9672258,0.000056094366,0.000030094816,0.00045656032,0.022879943,0.0038172358,0.0019778088,0.0011811836,0.0018772137,0.00006137509],"about_ca_topic_score_codex":0.0012055845,"about_ca_topic_score_gemma":0.0018206225,"teacher_disagreement_score":0.0026345954,"about_ca_system_score_codex":0.00041827542,"about_ca_system_score_gemma":0.00042552344,"threshold_uncertainty_score":0.0119249225},"labels":[],"label_agreement":null},{"id":"W4283032500","doi":"10.1016/j.adro.2022.100896","title":"The Impact of a Cyberattack at a Radiation Oncology Department: Immediate Response and Future Preparedness","year":2022,"lang":"en","type":"article","venue":"Advances in Radiation Oncology","topic":"Information and Cyber Security","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":"NOSM University; Health Sciences North","funders":"","keywords":"Medicine; Contingency plan; Preparedness; Radiation oncology; Medical emergency; Ransomware; Computer security; Malware; Radiation therapy; Computer science; Surgery","score_opus":0.006954989807929808,"score_gpt":0.32926982027530743,"score_spread":0.32231483046737763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283032500","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":[0.16310698,0.032223612,0.027618602,0.6799751,0.009389406,0.0006157088,0.00053653395,0.0018848741,0.084649146],"genre_scores_gemma":[0.9097688,0.019004928,0.020881562,0.035534564,0.0031075506,0.0002365271,0.000492271,0.00020991785,0.01076395],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9947141,0.002198082,0.00026228948,0.00031717515,0.0013037944,0.0012045748],"domain_scores_gemma":[0.9787404,0.0063002673,0.0030816437,0.001005905,0.004062435,0.00680942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006316603,0.00065445865,0.00038677416,0.0011442684,0.0041040904,0.0059756744,0.0016937775,0.0050239996,0.0123597635],"category_scores_gemma":[0.024905514,0.00037132544,0.0007138351,0.00056390726,0.001853616,0.005408803,0.0051152897,0.006449196,0.0022222796],"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":[0.0006214546,0.0014367147,0.06313694,0.0019953514,0.00023463687,0.0080278,0.008750913,0.01047865,0.007053935,0.025558034,0.26597187,0.6067338],"study_design_scores_gemma":[0.00015042763,0.0037628612,0.09884949,0.005379312,0.0003641347,0.01347615,0.14523564,0.017362969,0.011674158,0.08983595,0.61318314,0.0007257149],"about_ca_topic_score_codex":0.003117214,"about_ca_topic_score_gemma":0.0073916316,"teacher_disagreement_score":0.0123597635,"about_ca_system_score_codex":0.0030011854,"about_ca_system_score_gemma":0.008134656,"threshold_uncertainty_score":0.041347563},"labels":[],"label_agreement":null},{"id":"W4283379311","doi":"10.2308/jeta-2020-081","title":"Cybersecurity Research in Accounting Information Systems: A Review and Framework","year":2022,"lang":"en","type":"review","venue":"Journal of Emerging Technologies in Accounting","topic":"Information and Cyber Security","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":"Information assurance; Computer security; Computer science; Frame (networking); Information system; Information security; Data science; Political science","score_opus":0.06870214972162718,"score_gpt":0.38184696357968323,"score_spread":0.31314481385805604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283379311","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":[0.00012867544,0.9988557,0.00011198296,0.0004516364,0.000080081685,0.000007401583,0.000012786959,0.0000020132936,0.0003496834],"genre_scores_gemma":[0.0019107658,0.9975948,0.000184608,0.00015355431,0.0000862371,0.000010610324,0.000011865186,8.0805154e-7,0.000046748468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753153,0.0007525145,0.0005571546,0.00024769746,0.00078746025,0.0001236983],"domain_scores_gemma":[0.9803154,0.014465388,0.001856038,0.00020705629,0.0028543307,0.00030174328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005473803,0.0010060943,0.001905167,0.016824804,0.00090386224,0.0034366208,0.0011771421,0.00169073,0.0024307463],"category_scores_gemma":[0.012637829,0.0006407339,0.0012820069,0.020993184,0.001498817,0.0035586485,0.0012481356,0.0016128164,0.0005085473],"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":[0.000083288694,0.00009252742,0.0017666033,0.20614919,0.000771975,0.0002888482,0.0009932772,0.0011003041,0.00061373715,0.023754044,0.021220671,0.74316555],"study_design_scores_gemma":[0.000027966518,0.00019599471,0.00825865,0.30948207,0.0020831292,0.0013046722,0.0016487122,0.00057038973,0.0005340111,0.012379837,0.6634171,0.000097501565],"about_ca_topic_score_codex":0.005128542,"about_ca_topic_score_gemma":0.009242256,"teacher_disagreement_score":0.016824804,"about_ca_system_score_codex":0.003381391,"about_ca_system_score_gemma":0.010303991,"threshold_uncertainty_score":0.028948605},"labels":[],"label_agreement":null},{"id":"W4283718025","doi":"10.1016/j.cose.2022.102820","title":"Attributes impacting cybersecurity policy development: An evidence from seven nations","year":2022,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":117,"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":"European Union Agency for Network and Information Security","keywords":"Computer security; Cyber threats; Cybercrime; Business; The Internet; Cloud computing; Key (lock); Internet privacy; Computer science","score_opus":0.02789513501764273,"score_gpt":0.27799959387276707,"score_spread":0.25010445885512433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283718025","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":[0.9925358,0.00082393165,0.00017014347,0.00041716415,0.000015563983,0.000046597976,0.00022781831,0.0000020132293,0.00576099],"genre_scores_gemma":[0.9981229,0.0009031548,0.00022082147,0.00017430111,0.00000459496,0.00003600242,0.0002717213,0.0000046788273,0.0002617493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99201876,0.0045322515,0.0008026099,0.0005959365,0.0013189937,0.00073131133],"domain_scores_gemma":[0.92646205,0.034932643,0.02515871,0.003123133,0.0074986396,0.0028249135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010346085,0.00029372855,0.00039812239,0.002888353,0.0022190898,0.0033575278,0.00059006753,0.00068912935,0.0027214861],"category_scores_gemma":[0.029648818,0.00038693444,0.00080872985,0.005127627,0.002609836,0.0026874384,0.0035995422,0.001530691,0.00026957784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012232419,0.00023867622,0.981564,0.00017212826,0.00012785838,0.00019902208,0.0059499666,0.00014725213,0.000070453585,0.001879928,0.00046930034,0.009059128],"study_design_scores_gemma":[0.00001625565,0.00020949276,0.9399482,0.00054619083,0.00017024642,0.00014517327,0.052714445,0.00030091274,0.00028452592,0.0004328947,0.0052069505,0.000024725592],"about_ca_topic_score_codex":0.024406804,"about_ca_topic_score_gemma":0.026952807,"teacher_disagreement_score":0.024406804,"about_ca_system_score_codex":0.0020631342,"about_ca_system_score_gemma":0.0027296245,"threshold_uncertainty_score":0.05471599},"labels":[],"label_agreement":null},{"id":"W4283720988","doi":"10.1115/jrc2022-78167","title":"A Cyber-Physical Security Framework for Rail Transportation Data Systems","year":2022,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"WSP (Canada)","funders":"","keywords":"Cyber-physical system; Computer security; Resilience (materials science); Vulnerability (computing); Context (archaeology); Computer science; Physical security; Risk analysis (engineering); Critical infrastructure; Data integrity; Business","score_opus":0.029591351142778513,"score_gpt":0.28359181933694305,"score_spread":0.25400046819416455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283720988","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":[0.025195168,0.0034522754,0.88719547,0.0075113974,0.0003730504,0.00039869628,0.0003429531,0.0003097688,0.07522119],"genre_scores_gemma":[0.71848774,0.00387527,0.26262212,0.00047082262,0.0003868328,0.0006275166,0.00045177506,0.00007616176,0.013001796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984597,0.00070281327,0.000102504535,0.00021686472,0.00037410198,0.00014399606],"domain_scores_gemma":[0.998825,0.0004285897,0.00013259007,0.0001639916,0.00027740264,0.00017226032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022696815,0.00085607154,0.0004152386,0.0023104455,0.0018535631,0.006449829,0.0014751717,0.0017190858,0.0042449823],"category_scores_gemma":[0.0016115676,0.00043588792,0.0011750461,0.0012425516,0.004165728,0.004860689,0.0039611994,0.0025184792,0.00068326696],"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":[0.000006736591,0.000023149845,0.00034431778,0.00006834815,0.000010503642,0.00021896284,0.00039403484,0.029382681,0.0003418705,0.9636706,0.0009186704,0.0046201358],"study_design_scores_gemma":[0.000020082167,0.0000821105,0.00078322075,0.0003456549,0.0000326895,0.00038013575,0.0013096774,0.4345156,0.0005156416,0.49450997,0.06746493,0.000040282004],"about_ca_topic_score_codex":0.008284332,"about_ca_topic_score_gemma":0.0077758813,"teacher_disagreement_score":0.008284332,"about_ca_system_score_codex":0.0024420042,"about_ca_system_score_gemma":0.003034605,"threshold_uncertainty_score":0.017718077},"labels":[],"label_agreement":null},{"id":"W4285090724","doi":"10.3390/electronics11142181","title":"Understanding Cybersecurity Frameworks and Information Security Standards—A Review and Comprehensive Overview","year":2022,"lang":"en","type":"article","venue":"Electronics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":142,"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 Canada West","funders":"","keywords":"Computer security; Computer science; Information security; Process (computing); Field (mathematics); Data breach; Best practice","score_opus":0.024008529864441647,"score_gpt":0.265328496151605,"score_spread":0.24131996628716332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285090724","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":[0.0003528084,0.99240303,0.0010344438,0.001996324,0.00023299803,0.000012083866,0.000025312003,0.0000110154515,0.003932],"genre_scores_gemma":[0.0036807312,0.99385923,0.0011783389,0.00065143564,0.00022875342,0.000019789471,0.000050729217,0.000005894833,0.00032515207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786514,0.00057289534,0.00037736143,0.00022533044,0.0008392542,0.00012015515],"domain_scores_gemma":[0.9884207,0.008639738,0.0010931233,0.00021893543,0.0014748118,0.00015263532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038616646,0.0008876785,0.0008681816,0.009795238,0.0008819023,0.0044491016,0.0010954827,0.002246592,0.0026324978],"category_scores_gemma":[0.008208707,0.00049396575,0.00073570217,0.011319745,0.002406447,0.008758911,0.0015038069,0.0025604786,0.0008112708],"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":[0.00003151331,0.00008821252,0.0014711976,0.03792438,0.000105293606,0.00020404323,0.0019597802,0.001624755,0.0007543554,0.15355048,0.04029571,0.76199025],"study_design_scores_gemma":[0.0000043174814,0.000050586903,0.0024281146,0.05116762,0.000103021266,0.0006280974,0.0016115205,0.00031934457,0.00035611328,0.031573474,0.9117132,0.00004474205],"about_ca_topic_score_codex":0.004719162,"about_ca_topic_score_gemma":0.0051071714,"teacher_disagreement_score":0.009795238,"about_ca_system_score_codex":0.0028696328,"about_ca_system_score_gemma":0.008064413,"threshold_uncertainty_score":0.020820737},"labels":[],"label_agreement":null},{"id":"W4285119041","doi":"10.5220/0011074400003179","title":"The Push and Pull of Cybersecurity Adoption: A Positional Paper","year":2022,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Guelph","funders":"","keywords":"Computer security; Computer science","score_opus":0.00575948379684225,"score_gpt":0.19927570041289086,"score_spread":0.19351621661604862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285119041","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74997956,0.0043868534,0.0059431745,0.035725772,0.000420862,0.00014036497,0.00070762617,0.0000670929,0.20262879],"genre_scores_gemma":[0.9940513,0.000850757,0.00033280495,0.0005130405,0.00013156785,0.000024631676,0.00005345684,0.000019130719,0.004023316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978967,0.00073582836,0.00008432899,0.00041830144,0.00050263375,0.0003622321],"domain_scores_gemma":[0.9701375,0.022863118,0.0030396478,0.0008250147,0.001656812,0.0014779861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031589484,0.00057353,0.00069395325,0.0026852065,0.0029852593,0.007130865,0.00078464503,0.0028294027,0.022248149],"category_scores_gemma":[0.015992802,0.0004792945,0.00088703673,0.0031851802,0.004138637,0.012209938,0.0032426436,0.0034502575,0.0012596096],"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":[0.0014072959,0.00086174865,0.21484748,0.0006891202,0.00039369028,0.0009387796,0.015410142,0.0022025343,0.0015469845,0.6678486,0.010459528,0.08339401],"study_design_scores_gemma":[0.0003585155,0.0010024966,0.27458516,0.00080222863,0.001217894,0.00064728543,0.11222102,0.011503446,0.0031292576,0.53682,0.05749851,0.00021417635],"about_ca_topic_score_codex":0.006662055,"about_ca_topic_score_gemma":0.006618279,"teacher_disagreement_score":0.022248149,"about_ca_system_score_codex":0.0023303763,"about_ca_system_score_gemma":0.0031054856,"threshold_uncertainty_score":0.074427485},"labels":[],"label_agreement":null},{"id":"W4285206589","doi":"10.2139/ssrn.4088873","title":"Factors Affecting Employees’ Susceptibility to Cyber Attacks","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Waterloo","funders":"","keywords":"Computer security; Business; Internet privacy; Computer science","score_opus":0.01522780798740521,"score_gpt":0.26179738183066514,"score_spread":0.24656957384325995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285206589","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":[0.99853194,0.000026958876,0.000038878283,0.00013188363,0.0000045216498,0.0000049912255,0.000019107812,0.0000024252695,0.0012392778],"genre_scores_gemma":[0.9996606,0.000018340572,0.000028606491,0.000027283311,0.0000045185748,0.0000020992275,0.000017493552,0.0000010114363,0.00023995385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987049,0.0004016716,0.0001437881,0.00009042047,0.00027432118,0.00038484702],"domain_scores_gemma":[0.97296065,0.011072614,0.007923071,0.0010507682,0.0024301684,0.0045627165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015695116,0.00020835498,0.0001422744,0.0009920401,0.0009837413,0.0013590552,0.00031257857,0.00067182316,0.004227567],"category_scores_gemma":[0.012186346,0.00021875666,0.0003012938,0.00050471636,0.00069296453,0.00053581374,0.0006297289,0.0009658111,0.0006415044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014295592,0.0002818863,0.9928302,0.000012009995,0.000033688644,0.0001475701,0.001796297,0.00017501951,0.00064298615,0.00009616187,0.00023280887,0.0036084682],"study_design_scores_gemma":[0.0000050282442,0.00018605802,0.9897305,0.000012002623,0.000017746917,0.00014698709,0.008891329,0.00019720453,0.0002399362,0.00013691389,0.00042732095,0.0000088862325],"about_ca_topic_score_codex":0.0055252104,"about_ca_topic_score_gemma":0.00784657,"teacher_disagreement_score":0.0055252104,"about_ca_system_score_codex":0.0005154027,"about_ca_system_score_gemma":0.0010974819,"threshold_uncertainty_score":0.0141426325},"labels":[],"label_agreement":null},{"id":"W4285231839","doi":"10.5455/jeas.2022050102","title":"A Comparative Analysis to Advancing the National Cybersecurity Strategy in Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering and Applied Sciences","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Cyberspace; China; Computer security; Business; Political science; Engineering; The Internet; Computer science; Law","score_opus":0.016970552547026365,"score_gpt":0.2621032095443515,"score_spread":0.24513265699732514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285231839","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":[0.9713993,0.0012447588,0.00013890002,0.0006596987,0.000019620096,0.000036175228,0.00012578393,0.0000025556005,0.026373228],"genre_scores_gemma":[0.997724,0.00078136293,0.00013340672,0.00008008958,0.0000035641,0.000006023268,0.00010324506,0.0000013897832,0.0011669591],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990625,0.00023382898,0.00007990349,0.00005424829,0.0002887009,0.00028085365],"domain_scores_gemma":[0.99692106,0.0005765049,0.0004774023,0.000054646032,0.0016286398,0.0003418225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810541,0.00022245198,0.00018605946,0.0026151638,0.0012245738,0.002705062,0.00033464146,0.00043066608,0.004368299],"category_scores_gemma":[0.0032681543,0.00007294728,0.00027466018,0.0027955608,0.0006425783,0.0016660143,0.001136183,0.00040985705,0.00033858523],"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":[0.0008599677,0.0007852373,0.64933133,0.0011557848,0.00036950578,0.0024464314,0.03720931,0.003939967,0.0024099848,0.11462386,0.0069509842,0.17991763],"study_design_scores_gemma":[0.000040301224,0.0006280978,0.65547246,0.0008042792,0.00025296136,0.00051223626,0.26079276,0.0036193407,0.002105,0.0025821626,0.07313528,0.000055096796],"about_ca_topic_score_codex":0.044960607,"about_ca_topic_score_gemma":0.044754356,"teacher_disagreement_score":0.044960607,"about_ca_system_score_codex":0.0068243556,"about_ca_system_score_gemma":0.004327981,"threshold_uncertainty_score":0.08939785},"labels":[],"label_agreement":null},{"id":"W4285303261","doi":"10.1007/978-981-19-0898-9_22","title":"Cybersecurity Governance in Information Technology: A Review of What Has Been Done, and What Is Next","year":2022,"lang":"en","type":"review","venue":"Lecture notes on data engineering and communications technologies","topic":"Information and Cyber Security","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 Guelph","funders":"","keywords":"Key (lock); Corporate governance; Computer security; Information governance; Information security; Political science; Business; Computer science; Information system; Management information systems; Law","score_opus":0.04646334897803494,"score_gpt":0.28751033053525155,"score_spread":0.2410469815572166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285303261","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":[0.000042838215,0.9986903,0.000049487473,0.0008547216,0.000094074945,0.000001998246,0.000008795243,0.0000014372936,0.0002563363],"genre_scores_gemma":[0.0005513694,0.9987312,0.000112722846,0.00040783462,0.00012479935,0.0000036769213,0.000011889255,8.93255e-7,0.000055652625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986172,0.00041403758,0.00024716667,0.00016988537,0.00045148443,0.00010019318],"domain_scores_gemma":[0.9918372,0.0050222743,0.0010444488,0.0001480544,0.0015965496,0.00035147282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045898706,0.0007698437,0.0021000695,0.004356663,0.00045897043,0.0030537376,0.00096650893,0.0017443566,0.0021968358],"category_scores_gemma":[0.0071363267,0.0005071515,0.000778386,0.0091342,0.00127791,0.0045167445,0.0011619045,0.0020179986,0.0006798555],"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":[0.00008757498,0.000069600406,0.0006025611,0.06280085,0.00024195152,0.00008504652,0.0002323869,0.00047222796,0.00039585572,0.012871755,0.05425232,0.86788803],"study_design_scores_gemma":[0.00002823695,0.00012395205,0.0025880074,0.069806345,0.00038816905,0.00033285018,0.0003317247,0.00018375475,0.00022899616,0.005874746,0.92007387,0.000039384533],"about_ca_topic_score_codex":0.0042332634,"about_ca_topic_score_gemma":0.0116216615,"teacher_disagreement_score":0.0045898706,"about_ca_system_score_codex":0.0025622721,"about_ca_system_score_gemma":0.0072933882,"threshold_uncertainty_score":0.024273872},"labels":[],"label_agreement":null},{"id":"W4285387229","doi":"10.3389/fnins.2022.922960","title":"Do emotions influence safe browsing? Toward an electroencephalography marker of affective responses to cybersecurity notifications","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Canada Foundation for Innovation","keywords":"Valence (chemistry); Arousal; Electroencephalography; Deliberation; Emotional valence; International Affective Picture System; Computer science; Computer security; Emotional reaction; Affective computing; Psychology; Cognitive psychology; Human–computer interaction; Cognition; Social psychology; Neuroscience","score_opus":0.012758572347824647,"score_gpt":0.25482720262261144,"score_spread":0.24206863027478678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285387229","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":[0.9956707,0.00019388432,0.0006612735,0.00014216448,0.000015153455,0.000015018905,0.000045238998,0.0000078463645,0.0032487356],"genre_scores_gemma":[0.9989712,0.00016779485,0.00030841219,0.00007239452,0.000013817,0.000010289635,0.00003461807,0.000003730339,0.00041759296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998621,0.00005127682,0.000007749591,0.000027642545,0.000027419033,0.000023789582],"domain_scores_gemma":[0.99904996,0.00041843037,0.00028019203,0.000038564875,0.00012865763,0.000084209496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002614938,0.00014509712,0.00011579086,0.0001844021,0.00011630221,0.0007244294,0.00006069839,0.00030355976,0.0019044962],"category_scores_gemma":[0.0033652864,0.00009579152,0.00012493515,0.00014655337,0.00022915249,0.00032416751,0.00019356962,0.00033509734,0.00023375083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036893762,0.0008940321,0.6251225,0.00037320593,0.00021862511,0.0010269855,0.007884589,0.0005326823,0.24673034,0.00084716134,0.0013184616,0.111362115],"study_design_scores_gemma":[0.000015306552,0.00024387626,0.9935901,0.000022777522,0.00004934267,0.00022197502,0.0012260408,0.0005279896,0.0032098906,0.0003704378,0.0005127615,0.0000094935],"about_ca_topic_score_codex":0.00060541753,"about_ca_topic_score_gemma":0.00091512484,"teacher_disagreement_score":0.0019044962,"about_ca_system_score_codex":0.00011129115,"about_ca_system_score_gemma":0.00008918437,"threshold_uncertainty_score":0.0063711405},"labels":[],"label_agreement":null},{"id":"W4285529344","doi":"10.47833/2021.3.csc.005","title":"Domino effect and other models in the IT process","year":2021,"lang":"en","type":"article","venue":"Gradus","topic":"Information and Cyber Security","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":"Magna International (Canada)","funders":"","keywords":"Risk analysis (engineering); Domino effect; Identification (biology); Information security management; Computer science; Process (computing); Domino; Risk management; Information security; Personally identifiable information; Security management; Computer security; Knowledge management; Data science; Security information and event management; Business; Cloud computing security","score_opus":0.01808605365774481,"score_gpt":0.25695726190129353,"score_spread":0.2388712082435487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285529344","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":[0.061805587,0.0032720794,0.21669528,0.013242296,0.00039359485,0.00036137624,0.00042487838,0.00035943705,0.7034454],"genre_scores_gemma":[0.88844126,0.0030045272,0.009367862,0.0006022467,0.00027214544,0.00027538836,0.000087243774,0.00008840326,0.09786085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99781054,0.0006113923,0.00006697307,0.00035385348,0.0005793191,0.0005779583],"domain_scores_gemma":[0.99317414,0.004208489,0.0007031182,0.0006268713,0.00060938083,0.0006779695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042774733,0.00086630665,0.00083792914,0.0033901974,0.0023046297,0.0058061313,0.0018599905,0.002830735,0.047138046],"category_scores_gemma":[0.011624329,0.00043151755,0.0017078951,0.0023817783,0.008138881,0.008638802,0.002354038,0.0022174455,0.0029682228],"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":[0.000017027009,0.000019846158,0.0005366538,0.000024119316,0.0000064040273,0.000050460952,0.00022730322,0.0035156948,0.00007062165,0.9922003,0.0009195418,0.0024120607],"study_design_scores_gemma":[0.00009124407,0.000045998557,0.0011445907,0.000086138294,0.000027864487,0.00017159735,0.00042661483,0.032519057,0.00017544148,0.93874127,0.026533144,0.0000371146],"about_ca_topic_score_codex":0.019043896,"about_ca_topic_score_gemma":0.0118782455,"teacher_disagreement_score":0.047138046,"about_ca_system_score_codex":0.0057646725,"about_ca_system_score_gemma":0.004480015,"threshold_uncertainty_score":0.15769243},"labels":[],"label_agreement":null},{"id":"W4285717355","doi":"10.1007/978-3-030-45541-5","title":"Security of Cyber-Physical Systems","year":2020,"lang":"en","type":"book","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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; University of Guelph","funders":"","keywords":"Cyber-physical system; Computer security; Computer science; Physical security; Cyber threats; State (computer science); Internet privacy","score_opus":0.010787224140731765,"score_gpt":0.2193485854937119,"score_spread":0.20856136135298012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285717355","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":[0.00044900307,0.02010958,0.005866345,0.0016878413,0.001516127,0.000024239218,0.00013652355,0.00018163802,0.97002864],"genre_scores_gemma":[0.008361498,0.021037688,0.0032133514,0.00065041083,0.00084024644,0.000038073846,0.0002771082,0.00013117344,0.96545047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997973,0.000029748891,0.0000055703763,0.000021132675,0.00012887083,0.000017362141],"domain_scores_gemma":[0.9997638,0.000091951755,0.000014022472,0.00004241946,0.00005788053,0.0000299093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001779639,0.00094425963,0.00039011546,0.00091777724,0.00066097075,0.002615766,0.0004918686,0.00084901793,0.074425474],"category_scores_gemma":[0.0005430567,0.00032326602,0.00024345859,0.0009773481,0.0010209501,0.0024166554,0.0010670557,0.0016963256,0.03354936],"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":[0.000015715696,0.000024209796,0.00009815343,0.00019924152,0.0000075178045,0.00004500066,0.00015354196,0.0014493513,0.00094833376,0.2604522,0.54046965,0.1961371],"study_design_scores_gemma":[0.0000019600866,0.000010282645,0.00017242235,0.00013822508,0.0000020297339,0.0000665204,0.000039641785,0.0006047577,0.00013901033,0.057820827,0.9410011,0.0000032833539],"about_ca_topic_score_codex":0.0016313764,"about_ca_topic_score_gemma":0.00267493,"teacher_disagreement_score":0.074425474,"about_ca_system_score_codex":0.00091377913,"about_ca_system_score_gemma":0.0011857828,"threshold_uncertainty_score":0.24897802},"labels":[],"label_agreement":null},{"id":"W4286696492","doi":"10.1109/cybersecpods.2019.8885403","title":"2019 International Conference on Cyber Security and Protection of Digital Services (Cyber Security)","year":2019,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":42,"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":"U.S. Air Force Academy; Indian Institute of Technology Mandi; University of the Aegean; King Abdulaziz City for Science and Technology; London Metropolitan University; U.S. Naval Academy; University College Dublin; University of Bristol; Cranfield University; University of Sheffield; Loughborough University; Technische Universität Kaiserslautern; Temple University; Ulster University; University of Dammam; University of Warwick; University of Oxford; Robert Gordon University; Politecnico di Torino; Middlesex University; De Montfort University; University of Derby; Manchester Metropolitan University; University of Central Lancashire; Carnegie Mellon University; Simon Fraser University; University of Waikato; U.S. Air Force; Leeds Beckett University; Edinburgh Napier University; Science and Technology Directorate; U.S. Department of Homeland Security","keywords":"Mainstream; Multidisciplinary approach; Government (linguistics); Originality; Promotion (chess); Public relations; Political science; Engineering ethics; Computer science; Engineering; Business; Sociology; Qualitative research; Social science","score_opus":0.010636082405340213,"score_gpt":0.22498972494542868,"score_spread":0.21435364254008846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286696492","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":[0.013696483,0.06783825,0.050079454,0.04356227,0.09453545,0.00057704,0.002537197,0.0020571942,0.7251166],"genre_scores_gemma":[0.06811521,0.043779854,0.02251808,0.0054171304,0.012494263,0.00025579624,0.008578141,0.000597916,0.83824354],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998602,0.00023753878,0.00009067676,0.00024495245,0.0005859607,0.00023894108],"domain_scores_gemma":[0.99739146,0.0003009403,0.00010453836,0.00023204355,0.0011664816,0.00080452894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002124202,0.00064111996,0.0006382321,0.002103507,0.0011493904,0.005612229,0.0011311619,0.0022913914,0.08865518],"category_scores_gemma":[0.001987343,0.00019378585,0.00059949927,0.0016688418,0.0010095186,0.003195887,0.0023340909,0.002144416,0.04433341],"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":[0.00010299536,0.00011748268,0.0013398129,0.00056927983,0.000027466931,0.0003342386,0.00022094908,0.0007327146,0.0045048324,0.037795845,0.6721265,0.28212786],"study_design_scores_gemma":[0.0000033317235,0.000036151225,0.0010484153,0.0001725919,0.000013040395,0.00030657934,0.00017018468,0.0012188491,0.00082803593,0.0044727977,0.9917173,0.000012676509],"about_ca_topic_score_codex":0.0026493564,"about_ca_topic_score_gemma":0.0028697103,"teacher_disagreement_score":0.08865518,"about_ca_system_score_codex":0.0015099548,"about_ca_system_score_gemma":0.00406661,"threshold_uncertainty_score":0.2965811},"labels":[],"label_agreement":null},{"id":"W4287150833","doi":"10.18280/ijsse.120304","title":"Cybersecurity Training in Norwegian Critical Infrastructure Companies","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":26,"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":"Preparedness; Best practice; Norwegian; Maturity (psychological); Business; Critical infrastructure; Training (meteorology); Implementation; Curriculum; Security awareness; Public relations; Computer security; Knowledge management; Engineering; Psychology; Information security; Computer science; Political science","score_opus":0.006472811295897037,"score_gpt":0.22742336646778138,"score_spread":0.22095055517188436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287150833","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":[0.99459016,0.0004209245,0.00018965571,0.00066583423,0.00003535406,0.00004783285,0.000068693065,0.000008764332,0.0039728717],"genre_scores_gemma":[0.9978568,0.0003773912,0.00022599872,0.00018584795,0.000007032253,0.000029956975,0.000052848594,0.0000037094567,0.0012604133],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99741447,0.00081670965,0.00018822329,0.0002600188,0.0003994999,0.0009210953],"domain_scores_gemma":[0.9887138,0.0042703347,0.001539414,0.00022706378,0.0017123066,0.0035370798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035556955,0.0002478555,0.00017910702,0.0010443093,0.0026531515,0.00156599,0.00041711057,0.000729787,0.0027650937],"category_scores_gemma":[0.0052964054,0.00033622424,0.00014970101,0.0009544684,0.0014365468,0.00095103483,0.0012416815,0.0006924242,0.00026830626],"study_design_candidate":"observational","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":[0.0005298353,0.0014516352,0.40851203,0.0016245679,0.00003108502,0.0045762626,0.4711202,0.0027768125,0.008341564,0.006384184,0.0104384255,0.08421349],"study_design_scores_gemma":[0.00003666942,0.0008687659,0.4468261,0.0008407674,0.000022353446,0.0004936022,0.49561712,0.0009998404,0.001546009,0.0004407758,0.052231975,0.00007610801],"about_ca_topic_score_codex":0.07575315,"about_ca_topic_score_gemma":0.101525955,"teacher_disagreement_score":0.07575315,"about_ca_system_score_codex":0.007977033,"about_ca_system_score_gemma":0.011384736,"threshold_uncertainty_score":0.15062445},"labels":[],"label_agreement":null},{"id":"W4287774844","doi":"10.5281/zenodo.3887536","title":"ONTOLOGY-BASED MODEL FOR SECURITY ASSESSMENT: PREDICTING CYBERATTACKS THROUGH THREAT ACTIVITY ANALYSIS","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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 Laval","funders":"","keywords":"Ontology; Computer science; Computer security","score_opus":0.05260696098192232,"score_gpt":0.28922180432029543,"score_spread":0.2366148433383731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287774844","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":[0.023186447,0.0006461593,0.96324813,0.0010305095,0.00014513946,0.00027014673,0.0024472487,0.0015169771,0.007509277],"genre_scores_gemma":[0.42996633,0.0020214035,0.55636156,0.00025911324,0.00012338275,0.00063185615,0.0050843433,0.00017710427,0.005374881],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991277,0.00020878209,0.0000990173,0.0001938099,0.00029081912,0.000079960155],"domain_scores_gemma":[0.9991078,0.00041180602,0.0000971845,0.00011210933,0.00020968204,0.000061308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095949223,0.0008819381,0.0006262088,0.0021353767,0.0006860403,0.0025444115,0.0015061551,0.0012410377,0.0021905538],"category_scores_gemma":[0.0029231594,0.00029591308,0.0015158347,0.0018131903,0.0006352839,0.0027392753,0.0012407629,0.0012598605,0.0010356712],"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":[0.0003394171,0.00085826317,0.019794831,0.0009123652,0.00068284787,0.0011132667,0.0014963107,0.47436306,0.012017586,0.16779542,0.014844035,0.30578262],"study_design_scores_gemma":[0.00001962263,0.000053627515,0.0026496819,0.00010430544,0.00016125434,0.00018819617,0.0001659497,0.9101121,0.0018368338,0.06831185,0.016349036,0.000047605365],"about_ca_topic_score_codex":0.01437414,"about_ca_topic_score_gemma":0.014900826,"teacher_disagreement_score":0.01437414,"about_ca_system_score_codex":0.0012533916,"about_ca_system_score_gemma":0.0023966178,"threshold_uncertainty_score":0.028580964},"labels":[],"label_agreement":null},{"id":"W4291003327","doi":"10.36227/techrxiv.20448597.v1","title":"An asset-focused systematic framework to manage cybersecurity from tactical and operational levels","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Network for Business Sustainability","funders":"","keywords":"Asset (computer security); Computer security; Context (archaeology); Process (computing); Computer science; Set (abstract data type); Process management; Holism; Asset management; Knowledge management; Risk analysis (engineering); Engineering management; Business; Engineering; Finance","score_opus":0.027656806176922063,"score_gpt":0.29477930192404883,"score_spread":0.26712249574712676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291003327","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":[0.0021714584,0.0003359558,0.98947716,0.0009598259,0.000041443658,0.0003162729,0.000111832596,0.00042205263,0.006164038],"genre_scores_gemma":[0.029785607,0.00041985392,0.9666178,0.00016206196,0.000035276014,0.00033218943,0.00032965417,0.0000575889,0.0022599332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9937634,0.002418378,0.0009896241,0.0010764542,0.0013194139,0.0004327128],"domain_scores_gemma":[0.9950276,0.0010823915,0.00054563343,0.0014787089,0.0013463844,0.00051930884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009525989,0.0013406888,0.000779807,0.0070817573,0.0024010215,0.009030836,0.0033335565,0.0032235917,0.0030432758],"category_scores_gemma":[0.0058044638,0.0009926836,0.0021489616,0.005363693,0.0063858726,0.013348609,0.0061944956,0.0034002026,0.0016812322],"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":[0.00001776321,0.00015758967,0.0012171218,0.0003919716,0.00005898312,0.00027084848,0.0026178723,0.0077811377,0.0018844894,0.8917934,0.0032714214,0.09053751],"study_design_scores_gemma":[0.000046826815,0.00013972707,0.0009927235,0.0011680955,0.00013824784,0.0006368067,0.0026639279,0.061921705,0.0032772357,0.7777014,0.15122096,0.00009241518],"about_ca_topic_score_codex":0.008191326,"about_ca_topic_score_gemma":0.0132779665,"teacher_disagreement_score":0.009525989,"about_ca_system_score_codex":0.0032604374,"about_ca_system_score_gemma":0.0163318,"threshold_uncertainty_score":0.0503788},"labels":[],"label_agreement":null},{"id":"W4293218689","doi":"10.1007/978-3-030-87413-1_2","title":"The Microcounselling Model by Ivey","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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 Manitoba","funders":"","keywords":"Multiculturalism; Psychology; Pedagogy","score_opus":0.012544281176891717,"score_gpt":0.20246592702211966,"score_spread":0.18992164584522794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293218689","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":[0.0051496103,0.013092479,0.18177807,0.00433166,0.0016382847,0.00004274149,0.00025485104,0.00037276998,0.79333955],"genre_scores_gemma":[0.18993457,0.01697061,0.08026267,0.0018821312,0.001087881,0.0002011802,0.00040095573,0.00094103377,0.7083189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998,0.000038469407,0.0000050798917,0.000056011104,0.00006373766,0.00003666763],"domain_scores_gemma":[0.99981636,0.000060650127,0.000012540808,0.00004537618,0.00003976607,0.000025277624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024705636,0.00072727684,0.000662921,0.00082460354,0.001538049,0.0035255721,0.0013851434,0.0015332717,0.03658133],"category_scores_gemma":[0.0011292418,0.0006675368,0.0007466915,0.0017616098,0.002765024,0.005084365,0.0015574188,0.0027395254,0.008745441],"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":[0.000007049783,0.000006169448,0.000024959902,0.000019372039,0.0000020736447,0.0000144693695,0.00003995978,0.002723324,0.00011452071,0.9663057,0.016757902,0.013984456],"study_design_scores_gemma":[0.000004174473,0.0000061750275,0.000042346976,0.000029710347,0.0000031595162,0.00006022536,0.000037979316,0.007888741,0.0002233597,0.8595795,0.13211584,0.000008859671],"about_ca_topic_score_codex":0.0065094386,"about_ca_topic_score_gemma":0.0056806393,"teacher_disagreement_score":0.03658133,"about_ca_system_score_codex":0.0028119148,"about_ca_system_score_gemma":0.0011988311,"threshold_uncertainty_score":0.12237674},"labels":[],"label_agreement":null},{"id":"W4296132168","doi":"10.1145/3563392","title":"Security Best Practices: A Critical Analysis Using IoT as a Case Study","year":2022,"lang":"en","type":"article","venue":"ACM Transactions on Privacy and Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":28,"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":"Best practice; CLARITY; Government (linguistics); Knowledge management; Work (physics); Computer science; Business; Set (abstract data type); Risk analysis (engineering); Process management; Computer security; Engineering; Political science","score_opus":0.060481297623004644,"score_gpt":0.35667380971494156,"score_spread":0.2961925120919369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296132168","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":[0.8894708,0.0011381229,0.06498461,0.011361313,0.0001479143,0.005752606,0.0010554271,0.00014314419,0.025946096],"genre_scores_gemma":[0.88118416,0.0015276014,0.106252015,0.0014565364,0.00004206554,0.0043355078,0.0007960116,0.00019428201,0.004211946],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.95294076,0.033299416,0.002515913,0.0023533348,0.0067827897,0.0021078472],"domain_scores_gemma":[0.75255454,0.20773831,0.0075358143,0.004601137,0.025441546,0.002128617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046706546,0.0010668295,0.0008350994,0.018368306,0.011863788,0.009107511,0.0031577232,0.003023208,0.0023642944],"category_scores_gemma":[0.086303204,0.00093667273,0.0010192688,0.013809404,0.012839484,0.0103878295,0.00785642,0.004127377,0.00041478124],"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":[0.00007942291,0.00027097264,0.01315894,0.0011136747,0.00003077956,0.0038543125,0.90941846,0.0007074433,0.0022658627,0.031883713,0.0030647402,0.034151617],"study_design_scores_gemma":[0.000025991258,0.000118918775,0.006966376,0.0015950269,0.000045962664,0.00060384616,0.94181484,0.0027208733,0.0020341927,0.009662539,0.034350213,0.00006126284],"about_ca_topic_score_codex":0.019482523,"about_ca_topic_score_gemma":0.025192806,"teacher_disagreement_score":0.046706546,"about_ca_system_score_codex":0.021972138,"about_ca_system_score_gemma":0.015170351,"threshold_uncertainty_score":0.24701077},"labels":[],"label_agreement":null},{"id":"W4296312724","doi":"10.1145/3561826","title":"The Arrival of Zero Trust: What Does it Mean?","year":2022,"lang":"en","type":"article","venue":"Queue","topic":"Information and Cyber Security","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":"Perimeter; Computer security; Computer science; Zero (linguistics); Point (geometry); Cloud computing; Business; Mathematics; Operating system","score_opus":0.008932866801989837,"score_gpt":0.22635728133782856,"score_spread":0.21742441453583872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296312724","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003865215,0.038078945,0.0035590038,0.9157507,0.012305966,0.00001395295,0.00010744831,0.00009437497,0.026224354],"genre_scores_gemma":[0.36049014,0.09597723,0.0037811033,0.48078567,0.037275292,0.00018719686,0.000279536,0.00073722145,0.020486591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9904122,0.004280253,0.00040256968,0.0012386055,0.0021575424,0.0015088138],"domain_scores_gemma":[0.96651846,0.017229445,0.003076954,0.0021953862,0.0063476553,0.004631938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011603869,0.00072058704,0.0014264033,0.0017105897,0.008389981,0.019334061,0.00204067,0.012327145,0.010412751],"category_scores_gemma":[0.056338396,0.00054107036,0.0007197943,0.00209268,0.037078276,0.043693475,0.005921002,0.030155674,0.0048261685],"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":[0.00015671272,0.00006285314,0.0019429632,0.00048041332,0.000038164373,0.00035300365,0.0075022434,0.00014783334,0.00010318,0.7516571,0.19819193,0.039363585],"study_design_scores_gemma":[0.00003630997,0.00007747139,0.0011972926,0.001507591,0.00002862852,0.00040941022,0.0066276337,0.0002583905,0.000159581,0.7272576,0.26235595,0.00008414719],"about_ca_topic_score_codex":0.010469768,"about_ca_topic_score_gemma":0.006575914,"teacher_disagreement_score":0.019334061,"about_ca_system_score_codex":0.010204748,"about_ca_system_score_gemma":0.007549906,"threshold_uncertainty_score":0.07404095},"labels":[],"label_agreement":null},{"id":"W4296444191","doi":"10.1145/3561799","title":"From Zero to One Hundred","year":2022,"lang":"en","type":"article","venue":"Queue","topic":"Information and Cyber Security","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":"Zero (linguistics); Praise; Computer security; Key (lock); Computer science; Psychology","score_opus":0.01539724640209786,"score_gpt":0.22850284952262392,"score_spread":0.21310560312052607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296444191","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":[0.08327106,0.018416155,0.031071994,0.07887529,0.00758661,0.0000928628,0.0006420121,0.0011472631,0.77889675],"genre_scores_gemma":[0.79317766,0.012851455,0.011366914,0.013088428,0.0012946705,0.00018293492,0.0005949189,0.00046807318,0.16697499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969007,0.00094046263,0.0001584781,0.00045217693,0.001119227,0.00042895688],"domain_scores_gemma":[0.9961661,0.0010475633,0.0003665642,0.0006209973,0.0009508732,0.00084789493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024343021,0.0005899036,0.0004046533,0.001400637,0.0030815864,0.008520986,0.0010942671,0.0015330461,0.027037116],"category_scores_gemma":[0.010516843,0.00030125846,0.00030437933,0.0014414459,0.008669512,0.013678422,0.00715828,0.0046461,0.0069567626],"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":[0.00009054958,0.000035590907,0.0020237688,0.00019780282,0.000011672675,0.00018570304,0.0032330465,0.0002383451,0.0007329989,0.85875803,0.052012146,0.0824803],"study_design_scores_gemma":[0.000011855081,0.00011515191,0.0018173831,0.00052223436,0.000013566742,0.00054288015,0.0044435896,0.00050037145,0.0005664717,0.32174203,0.6696829,0.00004158746],"about_ca_topic_score_codex":0.0017605436,"about_ca_topic_score_gemma":0.0017717336,"teacher_disagreement_score":0.027037116,"about_ca_system_score_codex":0.0032569712,"about_ca_system_score_gemma":0.002731741,"threshold_uncertainty_score":0.09044814},"labels":[],"label_agreement":null},{"id":"W4296872766","doi":"10.1007/978-3-031-16815-4","title":"Applied Cryptography and Network Security Workshops","year":2022,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Cryptography; Computer security; Computer science; Neural cryptography; Network security; Public-key cryptography; Encryption","score_opus":0.006504317476246971,"score_gpt":0.2122069726922096,"score_spread":0.20570265521596262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296872766","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":[0.0092167985,0.0368434,0.08151521,0.014065478,0.030318284,0.00025668912,0.0005989646,0.0017959405,0.82538927],"genre_scores_gemma":[0.018208917,0.009507909,0.010005568,0.00060281623,0.002849216,0.00007941443,0.0005191917,0.00025309657,0.9579741],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991535,0.00020477592,0.00002827246,0.00011498506,0.0003696991,0.00012881843],"domain_scores_gemma":[0.99918026,0.00015702916,0.000030764775,0.00011788835,0.0002724131,0.0002417141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015763036,0.0012939434,0.0006523563,0.0011960433,0.0011189337,0.0031229968,0.0012582553,0.0011415646,0.0851218],"category_scores_gemma":[0.0012423185,0.0005289614,0.0007089738,0.001883185,0.00047273116,0.0025622037,0.001979809,0.0023805562,0.046472896],"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":[0.00015214943,0.0002605574,0.00020652142,0.0002936748,0.000021029777,0.00016391624,0.00021533319,0.002532973,0.0041155694,0.03669027,0.6044923,0.35085577],"study_design_scores_gemma":[0.000018997334,0.000102717335,0.0005209633,0.00020045896,0.000017871229,0.00029314318,0.00013988072,0.005812519,0.002387473,0.025119461,0.96536916,0.000017459623],"about_ca_topic_score_codex":0.00097342866,"about_ca_topic_score_gemma":0.0027379312,"teacher_disagreement_score":0.0851218,"about_ca_system_score_codex":0.0010455786,"about_ca_system_score_gemma":0.0017914063,"threshold_uncertainty_score":0.28476083},"labels":[],"label_agreement":null},{"id":"W4297408284","doi":"","title":"FPS 2012 : 5th International Symposium on Foundations and Practice of Security","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information and Cyber Security","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":"Toronto Metropolitan University","funders":"","keywords":"Engineering ethics; Political science; Engineering","score_opus":0.01519356222627884,"score_gpt":0.25995157313204276,"score_spread":0.2447580109057639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297408284","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075092553,0.10389734,0.5501468,0.08601379,0.021586573,0.00027037907,0.0012700476,0.0028700996,0.22643575],"genre_scores_gemma":[0.2717675,0.105454825,0.4304751,0.0051509766,0.016748821,0.00068976864,0.0030853646,0.0016028367,0.16502482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962525,0.0014216951,0.00024557955,0.00061877887,0.0011265589,0.00033486076],"domain_scores_gemma":[0.98995703,0.003930168,0.0003079059,0.0027274669,0.0020260504,0.0010513397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00705234,0.0013393576,0.0015299733,0.0024903219,0.0021567754,0.009208191,0.0020420144,0.0036163947,0.045687124],"category_scores_gemma":[0.014384222,0.0010098014,0.0011024799,0.0025425751,0.004344194,0.011026293,0.004090563,0.00644459,0.009376787],"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":[0.00011255781,0.0000846975,0.00079828117,0.0005384284,0.000049993258,0.00013198894,0.0009026308,0.00192236,0.0009014952,0.5179732,0.18624537,0.29033896],"study_design_scores_gemma":[0.000027162852,0.00004143314,0.0007505611,0.0007241819,0.000037494425,0.0003057891,0.00044019084,0.004925977,0.0005951506,0.33465558,0.65746695,0.000029592045],"about_ca_topic_score_codex":0.005672191,"about_ca_topic_score_gemma":0.005132991,"teacher_disagreement_score":0.045687124,"about_ca_system_score_codex":0.0048096203,"about_ca_system_score_gemma":0.006996802,"threshold_uncertainty_score":0.15283859},"labels":[],"label_agreement":null},{"id":"W4297408292","doi":"","title":"FPS 2014 : 7th International Symposium on Foundations and Practice of Security : revised selected papers","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Information and Cyber Security","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; Dalhousie University","funders":"","keywords":"Engineering ethics; Political science; Library science; Computer science; Engineering","score_opus":0.0131642458800795,"score_gpt":0.2525417719562697,"score_spread":0.2393775260761902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297408292","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058086417,0.17419323,0.2459167,0.17610359,0.14647111,0.00035076923,0.002835437,0.002556942,0.2457637],"genre_scores_gemma":[0.14046298,0.16373873,0.16449596,0.010730305,0.09058065,0.00062094466,0.0054770275,0.0027638942,0.42112944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99467766,0.001436025,0.00033945794,0.0010044272,0.0020104144,0.00053193414],"domain_scores_gemma":[0.9850878,0.0037396166,0.0005035471,0.0022984047,0.006398868,0.0019717317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008873817,0.0016922003,0.0017869592,0.0054157902,0.0027775906,0.010239465,0.0019896973,0.0034937698,0.07041387],"category_scores_gemma":[0.020218274,0.001022754,0.0012198857,0.00490249,0.0038791865,0.011049325,0.0046624355,0.007006671,0.02036844],"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":[0.000097737684,0.000056456505,0.00047431712,0.000582656,0.000030999938,0.00010123218,0.0005528445,0.0010382866,0.0008198302,0.14088242,0.6412143,0.21414885],"study_design_scores_gemma":[0.00001781558,0.000040585775,0.0006579148,0.00079341064,0.000027607286,0.00022395766,0.0003076001,0.0013424017,0.0005336683,0.10950339,0.88652235,0.000029242872],"about_ca_topic_score_codex":0.0073815524,"about_ca_topic_score_gemma":0.008097927,"teacher_disagreement_score":0.07041387,"about_ca_system_score_codex":0.008231456,"about_ca_system_score_gemma":0.009048656,"threshold_uncertainty_score":0.23555785},"labels":[],"label_agreement":null},{"id":"W4297810516","doi":"10.5281/zenodo.3264494","title":"Toward Understanding Distributed Cognition in IT Security Management: The Role of Cues and Norms","year":2010,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Socially distributed cognition; Cognition; Psychology; Cognitive science; Cognitive psychology; Computer science; Knowledge management; Neuroscience","score_opus":0.027901108956648137,"score_gpt":0.22622122045620813,"score_spread":0.19832011149956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297810516","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":[0.5483992,0.004300509,0.27910715,0.041570153,0.00022717551,0.000378373,0.000073080526,0.00014384667,0.1258005],"genre_scores_gemma":[0.9846219,0.00033261688,0.014289491,0.0002147234,0.000016208181,0.000084001855,0.000012507319,0.000015205005,0.00041344838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9836753,0.012449562,0.0006773042,0.0010266732,0.0014102809,0.00076083635],"domain_scores_gemma":[0.96863294,0.022901516,0.0035745343,0.0020130873,0.001700095,0.0011778899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017847309,0.00073258433,0.0005793974,0.004074195,0.004907664,0.013421225,0.0018729067,0.004320725,0.0017315552],"category_scores_gemma":[0.025416605,0.00057889015,0.0005797846,0.002752224,0.038310044,0.026437208,0.009216425,0.004729893,0.00018061981],"study_design_candidate":"qualitative","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":[0.000061002134,0.00011225886,0.005607646,0.00025990568,0.00001641426,0.00047665037,0.3414538,0.0022435472,0.0013894294,0.629633,0.0003542148,0.018392194],"study_design_scores_gemma":[0.000042357722,0.00007202749,0.0033573452,0.00047673646,0.000020633546,0.00034347913,0.25021204,0.009335863,0.00092083943,0.71893823,0.01620968,0.000070758004],"about_ca_topic_score_codex":0.005864243,"about_ca_topic_score_gemma":0.004566458,"teacher_disagreement_score":0.017847309,"about_ca_system_score_codex":0.0068177204,"about_ca_system_score_gemma":0.00722282,"threshold_uncertainty_score":0.09438676},"labels":[],"label_agreement":null},{"id":"W4298195614","doi":"10.5281/zenodo.3264345","title":"Guidelines for Designing IT Security Management Tools","year":2008,"lang":"en","type":"paratext","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer security","score_opus":0.10500409166763071,"score_gpt":0.30317706197817834,"score_spread":0.19817297031054765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298195614","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":[0.009953634,0.005453717,0.8950321,0.02432051,0.0007687919,0.008777121,0.0007831113,0.003304391,0.051606588],"genre_scores_gemma":[0.018418856,0.0032632384,0.9670916,0.0013198991,0.00007720074,0.0037497152,0.0010336781,0.00034114724,0.004704619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.90748733,0.044446878,0.022640008,0.0026288417,0.019800909,0.0029960845],"domain_scores_gemma":[0.8299759,0.072362565,0.012263516,0.011798714,0.06938107,0.004218262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.060227945,0.0041593616,0.0019165209,0.015694859,0.0046666614,0.014317872,0.006983456,0.01158626,0.0038716188],"category_scores_gemma":[0.1159688,0.0036694203,0.0017201689,0.011278153,0.0056786034,0.014321129,0.005196502,0.00820887,0.005343628],"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":[0.00011988839,0.0011855003,0.004838931,0.010384965,0.000116632466,0.0026117258,0.03098339,0.017378254,0.012425069,0.33188838,0.08338873,0.50467855],"study_design_scores_gemma":[0.00018210661,0.0003525665,0.003183864,0.024459548,0.00017335323,0.0017869415,0.016616268,0.018213278,0.008324733,0.18047833,0.745896,0.0003330819],"about_ca_topic_score_codex":0.010401867,"about_ca_topic_score_gemma":0.015725637,"teacher_disagreement_score":0.060227945,"about_ca_system_score_codex":0.0069086654,"about_ca_system_score_gemma":0.023688896,"threshold_uncertainty_score":0.31851965},"labels":[],"label_agreement":null},{"id":"W4302909260","doi":"","title":"Cyberwires.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Information and Cyber Security","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":"Medicine","score_opus":0.011302904921853532,"score_gpt":0.18650668001893486,"score_spread":0.17520377509708132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302909260","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":[0.00085090066,0.00804244,0.00044096683,0.0023082437,0.002106863,0.00008743513,0.05713454,0.0031414167,0.9258873],"genre_scores_gemma":[0.005301669,0.012185143,0.00082178204,0.0022077071,0.0011533503,0.00014303793,0.05226824,0.0010382842,0.92488074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962103,0.00002710929,0.00004625633,0.000068171335,0.0001787794,0.00005867357],"domain_scores_gemma":[0.9987356,0.00019733516,0.00011960641,0.00018238461,0.00046774378,0.0002972778],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038211048,0.0012741728,0.0009282385,0.007305077,0.0013524957,0.005366599,0.0009502949,0.0014424106,0.688132],"category_scores_gemma":[0.0023221425,0.0005942383,0.00047433766,0.007844376,0.0004953851,0.0037020817,0.0020000583,0.0015059155,0.6730083],"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":[0.000048501588,0.000028076161,0.00043234744,0.00072340074,0.0000095312025,0.000077914694,0.000049110386,0.00002706294,0.00028316004,0.0035355722,0.897313,0.09747227],"study_design_scores_gemma":[0.000010888759,0.000011266893,0.001306904,0.00025778016,0.0000070185606,0.00009154387,0.000050140574,0.00002765075,0.00019088628,0.001237313,0.9968014,0.0000072626412],"about_ca_topic_score_codex":0.0038944616,"about_ca_topic_score_gemma":0.008760145,"teacher_disagreement_score":0.311868,"about_ca_system_score_codex":0.0006572154,"about_ca_system_score_gemma":0.0013795905,"threshold_uncertainty_score":0.44484186},"labels":[],"label_agreement":null},{"id":"W4306407034","doi":"10.1007/s42452-022-05193-8","title":"5G mobile networks: reviewing security control correctness for mischievous activity","year":2022,"lang":"en","type":"article","venue":"SN Applied Sciences","topic":"Information and Cyber Security","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":"École de Technologie Supérieure","funders":"","keywords":"Network Access Control; Computer science; Computer security; Cellular network; Open network architecture; Safeguarding; Telecommunications; Network security; Mobile telephony; Computer network; Risk analysis (engineering); Business; Cloud computing security; Network management station; Network architecture; Mobile radio; Element management system","score_opus":0.013311285600072019,"score_gpt":0.24921266755654944,"score_spread":0.23590138195647742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306407034","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":[0.04058383,0.5741763,0.16265117,0.12906954,0.012813607,0.0006196649,0.00076392107,0.000507198,0.078814805],"genre_scores_gemma":[0.7190371,0.21087001,0.04709825,0.010192344,0.007335667,0.0003439545,0.0005635049,0.00022264374,0.0043364842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9682239,0.014751877,0.0029562432,0.0016986326,0.0117895035,0.0005798187],"domain_scores_gemma":[0.7616802,0.15357266,0.018957783,0.0065602562,0.058033705,0.0011953685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.034892607,0.0010991828,0.0008178736,0.010384942,0.0017709832,0.0054487553,0.0027990353,0.0030914196,0.0027864603],"category_scores_gemma":[0.16401297,0.00047988558,0.0009606256,0.004863382,0.0056679724,0.008656494,0.0024678633,0.0031601363,0.0006631321],"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":[0.00016162118,0.0000784272,0.01117323,0.009777393,0.00029661736,0.00038048977,0.0028327152,0.017107556,0.00088591257,0.3181056,0.046847142,0.5923532],"study_design_scores_gemma":[0.00003568161,0.0003906337,0.015862746,0.05381648,0.00086740387,0.000907468,0.0053177536,0.023719119,0.005111086,0.22192346,0.6718865,0.00016162924],"about_ca_topic_score_codex":0.008760253,"about_ca_topic_score_gemma":0.007683338,"teacher_disagreement_score":0.034892607,"about_ca_system_score_codex":0.006673804,"about_ca_system_score_gemma":0.008527043,"threshold_uncertainty_score":0.18453193},"labels":[],"label_agreement":null},{"id":"W4306657335","doi":"10.18280/ijsse.120406","title":"Review of Security Principles and Security Functions in Critical Information Infrastructure Protection","year":2022,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Lembaga Pengelola Dana Pendidikan; Universitas Indonesia","keywords":"Computer security; Critical infrastructure; Information security; Information security management; Critical infrastructure protection; Computer science; Cloud computing security; Security information and event management","score_opus":0.007860211371311635,"score_gpt":0.23471899279525063,"score_spread":0.226858781423939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306657335","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":[0.00026822084,0.9965592,0.000374253,0.00066304946,0.0002271319,0.000007940834,0.000021709247,0.0000046425007,0.0018738777],"genre_scores_gemma":[0.0022103104,0.99638295,0.00050860626,0.00033374116,0.00018131941,0.00000905625,0.000028805964,0.000002051282,0.00034312514],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984041,0.00038412047,0.000337713,0.00016637202,0.00062708755,0.00008065836],"domain_scores_gemma":[0.9937702,0.0040079444,0.00083134486,0.0001116449,0.0011618326,0.00011697864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021921196,0.0008826307,0.0009770343,0.0068984427,0.0005242355,0.0017908111,0.00097028754,0.001186978,0.0029709986],"category_scores_gemma":[0.0050640665,0.0004844497,0.00080322206,0.0075578205,0.0010311607,0.0030088695,0.00073308434,0.0013886596,0.0008501829],"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":[0.00007221914,0.000081096776,0.0009066697,0.09952728,0.00024846944,0.00024242584,0.0007022884,0.0014344204,0.001125847,0.037373584,0.046073247,0.8122125],"study_design_scores_gemma":[0.0000092056525,0.00013024616,0.003931326,0.06805067,0.00035683045,0.00078253006,0.00048295342,0.00024916502,0.00055826694,0.009130766,0.91627586,0.000042190928],"about_ca_topic_score_codex":0.0042615337,"about_ca_topic_score_gemma":0.0066086375,"teacher_disagreement_score":0.0068984427,"about_ca_system_score_codex":0.0018429498,"about_ca_system_score_gemma":0.00538494,"threshold_uncertainty_score":0.013371587},"labels":[],"label_agreement":null},{"id":"W4309849231","doi":"10.3390/risks10120224","title":"A Generalized Linear Mixed Model for Data Breaches and Its Application in Cyber Insurance","year":2022,"lang":"en","type":"article","venue":"Risks","topic":"Information and Cyber Security","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":"Simon Fraser University","funders":"","keywords":"Data breach; Computer science; Computer security; Analytics; Risk management; Actuarial science; Data science; Business; Finance","score_opus":0.09414441132079525,"score_gpt":0.318691204330746,"score_spread":0.22454679300995073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309849231","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":[0.06942219,0.0010395879,0.9228383,0.0016743868,0.00028442335,0.00055402424,0.001831465,0.0008958996,0.0014598009],"genre_scores_gemma":[0.5786816,0.0015280091,0.39993614,0.00076153956,0.00038012274,0.0036184725,0.0038356637,0.0002486433,0.01100986],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9866072,0.008988533,0.00057295716,0.0022785945,0.0008309423,0.0007217183],"domain_scores_gemma":[0.9670302,0.027305866,0.0022279588,0.0010986269,0.0018988854,0.0004383702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0172925,0.002512026,0.003416472,0.003157977,0.0019431075,0.0035485073,0.0061692726,0.0040281923,0.0077704126],"category_scores_gemma":[0.028869944,0.0017803668,0.004295709,0.003814967,0.0023668725,0.0035369734,0.0032118082,0.0052385684,0.0015175114],"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":[0.0009934219,0.0006088375,0.041954067,0.00063913356,0.0018151897,0.0011098065,0.0015434991,0.69750774,0.0013336793,0.1666784,0.0056448383,0.080171466],"study_design_scores_gemma":[0.000077228375,0.0002746305,0.0023813609,0.000066849294,0.000162,0.00008590719,0.00020564774,0.9658374,0.00019376032,0.028209869,0.0024230534,0.00008221223],"about_ca_topic_score_codex":0.038062423,"about_ca_topic_score_gemma":0.032234605,"teacher_disagreement_score":0.038062423,"about_ca_system_score_codex":0.0029086706,"about_ca_system_score_gemma":0.003831983,"threshold_uncertainty_score":0.0914526},"labels":[],"label_agreement":null},{"id":"W4309919917","doi":"10.36227/techrxiv.20448597.v2","title":"CyberTOMP: A novel systematic framework to manage asset-focused cybersecurity from tactical and operational levels","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Network for Business Sustainability","funders":"Agencia Estatal de Investigación; Junta de Extremadura; European Commission","keywords":"Computer security; Computer science; Asset (computer security); Process management; Holism; Process (computing); Context (archaeology); Novelty; Knowledge management; Risk analysis (engineering); Business","score_opus":0.03256103061506071,"score_gpt":0.2822070059420716,"score_spread":0.24964597532701088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309919917","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":[0.0009457977,0.0003670202,0.9922072,0.0007441919,0.00008445844,0.00036241097,0.00011078796,0.00076860446,0.004409483],"genre_scores_gemma":[0.01837042,0.0006180125,0.97716355,0.00019306953,0.00006796492,0.00053469813,0.00042092154,0.00021573553,0.0024156591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98808694,0.004509522,0.0016085624,0.002050604,0.0029381646,0.0008062449],"domain_scores_gemma":[0.99314594,0.001636903,0.00080489274,0.0023374301,0.0013279731,0.00074677257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015312824,0.002359711,0.00132722,0.0065015247,0.003088676,0.01217169,0.005989118,0.004585988,0.00398581],"category_scores_gemma":[0.010466246,0.0015101698,0.0033828204,0.0047179507,0.00982394,0.015005702,0.01271927,0.0060465704,0.0027340243],"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":[0.000025274298,0.000096033174,0.0009772514,0.0006969369,0.000061214196,0.00040299358,0.0023046937,0.007560729,0.0015696492,0.89692223,0.0046415743,0.08474149],"study_design_scores_gemma":[0.0000545744,0.00014141381,0.0008132419,0.0014558178,0.000120471945,0.0009260909,0.0015844599,0.06648994,0.003107162,0.68152404,0.243654,0.00012877226],"about_ca_topic_score_codex":0.0066578025,"about_ca_topic_score_gemma":0.009190216,"teacher_disagreement_score":0.015312824,"about_ca_system_score_codex":0.00380231,"about_ca_system_score_gemma":0.023285624,"threshold_uncertainty_score":0.08098292},"labels":[],"label_agreement":null},{"id":"W4311548908","doi":"10.1016/j.dss.2022.113912","title":"Security defense against long-term and stealthy cyberattacks","year":2022,"lang":"en","type":"article","venue":"Decision Support Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":12,"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":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Science Foundation","keywords":"Hacker; Computer security; Damages; Computer science; Internet privacy; Law","score_opus":0.016178746247485658,"score_gpt":0.26766293278904807,"score_spread":0.2514841865415624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311548908","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":[0.6891563,0.003723527,0.12534648,0.008032114,0.00049322867,0.00008188444,0.0000877641,0.0005114321,0.1725672],"genre_scores_gemma":[0.99160975,0.00031345314,0.0018315244,0.00023839233,0.000035985715,0.0000068794525,0.000015700094,0.0000067838378,0.005941555],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962604,0.000074503405,0.000010806795,0.00004079679,0.00011984315,0.00012790825],"domain_scores_gemma":[0.998936,0.0002712563,0.00026927216,0.00022847905,0.00017164284,0.00012343636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059599156,0.00026147312,0.0001441955,0.00045984084,0.0007100716,0.0012591771,0.00035759807,0.0009782219,0.0038282748],"category_scores_gemma":[0.0017835449,0.00008953348,0.00015084949,0.0001649075,0.00078848377,0.0015576109,0.0021180504,0.00086563866,0.00072739884],"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":[0.0006067731,0.0003684855,0.037143726,0.00023900595,0.00019168784,0.0010583056,0.0017273095,0.055959683,0.06553481,0.24283245,0.019871032,0.57446676],"study_design_scores_gemma":[0.0001253938,0.0020460247,0.057822227,0.0007476414,0.0001816242,0.004418142,0.007235234,0.22629108,0.054107457,0.45040247,0.196512,0.00011068021],"about_ca_topic_score_codex":0.0004945339,"about_ca_topic_score_gemma":0.001091136,"teacher_disagreement_score":0.0038282748,"about_ca_system_score_codex":0.00037378864,"about_ca_system_score_gemma":0.0006018652,"threshold_uncertainty_score":0.012806892},"labels":[],"label_agreement":null},{"id":"W4311681216","doi":"10.22215/etd/2022-15332","title":"Principles and Properties for Reducing the Prevalence of Implicit Interactions in System Designs.","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Computer science; Focus (optics); Comprehension; Set (abstract data type); Formal methods; Graph; Quality (philosophy); Risk analysis (engineering); Theoretical computer science; Software engineering; Programming language","score_opus":0.04918150095013818,"score_gpt":0.2912394590179759,"score_spread":0.2420579580678377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311681216","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":[0.0034313558,0.00035948554,0.987874,0.001049033,0.0000723039,0.0002827895,0.000051020525,0.00051646394,0.0063636536],"genre_scores_gemma":[0.116056755,0.00085128413,0.8770886,0.000792841,0.00025576813,0.0015917243,0.00015574537,0.0005402241,0.002666926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9643008,0.012212656,0.0034042567,0.003588346,0.0151246125,0.0013694011],"domain_scores_gemma":[0.85131043,0.09115206,0.012252649,0.03456195,0.009138837,0.0015840124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02825519,0.002558868,0.0013294403,0.0033187494,0.0023930387,0.0047544483,0.003342613,0.0037804889,0.005492996],"category_scores_gemma":[0.1079674,0.003268164,0.003911305,0.0019186165,0.013793904,0.014601297,0.007830416,0.01189047,0.0018741417],"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":[0.000101802885,0.0002581046,0.001531696,0.0011007343,0.00012405141,0.00023313494,0.0015207832,0.027346201,0.005880908,0.8691304,0.002860742,0.08991152],"study_design_scores_gemma":[0.00013033439,0.00032261517,0.00049512496,0.0006584215,0.0002045758,0.00050945167,0.00021518592,0.05779003,0.0087941205,0.9032936,0.027502794,0.000083722196],"about_ca_topic_score_codex":0.0012040312,"about_ca_topic_score_gemma":0.0011543581,"teacher_disagreement_score":0.02825519,"about_ca_system_score_codex":0.0022786646,"about_ca_system_score_gemma":0.005587887,"threshold_uncertainty_score":0.14942956},"labels":[],"label_agreement":null},{"id":"W4312064457","doi":"10.1108/ocj-06-2022-0011","title":"Show-and-tell or hide-and-seek? Examining organizational cybersecurity incident notifications","year":2022,"lang":"en","type":"article","venue":"Organizational Cybersecurity Journal Practice Process and People","topic":"Information and Cyber Security","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":"University of Utah; U.S. Department of Justice","keywords":"Computer security; Computer science; Incident response; Blame; Transparency (behavior); Typology; Critical Incident Technique; Data breach; Business; Internet privacy; Marketing","score_opus":0.01454842093241965,"score_gpt":0.2595860593099762,"score_spread":0.24503763837755654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312064457","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":[0.92499197,0.00399898,0.028869312,0.005331752,0.00033528422,0.00031519966,0.00044211667,0.00013443631,0.035580788],"genre_scores_gemma":[0.993188,0.0009350214,0.004458747,0.00037167067,0.00003191305,0.00010272511,0.00011088478,0.000017076645,0.0007839578],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9876439,0.0077577955,0.0012636958,0.0005973957,0.002238172,0.0004990045],"domain_scores_gemma":[0.9029538,0.06559774,0.02149294,0.0034955381,0.0053172903,0.0011426612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018620612,0.00022279861,0.00025310763,0.004768965,0.0016799339,0.005047478,0.0008442715,0.000902224,0.0020709548],"category_scores_gemma":[0.0926582,0.00019220312,0.00042443405,0.0038850168,0.0029434396,0.0065868823,0.0024461544,0.0009556928,0.0002878963],"study_design_candidate":"observational","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":[0.00037412517,0.00012166018,0.3463457,0.0032470352,0.000098968936,0.0008319628,0.39956084,0.0008459287,0.0021524674,0.049080364,0.0038406518,0.19350025],"study_design_scores_gemma":[0.000020817413,0.00025517694,0.19328293,0.0033707493,0.00009962775,0.0011825748,0.73191965,0.002439719,0.0015990733,0.01714886,0.04858588,0.00009491907],"about_ca_topic_score_codex":0.003528812,"about_ca_topic_score_gemma":0.0058301855,"teacher_disagreement_score":0.018620612,"about_ca_system_score_codex":0.0028394717,"about_ca_system_score_gemma":0.0026441277,"threshold_uncertainty_score":0.09847635},"labels":[],"label_agreement":null},{"id":"W4312223769","doi":"10.1108/intr-04-2022-0238","title":"The impact of ignorance and bias on information security protection motivation: a case of e-waste handling","year":2022,"lang":"en","type":"article","venue":"Internet Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Coping (psychology); Psychology; Risk perception; Perception; Social psychology; Originality; Information security; Applied psychology; Risk analysis (engineering); Business; Computer security; Computer science; Clinical psychology; Political science","score_opus":0.0778527727976493,"score_gpt":0.3522420167148044,"score_spread":0.2743892439171551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312223769","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":[0.99072266,0.00012748699,0.0014630776,0.00190012,0.000009505589,0.0000330691,0.0000074898458,0.0000050873546,0.005731601],"genre_scores_gemma":[0.9992481,0.00007684168,0.00041092988,0.0000682281,0.0000040148475,0.000012338952,0.0000037754041,0.0000012722846,0.00017453473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99382704,0.0039248364,0.00027456513,0.000296412,0.0007935393,0.0008834812],"domain_scores_gemma":[0.97435445,0.01793055,0.00456797,0.0013214014,0.0009496613,0.0008760825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008902716,0.00040710988,0.00043755188,0.0020317875,0.005255056,0.0037461019,0.0009831791,0.0023423086,0.0023362224],"category_scores_gemma":[0.016506681,0.00039114492,0.0010685537,0.0014303807,0.006102827,0.0037400974,0.00407393,0.0026578268,0.00010813924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037216308,0.0018325762,0.49314827,0.00047136768,0.00023333414,0.029786136,0.31989706,0.0029185119,0.0025601508,0.099601544,0.0010797454,0.048099108],"study_design_scores_gemma":[0.00016568876,0.00062017934,0.3641141,0.000852758,0.00060294085,0.00944924,0.5173125,0.027425384,0.002813498,0.06553502,0.010871223,0.0002374575],"about_ca_topic_score_codex":0.00954233,"about_ca_topic_score_gemma":0.01064924,"teacher_disagreement_score":0.00954233,"about_ca_system_score_codex":0.0050572697,"about_ca_system_score_gemma":0.004696114,"threshold_uncertainty_score":0.047082603},"labels":[],"label_agreement":null},{"id":"W4312923288","doi":"10.55317/9781784135515","title":"Integrating gender in anti-cybercrime capacity-building: a toolkit","year":2022,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Global Affairs Canada","keywords":"Cybercrime; Internet privacy; Cyberspace; Hacker; Download; Public relations; Business; The Internet; Computer security; Political science; Computer science; World Wide Web","score_opus":0.06798025899705766,"score_gpt":0.2980740062322052,"score_spread":0.23009374723514753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312923288","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":[0.03256367,0.0016694174,0.4351705,0.024485502,0.0008808717,0.0044782353,0.0008247233,0.0069240513,0.49300313],"genre_scores_gemma":[0.25380173,0.0024060495,0.5998292,0.0021675448,0.00010174741,0.0073119765,0.0008369966,0.0016028908,0.13194191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893519,0.0068615316,0.00046367175,0.00045303666,0.002091409,0.00077848457],"domain_scores_gemma":[0.983331,0.009574379,0.0005576309,0.0021611073,0.0018058567,0.0025701083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014516542,0.0011977782,0.0005621449,0.0027420593,0.0060648704,0.007875309,0.0044055576,0.0036337865,0.022330642],"category_scores_gemma":[0.017060095,0.0009964496,0.0012199647,0.0014539695,0.009175404,0.01180013,0.020954084,0.0043564793,0.00671441],"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":[0.00012575104,0.0009177898,0.004347772,0.0026725167,0.000038068978,0.0019372104,0.13499433,0.00784476,0.004411449,0.4120088,0.08037148,0.35033005],"study_design_scores_gemma":[0.00005969098,0.00020074096,0.0014213301,0.0017397983,0.000032680273,0.0011882636,0.039725326,0.004533898,0.002993713,0.16285157,0.7851458,0.00010712343],"about_ca_topic_score_codex":0.0034724753,"about_ca_topic_score_gemma":0.00720611,"teacher_disagreement_score":0.022330642,"about_ca_system_score_codex":0.0042566843,"about_ca_system_score_gemma":0.014526655,"threshold_uncertainty_score":0.076771736},"labels":[],"label_agreement":null},{"id":"W4313152279","doi":"10.1504/ijics.2022.127169","title":"Data breach: analysis, countermeasures and challenges","year":2022,"lang":"en","type":"article","venue":"International Journal of Information and Computer Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":32,"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 New Brunswick","funders":"","keywords":"Data breach; Computer security; Computer science; Government (linguistics); Big data; Countermeasure; Internet privacy; Data science; Data mining; Engineering","score_opus":0.027256496462696657,"score_gpt":0.2583611267456642,"score_spread":0.23110463028296754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313152279","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":[0.11475653,0.530935,0.14527677,0.1416884,0.0020615864,0.0015883353,0.001631084,0.0011317541,0.060930602],"genre_scores_gemma":[0.62793976,0.2744905,0.08191601,0.0077941217,0.0008627055,0.00073995825,0.0013661933,0.00020351744,0.004687182],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96775347,0.011271373,0.0037203478,0.0026621174,0.013235405,0.0013573724],"domain_scores_gemma":[0.88140815,0.06843685,0.01646205,0.008337025,0.023874419,0.0014814769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023804266,0.0013032202,0.0009903829,0.015580306,0.00285836,0.008317781,0.0024518732,0.003566389,0.0017029486],"category_scores_gemma":[0.064289756,0.00089516985,0.0014698704,0.00871687,0.0051895063,0.018083906,0.0042157304,0.005797044,0.00083856774],"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":[0.00012435028,0.00038730726,0.054218672,0.013269622,0.00033586103,0.0010613622,0.008071238,0.005545154,0.0023733163,0.12853613,0.026684526,0.75939256],"study_design_scores_gemma":[0.00003320681,0.0008121746,0.05329148,0.041785385,0.00065491465,0.0074679274,0.084758095,0.025128625,0.013366538,0.14892687,0.6232171,0.0005577487],"about_ca_topic_score_codex":0.0032073823,"about_ca_topic_score_gemma":0.0031491779,"teacher_disagreement_score":0.023804266,"about_ca_system_score_codex":0.0037919474,"about_ca_system_score_gemma":0.0076027676,"threshold_uncertainty_score":0.1258905},"labels":[],"label_agreement":null},{"id":"W4313314442","doi":"10.36227/techrxiv.21779510","title":"The Cyber Centre, Host and Cloud-Based Sensor Technology - An Analysis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cyberspace; Cloud computing; Confidentiality; Computer security; Host (biology); Scale (ratio); Order (exchange); Business; Critical infrastructure; Security analysis; Cyber threats; International trade; Computer science; Political science; The Internet; Finance; Geography; Law","score_opus":0.008778743136348535,"score_gpt":0.2394525953586019,"score_spread":0.23067385222225334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313314442","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":[0.48638797,0.022312988,0.010979045,0.005490494,0.0002794207,0.00014321551,0.0027348492,0.0001849374,0.4714871],"genre_scores_gemma":[0.97088754,0.008674313,0.0016641968,0.00027231078,0.00008751968,0.00001833064,0.0006118634,0.00005613885,0.01772785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991654,0.000074989905,0.000015580683,0.00008629556,0.0004076238,0.00025016358],"domain_scores_gemma":[0.99883884,0.00023601993,0.00014901385,0.00007901004,0.00049630133,0.00020092892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004782097,0.00033426107,0.00028547875,0.0028834548,0.0008180766,0.005555652,0.0004894886,0.00063084444,0.007473896],"category_scores_gemma":[0.0012453805,0.00014980369,0.00044881675,0.0057918113,0.0016142221,0.0036598952,0.0012504231,0.00072566036,0.0010019997],"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":[0.0005691777,0.0002314183,0.17283015,0.00068631646,0.00009321107,0.0015178716,0.0017704268,0.020166136,0.0058136904,0.5819388,0.03711532,0.1772675],"study_design_scores_gemma":[0.000030605403,0.00030880398,0.5526291,0.00061229256,0.00017608247,0.0016859594,0.009434233,0.075647645,0.00771773,0.049502682,0.3021631,0.00009181468],"about_ca_topic_score_codex":0.113891125,"about_ca_topic_score_gemma":0.13250037,"teacher_disagreement_score":0.113891125,"about_ca_system_score_codex":0.0063309222,"about_ca_system_score_gemma":0.0035400116,"threshold_uncertainty_score":0.2264564},"labels":[],"label_agreement":null},{"id":"W4313314443","doi":"10.36227/techrxiv.21779510.v1","title":"The Cyber Centre, Host and Cloud-Based Sensor Technology - An Analysis","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cyberspace; Cloud computing; Confidentiality; Host (biology); Computer security; Scale (ratio); Order (exchange); Business; Critical infrastructure; Industry 4.0; International trade; Computer science; The Internet; Finance; Geography","score_opus":0.008778743136348535,"score_gpt":0.2394525953586019,"score_spread":0.23067385222225334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313314443","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":[0.5590908,0.02134485,0.014785365,0.003917469,0.00019204478,0.00016861643,0.0027774686,0.00018943146,0.39753404],"genre_scores_gemma":[0.976537,0.006882242,0.0015799068,0.00015258475,0.00005556487,0.000016079372,0.00049789576,0.00005036704,0.014228386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992914,0.00005845503,0.000011431321,0.000067455694,0.00035636537,0.0002147775],"domain_scores_gemma":[0.99900144,0.00021581905,0.00011429383,0.00006104268,0.00045108006,0.00015629637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041201635,0.00036943392,0.0003251285,0.0029105837,0.0008085962,0.0044509713,0.0005078033,0.000586658,0.006482419],"category_scores_gemma":[0.0011567572,0.00015423626,0.0004996951,0.005572683,0.0015069146,0.0029163822,0.0010932366,0.0006958602,0.00084820925],"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":[0.0005584003,0.00018887699,0.1755086,0.0006583941,0.00010306966,0.0013966546,0.0014839164,0.035748094,0.0064279265,0.6061772,0.025826935,0.14592193],"study_design_scores_gemma":[0.000029965226,0.0003079156,0.5790703,0.00047359476,0.00020073718,0.0015635127,0.007588863,0.1239758,0.0068886834,0.056782316,0.22302479,0.00009345599],"about_ca_topic_score_codex":0.16119362,"about_ca_topic_score_gemma":0.17754734,"teacher_disagreement_score":0.16119362,"about_ca_system_score_codex":0.0062081986,"about_ca_system_score_gemma":0.0035210454,"threshold_uncertainty_score":0.32051075},"labels":[],"label_agreement":null},{"id":"W4313549819","doi":"10.1145/3551349.3561149","title":"Towards the Integration of Human Factors in Collaborative Decision Making for Secure Architecture Design","year":2022,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Workflow; Knowledge management; Traceability; Software engineering; Process (computing); Architecture; Systems engineering; Process management; Engineering","score_opus":0.03648987255590867,"score_gpt":0.3037319807886859,"score_spread":0.2672421082327772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313549819","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":[0.02107733,0.00029211614,0.9683611,0.0023823027,0.00003971929,0.00027760534,0.000030278688,0.00011267064,0.0074269753],"genre_scores_gemma":[0.33392313,0.00033893686,0.6640427,0.00022022294,0.00002736899,0.00040468323,0.000045323864,0.000032420372,0.0009651039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9909713,0.0061412086,0.0003016879,0.00081681245,0.0013581867,0.00041079233],"domain_scores_gemma":[0.9881847,0.0073193545,0.0012549096,0.0011424948,0.0013691384,0.0007294185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011677623,0.0013430268,0.00075792574,0.0027030099,0.0024189074,0.00708599,0.002051295,0.0024451588,0.0028930425],"category_scores_gemma":[0.016174166,0.0010824322,0.0017352583,0.0015227984,0.0065560485,0.00488414,0.0037068566,0.0028273652,0.0004013123],"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":[0.00011157587,0.0005252117,0.008425853,0.0004772801,0.00020398878,0.0003696256,0.008812823,0.22411582,0.0032915778,0.65902835,0.0016021444,0.0930357],"study_design_scores_gemma":[0.00008159929,0.00024957702,0.002321593,0.00042700896,0.00011385889,0.00014290519,0.0048523215,0.51239055,0.0018573506,0.46058458,0.016860113,0.00011845201],"about_ca_topic_score_codex":0.017454077,"about_ca_topic_score_gemma":0.021127706,"teacher_disagreement_score":0.017454077,"about_ca_system_score_codex":0.0045202323,"about_ca_system_score_gemma":0.00946522,"threshold_uncertainty_score":0.061757922},"labels":[],"label_agreement":null},{"id":"W4313889033","doi":"10.36227/techrxiv.21779510.v2","title":"The Cyber Centre, Host and Cloud-Based Sensor Technology - An Analysis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cyberspace; Cloud computing; Confidentiality; Computer security; Host (biology); Scale (ratio); Order (exchange); Business; Critical infrastructure; Industry 4.0; Cyber threats; International trade; Engineering; Computer science; Political science; The Internet; Finance; Geography; Law","score_opus":0.014429745134496675,"score_gpt":0.25054291360653325,"score_spread":0.23611316847203656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313889033","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5660583,0.021226136,0.014785348,0.0038883358,0.00018938571,0.00016826476,0.0027875293,0.00018957148,0.39070714],"genre_scores_gemma":[0.97691727,0.0067976178,0.00156021,0.000150541,0.00005477594,0.00001595966,0.0004960556,0.000050059858,0.013957559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992933,0.000058278136,0.000011422732,0.00006734938,0.00035574465,0.00021385733],"domain_scores_gemma":[0.9989936,0.00021897923,0.00011579666,0.00006135093,0.00045347554,0.00015687066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004136342,0.0003684031,0.0003265117,0.0029014328,0.00080186693,0.00440951,0.0005090182,0.0005848291,0.006437132],"category_scores_gemma":[0.001165687,0.0001539129,0.0005011614,0.005592937,0.0014995921,0.0028974586,0.0010953915,0.00069413974,0.0008457043],"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":[0.0005650097,0.00019065912,0.17992319,0.0006650268,0.00010466066,0.0014146611,0.0014875329,0.03645904,0.0065218355,0.5996348,0.0257965,0.14723706],"study_design_scores_gemma":[0.000029798955,0.0003082075,0.5845832,0.0004679442,0.00020125722,0.0015584897,0.0075094393,0.12459812,0.0068489932,0.05580696,0.21799462,0.00009297953],"about_ca_topic_score_codex":0.16042838,"about_ca_topic_score_gemma":0.17649986,"teacher_disagreement_score":0.16042838,"about_ca_system_score_codex":0.0061640767,"about_ca_system_score_gemma":0.003495771,"threshold_uncertainty_score":0.31898916},"labels":[],"label_agreement":null},{"id":"W4318952057","doi":"10.21810/jicw.v5i3.5186","title":"INFORMATION INTEGRITY LAB AND THE IMPORTANCE OF CONTINUING DIGITAL EDUCATION FOR INTELLIGENCE PROFESSIONALS","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Presentation (obstetrics); Continuing education; Medical education; Public relations; Executive director; Political science; Psychology; Management; Engineering ethics; Sociology; Engineering; Medicine","score_opus":0.025213552537214544,"score_gpt":0.3072851221518724,"score_spread":0.2820715696146579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318952057","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034600159,0.0108345775,0.00090325304,0.90781426,0.008825346,0.000036890713,0.000034890872,0.00007441186,0.06801626],"genre_scores_gemma":[0.29145867,0.030097768,0.005302744,0.27661118,0.016367717,0.00013903747,0.0001958171,0.00018594821,0.37964112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895649,0.0036820949,0.00041972575,0.000529259,0.0036482373,0.0021557726],"domain_scores_gemma":[0.9676967,0.010907195,0.0017915855,0.000675097,0.0068639372,0.012065428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014076295,0.0003839471,0.00030007947,0.0009138115,0.0061383946,0.015137686,0.00094463886,0.010061925,0.024692165],"category_scores_gemma":[0.0277815,0.0004159196,0.00035677775,0.00073883537,0.0044457978,0.0056409296,0.0037949118,0.011638001,0.003350293],"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":[0.000108484965,0.00010510783,0.0022301062,0.0002706693,0.00000805512,0.00066989695,0.0057207425,0.00009045898,0.0008184927,0.032761715,0.79684055,0.16037585],"study_design_scores_gemma":[0.000010488811,0.00006887366,0.002013055,0.0003122603,0.000005482874,0.00028557086,0.0034673922,0.00011361304,0.00038939307,0.0038252384,0.9894861,0.000022486236],"about_ca_topic_score_codex":0.01570844,"about_ca_topic_score_gemma":0.04465791,"teacher_disagreement_score":0.024692165,"about_ca_system_score_codex":0.011091181,"about_ca_system_score_gemma":0.021062521,"threshold_uncertainty_score":0.082603574},"labels":[],"label_agreement":null},{"id":"W4318958061","doi":"10.21810/jicw.v5i3.5179","title":"DATA &amp; INFRASTRUCTURE SECURITY: THE RISK OF AI ENABLED CYBER ATTACKS AND QUANTUM HACKING","year":2023,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hacker; Resilience (materials science); Computer security; Critical infrastructure; Presentation (obstetrics); Face (sociological concept); Computer science; Sociology; Medicine; Social science; Physics","score_opus":0.04270160656225322,"score_gpt":0.3083025775446047,"score_spread":0.26560097098235147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318958061","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":[0.03555184,0.017481761,0.0074954713,0.67377216,0.0082523385,0.00009069102,0.00027858763,0.00016792453,0.2569092],"genre_scores_gemma":[0.7997519,0.019698689,0.0025379157,0.045113683,0.0062824106,0.00007548105,0.0001608304,0.00008975349,0.12628935],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997086,0.0010343199,0.000094781964,0.00019267267,0.0011370089,0.00045526205],"domain_scores_gemma":[0.99379236,0.0035642646,0.0007723149,0.00026423423,0.00093633385,0.0006704455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586389,0.000576844,0.00036283056,0.0010837441,0.0034498528,0.007633099,0.0006238855,0.0067154313,0.018161569],"category_scores_gemma":[0.012742872,0.0003136834,0.00048792662,0.00069823134,0.004155776,0.0047646174,0.003232887,0.007382677,0.0018978205],"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":[0.00028995876,0.000081832026,0.009714139,0.0003583136,0.00007860273,0.004170298,0.007508946,0.0024623128,0.0017432169,0.32966408,0.51702356,0.12690474],"study_design_scores_gemma":[0.000026987007,0.0001952024,0.009006456,0.00081962836,0.000048503334,0.0027823362,0.011550244,0.003181263,0.0020994765,0.114979126,0.8551569,0.00015388167],"about_ca_topic_score_codex":0.0049063764,"about_ca_topic_score_gemma":0.00735585,"teacher_disagreement_score":0.018161569,"about_ca_system_score_codex":0.0044131335,"about_ca_system_score_gemma":0.002422439,"threshold_uncertainty_score":0.060756505},"labels":[],"label_agreement":null},{"id":"W4319659885","doi":"10.5430/jha.v12n1p1","title":"Zero Trust and the future of cybersecurity in healthcare delivery organizations","year":2023,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Information and Cyber Security","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":"Health care; Vulnerability (computing); Computer security; Data breach; Information security; Business; Identity (music); Internet privacy; Computer science; Law; Political science","score_opus":0.004996213935507661,"score_gpt":0.23033157279640296,"score_spread":0.22533535886089529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319659885","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.078239374,0.029756788,0.012990507,0.82368255,0.0014405692,0.000026320196,0.00003517218,0.00006507276,0.053763673],"genre_scores_gemma":[0.9722878,0.011846887,0.0015388469,0.011256383,0.00074160495,0.000027066275,0.000012728753,0.000018866602,0.002269905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923423,0.00482184,0.00028654624,0.00040553385,0.0010460472,0.0010976597],"domain_scores_gemma":[0.9803603,0.009054441,0.0020009486,0.0008550111,0.0020810345,0.005648223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01277019,0.00024031935,0.00035134415,0.0011194748,0.005427628,0.014478499,0.0007337026,0.004316846,0.0030068576],"category_scores_gemma":[0.016578697,0.0003608913,0.00034591198,0.0007869907,0.023581358,0.015428956,0.006487762,0.0069174846,0.0004694311],"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":[0.000087092005,0.00010557729,0.0067378418,0.00019700466,0.000022745147,0.000496087,0.02083108,0.00085307896,0.00023057935,0.89676845,0.016948927,0.056721438],"study_design_scores_gemma":[0.000026610893,0.00014059279,0.00325719,0.00090348726,0.000015342155,0.00049530633,0.022915488,0.0020231009,0.00029523534,0.88714755,0.082707025,0.00007321587],"about_ca_topic_score_codex":0.0066455216,"about_ca_topic_score_gemma":0.005179396,"teacher_disagreement_score":0.014478499,"about_ca_system_score_codex":0.011266557,"about_ca_system_score_gemma":0.012063892,"threshold_uncertainty_score":0.08174497},"labels":[],"label_agreement":null},{"id":"W4319990355","doi":"10.1109/msec.2022.3223596","title":"Table of Contents","year":2023,"lang":"en","type":"article","venue":"IEEE Security & Privacy","topic":"Information and Cyber Security","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":"Regional Municipality of Niagara","funders":"","keywords":"Table (database); Information retrieval; Computer science; Database","score_opus":0.025691243003248997,"score_gpt":0.2639622713587879,"score_spread":0.23827102835553893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319990355","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":[0.0005564597,0.006271783,0.003771946,0.03367375,0.1334725,0.00080687075,0.020545641,0.003232282,0.7976687],"genre_scores_gemma":[0.0025854353,0.0069302237,0.0019503322,0.010644778,0.03253063,0.00035530183,0.015895173,0.0015045101,0.9276036],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883145,0.00014071305,0.00008270247,0.00016980941,0.0006808148,0.00009438931],"domain_scores_gemma":[0.9901328,0.0014554125,0.00037412375,0.00060992886,0.005900259,0.0015274836],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012769075,0.000850101,0.001174472,0.0035158643,0.0018938098,0.0064605842,0.0015785955,0.0015076437,0.7318104],"category_scores_gemma":[0.01304608,0.00038639057,0.00061562326,0.0028518129,0.00044996868,0.00352551,0.0019500491,0.0023708742,0.5894462],"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":[0.000005110783,0.000008681705,0.000049693997,0.000071169656,0.0000010939339,0.000008020074,0.000007367843,0.000020140555,0.000046966394,0.0005091585,0.9812127,0.018059833],"study_design_scores_gemma":[0.0000031860127,0.000009174994,0.00020286131,0.00013380761,0.0000022778354,0.000029818835,0.000021972712,0.000039383132,0.000045760273,0.00063773757,0.9988695,0.000004430902],"about_ca_topic_score_codex":0.0020287586,"about_ca_topic_score_gemma":0.0026948636,"teacher_disagreement_score":0.2681896,"about_ca_system_score_codex":0.0016830068,"about_ca_system_score_gemma":0.0035347827,"threshold_uncertainty_score":0.38253993},"labels":[],"label_agreement":null},{"id":"W4321204520","doi":"10.12927/hcq.2023.27019","title":"Cybersecurity: Guiding Principles and Risk Management Advice for Healthcare Boards, Senior Leaders and Risk Managers","year":2023,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Information and Cyber Security","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":"","keywords":"Risk management; Health care; Business; Best practice; Public relations; Senior management; Identification (biology); Management; Political science; Finance","score_opus":0.033500304325612386,"score_gpt":0.292120947924844,"score_spread":0.2586206435992316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321204520","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0069481516,0.018303331,0.124319226,0.80640465,0.003496782,0.0014798839,0.0002267379,0.0017277835,0.037093576],"genre_scores_gemma":[0.09598564,0.0354551,0.7503133,0.08661031,0.0025423067,0.0031330758,0.00047247723,0.0003917276,0.025096169],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857312,0.008897256,0.0009592144,0.0004347845,0.0032418254,0.00073568564],"domain_scores_gemma":[0.9670492,0.015793819,0.0023216913,0.0009643934,0.008433335,0.0054377164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029009549,0.0024489942,0.0013802318,0.003079791,0.004423157,0.009417579,0.0037493028,0.010954818,0.004995973],"category_scores_gemma":[0.039997566,0.0014499417,0.00082879787,0.0015440704,0.006047287,0.008838612,0.007060097,0.012247526,0.005088255],"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":[0.00007822318,0.0011890115,0.0047209295,0.0019407081,0.000051550473,0.0011626782,0.015853079,0.004951773,0.0014817681,0.056759927,0.5749545,0.33685586],"study_design_scores_gemma":[0.00023376787,0.00039933156,0.0038527274,0.009388889,0.0000649345,0.0015346796,0.035105247,0.006484419,0.0011201598,0.24252224,0.6990282,0.00026550423],"about_ca_topic_score_codex":0.004260233,"about_ca_topic_score_gemma":0.012548222,"teacher_disagreement_score":0.029009549,"about_ca_system_score_codex":0.004499057,"about_ca_system_score_gemma":0.022242341,"threshold_uncertainty_score":0.15341902},"labels":[],"label_agreement":null},{"id":"W4322587886","doi":"10.4324/9781003195580-19","title":"Management of Cybersecurity through Internal Communication","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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 security; Internal communications; Perception; Data breach; Business; Set (abstract data type); Public relations; Internet privacy; Knowledge management; Computer science; Political science; Psychology","score_opus":0.027856306816284256,"score_gpt":0.25813509052739164,"score_spread":0.23027878371110738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322587886","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":[0.0052324818,0.025603265,0.01114173,0.010207862,0.0013858398,0.000061053586,0.00004037062,0.00025073445,0.94607663],"genre_scores_gemma":[0.07418026,0.05723668,0.012663827,0.0045225355,0.0015404199,0.00012628568,0.00014104265,0.0002018176,0.8493871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9997025,0.00008416186,0.000007844669,0.000031678454,0.00014185454,0.00003187674],"domain_scores_gemma":[0.99958366,0.00019731012,0.00003914679,0.000038336315,0.00007888578,0.00006261286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037678872,0.00056159677,0.00021601345,0.00086787925,0.0013198251,0.0052889627,0.00066960725,0.0012168568,0.014459835],"category_scores_gemma":[0.0007712223,0.00017120205,0.0002219228,0.0009780541,0.001957193,0.0041739373,0.0017301274,0.0021597699,0.0051323697],"study_design_candidate":"qualitative","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":[0.000008280209,0.00011261658,0.0008163144,0.00048503344,0.0000048501033,0.00016769119,0.0105267055,0.0007718839,0.0012113648,0.39872077,0.24920873,0.33796573],"study_design_scores_gemma":[0.0000025297231,0.000024161898,0.00059592765,0.00074861886,0.0000037920122,0.0003801942,0.0022691544,0.0005383778,0.00046622186,0.0344132,0.96054846,0.000009300026],"about_ca_topic_score_codex":0.0014099113,"about_ca_topic_score_gemma":0.0025420866,"teacher_disagreement_score":0.014459835,"about_ca_system_score_codex":0.0015066924,"about_ca_system_score_gemma":0.0023363093,"threshold_uncertainty_score":0.048372984},"labels":[],"label_agreement":null},{"id":"W4323654863","doi":"10.18280/isi.280108","title":"Ranking Threats to Determine the Cost of Protecting Information in a Cybersecurity Environment","year":2023,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Information and Cyber Security","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 security; Ranking (information retrieval); Computer science; Cyber threats; Information security; Internet privacy; Information retrieval","score_opus":0.02112680636379041,"score_gpt":0.23766467799422886,"score_spread":0.21653787163043844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323654863","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":[0.6715775,0.0013307299,0.28717527,0.0007067211,0.00014252099,0.0009418523,0.00059133203,0.0001147156,0.03741936],"genre_scores_gemma":[0.9282802,0.00039306466,0.06917966,0.000029319584,0.000019490177,0.00025918195,0.00015877554,0.000013957843,0.001666387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99070626,0.0046132673,0.00047775786,0.00039186585,0.003312496,0.0004984213],"domain_scores_gemma":[0.97331446,0.0204841,0.002231923,0.0010019086,0.002575197,0.00039235846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069426973,0.00097517995,0.0007333943,0.0067783715,0.0007232175,0.0030001455,0.00088227127,0.0009791888,0.0046115327],"category_scores_gemma":[0.021358136,0.00026665654,0.0010164081,0.0036821754,0.0013553791,0.0026043963,0.0010896386,0.00089505815,0.00031810327],"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":[0.00096450525,0.0010475992,0.11417677,0.0022889627,0.0007533416,0.00067487353,0.0014307314,0.2792104,0.010847491,0.2552793,0.0025814897,0.33074456],"study_design_scores_gemma":[0.000088964174,0.0031621743,0.13882685,0.00060038996,0.0005108995,0.0012947891,0.006900088,0.6909996,0.018664826,0.12829687,0.010338707,0.00031578162],"about_ca_topic_score_codex":0.0017562923,"about_ca_topic_score_gemma":0.0025249203,"teacher_disagreement_score":0.0069426973,"about_ca_system_score_codex":0.0028227337,"about_ca_system_score_gemma":0.0026421943,"threshold_uncertainty_score":0.036716998},"labels":[],"label_agreement":null},{"id":"W4324283722","doi":"10.1504/ijcm.2023.10054746","title":"Comparison of Disclosures and Legitimacy Strategies Employed after a Cybersecurity Incident: The Case of Desjardins","year":2023,"lang":"en","type":"article","venue":"International Journal of Comparative Management","topic":"Information and Cyber Security","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":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Legitimacy; Computer security; Political science; Law; Psychology; Internet privacy; Law and economics; Computer science; Sociology","score_opus":0.037095938442852215,"score_gpt":0.3697517156800296,"score_spread":0.33265577723717743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324283722","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":[0.9951793,0.00008553834,0.00004432265,0.00037328523,0.0000056376593,0.000010204336,0.000018430286,0.0000027118854,0.0042805634],"genre_scores_gemma":[0.9985813,0.0000754469,0.0000877506,0.00006283657,0.0000022177255,0.0000022482284,0.000017525535,0.0000019863794,0.0011687613],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99672544,0.0011317164,0.0001736535,0.00029353215,0.00072767714,0.00094808755],"domain_scores_gemma":[0.991227,0.0030760688,0.002706365,0.0004808228,0.0018211276,0.0006886478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028928707,0.00019567806,0.00021194515,0.0020420514,0.005316294,0.0036001734,0.0010010069,0.0012699855,0.0016409415],"category_scores_gemma":[0.00956724,0.00023314051,0.00016530234,0.0017879801,0.0038430914,0.001320213,0.0022288063,0.0008663367,0.00021417161],"study_design_candidate":"observational","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":[0.00020472692,0.00014052853,0.31565306,0.00015743282,0.000036203197,0.01201968,0.61954015,0.00046909813,0.0033918205,0.009603626,0.0019521706,0.036831502],"study_design_scores_gemma":[0.000010102126,0.00010010505,0.26448667,0.000107226435,0.000024626685,0.0017074731,0.706686,0.0004148218,0.0011039814,0.0005157635,0.024793565,0.00004973607],"about_ca_topic_score_codex":0.45108104,"about_ca_topic_score_gemma":0.54280806,"teacher_disagreement_score":0.54891896,"about_ca_system_score_codex":0.014348382,"about_ca_system_score_gemma":0.0064162114,"threshold_uncertainty_score":0.8969109},"labels":[],"label_agreement":null},{"id":"W4324372449","doi":"10.1177/26338076231161898","title":"The benefits of a cyber-resilience posture on negative public reaction following data theft","year":2023,"lang":"en","type":"article","venue":"Journal of Criminology","topic":"Information and Cyber Security","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":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Harm; Resilience (materials science); Vignette; Psychological resilience; Business; Computer security; Public relations; Psychology; Social psychology; Political science; Computer science","score_opus":0.10061978289282657,"score_gpt":0.3132761775099026,"score_spread":0.21265639461707603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324372449","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":[0.99408925,0.000045384113,0.00011527159,0.00026651754,0.000010639373,0.00002323263,0.000021617103,0.0000035716337,0.005424499],"genre_scores_gemma":[0.99935716,0.00006649963,0.0001025997,0.000066716624,0.0000041605535,0.00001800702,0.000017667746,0.0000022336308,0.00036493025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968892,0.0015431971,0.00012513237,0.00021383497,0.0006531778,0.0005755007],"domain_scores_gemma":[0.9753735,0.012182456,0.0066108056,0.0014108963,0.0017930042,0.0026292307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032839363,0.0003181873,0.0002786729,0.00089189934,0.001761058,0.0026388278,0.000624364,0.0010006622,0.006040349],"category_scores_gemma":[0.021437991,0.0003191327,0.000515951,0.00047867125,0.003473238,0.0015389572,0.002547565,0.002103291,0.0004778211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027025435,0.009682968,0.789403,0.00047871782,0.000233564,0.0012009466,0.11129139,0.00069675624,0.006498119,0.008423258,0.0015839046,0.067804895],"study_design_scores_gemma":[0.000022884771,0.000820686,0.9533041,0.00014680394,0.0001019085,0.0001758111,0.042110287,0.00033340725,0.00077079266,0.00090487505,0.001269247,0.000039086888],"about_ca_topic_score_codex":0.008261594,"about_ca_topic_score_gemma":0.014280504,"teacher_disagreement_score":0.008261594,"about_ca_system_score_codex":0.0021920206,"about_ca_system_score_gemma":0.0021980624,"threshold_uncertainty_score":0.020206928},"labels":[],"label_agreement":null},{"id":"W4328117338","doi":"10.1787/541b58af-en","title":"Key insights for building a skilled cyber security workforce","year":2023,"lang":"en","type":"book-chapter","venue":"OECD skills studies","topic":"Information and Cyber Security","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":"Workforce; Key (lock); Political science; Public relations; Workforce development; Business; Public administration; Computer security; Computer science; Law","score_opus":0.028585117707259453,"score_gpt":0.2860133355016391,"score_spread":0.25742821779437963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328117338","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":[0.017413316,0.017167946,0.017321236,0.21123047,0.0016827676,0.000098341094,0.00038374928,0.00024577926,0.7344563],"genre_scores_gemma":[0.5157087,0.043423377,0.03747281,0.030057825,0.0011923154,0.0004159377,0.0006254286,0.00029985295,0.37080386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905664,0.00031724217,0.000019179888,0.00008599117,0.00017830398,0.0003426531],"domain_scores_gemma":[0.9992287,0.00027415637,0.000044998233,0.00003310341,0.000092611685,0.00032639597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017445284,0.00070750446,0.0002298959,0.0014372714,0.003231878,0.009322516,0.0010279645,0.0030658103,0.024344262],"category_scores_gemma":[0.0017567605,0.0003090111,0.00029084386,0.0016885092,0.0045307325,0.010305251,0.004403636,0.004010025,0.0060498784],"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":[0.000011385681,0.000041565392,0.00035147666,0.00017515596,0.0000022274837,0.00016519224,0.0048716282,0.00029564294,0.0002067638,0.9160183,0.043823358,0.03403729],"study_design_scores_gemma":[0.000010102217,0.000029990486,0.0013673542,0.00074515166,0.0000035330704,0.00015313269,0.02015015,0.00044193884,0.0003106722,0.40430462,0.57246566,0.000017740818],"about_ca_topic_score_codex":0.010855117,"about_ca_topic_score_gemma":0.028724845,"teacher_disagreement_score":0.024344262,"about_ca_system_score_codex":0.0071977526,"about_ca_system_score_gemma":0.011501734,"threshold_uncertainty_score":0.081439674},"labels":[],"label_agreement":null},{"id":"W4360584270","doi":"10.1109/mitp.2023.3236532","title":"Implementing Behavioral Biometrics With TRUST","year":2023,"lang":"en","type":"article","venue":"IT Professional","topic":"Information and Cyber Security","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 Victoria; Queen's University","funders":"","keywords":"Biometrics; Transparency (behavior); Computer security; Internet privacy; Computer science; Business","score_opus":0.04446549516292107,"score_gpt":0.3483600111256233,"score_spread":0.3038945159627022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360584270","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":[0.07036876,0.0007994788,0.825824,0.024883712,0.00097060326,0.0004720592,0.00019561822,0.0064724777,0.07001329],"genre_scores_gemma":[0.82394373,0.00047888153,0.15821645,0.0025801482,0.00021196037,0.00024172285,0.00019628179,0.00036668553,0.013764235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9817114,0.006672129,0.0013343291,0.001610387,0.0068170913,0.0018546714],"domain_scores_gemma":[0.9663216,0.0047757383,0.004541328,0.013615847,0.009103343,0.0016420768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013840655,0.00089776993,0.00055759994,0.0009858899,0.0015390349,0.005509214,0.0019198908,0.0026501531,0.004675698],"category_scores_gemma":[0.041649666,0.000777944,0.0007455414,0.00063314626,0.0022079844,0.011835837,0.007828738,0.0039756126,0.0028509437],"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":[0.0007383628,0.00095561036,0.030137217,0.00066614477,0.00024835224,0.00093294197,0.005019694,0.010659486,0.047864683,0.35857007,0.02688274,0.5173246],"study_design_scores_gemma":[0.0002998876,0.0020465003,0.014432308,0.0015447221,0.00048718354,0.0031585065,0.0039066845,0.13832107,0.14606574,0.38135964,0.30781654,0.0005612323],"about_ca_topic_score_codex":0.0026345192,"about_ca_topic_score_gemma":0.0018113822,"teacher_disagreement_score":0.013840655,"about_ca_system_score_codex":0.0015278166,"about_ca_system_score_gemma":0.0038688232,"threshold_uncertainty_score":0.073197305},"labels":[],"label_agreement":null},{"id":"W4362469203","doi":"10.52340/gs.2023.05.01.28","title":"INFORMATION SECURITY AND CYBER SECURITY","year":2023,"lang":"en","type":"article","venue":"GEORGIAN SCIENTISTS","topic":"Information and Cyber Security","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":"Backdoor; Computer security; Computer science; Security service; Security through obscurity; Security information and event management; Hacker; Malware; Information security; Computer security model; Cloud computing security; Operating system","score_opus":0.00679714599967147,"score_gpt":0.22960726238733456,"score_spread":0.2228101163876631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362469203","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":[0.0031062271,0.1592789,0.0116776675,0.038460016,0.005855766,0.00021671347,0.00039022492,0.00028545054,0.7807291],"genre_scores_gemma":[0.32624045,0.30688632,0.015649589,0.055391952,0.016087523,0.0010025149,0.0012027872,0.00033048273,0.27720836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920046,0.0022630556,0.00050888513,0.0012606756,0.0031548392,0.00080805056],"domain_scores_gemma":[0.99587554,0.0013926737,0.0005434765,0.0008591088,0.0008940179,0.00043515806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027567518,0.0019713112,0.0015318291,0.0028190261,0.0037404578,0.014156346,0.0010738592,0.0068679918,0.027289728],"category_scores_gemma":[0.0051221834,0.00042646655,0.0006577464,0.0038546547,0.016919332,0.012464054,0.006988315,0.0082332315,0.009887985],"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":[0.0000152377015,0.000030589094,0.0004161436,0.00048068978,0.000032121054,0.00017357839,0.00097570027,0.00032866464,0.0002359896,0.879219,0.058617316,0.059475083],"study_design_scores_gemma":[0.0000068420463,0.00004114776,0.0005966098,0.0012139761,0.000014568788,0.00048433538,0.00048666942,0.00016450975,0.00014618647,0.24822924,0.7485927,0.000023230023],"about_ca_topic_score_codex":0.002602851,"about_ca_topic_score_gemma":0.0016686369,"teacher_disagreement_score":0.027289728,"about_ca_system_score_codex":0.0048148157,"about_ca_system_score_gemma":0.006987909,"threshold_uncertainty_score":0.091293216},"labels":[],"label_agreement":null},{"id":"W4362496681","doi":"10.1109/ictas56421.2023.10082731","title":"New Validation of a Cybersecurity Model to Audit the Cybersecurity Program in a Canadian Higher Education Institution","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"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":"Audit; Computer security; Computer science; Capability Maturity Model; Information assurance; Business; Information security; Accounting; Software","score_opus":0.023563305260829105,"score_gpt":0.286065531042175,"score_spread":0.2625022257813459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362496681","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":[0.9355028,0.00020513522,0.028842125,0.0028602215,0.00008436881,0.002756394,0.00085455,0.00056839484,0.0283259],"genre_scores_gemma":[0.9417627,0.00015922167,0.053613633,0.0002248797,0.00000629001,0.00050631573,0.0006871315,0.000045367917,0.0029945238],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9770931,0.008017389,0.0011610278,0.0018593379,0.009946774,0.0019223008],"domain_scores_gemma":[0.9267082,0.018855257,0.005224501,0.007269148,0.03940202,0.0025409448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03420578,0.00085918175,0.00056657,0.0034199303,0.0043887408,0.005265014,0.002315525,0.0008733631,0.0017225172],"category_scores_gemma":[0.061845575,0.00050209183,0.00095775875,0.0027865865,0.0036529985,0.0028290704,0.0030534503,0.002004655,0.00030889298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006412433,0.0024557083,0.62594837,0.000717463,0.00016279398,0.000301912,0.021010486,0.03688696,0.0060236366,0.02447668,0.0064447667,0.27492994],"study_design_scores_gemma":[0.00027817293,0.0024879144,0.73391527,0.0011114465,0.00024816877,0.00023871053,0.034970053,0.16432527,0.01474051,0.0055626365,0.04170559,0.00041629985],"about_ca_topic_score_codex":0.8503046,"about_ca_topic_score_gemma":0.8691509,"teacher_disagreement_score":0.8503046,"about_ca_system_score_codex":0.08623882,"about_ca_system_score_gemma":0.12728444,"threshold_uncertainty_score":0.6257093},"labels":[],"label_agreement":null},{"id":"W4362513283","doi":"10.1007/978-3-031-29786-1_5","title":"Understanding the Role of Human-Related Factors in Security Requirements Elicitation","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Carleton University; Ontario Tech University","funders":"","keywords":"Requirements elicitation; Computer science; Requirements engineering; Quality (philosophy); Requirements management; Context (archaeology); Principal (computer security); Knowledge management; Security engineering; Requirements analysis; Work (physics); Risk analysis (engineering); Process management; Information security; Computer security; Security service; Engineering; Business; Software security assurance; Software","score_opus":0.05763246625800346,"score_gpt":0.27961324269551957,"score_spread":0.22198077643751613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362513283","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":[0.11806527,0.0029302735,0.79254466,0.005111424,0.00006731372,0.00037209046,0.00026241527,0.00038839685,0.080258116],"genre_scores_gemma":[0.7037463,0.0018331741,0.28753188,0.00052694307,0.00003068057,0.0001882333,0.00041866576,0.00009327284,0.005630821],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99652207,0.0021817768,0.00017927663,0.00029458606,0.0006428398,0.00017949441],"domain_scores_gemma":[0.9652884,0.031967722,0.0008686923,0.0006171523,0.0010845991,0.00017349224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005899578,0.00065097195,0.00029682802,0.0012443869,0.00060553325,0.0046200748,0.0010243133,0.0010325541,0.0045282836],"category_scores_gemma":[0.018610895,0.0005712114,0.0006037779,0.0010150167,0.001609259,0.006605423,0.0013533282,0.0016808554,0.0005955696],"study_design_candidate":"qualitative","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":[0.00037757368,0.0004533784,0.0111944275,0.00251332,0.00013738616,0.0012116858,0.02847131,0.04746884,0.027047224,0.32658026,0.006613937,0.54793054],"study_design_scores_gemma":[0.00008075385,0.00038098788,0.02069646,0.0022546335,0.00023472408,0.0013420676,0.027860623,0.31753016,0.02224628,0.5158866,0.09128243,0.00020433929],"about_ca_topic_score_codex":0.0064385235,"about_ca_topic_score_gemma":0.008665014,"teacher_disagreement_score":0.0064385235,"about_ca_system_score_codex":0.00212628,"about_ca_system_score_gemma":0.0023776973,"threshold_uncertainty_score":0.03120035},"labels":[],"label_agreement":null},{"id":"W4362575298","doi":"10.22215/etd/2023-15383","title":"Educators' Perspectives on Cybersecurity Educational Resources","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Variety (cybernetics); Educational resources; Perspective (graphical); Open educational resources; Public relations; Limited resources; Best practice; Knowledge management; Computer science; Political science; Engineering ethics; Pedagogy; Engineering; Business; Sociology; World Wide Web; Risk analysis (engineering)","score_opus":0.00886564957564337,"score_gpt":0.2750202264654245,"score_spread":0.26615457688978117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362575298","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":[0.8402642,0.0033188623,0.004747818,0.030826524,0.00015299069,0.00008765832,0.00010490717,0.00006240978,0.12043463],"genre_scores_gemma":[0.98490936,0.0023068462,0.0016378516,0.0013488914,0.000024258357,0.000031333424,0.000023404666,0.000026338877,0.009691654],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99265784,0.0037997318,0.00034167725,0.0004284498,0.0014736813,0.0012985623],"domain_scores_gemma":[0.98111516,0.011627797,0.0013543111,0.0004917812,0.0024238257,0.0029872349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008701672,0.00036094204,0.00039225095,0.0023762542,0.010423049,0.011237963,0.00082969357,0.002015302,0.0038560338],"category_scores_gemma":[0.012704182,0.0005569707,0.00022324325,0.001536324,0.011138677,0.0062425486,0.004633994,0.0037332592,0.00034536215],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015408683,0.0000672225,0.013544715,0.0001703545,0.000003748619,0.000800399,0.940814,0.00013596177,0.000839127,0.024092438,0.0019697645,0.017546829],"study_design_scores_gemma":[0.000006220107,0.00003635494,0.0046561486,0.00046094225,0.0000097567145,0.00026892472,0.91266024,0.00008724265,0.00058936724,0.0017027586,0.07950271,0.000019369414],"about_ca_topic_score_codex":0.07952917,"about_ca_topic_score_gemma":0.1485114,"teacher_disagreement_score":0.07952917,"about_ca_system_score_codex":0.00990535,"about_ca_system_score_gemma":0.01921039,"threshold_uncertainty_score":0.1581325},"labels":[],"label_agreement":null},{"id":"W4362644476","doi":"10.2139/ssrn.4408196","title":"Reporting Cyber Security Incidents to Police: An Empirical Investigation on Canadian Organizations’ Perspectives","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Université de Sherbrooke","funders":"","keywords":"Computer security; Business; Empirical research; Criminology; Internet privacy; Political science; Computer science; Psychology","score_opus":0.030431200696990627,"score_gpt":0.314620828480491,"score_spread":0.2841896277835004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362644476","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":[0.96427906,0.00086762675,0.00029982717,0.0072382675,0.00006628048,0.00017330969,0.0010837518,0.0000085723805,0.025983304],"genre_scores_gemma":[0.99340785,0.0012844811,0.00037279035,0.0011797537,0.00002458842,0.000072825926,0.00033376596,0.000013704639,0.0033103155],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98505044,0.0035392868,0.0007314005,0.0009191153,0.005959853,0.0037998194],"domain_scores_gemma":[0.9036984,0.025751788,0.013702919,0.0019054553,0.04721103,0.007730378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013331575,0.00057753985,0.0006397735,0.00845432,0.02883742,0.010291307,0.0031501092,0.0017472235,0.0049454863],"category_scores_gemma":[0.079558305,0.0008820368,0.00047651795,0.022510093,0.0059205163,0.0033113116,0.0047259303,0.0043367287,0.0003765772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016756883,0.0001579097,0.33267543,0.0002149437,0.00004188542,0.0005869754,0.63102627,0.00020481956,0.000484957,0.008494475,0.01007716,0.015867673],"study_design_scores_gemma":[0.000015092639,0.000053147778,0.23409252,0.0003404656,0.00004224306,0.00011027599,0.7379642,0.0002879646,0.00027664797,0.00038476376,0.026332231,0.00010045686],"about_ca_topic_score_codex":0.9958002,"about_ca_topic_score_gemma":0.9971117,"teacher_disagreement_score":0.15307759,"about_ca_system_score_codex":0.15307759,"about_ca_system_score_gemma":0.22108842,"threshold_uncertainty_score":0.98230994},"labels":[],"label_agreement":null},{"id":"W4367187667","doi":"10.1007/s43546-023-00477-6","title":"Evaluating the adoption of cybersecurity and its influence on organizational performance","year":2023,"lang":"en","type":"article","venue":"SN Business & Economics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":73,"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 Guelph","funders":"","keywords":"Globe; Business; Balanced scorecard; Structural equation modeling; Computer security; Knowledge management; Computer science; Process management","score_opus":0.029300572389066484,"score_gpt":0.26119269380044524,"score_spread":0.23189212141137877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367187667","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":[0.9992817,0.000026722873,0.000049640894,0.000040136296,0.0000043670716,0.000010969461,0.000016089103,0.0000016459755,0.00056867854],"genre_scores_gemma":[0.99970394,0.000023707755,0.000061986415,0.000011363677,0.000006411037,0.000010981875,0.000035041863,9.664681e-7,0.00014551127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942556,0.0030779424,0.00043702245,0.00035782563,0.0012649004,0.0006067415],"domain_scores_gemma":[0.92907935,0.04132044,0.015910186,0.0016067546,0.004756237,0.00732709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073286872,0.0004541336,0.0003441684,0.0011819472,0.0005709711,0.001969463,0.00044641664,0.0011757829,0.0022983144],"category_scores_gemma":[0.032939408,0.00019753109,0.0008134104,0.0009559009,0.0009483479,0.0013470241,0.00075843476,0.0014751238,0.0004237577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014225192,0.004641929,0.97752714,0.00004810333,0.0003818747,0.00005764489,0.0004336416,0.0018985925,0.0007900767,0.00021609878,0.00014137223,0.012441161],"study_design_scores_gemma":[0.0000676195,0.0072518056,0.985165,0.00002689815,0.00014528183,0.00003465963,0.0013358517,0.004534142,0.0009829055,0.00019644784,0.0002346668,0.000024702345],"about_ca_topic_score_codex":0.003754208,"about_ca_topic_score_gemma":0.006956947,"teacher_disagreement_score":0.0073286872,"about_ca_system_score_codex":0.0014492011,"about_ca_system_score_gemma":0.001845013,"threshold_uncertainty_score":0.038758278},"labels":[],"label_agreement":null},{"id":"W4367672435","doi":"10.36227/techrxiv.21779510.v3","title":"The Cyber Centre, Host and Cloud-Based Sensor Technology - An Analysis","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Government of Canada; Innovation, Science and Economic Development Canada","keywords":"Cyberspace; Cloud computing; Confidentiality; Computer security; Host (biology); Scale (ratio); Order (exchange); Business; Critical infrastructure; Industry 4.0; International trade; Engineering; Computer science; Political science; The Internet; Finance; Geography; Law","score_opus":0.014429745134496675,"score_gpt":0.25054291360653325,"score_spread":0.23611316847203656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367672435","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5660583,0.021226136,0.014785348,0.0038883358,0.00018938571,0.00016826476,0.0027875293,0.00018957148,0.39070714],"genre_scores_gemma":[0.97691727,0.0067976178,0.00156021,0.000150541,0.00005477594,0.00001595966,0.0004960556,0.000050059858,0.013957559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992933,0.000058278136,0.000011422732,0.00006734938,0.00035574465,0.00021385733],"domain_scores_gemma":[0.9989936,0.00021897923,0.00011579666,0.00006135093,0.00045347554,0.00015687066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004136342,0.0003684031,0.0003265117,0.0029014328,0.00080186693,0.00440951,0.0005090182,0.0005848291,0.006437132],"category_scores_gemma":[0.001165687,0.0001539129,0.0005011614,0.005592937,0.0014995921,0.0028974586,0.0010953915,0.00069413974,0.0008457043],"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":[0.0005650097,0.00019065912,0.17992319,0.0006650268,0.00010466066,0.0014146611,0.0014875329,0.03645904,0.0065218355,0.5996348,0.0257965,0.14723706],"study_design_scores_gemma":[0.000029798955,0.0003082075,0.5845832,0.0004679442,0.00020125722,0.0015584897,0.0075094393,0.12459812,0.0068489932,0.05580696,0.21799462,0.00009297953],"about_ca_topic_score_codex":0.16042838,"about_ca_topic_score_gemma":0.17649986,"teacher_disagreement_score":0.16042838,"about_ca_system_score_codex":0.0061640767,"about_ca_system_score_gemma":0.003495771,"threshold_uncertainty_score":0.31898916},"labels":[],"label_agreement":null},{"id":"W4367845296","doi":"10.9734/bpi/ctbef/v5/5653e","title":"If You Can’t Measure it You Can’t Manage it - Quantitative Analysis of Cyber Risk Prediction and Mitigation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Risk management; Data breach; Computer security; Risk analysis (engineering); Computer science; Government (linguistics); Cyber-attack; Vulnerability (computing); Dependency (UML); Actuarial science; Business; Finance","score_opus":0.02164297603893119,"score_gpt":0.23975105583548942,"score_spread":0.21810807979655822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367845296","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":[0.02053525,0.038651507,0.53003025,0.05231365,0.004915835,0.00018780521,0.0020278092,0.0023970536,0.34894085],"genre_scores_gemma":[0.31613418,0.042599503,0.15018205,0.00704888,0.0025015343,0.00028999106,0.0017753809,0.0017314061,0.47773713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999401,0.00012041906,0.000021720718,0.00011726218,0.00030604273,0.000033590793],"domain_scores_gemma":[0.9981616,0.0010096367,0.00017512984,0.00022263062,0.0003490657,0.00008188694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287734,0.0010020436,0.0005452008,0.0013053685,0.00055268226,0.0046501723,0.0011802072,0.0014212481,0.0145564405],"category_scores_gemma":[0.0036166748,0.00051566685,0.0007776208,0.0016401034,0.0021082317,0.008318807,0.0011197473,0.0034865907,0.006556067],"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":[0.000049740636,0.00011398044,0.0060497043,0.0005306624,0.00010751982,0.00020592642,0.0007282375,0.036609057,0.0020246983,0.4954304,0.16521375,0.29293635],"study_design_scores_gemma":[0.00000906612,0.00012474413,0.0042442097,0.0006662192,0.000050839815,0.0005257431,0.0007048108,0.102333605,0.0020829637,0.522507,0.3666589,0.00009183015],"about_ca_topic_score_codex":0.0026451591,"about_ca_topic_score_gemma":0.0026070771,"teacher_disagreement_score":0.0145564405,"about_ca_system_score_codex":0.0017489111,"about_ca_system_score_gemma":0.0012207999,"threshold_uncertainty_score":0.04869616},"labels":[],"label_agreement":null},{"id":"W4372057937","doi":"10.1504/ijcm.2022.130708","title":"Comparison of disclosures and legitimacy strategies employed after a cybersecurity incident: the case of Desjardins","year":2022,"lang":"en","type":"article","venue":"International Journal of Comparative Management","topic":"Information and Cyber Security","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":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Legitimacy; Legitimation; Business; Damages; Scope (computer science); Sample (material); Political science; Law and economics; Law; Economics; Politics; Computer science","score_opus":0.028550037311581906,"score_gpt":0.3492232742414629,"score_spread":0.320673236929881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372057937","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":[0.9951605,0.00008594852,0.000044279484,0.00037314688,0.000005629064,0.000010207219,0.000018543762,0.000002705882,0.004298984],"genre_scores_gemma":[0.99857795,0.00007583539,0.00008793428,0.0000627624,0.0000022076356,0.0000022552667,0.000017626298,0.0000019882814,0.0011713015],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99673504,0.0011275958,0.00017290856,0.00029323224,0.0007245328,0.00094662217],"domain_scores_gemma":[0.9912742,0.003061534,0.0026869986,0.00047797998,0.0018143718,0.00068496604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028847393,0.0001956898,0.00021182395,0.0020459683,0.005323187,0.0035963643,0.0010002585,0.0012679839,0.0016482382],"category_scores_gemma":[0.009524024,0.0002327847,0.0001653452,0.0017921294,0.0038420474,0.0013214357,0.0022259473,0.00086508534,0.00021440412],"study_design_candidate":"observational","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":[0.00020471029,0.00013986029,0.31502694,0.00015750923,0.000036188245,0.012003641,0.62023056,0.00046752513,0.0033729807,0.00963328,0.0019474602,0.036779433],"study_design_scores_gemma":[0.000010071106,0.00009969605,0.26394373,0.00010703887,0.000024567105,0.0017028031,0.7072734,0.00041154507,0.0010976446,0.00051441905,0.02476566,0.000049450373],"about_ca_topic_score_codex":0.45228827,"about_ca_topic_score_gemma":0.5445595,"teacher_disagreement_score":0.54771173,"about_ca_system_score_codex":0.0144026205,"about_ca_system_score_gemma":0.0064253374,"threshold_uncertainty_score":0.8993113},"labels":[],"label_agreement":null},{"id":"W4376880711","doi":"10.1057/s41288-023-00294-w","title":"New advances on cyber risk and cyber insurance","year":2023,"lang":"en","type":"article","venue":"The Geneva Papers on Risk and Insurance Issues and Practice","topic":"Information and Cyber Security","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":"Université de Montréal; HEC Montréal","funders":"","keywords":"Computer science; Business; Computer security","score_opus":0.013029990461258457,"score_gpt":0.2796741497032084,"score_spread":0.26664415924194995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376880711","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":[0.005343505,0.6407766,0.019916015,0.16510211,0.012097704,0.000011984901,0.00009254993,0.000071021095,0.15658857],"genre_scores_gemma":[0.28195405,0.5604017,0.010540847,0.030174525,0.069604255,0.00006638636,0.0001255164,0.000112580856,0.04702024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836546,0.0005505815,0.00008027271,0.00017371877,0.00069546903,0.00013449625],"domain_scores_gemma":[0.99254227,0.005406274,0.00037842483,0.00058534945,0.00074873545,0.0003389607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039706663,0.00077183294,0.0011088818,0.0033496835,0.0011007414,0.0060019284,0.0009918625,0.0048082964,0.012606571],"category_scores_gemma":[0.008806026,0.0003323957,0.0006322637,0.0030339325,0.00972391,0.014083463,0.002261226,0.0070298333,0.0010980896],"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":[0.00001301365,0.000022088187,0.0002117466,0.000148871,0.000009436308,0.00005229737,0.00020536127,0.00043331864,0.00009791116,0.9478308,0.018671254,0.032303974],"study_design_scores_gemma":[0.0000091279835,0.00001648249,0.0003575874,0.00024601188,0.0000075213743,0.000094659874,0.00018859003,0.0008801655,0.000059905586,0.7848883,0.21323839,0.00001315039],"about_ca_topic_score_codex":0.0018576832,"about_ca_topic_score_gemma":0.0022693435,"teacher_disagreement_score":0.012606571,"about_ca_system_score_codex":0.0036685786,"about_ca_system_score_gemma":0.0021423877,"threshold_uncertainty_score":0.042173147},"labels":[],"label_agreement":null},{"id":"W4376958494","doi":"10.1038/s41598-023-35198-1","title":"A holistic and proactive approach to forecasting cyber threats","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Information and Cyber Security","field":"Computer Science","cited_by":39,"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; Huawei Technologies (Canada)","funders":"Defence and Security Accelerator","keywords":"Computer science; Computer security; Cyber threats; Data science; Internet privacy","score_opus":0.07191377940967161,"score_gpt":0.27986953375688334,"score_spread":0.20795575434721172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376958494","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":[0.0831417,0.0014845786,0.89967865,0.0021450869,0.00022933159,0.00018251575,0.0037743687,0.0019871693,0.007376625],"genre_scores_gemma":[0.7548454,0.0007421753,0.23944141,0.00027164258,0.0003332713,0.00015930622,0.0020124486,0.00009578617,0.002098633],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99932337,0.00014432074,0.000059948838,0.00027325356,0.0001442807,0.000054901455],"domain_scores_gemma":[0.99876994,0.0005167877,0.00028304427,0.00013772314,0.00020248604,0.000089929104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013683216,0.0015862173,0.0010334911,0.0035159911,0.00033461658,0.002485054,0.0016243336,0.001304675,0.0022184385],"category_scores_gemma":[0.0037592975,0.00056503894,0.0007875376,0.002226213,0.00059583597,0.00378864,0.0013582148,0.0012828057,0.00072183175],"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":[0.00012274658,0.00029178694,0.030996162,0.00026226076,0.00035599663,0.00019816538,0.0002869289,0.80453223,0.004913979,0.015121887,0.003936544,0.13898139],"study_design_scores_gemma":[0.0000055415285,0.000070258735,0.0046793506,0.000022489408,0.000037280017,0.00004417917,0.00009608478,0.9827188,0.00056472357,0.009921795,0.0018132334,0.000026139023],"about_ca_topic_score_codex":0.0052690688,"about_ca_topic_score_gemma":0.005910181,"teacher_disagreement_score":0.0052690688,"about_ca_system_score_codex":0.000873614,"about_ca_system_score_gemma":0.0008679579,"threshold_uncertainty_score":0.010476828},"labels":[],"label_agreement":null},{"id":"W4377697212","doi":"10.1016/j.prro.2023.05.001","title":"Practical Steps to Mitigate Cybersecurity Attacks on Radiation Oncology Practices","year":2023,"lang":"en","type":"article","venue":"Practical Radiation Oncology","topic":"Information and Cyber Security","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":"Princess Margaret Cancer Centre","funders":"Boston Scientific Corporation","keywords":"Radiation oncology; Medicine; Computer security; Radiation protection; Medical emergency; Medical physics; Internet privacy; Radiation therapy; Computer science; Surgery; Nuclear medicine","score_opus":0.07025174226561001,"score_gpt":0.43869324382633873,"score_spread":0.36844150156072875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377697212","genre_codex":"commentary","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":[0.034259476,0.00736452,0.20804523,0.50772035,0.005614163,0.0027956858,0.0002345146,0.0032917536,0.23067436],"genre_scores_gemma":[0.6051989,0.007735951,0.2776324,0.052969687,0.0016537028,0.0017932073,0.000375972,0.00029015623,0.052349925],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98293674,0.009103508,0.0007644244,0.0008341502,0.004885842,0.0014753395],"domain_scores_gemma":[0.95299274,0.013676464,0.004115542,0.0081117805,0.012993501,0.008109851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015565531,0.0015478978,0.0005037503,0.0023031915,0.0054864665,0.007518608,0.0036886623,0.008033928,0.025598453],"category_scores_gemma":[0.050462555,0.0007284078,0.00084944273,0.00068716257,0.003812391,0.0066292076,0.011171762,0.009918346,0.006261583],"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":[0.0002670505,0.0031788924,0.012212847,0.001489448,0.00020754003,0.0016483307,0.0053128907,0.009372905,0.0052698837,0.16403432,0.25525412,0.54175186],"study_design_scores_gemma":[0.0003104506,0.0013149676,0.012447534,0.0058875578,0.00017587026,0.002479876,0.025632039,0.017277416,0.008108136,0.359208,0.56694984,0.0002082987],"about_ca_topic_score_codex":0.0030380965,"about_ca_topic_score_gemma":0.00531559,"teacher_disagreement_score":0.025598453,"about_ca_system_score_codex":0.0026116178,"about_ca_system_score_gemma":0.022282107,"threshold_uncertainty_score":0.08563542},"labels":[],"label_agreement":null},{"id":"W4378976016","doi":"10.4018/ijisp.324064","title":"A System Dynamics Approach to Evaluate Advanced Persistent Threat Vectors","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Security and Privacy","topic":"Information and Cyber Security","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":"Zayed University; University of Waterloo; Robert Gordon University; Cairo University; University of Windsor; Auckland University of Technology, New Zealand","keywords":"Computer science; Exploit; Sophistication; Computer security; Malware; Social dynamics; System dynamics; Social engineering (security); Cyber threats; Risk analysis (engineering); Artificial intelligence","score_opus":0.01516240223032511,"score_gpt":0.2653896176633567,"score_spread":0.2502272154330316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378976016","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":[0.4789676,0.00026831953,0.49117208,0.0008654278,0.0001454602,0.0014810293,0.0023391412,0.0008539263,0.023906883],"genre_scores_gemma":[0.9451702,0.00008814021,0.051731143,0.000058573547,0.000014111447,0.0008211012,0.00041113206,0.000033201693,0.0016723577],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988593,0.00060553686,0.000069640024,0.00017852821,0.00019871752,0.0000882305],"domain_scores_gemma":[0.9963815,0.0024858902,0.00044336563,0.00017934058,0.00037114584,0.00013866009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024226015,0.0014227105,0.0006412984,0.0023342352,0.000707523,0.0015031012,0.0007781883,0.0011179406,0.004587497],"category_scores_gemma":[0.007144859,0.00034372424,0.0009771818,0.0010935168,0.0007427439,0.0015092345,0.0013529042,0.001491249,0.00025815307],"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":[0.00015869623,0.00036606088,0.026130805,0.00019691161,0.00031767273,0.0001548541,0.0005774262,0.91060185,0.0034924413,0.04000885,0.0012980597,0.016696328],"study_design_scores_gemma":[0.000012826532,0.00018821972,0.0020250732,0.000010866724,0.00001717085,0.000014958156,0.00018344856,0.99162626,0.00036661924,0.004756588,0.0007823698,0.000015615582],"about_ca_topic_score_codex":0.011847844,"about_ca_topic_score_gemma":0.0071676224,"teacher_disagreement_score":0.011847844,"about_ca_system_score_codex":0.001695239,"about_ca_system_score_gemma":0.0015128353,"threshold_uncertainty_score":0.023557782},"labels":[],"label_agreement":null},{"id":"W4379051592","doi":"10.1002/asi.24804","title":"Information misbehavior: How organizations use information to deceive","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Science and Technology","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Wrongdoing; Exploit; Harm; Business; Public relations; Obfuscation; Information sharing; Psychology; Computer science; Computer security; Political science; Social psychology; Law","score_opus":0.008536184276857388,"score_gpt":0.23977804918597037,"score_spread":0.23124186490911297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379051592","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":[0.9707402,0.0013435587,0.00676951,0.004671706,0.000031359534,0.00006053615,0.00041198792,0.00008063212,0.015890382],"genre_scores_gemma":[0.9979296,0.00025531987,0.001029582,0.00016488478,0.000016554204,0.0000098005885,0.00015210368,0.000009465237,0.0004327901],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9900974,0.006300915,0.0005364961,0.0007543189,0.0014498346,0.00086111226],"domain_scores_gemma":[0.8941809,0.063309394,0.027201246,0.0076291305,0.0056265485,0.0020526643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008104035,0.0002817484,0.0002978474,0.0035374304,0.0015867944,0.0068246177,0.00083425036,0.0016537264,0.0021805677],"category_scores_gemma":[0.049334113,0.00025790583,0.00034171814,0.0029152108,0.002619093,0.0066625853,0.0025904656,0.0018035234,0.00042797503],"study_design_candidate":"qualitative","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":[0.00040851597,0.00041874684,0.8249513,0.00031969263,0.00025287428,0.00077065284,0.021438329,0.007570213,0.0017901075,0.031304106,0.0071510365,0.103624426],"study_design_scores_gemma":[0.000095050134,0.0005707685,0.6204492,0.0010384078,0.00032558106,0.001884077,0.10049123,0.11311812,0.0072193057,0.08493415,0.069577955,0.00029613535],"about_ca_topic_score_codex":0.007931673,"about_ca_topic_score_gemma":0.0085864635,"teacher_disagreement_score":0.008104035,"about_ca_system_score_codex":0.0019290963,"about_ca_system_score_gemma":0.001365405,"threshold_uncertainty_score":0.04285878},"labels":[],"label_agreement":null},{"id":"W4379469710","doi":"10.51519/journalisi.v5i2.478","title":"Case Study Analysis of the Use of Cloud Computing for Assessing Big Data Risks","year":2023,"lang":"en","type":"article","venue":"Journal of Information Systems and Informatics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Cloud computing; Big data; Business; Risk assessment; Computer science; Data science; Computer security; Data mining","score_opus":0.22243187675333284,"score_gpt":0.35516956373970066,"score_spread":0.13273768698636781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379469710","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":[0.9666753,0.00042671151,0.010512225,0.00094469055,0.000037361096,0.0012779225,0.00036979164,0.000036191905,0.019719852],"genre_scores_gemma":[0.9826729,0.0004899719,0.013439777,0.0001067078,0.000010866925,0.0003073684,0.0001249634,0.000011214316,0.0028361606],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927192,0.00450477,0.000325559,0.0002997686,0.0014405795,0.00071019767],"domain_scores_gemma":[0.9821938,0.012129503,0.0011844512,0.0008843546,0.0026832009,0.00092466536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072582997,0.0005530891,0.00038142424,0.0039818957,0.0048338235,0.0024563803,0.0017036541,0.0021045334,0.0028143602],"category_scores_gemma":[0.01014403,0.00034859878,0.0007788148,0.0033948163,0.001659955,0.0019816463,0.001751181,0.0011609697,0.00031950287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017757396,0.0066148383,0.26591754,0.0031377284,0.0003724466,0.10199247,0.3436161,0.021433312,0.01906561,0.0565884,0.012386521,0.16709925],"study_design_scores_gemma":[0.00018943829,0.0033812614,0.13302402,0.001996801,0.00032957856,0.018470302,0.7238028,0.032624096,0.020649536,0.007305803,0.05799352,0.00023282069],"about_ca_topic_score_codex":0.017301798,"about_ca_topic_score_gemma":0.02939082,"teacher_disagreement_score":0.017301798,"about_ca_system_score_codex":0.0036959578,"about_ca_system_score_gemma":0.004333318,"threshold_uncertainty_score":0.038385987},"labels":[],"label_agreement":null},{"id":"W4381850486","doi":"10.1007/978-3-031-28150-1","title":"Security and Risk Analysis for Intelligent Edge Computing","year":2023,"lang":"en","type":"book","venue":"Advances in information security","topic":"Information and Cyber Security","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":"Brandon University","funders":"Vanderbilt University; National Science Foundation","keywords":"Computer science; Resource (disambiguation); Enhanced Data Rates for GSM Evolution; Data science; Computer security; Artificial intelligence","score_opus":0.010214348770690045,"score_gpt":0.27134733603385214,"score_spread":0.2611329872631621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381850486","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071230256,0.030882435,0.69374716,0.0041166623,0.0012418085,0.000052068383,0.00028590893,0.0006729114,0.2618781],"genre_scores_gemma":[0.24367486,0.041684594,0.25313526,0.0010915122,0.0026184726,0.00011992164,0.00070668024,0.0005993881,0.4563692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999723,0.00004778756,0.000010466634,0.00003161373,0.00017116629,0.000015990483],"domain_scores_gemma":[0.99945647,0.00033106268,0.000033442713,0.000066257504,0.00009615509,0.000016612485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043701121,0.00079922326,0.00054977805,0.0009040715,0.0003324559,0.0017953431,0.0006945086,0.00076638226,0.011727002],"category_scores_gemma":[0.0016672474,0.0002566345,0.0005054734,0.00096773665,0.00075010984,0.0021500906,0.00069305307,0.0015898916,0.0025917792],"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":[0.000033526343,0.00003507715,0.00037175365,0.0001885554,0.000041064486,0.00015604905,0.0001080445,0.040083118,0.001507466,0.63827366,0.06648062,0.252721],"study_design_scores_gemma":[0.0000028640868,0.000024225741,0.0004088012,0.00010047986,0.00001703158,0.00028220238,0.000047870722,0.08085468,0.0007560177,0.8214635,0.09602612,0.000016169264],"about_ca_topic_score_codex":0.0007885995,"about_ca_topic_score_gemma":0.0007150345,"teacher_disagreement_score":0.011727002,"about_ca_system_score_codex":0.00068131037,"about_ca_system_score_gemma":0.00041981394,"threshold_uncertainty_score":0.039230764},"labels":[],"label_agreement":null},{"id":"W4382204568","doi":"10.2196/41738","title":"Economic Impact of a Hospital Cyberattack in a National Health System: Descriptive Case Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Universidade do Porto","keywords":"Timeline; Business; Data breach; Descriptive statistics; Health care; Public health; Ransomware; Computer security; Actuarial science; Computer science; Medicine; Malware; Economics; Geography; Nursing; Statistics; Economic growth","score_opus":0.07567955093785254,"score_gpt":0.4376072344417622,"score_spread":0.36192768350390964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382204568","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":[0.99209994,0.00044885158,0.0013994339,0.0005591216,0.000011414658,0.0002722046,0.0021150962,0.000009028154,0.0030847325],"genre_scores_gemma":[0.9964037,0.00056180335,0.0011761228,0.000111651934,0.000017394323,0.00017996429,0.0008844271,0.000006651599,0.00065829017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764293,0.0011191465,0.00020936162,0.00021901356,0.00024877963,0.00056074106],"domain_scores_gemma":[0.9903717,0.00664364,0.0016888281,0.00036132574,0.00048729085,0.00044715233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028590602,0.0005569872,0.0005120101,0.0026316592,0.0012860132,0.0020667089,0.0011565044,0.0017629536,0.005095903],"category_scores_gemma":[0.008441044,0.00044302773,0.0013071832,0.0032724708,0.0011444979,0.001575422,0.001773027,0.0014124325,0.00037249332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011421044,0.004961624,0.8323739,0.0017897075,0.00071975036,0.035358522,0.007996864,0.061539136,0.00059538684,0.017361244,0.00987173,0.026289972],"study_design_scores_gemma":[0.00031545083,0.0026711677,0.6597773,0.001990775,0.0006233442,0.022170903,0.12706114,0.14575207,0.0027015244,0.011592012,0.024895776,0.00044859535],"about_ca_topic_score_codex":0.025088727,"about_ca_topic_score_gemma":0.020381413,"teacher_disagreement_score":0.025088727,"about_ca_system_score_codex":0.004770536,"about_ca_system_score_gemma":0.0021983385,"threshold_uncertainty_score":0.049885392},"labels":[],"label_agreement":null},{"id":"W4383551126","doi":"10.1057/s41310-023-00190-8","title":"Cybersecurity disclosure in the banking industry: a comparative study","year":2023,"lang":"en","type":"article","venue":"International Journal of Disclosure and Governance","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Transparency (behavior); Business; Accounting; Index (typography); Corporate governance; Legitimacy; Compliance (psychology); Exploratory research; Public relations; Computer security; Finance; Political science; Computer science; Law","score_opus":0.023080608037358005,"score_gpt":0.3025050426999748,"score_spread":0.2794244346626168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383551126","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":[0.99483705,0.0010423822,0.00003930341,0.00023962162,0.0000049941955,0.000008061926,0.00004543359,8.26771e-7,0.0037823468],"genre_scores_gemma":[0.99901104,0.0005216517,0.000014751974,0.000042485422,0.0000069399935,0.0000020338402,0.00003393506,4.4655735e-7,0.00036664316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846256,0.0008007487,0.000095327014,0.000085208245,0.00026710122,0.00028907534],"domain_scores_gemma":[0.9853217,0.008404461,0.0039659357,0.00034696748,0.0012664001,0.0006945918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020861935,0.00013020055,0.00027832802,0.0023038138,0.0011433924,0.0022421884,0.00035058748,0.000973298,0.006779046],"category_scores_gemma":[0.010369624,0.0001391411,0.00028788642,0.002878693,0.0011625832,0.0020437331,0.0012903123,0.00072875567,0.00037878175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020850883,0.001903166,0.91687393,0.00035163588,0.00020057843,0.0012911116,0.019384496,0.00039846744,0.00092572183,0.0076607303,0.0013904274,0.047534715],"study_design_scores_gemma":[0.00007487781,0.0013331461,0.938548,0.0002780759,0.00021560173,0.0016123065,0.049928095,0.0007312873,0.0007059735,0.0010707355,0.0054786955,0.000023235563],"about_ca_topic_score_codex":0.0046038153,"about_ca_topic_score_gemma":0.008111147,"teacher_disagreement_score":0.006779046,"about_ca_system_score_codex":0.0014842693,"about_ca_system_score_gemma":0.0008190809,"threshold_uncertainty_score":0.022678137},"labels":[],"label_agreement":null},{"id":"W4383617709","doi":"10.1007/978-3-031-35017-7_26","title":"Changing Hearts and Minds: The Role of Cybersecurity Champion Programs in Cybersecurity Culture","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Toronto Metropolitan University","funders":"","keywords":"Champion; Computer security; Computer science; Leverage (statistics); Element (criminal law); Transformational leadership; Information security; Organizational culture; Process (computing); Knowledge management; Business; Public relations; Political science; Law; Artificial intelligence","score_opus":0.015250674933473258,"score_gpt":0.2269247362632124,"score_spread":0.21167406132973915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383617709","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":[0.29519504,0.0034676695,0.004666286,0.07226741,0.0014960964,0.00006646464,0.00002170043,0.000084182,0.6227352],"genre_scores_gemma":[0.96412283,0.00086015515,0.0016201088,0.0036242441,0.0001168078,0.00006487645,0.000013263168,0.000055172728,0.029522523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981653,0.001205974,0.000015958474,0.00013807058,0.00017623391,0.0002984706],"domain_scores_gemma":[0.99594975,0.0019342602,0.00025776855,0.000118869095,0.0001997388,0.0015396615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003010793,0.00030345735,0.00017477515,0.0005053094,0.00519667,0.008279053,0.0012251957,0.001878,0.0107289655],"category_scores_gemma":[0.0060547492,0.00025380286,0.0001767839,0.0005650228,0.013836666,0.0068866373,0.003804716,0.0059987656,0.00068362645],"study_design_candidate":"qualitative","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":[0.00009540898,0.000435748,0.0058152615,0.00012806314,0.00001316082,0.0004667957,0.30764687,0.00025603542,0.001848378,0.48684815,0.032199286,0.16424681],"study_design_scores_gemma":[0.00010180131,0.00031815382,0.02227009,0.0007930109,0.000028688077,0.0006707881,0.38805866,0.0016332526,0.0018017897,0.30120876,0.2830276,0.000087414744],"about_ca_topic_score_codex":0.0023064022,"about_ca_topic_score_gemma":0.0047702123,"teacher_disagreement_score":0.0107289655,"about_ca_system_score_codex":0.0025017015,"about_ca_system_score_gemma":0.0044551445,"threshold_uncertainty_score":0.03589195},"labels":[],"label_agreement":null},{"id":"W4383819014","doi":"10.33423/jabe.v25i3.6197","title":"Cybersecurity Certificate Selection Process: A Data Envelopment Analysis Approach","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","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 security; Certificate; Certification; Data envelopment analysis; Selection (genetic algorithm); Process (computing); Computer science; Business; Operations research; Engineering; Economics; Management","score_opus":0.05415865365433006,"score_gpt":0.24475410664700034,"score_spread":0.19059545299267028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383819014","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":[0.043689363,0.0003858508,0.9516494,0.00060736615,0.000020536665,0.0005308243,0.00033948658,0.000085661624,0.0026914503],"genre_scores_gemma":[0.60816646,0.0010157521,0.3869126,0.00010712341,0.00003452659,0.0010101347,0.0006657156,0.000054312775,0.002033487],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.98802197,0.008570769,0.0005345524,0.0008065322,0.0014809314,0.0005851404],"domain_scores_gemma":[0.97573847,0.019930096,0.0013493778,0.00082858535,0.0019112093,0.00024222594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01931652,0.0017383635,0.0029306752,0.0043913294,0.001237107,0.0045312913,0.0013400804,0.0017648694,0.0028164245],"category_scores_gemma":[0.03329814,0.0008507214,0.0024982744,0.007512874,0.0013044253,0.003107683,0.0023022396,0.0027355081,0.00041991862],"study_design_candidate":"observational","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":[0.00011889128,0.0001949628,0.005406147,0.0002546828,0.00020619963,0.00015957854,0.00059518224,0.8564114,0.00089995953,0.08856332,0.0007834741,0.046406098],"study_design_scores_gemma":[0.000024129615,0.00010917883,0.0009786527,0.000059754642,0.000032794906,0.000026859092,0.00026145618,0.9586505,0.00094355387,0.037212376,0.0016635832,0.000037141446],"about_ca_topic_score_codex":0.012203568,"about_ca_topic_score_gemma":0.0052472125,"teacher_disagreement_score":0.01931652,"about_ca_system_score_codex":0.0044521145,"about_ca_system_score_gemma":0.0080779735,"threshold_uncertainty_score":0.10215676},"labels":[],"label_agreement":null},{"id":"W4383900947","doi":"10.1007/978-3-031-37586-6_23","title":"VIET: A Tool for Extracting Essential Information from Vulnerability Descriptions for CVSS Evaluation","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Vulnerability (computing); Computer science; Vulnerability assessment; Exploit; Process (computing); Artificial intelligence; Machine learning; Computer security; Data mining","score_opus":0.037780391439548755,"score_gpt":0.2976723096424599,"score_spread":0.25989191820291113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383900947","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":[0.019109137,0.00046825895,0.707833,0.00019852779,0.00008824947,0.00074857974,0.03396494,0.22142558,0.01616376],"genre_scores_gemma":[0.11809724,0.00063765055,0.7792364,0.00019814869,0.000056880453,0.0008884221,0.07134624,0.016192785,0.013346246],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988815,0.00020193993,0.000165375,0.0001440415,0.00054439815,0.00006274629],"domain_scores_gemma":[0.9954336,0.0023133894,0.00047100522,0.0007377822,0.00093922147,0.00010491226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015166597,0.0016411132,0.0005808915,0.0075083487,0.00063009537,0.0022867087,0.0011672665,0.0008882047,0.020682223],"category_scores_gemma":[0.009013194,0.00082835107,0.0011312632,0.002605436,0.000445093,0.0030343668,0.0015452956,0.0009167329,0.007622393],"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":[0.0004020025,0.00024668267,0.010690149,0.0026712478,0.00029079797,0.0011964551,0.0015366635,0.016419362,0.025110906,0.019937597,0.17609012,0.74540794],"study_design_scores_gemma":[0.00021093668,0.00042737147,0.013299976,0.001459807,0.00051995355,0.0032791765,0.0015234703,0.31835532,0.105172366,0.054815035,0.50055534,0.0003812677],"about_ca_topic_score_codex":0.004411705,"about_ca_topic_score_gemma":0.0057573332,"teacher_disagreement_score":0.020682223,"about_ca_system_score_codex":0.0008249588,"about_ca_system_score_gemma":0.0019766581,"threshold_uncertainty_score":0.06918889},"labels":[],"label_agreement":null},{"id":"W4384038317","doi":"10.1016/j.techsoc.2023.102309","title":"Investigating the influence of governance determinants on reporting cybersecurity incidents to police: Evidence from Canadian organizations’ perspectives","year":2023,"lang":"en","type":"article","venue":"Technology in Society","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Cybercrime; Law enforcement; Corporate governance; Government (linguistics); Business; Computer security; Public relations; Political science; Law; The Internet; Computer science; Finance","score_opus":0.01695042656886757,"score_gpt":0.2913975566483769,"score_spread":0.2744471300795093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384038317","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":[0.9710259,0.0010510336,0.00023224686,0.0057866257,0.000041836323,0.00005995709,0.0008686249,0.000004659608,0.020929277],"genre_scores_gemma":[0.99719834,0.00073843106,0.00014064276,0.00032980982,0.000009274361,0.0000158838,0.000258303,0.000004471012,0.0013049076],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9922497,0.0013487344,0.00030636977,0.00055639754,0.0025539375,0.0029849315],"domain_scores_gemma":[0.9417322,0.014647878,0.010387525,0.0018223086,0.025174433,0.0062356624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00709035,0.00037746516,0.00041783144,0.0042903135,0.0099913115,0.006173917,0.0018212099,0.0009043205,0.00387333],"category_scores_gemma":[0.038232766,0.0005070983,0.00052679534,0.009713553,0.004235996,0.0018321222,0.0027226873,0.0023622687,0.00020551047],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000889642,0.00010088861,0.9199805,0.00010668224,0.000085899745,0.0002410862,0.05577904,0.00026268905,0.00022871977,0.0072197006,0.004534605,0.011371152],"study_design_scores_gemma":[0.000012318737,0.000024918825,0.85185546,0.00032050154,0.000095927586,0.000046318808,0.13535915,0.00033940945,0.00018827744,0.0005671585,0.011140691,0.000049924063],"about_ca_topic_score_codex":0.99660057,"about_ca_topic_score_gemma":0.9979297,"teacher_disagreement_score":0.09065899,"about_ca_system_score_codex":0.09065899,"about_ca_system_score_gemma":0.17508772,"threshold_uncertainty_score":0.6577801},"labels":[],"label_agreement":null},{"id":"W4384038431","doi":"10.31219/osf.io/xgzy8","title":"Enhancing Public Awareness and Education in Cybersecurity: A Canadian Perspective","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sophistication; Perspective (graphical); Computer security; Cyber threats; Business; Public domain; Public relations; Public security; Domain (mathematical analysis); Security awareness; Political science; Internet privacy; Information security; Computer science; Sociology","score_opus":0.024509380817278062,"score_gpt":0.2856906909089196,"score_spread":0.2611813100916415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384038431","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06145499,0.028406858,0.0032857552,0.47593427,0.0011826354,0.0001014637,0.00040502194,0.00009112381,0.42913792],"genre_scores_gemma":[0.9005094,0.031208208,0.003016521,0.019175798,0.00030258604,0.000047016016,0.00016985505,0.00005061482,0.045520034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939996,0.0010859945,0.00008968106,0.00031231187,0.0018881809,0.0026241909],"domain_scores_gemma":[0.985823,0.0030157445,0.00078162993,0.00032148586,0.0054217563,0.0046364795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005584592,0.0005584115,0.0004994329,0.0038836484,0.014849203,0.008211313,0.0013860645,0.0028943513,0.008559718],"category_scores_gemma":[0.010891088,0.00037786405,0.00050510524,0.004974135,0.010703398,0.0044813887,0.0039190133,0.0050874003,0.00031623335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008113001,0.00017446309,0.01383324,0.0005309123,0.000028643504,0.00034806272,0.018975213,0.0012494496,0.00043259087,0.8027022,0.052277148,0.109367006],"study_design_scores_gemma":[0.00007469557,0.00011399908,0.065110385,0.0025945588,0.00013564983,0.00027446504,0.05257701,0.0013746115,0.00082693197,0.072225206,0.8045047,0.00018778948],"about_ca_topic_score_codex":0.99198884,"about_ca_topic_score_gemma":0.99477744,"teacher_disagreement_score":0.15694723,"about_ca_system_score_codex":0.15694723,"about_ca_system_score_gemma":0.31819093,"threshold_uncertainty_score":0.9778217},"labels":[],"label_agreement":null},{"id":"W4384498849","doi":"10.1177/08404704231187103","title":"Surviving the storm: The key to cyber resilience and incident response in healthcare","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Information and Cyber Security","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":"Nova Scotia Health Authority","funders":"","keywords":"Health care; Resilience (materials science); Ransomware; Key (lock); Business; Computer security; Data breach; Psychological resilience; Knowledge management; Risk analysis (engineering); Computer science; Political science; Psychology; Malware","score_opus":0.018877731953860766,"score_gpt":0.2871757962288872,"score_spread":0.26829806427502645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384498849","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":[0.05793562,0.017006816,0.14599614,0.64615166,0.0050568697,0.00043004012,0.00017602167,0.0006475707,0.1265993],"genre_scores_gemma":[0.9194193,0.011678573,0.039537795,0.020215703,0.0018806442,0.00022293028,0.00011354393,0.00014368555,0.0067878305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892022,0.0071105985,0.0004838315,0.0007311472,0.0013219444,0.0011503409],"domain_scores_gemma":[0.982405,0.009592741,0.0019225952,0.0020397613,0.0015864179,0.002453479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013882076,0.00067430746,0.00059380574,0.0011139675,0.0053127096,0.0137912715,0.0013304859,0.00514387,0.0069022165],"category_scores_gemma":[0.029872006,0.00044745466,0.0005234847,0.0007244708,0.0140602365,0.012777953,0.011188872,0.006717483,0.001517557],"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":[0.00035370828,0.00031546532,0.010400359,0.0017526569,0.00015039548,0.0016999042,0.031853765,0.016074011,0.0031209972,0.6552985,0.05409544,0.22488482],"study_design_scores_gemma":[0.00003615922,0.00040067593,0.0038025377,0.0023377775,0.00005313835,0.0012496067,0.043047674,0.0064264834,0.0023039,0.7171227,0.22308323,0.00013611397],"about_ca_topic_score_codex":0.0015987342,"about_ca_topic_score_gemma":0.0015909964,"teacher_disagreement_score":0.013882076,"about_ca_system_score_codex":0.0027792011,"about_ca_system_score_gemma":0.011518975,"threshold_uncertainty_score":0.07341629},"labels":[],"label_agreement":null},{"id":"W4384696132","doi":"10.22215/etd/2023-15523","title":"Exploring Factors Influencing System Administrators' Security Vulnerability Remediation Decisions","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Vulnerability (computing); Vulnerability assessment; Vulnerability management; Business; Scale (ratio); Computer security; Environmental resource management; Public relations; Process management; Psychology; Political science; Computer science; Social psychology; Geography; Economics","score_opus":0.07805738545887485,"score_gpt":0.2962478212133811,"score_spread":0.21819043575450625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384696132","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":[0.99654156,0.00007691097,0.0005109905,0.0005521574,0.0000064232872,0.00003196238,0.000011051445,0.0000075116823,0.0022614663],"genre_scores_gemma":[0.99931824,0.00007478274,0.00031466671,0.000055859848,0.0000033614658,0.000012079918,0.000008392464,0.000002397813,0.00021025911],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9861437,0.008624801,0.00092211453,0.000703731,0.0018963953,0.0017091379],"domain_scores_gemma":[0.8913504,0.07316003,0.019035248,0.001714529,0.009563116,0.005176718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012211738,0.00033549417,0.00027916033,0.0017426726,0.0026376934,0.0046213954,0.0006068899,0.0008194177,0.0022927588],"category_scores_gemma":[0.06609486,0.0004150209,0.0002944699,0.0009916286,0.0020984146,0.0021530944,0.0019294516,0.0015887856,0.00033112802],"study_design_candidate":"qualitative","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":[0.0000958291,0.00049552467,0.7521513,0.00017410923,0.00006833454,0.00056925125,0.21061206,0.00081329996,0.0021735975,0.0015446929,0.0011827442,0.03011925],"study_design_scores_gemma":[0.000019539782,0.00029784825,0.5013901,0.00025112822,0.00006280041,0.00032113038,0.4859456,0.0024032535,0.0015280831,0.0011189439,0.0065798676,0.00008165417],"about_ca_topic_score_codex":0.004510148,"about_ca_topic_score_gemma":0.006507253,"teacher_disagreement_score":0.012211738,"about_ca_system_score_codex":0.0018175876,"about_ca_system_score_gemma":0.004340426,"threshold_uncertainty_score":0.064582646},"labels":[],"label_agreement":null},{"id":"W4384696412","doi":"10.22215/etd/2023-15533","title":"User Interfaces, Mental Models, and Cybersecurity","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Computer science; SAFER; Mental model; Malware; Set (abstract data type); Human–computer interaction; Presentation (obstetrics); Software; Threat model; Focus (optics); Computer security; Conceptual model; Work (physics); Through-the-lens metering; User interface; Human-centered computing; Psychology; Engineering; Lens (geology); Cognitive science; Information science","score_opus":0.0165017128180734,"score_gpt":0.261625958066961,"score_spread":0.2451242452488876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384696412","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":[0.5612586,0.019866051,0.18178649,0.03885252,0.00043891292,0.0003088275,0.00021265815,0.0005045426,0.1967714],"genre_scores_gemma":[0.9814433,0.002051134,0.013871024,0.00066339213,0.000052278523,0.00011943393,0.00004455431,0.000019625044,0.0017352849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9959214,0.0027649999,0.0001737108,0.00029619114,0.0005959734,0.0002477523],"domain_scores_gemma":[0.9840896,0.012214234,0.0013006895,0.0011565229,0.00075725175,0.00048178187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005459083,0.0006992569,0.0003574094,0.0026722488,0.0013040196,0.009585706,0.0012022428,0.0024587112,0.0034413957],"category_scores_gemma":[0.015848745,0.00043791262,0.00086302013,0.0015075533,0.014117277,0.01042885,0.0035366742,0.0030877437,0.00028361904],"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":[0.00005262031,0.00013453764,0.013491082,0.00051094417,0.00004695088,0.00022195639,0.09471825,0.0019219455,0.0010085801,0.8259807,0.0020747888,0.059837673],"study_design_scores_gemma":[0.000038247344,0.00024424773,0.017881552,0.0009829544,0.00007124192,0.001008855,0.054363918,0.01418283,0.0012664162,0.8599682,0.04983736,0.00015414548],"about_ca_topic_score_codex":0.0026957083,"about_ca_topic_score_gemma":0.0012284853,"teacher_disagreement_score":0.009585706,"about_ca_system_score_codex":0.0023446276,"about_ca_system_score_gemma":0.0015195531,"threshold_uncertainty_score":0.028870761},"labels":[],"label_agreement":null},{"id":"W4384929775","doi":"10.1111/isj.12460","title":"‘What a waste of time’: An examination of cybersecurity legitimacy","year":2023,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Information and Cyber Security","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 Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Legitimacy; Compliance (psychology); Public relations; Business; Computer security; Perception; Political science; Computer science; Psychology; Law; Social psychology; Politics","score_opus":0.015897580695174492,"score_gpt":0.25137293302350033,"score_spread":0.23547535232832584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384929775","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":[0.99318975,0.00008869284,0.0006033966,0.0009068178,0.000016308855,0.000023790402,0.0000192429,0.0000044858934,0.005147504],"genre_scores_gemma":[0.99966323,0.000026858394,0.00014001147,0.000047286667,0.000008261657,0.0000094222505,0.000010603263,0.0000026303549,0.000091795846],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9861807,0.007304414,0.0012623284,0.00077186927,0.003421811,0.0010588123],"domain_scores_gemma":[0.7149115,0.18004073,0.07141496,0.011387317,0.01492836,0.007317087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019328946,0.00019563887,0.00044050356,0.0029787263,0.002714956,0.005953724,0.0010394308,0.0017866531,0.0030188577],"category_scores_gemma":[0.13645577,0.0003272896,0.0005935302,0.0023829103,0.008574911,0.007047456,0.005182473,0.0031865598,0.00018844243],"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":[0.0001654233,0.00062330335,0.8549537,0.00018929968,0.00011697714,0.0002735131,0.10354152,0.00034523994,0.0006917415,0.010076121,0.0006029372,0.028420208],"study_design_scores_gemma":[0.000025131714,0.00026488787,0.83395606,0.00032076662,0.00005660938,0.00025522723,0.14957713,0.0020530403,0.00050301413,0.007923794,0.004980059,0.00008434789],"about_ca_topic_score_codex":0.0036440094,"about_ca_topic_score_gemma":0.004381802,"teacher_disagreement_score":0.019328946,"about_ca_system_score_codex":0.002966939,"about_ca_system_score_gemma":0.0035612076,"threshold_uncertainty_score":0.1022225},"labels":[],"label_agreement":null},{"id":"W4385223965","doi":"10.2196/48220","title":"Evaluating Staff Attitudes, Intentions, and Behaviors Related to Cyber Security in Large Australian Health Care Environments: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Information and Cyber Security","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":"Bivariate analysis; Cronbach's alpha; Descriptive statistics; Psychology; Multicollinearity; Applied psychology; Health care; Pearson product-moment correlation coefficient; Statistics; Mathematics; Regression analysis","score_opus":0.05577814343906383,"score_gpt":0.442565664134923,"score_spread":0.38678752069585914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385223965","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":[0.994103,0.0003920909,0.00226105,0.0001548055,0.0000134555785,0.0020224613,0.00016611455,0.000008224838,0.00087869976],"genre_scores_gemma":[0.9739891,0.001073289,0.012807746,0.0006201767,0.00003610498,0.009740317,0.00023910055,0.000014961525,0.0014791478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9856824,0.008087298,0.001594836,0.00096169126,0.002584254,0.0010894376],"domain_scores_gemma":[0.9770414,0.011095454,0.0036382033,0.0013426531,0.0056738253,0.0012083487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026108887,0.0005979275,0.0010625897,0.0027248051,0.003309329,0.0022459656,0.0015311787,0.0012105827,0.0019647924],"category_scores_gemma":[0.030715657,0.0010344426,0.0011787815,0.0028865917,0.0012884316,0.0013561047,0.0026886913,0.0009899447,0.00037935434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005954965,0.004958623,0.6038844,0.003207398,0.00032680482,0.0009027524,0.29145348,0.00033538553,0.0028433008,0.000680974,0.00092389976,0.08988759],"study_design_scores_gemma":[0.00013356264,0.008052608,0.62402743,0.0016911287,0.00037433568,0.00054332556,0.35182908,0.0021474746,0.0019576226,0.0008537055,0.008267674,0.00012204888],"about_ca_topic_score_codex":0.02295682,"about_ca_topic_score_gemma":0.038866345,"teacher_disagreement_score":0.026108887,"about_ca_system_score_codex":0.003711161,"about_ca_system_score_gemma":0.008161354,"threshold_uncertainty_score":0.13807869},"labels":[],"label_agreement":null},{"id":"W4385226456","doi":"10.2196/49439","title":"Demographic Comparison of Information Security Behavior Toward Health Information System Protection: Survey Study","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Information and Cyber Security","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":"Universitas Indonesia","keywords":"Test (biology); Descriptive statistics; Harm; Psychology; Scale (ratio); Information security; Applied psychology; Affect (linguistics); Gerontology; Environmental health; Social psychology; Statistics; Medicine; Computer science; Computer security; Geography; Mathematics","score_opus":0.12210876739005047,"score_gpt":0.4248576993085959,"score_spread":0.30274893191854546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385226456","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":[0.9992281,0.00002437146,0.0001233336,0.000026741756,0.0000019517192,0.00003671438,0.00024863062,0.0000016190231,0.00030851352],"genre_scores_gemma":[0.99929404,0.000042826887,0.00012810047,0.000038413324,0.000004651952,0.00006986022,0.00026447876,0.0000014179726,0.0001562049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980141,0.0009291895,0.00027473783,0.00022026301,0.00031901163,0.00024274495],"domain_scores_gemma":[0.99419737,0.0018080812,0.0023151154,0.00026938366,0.0007784013,0.00063166185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002453406,0.00019976302,0.00023659036,0.0017068987,0.00043256467,0.00057930517,0.00021249372,0.000507926,0.002184037],"category_scores_gemma":[0.0058954433,0.00028870057,0.00036932444,0.0015085966,0.00039886386,0.0010879397,0.0006251777,0.0005208123,0.0005310493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003032609,0.00011481022,0.9977617,0.000011307558,0.00001472285,0.000025964993,0.0008271304,0.000018403194,0.000099231554,0.000020475109,0.00006851651,0.0010073403],"study_design_scores_gemma":[0.0000029584855,0.00037969853,0.9961888,0.0000069673456,0.000007862675,0.00011748307,0.0028047066,0.00016087922,0.00007315715,0.000011709209,0.00024037299,0.0000054455263],"about_ca_topic_score_codex":0.0019099767,"about_ca_topic_score_gemma":0.0020463606,"teacher_disagreement_score":0.002453406,"about_ca_system_score_codex":0.00042564247,"about_ca_system_score_gemma":0.0004130725,"threshold_uncertainty_score":0.0129749775},"labels":[],"label_agreement":null},{"id":"W4385319554","doi":"10.17261/pressacademia.2023.1735","title":"Are critical success factors for cybersecurity just technical issues Cybersecurity management and the human factor","year":2023,"lang":"en","type":"article","venue":"Pressacademia","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Data breach; Computer security; Business; Vulnerability (computing); Hacker; Reputation; Human error; Harm; Information technology; Risk analysis (engineering); Computer science","score_opus":0.044279849723047146,"score_gpt":0.3438406788359813,"score_spread":0.29956082911293413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385319554","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":[0.8340023,0.021342473,0.008249897,0.0446658,0.0011445443,0.0003918635,0.0009913802,0.0001830082,0.08902872],"genre_scores_gemma":[0.9906544,0.0041928263,0.0009207233,0.00077045284,0.0001743258,0.00004546411,0.00014680838,0.00002853046,0.0030664522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962884,0.0009149323,0.00024091065,0.00051582727,0.0012357237,0.000804172],"domain_scores_gemma":[0.9560962,0.017590372,0.011567152,0.0013816389,0.0048561716,0.0085085705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029916852,0.00081808056,0.0006008939,0.0024887708,0.0020411974,0.0059175193,0.0007466677,0.0014621246,0.02137927],"category_scores_gemma":[0.021852966,0.00040040814,0.0009477319,0.0021590209,0.0033192385,0.0051993425,0.001973792,0.0024489416,0.002245141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021041904,0.00067685614,0.8187498,0.002057985,0.00045880524,0.0010939955,0.008191023,0.0005445881,0.0009717475,0.031203551,0.016123848,0.119717434],"study_design_scores_gemma":[0.000039729428,0.000442202,0.86005247,0.003170433,0.00046170945,0.0018131612,0.038953934,0.001098667,0.0013351942,0.03953775,0.052951116,0.00014363058],"about_ca_topic_score_codex":0.0026983644,"about_ca_topic_score_gemma":0.00432306,"teacher_disagreement_score":0.02137927,"about_ca_system_score_codex":0.0017686816,"about_ca_system_score_gemma":0.005463662,"threshold_uncertainty_score":0.071520746},"labels":[],"label_agreement":null},{"id":"W4385324014","doi":"10.1109/smartworld-uic-atc-scalcom-digitaltwin-pricomp-metaverse56740.2022.00340","title":"Metaverse-AKA: A Lightweight and PrivacyPreserving Seamless Cross-Metaverse Authentication and Key Agreement Scheme","year":2022,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"AKA; Metaverse; Computer science; Key (lock); Scheme (mathematics); Authentication (law); Possible world; Human–computer interaction; Computer security; Virtual reality; Mathematics; Epistemology","score_opus":0.014356010209053494,"score_gpt":0.24676887523172716,"score_spread":0.23241286502267366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385324014","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":[0.028001828,0.00097556994,0.95794755,0.0005321587,0.0004702698,0.00042093487,0.000304872,0.0036016281,0.007745157],"genre_scores_gemma":[0.8468572,0.00063294056,0.13770701,0.00044287203,0.00019385692,0.0004083104,0.0006073605,0.00017999367,0.0129706105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99400854,0.0015545599,0.0007372089,0.0009808429,0.0015707037,0.0011482716],"domain_scores_gemma":[0.9947291,0.0007109746,0.00074516603,0.0024029138,0.00092996156,0.00048199596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036254453,0.00089257606,0.0015502092,0.0019889155,0.0028016528,0.00352988,0.0033553059,0.0024917568,0.005360705],"category_scores_gemma":[0.005481926,0.0007087016,0.0019053083,0.0019437891,0.0020057592,0.011173199,0.012095091,0.0034072064,0.0032493607],"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":[0.00291575,0.0005025206,0.0028189411,0.0007463882,0.00039356135,0.0015345594,0.0020908415,0.033959214,0.09687786,0.57932514,0.014994021,0.26384124],"study_design_scores_gemma":[0.00045824324,0.0012030099,0.0015337783,0.00027791818,0.00037713858,0.003488986,0.0007621319,0.54369265,0.09376611,0.25106606,0.10266862,0.00070527766],"about_ca_topic_score_codex":0.0009439789,"about_ca_topic_score_gemma":0.0006527108,"teacher_disagreement_score":0.005360705,"about_ca_system_score_codex":0.0014178569,"about_ca_system_score_gemma":0.0030612708,"threshold_uncertainty_score":0.019173443},"labels":[],"label_agreement":null},{"id":"W4385338767","doi":"10.1109/access.2023.3296580","title":"A Comparative Assessment of Human Factors in Cybersecurity: Implications for Cyber Governance","year":2023,"lang":"en","type":"article","venue":"IEEE Access","topic":"Information and Cyber Security","field":"Computer Science","cited_by":24,"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; Western University; University of Waterloo","funders":"Zayed University","keywords":"Corporate governance; Computer security; Scholarship; Population; Cyber threats; Business; Political science; Public relations; Knowledge management; Computer science; Medicine; Law; Environmental health","score_opus":0.0892824657039299,"score_gpt":0.41034931693546023,"score_spread":0.32106685123153034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385338767","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":[0.9934341,0.00079613796,0.00048599037,0.0003434242,0.000012980041,0.000020455884,0.00004655509,0.0000018114243,0.0048584305],"genre_scores_gemma":[0.9993457,0.0002585678,0.00021479736,0.00003765688,0.000005998755,0.000015709764,0.000019678599,6.417831e-7,0.000101320664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980317,0.0012107727,0.00008801291,0.00016182479,0.00030147829,0.0002062189],"domain_scores_gemma":[0.99041945,0.0060590217,0.0014687346,0.00035525791,0.0010473795,0.00065012404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034078946,0.00023876173,0.00025619788,0.002545587,0.0012239232,0.0015113134,0.00024681576,0.00043506347,0.0027564636],"category_scores_gemma":[0.011396072,0.00012256911,0.0003997051,0.0026419933,0.0014427423,0.0018279186,0.0014099623,0.0005744009,0.0001210359],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081561295,0.00024031714,0.93349236,0.00012854568,0.000106639665,0.00013395476,0.018903363,0.000227478,0.00037270418,0.0045004883,0.0002323002,0.04158023],"study_design_scores_gemma":[0.0000046650584,0.00029165286,0.94325775,0.00014753798,0.000035926823,0.00012733144,0.052963756,0.0003769903,0.00017874398,0.00094453804,0.0016589076,0.0000121405255],"about_ca_topic_score_codex":0.0056866296,"about_ca_topic_score_gemma":0.008763579,"teacher_disagreement_score":0.0056866296,"about_ca_system_score_codex":0.0009634648,"about_ca_system_score_gemma":0.001294757,"threshold_uncertainty_score":0.018022895},"labels":[],"label_agreement":null},{"id":"W4385770614","doi":"10.1007/978-3-031-28150-1_13","title":"Correction to: Advances in Information Security","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in information security","topic":"Information and Cyber Security","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":"Brandon University","funders":"","keywords":"Computer science; Computer security","score_opus":0.0064771031633409715,"score_gpt":0.2479106769468997,"score_spread":0.24143357378355873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385770614","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007073707,0.0017535008,0.00051877595,0.047035098,0.9246291,0.00002960499,0.0009995176,0.0003985586,0.024565084],"genre_scores_gemma":[0.0036004693,0.004491248,0.0013539457,0.04980639,0.17448677,0.00012314331,0.0013712067,0.0010524256,0.7637144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959943,0.00047780573,0.00039933762,0.00052719447,0.0022407207,0.0003606079],"domain_scores_gemma":[0.97485965,0.003493389,0.0007762505,0.0021722908,0.017398551,0.0012998807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028753334,0.0021790692,0.002097438,0.005644234,0.0043008784,0.0066003064,0.0030778954,0.0072857696,0.14288759],"category_scores_gemma":[0.032027762,0.0008511725,0.0012394642,0.004043057,0.0026142274,0.0035132773,0.0024085806,0.011152871,0.114601],"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":[0.000004850426,0.0000016039688,0.000009193902,0.000035330584,0.0000013271398,0.00001657352,0.000007880147,0.0000149425305,0.000007811444,0.0008081385,0.9966293,0.0024630479],"study_design_scores_gemma":[0.000005725045,0.0000042249358,0.00013120245,0.00008633286,0.0000047759695,0.00004723861,0.000022625034,0.00005257228,0.00005089196,0.0009528639,0.9986349,0.0000066932303],"about_ca_topic_score_codex":0.020718168,"about_ca_topic_score_gemma":0.032603,"teacher_disagreement_score":0.14288759,"about_ca_system_score_codex":0.0057048686,"about_ca_system_score_gemma":0.0067180526,"threshold_uncertainty_score":0.4780066},"labels":[],"label_agreement":null},{"id":"W4386050037","doi":"10.1080/21624887.2023.2243017","title":"<i>CSoS</i> ECR outstanding research article award 2023 winner","year":2023,"lang":"en","type":"article","venue":"Critical Studies on Security","topic":"Information and Cyber Security","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":"Bell (Canada)","funders":"","keywords":"Political science; Sociology","score_opus":0.1368272838737942,"score_gpt":0.4254735701234867,"score_spread":0.28864628624969246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386050037","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003234453,0.0033092,0.00066236226,0.105754286,0.82180876,0.00017457688,0.0005377008,0.00041952086,0.06701009],"genre_scores_gemma":[0.00474535,0.006808089,0.001690581,0.07204706,0.27928978,0.00016637298,0.0014184817,0.0011322617,0.632702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936186,0.00037708427,0.00034550377,0.00045689536,0.0045017,0.0007001704],"domain_scores_gemma":[0.962865,0.0017863126,0.0009933792,0.00067628745,0.024751183,0.0089278715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006565596,0.0012021398,0.0014553823,0.0018792266,0.0022186316,0.010429439,0.0017693555,0.0069276635,0.117012694],"category_scores_gemma":[0.01784791,0.0003884066,0.0014742399,0.0010132544,0.0010747203,0.0021196413,0.0018455092,0.00693629,0.117911406],"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":[0.0000145152635,0.0000056831313,0.000017184173,0.000026394522,0.0000018984889,0.00002109066,0.0000018901932,0.0000071116083,0.000053111646,0.00036796188,0.9960991,0.0033839436],"study_design_scores_gemma":[0.000020238269,0.000029306346,0.00023074828,0.00008690282,0.000006905538,0.000073813986,0.000037645812,0.0000771596,0.000238856,0.00060600846,0.9985777,0.000014691968],"about_ca_topic_score_codex":0.0032292719,"about_ca_topic_score_gemma":0.010635443,"teacher_disagreement_score":0.117012694,"about_ca_system_score_codex":0.0038335123,"about_ca_system_score_gemma":0.009217993,"threshold_uncertainty_score":0.39144647},"labels":[],"label_agreement":null},{"id":"W4386554339","doi":"10.1177/08404704231196137","title":"Human factors in cybersecurity: Designing an effective cybersecurity education program for healthcare staff","year":2023,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Information and Cyber Security","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"London Health Sciences Centre","keywords":"Health care; Human services; Business; Vulnerability (computing); Workforce; Public relations; Computer security; Aviation; Knowledge management; Computer science; Engineering; Political science","score_opus":0.024456414050591836,"score_gpt":0.33997516833390956,"score_spread":0.3155187542833177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386554339","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":[0.7505815,0.0010072411,0.15885095,0.027387623,0.0007821431,0.020614147,0.00021770074,0.0011665863,0.039392103],"genre_scores_gemma":[0.71059954,0.00095658,0.26728454,0.0024880618,0.00011695776,0.007505576,0.00016169381,0.000051185725,0.010835776],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978029,0.0012304186,0.00008072712,0.00013829966,0.0002658007,0.00048179593],"domain_scores_gemma":[0.9958835,0.00072287687,0.00023883142,0.00012332256,0.00048271,0.0025487223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005493978,0.00038208294,0.00017067217,0.00057763845,0.0022866009,0.0016162251,0.0013147948,0.0010983245,0.0052448437],"category_scores_gemma":[0.0062547745,0.00030124784,0.00026485758,0.00024888842,0.00070047844,0.0013208418,0.0027300257,0.0012452981,0.0010280478],"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":[0.00043660201,0.017495021,0.031105936,0.0017878051,0.000035912617,0.00054550584,0.014923327,0.007843936,0.013650172,0.0082002,0.015869252,0.8881063],"study_design_scores_gemma":[0.0038755455,0.058627207,0.19862777,0.006952146,0.00047413041,0.0020105701,0.17930242,0.07106816,0.06789423,0.028594147,0.38211438,0.00045935146],"about_ca_topic_score_codex":0.002017216,"about_ca_topic_score_gemma":0.004635356,"teacher_disagreement_score":0.005493978,"about_ca_system_score_codex":0.002169861,"about_ca_system_score_gemma":0.021022934,"threshold_uncertainty_score":0.029055297},"labels":[],"label_agreement":null},{"id":"W4386574019","doi":"10.1016/j.im.2023.103860","title":"How “What you think you know about cybersecurity” can help users make more secure decisions","year":2023,"lang":"en","type":"article","venue":"Information & Management","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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 British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; J.P. Bickell Foundation","keywords":"Computer security; Security information and event management; Security through obscurity; Bounded rationality; Information security; Internet privacy; Computer science; Cloud computing security; Business; Cloud computing","score_opus":0.01297987289631386,"score_gpt":0.2395290600320922,"score_spread":0.22654918713577835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386574019","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":[0.19586857,0.0042867614,0.075851716,0.32175222,0.0040353322,0.00022524047,0.0005474335,0.0009748961,0.39645788],"genre_scores_gemma":[0.9227397,0.0021868504,0.021669801,0.03686782,0.000587111,0.00009762816,0.0003450501,0.00020383834,0.015302156],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99052143,0.005712532,0.0003743286,0.00077673275,0.001923061,0.00069194124],"domain_scores_gemma":[0.9756108,0.011075363,0.0022893606,0.0016308817,0.0065230853,0.0028704272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008410002,0.0006256907,0.00046812097,0.0014723297,0.003240804,0.010353171,0.0008561862,0.0037600033,0.016687771],"category_scores_gemma":[0.04139342,0.0004889094,0.0009693519,0.00094934955,0.0046943845,0.0146609135,0.0029132876,0.005063461,0.0048884223],"study_design_candidate":"observational","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":[0.0005742523,0.0015349397,0.11284064,0.0015794868,0.0010652922,0.0011311208,0.10105609,0.0028021927,0.007577945,0.17326136,0.22166763,0.37490907],"study_design_scores_gemma":[0.00017795607,0.00049642706,0.05131089,0.0017681663,0.00081114226,0.001400116,0.13644004,0.0077440045,0.0075198007,0.44138852,0.35034475,0.00059817976],"about_ca_topic_score_codex":0.0059249015,"about_ca_topic_score_gemma":0.007354075,"teacher_disagreement_score":0.016687771,"about_ca_system_score_codex":0.0017963287,"about_ca_system_score_gemma":0.0036421106,"threshold_uncertainty_score":0.055826187},"labels":[],"label_agreement":null},{"id":"W4386707599","doi":"10.32920/24132645.v1","title":"Bridging the Bubbles: Connecting Academia and Industry in Cybersecurity Research","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Toronto Metropolitan University; Vector Institute","funders":"Connaught Fund","keywords":"Bridging (networking); Bridge (graph theory); Industry 4.0; Computer science; Knowledge management; Knowledge transfer; Engineering management; Engineering; Computer security","score_opus":0.13138961883992226,"score_gpt":0.3817761053924541,"score_spread":0.2503864865525318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386707599","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":[0.04168804,0.034076046,0.076981135,0.7870322,0.005762013,0.00027476368,0.000108984044,0.0005288902,0.053547926],"genre_scores_gemma":[0.80725634,0.021564938,0.055248026,0.09271564,0.0030388243,0.00089104974,0.00024292457,0.00043678496,0.01860562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9274554,0.055879075,0.0016519777,0.0027970262,0.00755384,0.0046626353],"domain_scores_gemma":[0.8267924,0.14159623,0.0052297036,0.005868155,0.009751011,0.010762558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07136841,0.00083834684,0.0010498491,0.007875164,0.012339999,0.03471399,0.0024446736,0.01544042,0.014426644],"category_scores_gemma":[0.08297234,0.0013910453,0.00090149575,0.0067477794,0.019440407,0.07555977,0.037136924,0.014562556,0.0026088567],"study_design_candidate":"qualitative","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":[0.00020868961,0.00026666364,0.005494837,0.0014682406,0.000065214794,0.0013049528,0.2207131,0.0005329089,0.0020086428,0.47673646,0.08178157,0.20941877],"study_design_scores_gemma":[0.00005970232,0.00017704589,0.0017691822,0.0023030208,0.000038989452,0.0003274147,0.23174149,0.0010325937,0.00087465177,0.35597113,0.40561885,0.000085926105],"about_ca_topic_score_codex":0.002345673,"about_ca_topic_score_gemma":0.003611254,"teacher_disagreement_score":0.07136841,"about_ca_system_score_codex":0.008660743,"about_ca_system_score_gemma":0.023660164,"threshold_uncertainty_score":0.37743676},"labels":[],"label_agreement":null},{"id":"W4386707865","doi":"10.32920/24132645","title":"Bridging the Bubbles: Connecting Academia and Industry in Cybersecurity Research","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Vector Institute","funders":"Connaught Fund","keywords":"Bridging (networking); Bridge (graph theory); Industry 4.0; Knowledge management; Computer science; Engineering management; Engineering; Business; Computer security","score_opus":0.13138961883992226,"score_gpt":0.3817761053924541,"score_spread":0.2503864865525318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386707865","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":[0.04168804,0.034076046,0.076981135,0.7870322,0.005762013,0.00027476368,0.000108984044,0.0005288902,0.053547926],"genre_scores_gemma":[0.80725634,0.021564938,0.055248026,0.09271564,0.0030388243,0.00089104974,0.00024292457,0.00043678496,0.01860562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9274554,0.055879075,0.0016519777,0.0027970262,0.00755384,0.0046626353],"domain_scores_gemma":[0.8267924,0.14159623,0.0052297036,0.005868155,0.009751011,0.010762558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07136841,0.00083834684,0.0010498491,0.007875164,0.012339999,0.03471399,0.0024446736,0.01544042,0.014426644],"category_scores_gemma":[0.08297234,0.0013910453,0.00090149575,0.0067477794,0.019440407,0.07555977,0.037136924,0.014562556,0.0026088567],"study_design_candidate":"qualitative","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":[0.00020868961,0.00026666364,0.005494837,0.0014682406,0.000065214794,0.0013049528,0.2207131,0.0005329089,0.0020086428,0.47673646,0.08178157,0.20941877],"study_design_scores_gemma":[0.00005970232,0.00017704589,0.0017691822,0.0023030208,0.000038989452,0.0003274147,0.23174149,0.0010325937,0.00087465177,0.35597113,0.40561885,0.000085926105],"about_ca_topic_score_codex":0.002345673,"about_ca_topic_score_gemma":0.003611254,"teacher_disagreement_score":0.07136841,"about_ca_system_score_codex":0.008660743,"about_ca_system_score_gemma":0.023660164,"threshold_uncertainty_score":0.37743676},"labels":[],"label_agreement":null},{"id":"W4386712325","doi":"10.1007/978-3-031-40953-0_14","title":"Patterns for Integrating NIST 800-53 Controls into Security Assurance Cases","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Critical Systems Labs; University of Toronto","funders":"","keywords":"NIST; Argument (complex analysis); Computer science; Computer security; Argumentation theory; Software security assurance; Information systems security; Information security; Security service; Information system; Epistemology; Law; Political science; Natural language processing","score_opus":0.01703731185328174,"score_gpt":0.2628120376287509,"score_spread":0.24577472577546913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386712325","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":[0.07656382,0.00024113854,0.7861041,0.002469083,0.00024825626,0.0028807037,0.0040213857,0.015283063,0.11218837],"genre_scores_gemma":[0.21084249,0.00018888932,0.7642606,0.00032425404,0.000034395554,0.00082325237,0.003957483,0.00094277994,0.018625926],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9945363,0.0011761677,0.0009495511,0.00063739205,0.002265508,0.0004351302],"domain_scores_gemma":[0.98962563,0.0042620227,0.0011794236,0.0026713149,0.0019271795,0.0003345045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036344463,0.0006812234,0.00037719554,0.003739255,0.0011660075,0.0038745278,0.0015497222,0.0017699989,0.011777493],"category_scores_gemma":[0.01771185,0.0007626303,0.0008643104,0.0024130691,0.0012794427,0.004613727,0.0022772916,0.0015684263,0.0032464617],"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":[0.00042462812,0.0008234403,0.025949623,0.00067085185,0.000065053784,0.0021270541,0.004512513,0.01055603,0.018136157,0.32917637,0.05562397,0.55193436],"study_design_scores_gemma":[0.0001585041,0.0005052492,0.015195683,0.0016810251,0.000206616,0.004617997,0.004723571,0.15442838,0.05554157,0.36810672,0.3946086,0.00022619728],"about_ca_topic_score_codex":0.0043814485,"about_ca_topic_score_gemma":0.008746021,"teacher_disagreement_score":0.011777493,"about_ca_system_score_codex":0.0013163083,"about_ca_system_score_gemma":0.0025788269,"threshold_uncertainty_score":0.039399624},"labels":[],"label_agreement":null},{"id":"W4387123605","doi":"10.1109/rew57809.2023.00045","title":"Eliciting a Security Architecture Requirements Baseline from Standards and Regulations","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Software security assurance; Computer science; Computer security; Security testing; Risk analysis (engineering); Security service; Security information and event management; Reference architecture; Enterprise information security architecture; Software architecture; Cloud computing security; Software; Information security; Business; Cloud computing","score_opus":0.015898162917846733,"score_gpt":0.2762081612652078,"score_spread":0.26030999834736107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387123605","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":[0.2143213,0.00040125725,0.702702,0.008413814,0.000111447545,0.0072569633,0.0018410641,0.0012322873,0.06371987],"genre_scores_gemma":[0.34433502,0.00044345114,0.6439444,0.0006785016,0.000030427751,0.0030511543,0.0022957947,0.00018512065,0.005036232],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9703894,0.014317625,0.0021830502,0.0011759001,0.010631826,0.0013021186],"domain_scores_gemma":[0.93922645,0.036815457,0.004017341,0.0040152515,0.015060634,0.0008648623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02126709,0.0011936977,0.00051058707,0.0042487686,0.0023555267,0.0037322026,0.0016824772,0.0025943778,0.0021633303],"category_scores_gemma":[0.049976338,0.0010907188,0.0011255972,0.0019242659,0.0017451572,0.0042650644,0.0043113786,0.0029736964,0.0010570774],"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":[0.000458131,0.0020867793,0.025212998,0.0033474583,0.00013061876,0.010169307,0.078205585,0.10394626,0.12090576,0.2562823,0.025113711,0.37414113],"study_design_scores_gemma":[0.00024964512,0.0011289766,0.01957116,0.0037833892,0.00016158754,0.0037835804,0.06946891,0.36523634,0.08310422,0.15181284,0.30114847,0.0005509641],"about_ca_topic_score_codex":0.007984504,"about_ca_topic_score_gemma":0.010924594,"teacher_disagreement_score":0.02126709,"about_ca_system_score_codex":0.0048396117,"about_ca_system_score_gemma":0.013889181,"threshold_uncertainty_score":0.112472475},"labels":[],"label_agreement":null},{"id":"W4388200214","doi":"10.32873/uno.dc.sd.12.01.1084","title":"Deterrence in cyberspace: A Game-Theoretic Approach","year":2021,"lang":"en","type":"article","venue":"Space and Defense","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Cyberspace; Stackelberg competition; Game theory; Deterrence (psychology); Denial; Deterrence theory; Situational ethics; Computer security; Investment (military); Microeconomics; Economics; Law and economics; Computer science; Political science; Social psychology; The Internet; Psychology; Law; Politics","score_opus":0.009458244856403113,"score_gpt":0.22021669004414812,"score_spread":0.210758445187745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388200214","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":[0.019961841,0.0021598784,0.83336884,0.0062992475,0.00027859025,0.00025566536,0.00020071556,0.00006927211,0.13740595],"genre_scores_gemma":[0.8127936,0.00427187,0.15069386,0.0015672818,0.00053492055,0.0009232648,0.00013851025,0.000060072623,0.029016627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983322,0.0009845322,0.00004877714,0.00019109485,0.00029217903,0.00015119744],"domain_scores_gemma":[0.9982474,0.0012799266,0.00014860724,0.00006718605,0.000136388,0.00012046431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018248142,0.001528954,0.001227633,0.0011081157,0.0011771495,0.0036642083,0.0023769857,0.0031970902,0.0060415114],"category_scores_gemma":[0.0038855341,0.00059415255,0.0012788196,0.00094329607,0.004685448,0.004713172,0.0025012256,0.003885748,0.0005951764],"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":[0.000009096115,0.000032254804,0.00014525857,0.000059982,0.000014750547,0.000058794587,0.00014911682,0.057736292,0.0001647415,0.93768835,0.0009523397,0.002988945],"study_design_scores_gemma":[0.000022707736,0.000038908438,0.000093958435,0.000048769594,0.000010983582,0.00005815054,0.00013687125,0.19618055,0.00008177549,0.797479,0.0058298134,0.000018506878],"about_ca_topic_score_codex":0.00434763,"about_ca_topic_score_gemma":0.003968704,"teacher_disagreement_score":0.0060415114,"about_ca_system_score_codex":0.0031241118,"about_ca_system_score_gemma":0.0025887708,"threshold_uncertainty_score":0.02266717},"labels":[],"label_agreement":null},{"id":"W4388374211","doi":"10.2307/jj.8306248.78","title":"A View from the Quarter-Deck at the National Security Agency","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Quarter (Canadian coin); Agency (philosophy); Deck; National security; Political science; Geography; Engineering; Sociology; Archaeology; Law; Social science; Structural engineering","score_opus":0.033999447511370295,"score_gpt":0.2511803661391274,"score_spread":0.21718091862775712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388374211","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":[0.00055977475,0.020775413,0.0007437856,0.037001587,0.0070287925,0.000011252665,0.00012225624,0.0001293524,0.93362784],"genre_scores_gemma":[0.0060883355,0.0063167075,0.0003543382,0.0062676636,0.00067393726,0.000007663111,0.000047836336,0.00010656933,0.98013693],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997243,0.000067703186,0.0000073501033,0.000047930473,0.00009888114,0.000053687472],"domain_scores_gemma":[0.9997831,0.000051636678,0.0000068115605,0.0000142420895,0.00009217153,0.00005205537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705155,0.00061980146,0.000391221,0.00088995876,0.006193653,0.00869052,0.00058424997,0.0029761642,0.07899855],"category_scores_gemma":[0.00077153544,0.0003956229,0.00038054076,0.000990783,0.0014365402,0.0060160942,0.0014141095,0.007535795,0.025627688],"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":[0.000010486289,0.000013801751,0.000038722,0.000022103271,9.743208e-7,0.000035052475,0.0004133381,0.000045566965,0.000072515875,0.110357136,0.86891025,0.020080116],"study_design_scores_gemma":[7.4784094e-7,0.0000031301486,0.000045988072,0.00003737157,6.930416e-7,0.000021983362,0.00032236238,0.00002580359,0.00001986107,0.0047201402,0.99479973,0.000002184104],"about_ca_topic_score_codex":0.029908558,"about_ca_topic_score_gemma":0.09092861,"teacher_disagreement_score":0.07899855,"about_ca_system_score_codex":0.004308154,"about_ca_system_score_gemma":0.0034524633,"threshold_uncertainty_score":0.2642765},"labels":[],"label_agreement":null},{"id":"W4388448100","doi":"10.1007/978-981-99-7032-2_11","title":"QR-SACP: Quantitative Risk-Based Situational Awareness Calculation and Projection Through Threat Information Sharing","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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 Saskatchewan; Queen's University","funders":"","keywords":"Situation awareness; Situational ethics; Computer science; Dependency (UML); Service (business); Situation analysis; Risk analysis (engineering); Order (exchange); Computer security; Information sharing; Operations research; Engineering; Artificial intelligence; Business; World Wide Web","score_opus":0.03502598899926332,"score_gpt":0.28682321746120937,"score_spread":0.2517972284619461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388448100","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":[0.0038239844,0.000092792456,0.9832829,0.00006213717,0.000055469078,0.00010739637,0.00042455658,0.0076568574,0.0044938526],"genre_scores_gemma":[0.13082586,0.00019278275,0.8603661,0.000067974404,0.00004112144,0.00022705726,0.001420726,0.00072104984,0.0061374516],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99909055,0.00018437803,0.000045649173,0.00013068302,0.00049327017,0.000055514705],"domain_scores_gemma":[0.998808,0.0004804166,0.00007062091,0.0002672408,0.00031497524,0.000058753067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011793374,0.0009389723,0.0011228342,0.0012145257,0.00046804175,0.0017238386,0.0016078079,0.0006121257,0.016214786],"category_scores_gemma":[0.003994687,0.0005286625,0.0006838728,0.001415665,0.0004589558,0.0019682231,0.0025038728,0.0011632484,0.0041524447],"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":[0.00023337835,0.00017162073,0.0012113949,0.00040289765,0.000106828425,0.00013606959,0.00033575314,0.11920359,0.010168944,0.04282448,0.032588292,0.7926168],"study_design_scores_gemma":[0.000022581049,0.00006898798,0.00070348923,0.000034680077,0.000022700779,0.00015619205,0.00007203121,0.95015866,0.0073083322,0.029363526,0.012049598,0.000039171915],"about_ca_topic_score_codex":0.002493406,"about_ca_topic_score_gemma":0.0024207076,"teacher_disagreement_score":0.016214786,"about_ca_system_score_codex":0.00047615444,"about_ca_system_score_gemma":0.0011147822,"threshold_uncertainty_score":0.054243863},"labels":[],"label_agreement":null},{"id":"W4388483149","doi":"10.1109/secdev56634.2023.00034","title":"Bridging the Bubbles: Connecting Academia and Industry in Cybersecurity Research","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Toronto Metropolitan University","funders":"","keywords":"Bridging (networking); Bridge (graph theory); Computer science; Industry 4.0; Key (lock); Knowledge management; Knowledge transfer; Engineering management; Computer security; Engineering","score_opus":0.07511924763826515,"score_gpt":0.3608888038607861,"score_spread":0.2857695562225209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388483149","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039272264,0.049685948,0.079528324,0.7788359,0.006786023,0.0003337561,0.000098498866,0.0004934623,0.044965815],"genre_scores_gemma":[0.8029064,0.026031492,0.050449565,0.1032236,0.003605499,0.001066186,0.00021412405,0.00039946032,0.012103555],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.88576096,0.08930895,0.0029120455,0.0042391634,0.0105847325,0.0071940804],"domain_scores_gemma":[0.72860086,0.22351317,0.008216196,0.0082436185,0.016174719,0.015251426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.105503716,0.0010606368,0.0015327645,0.0108625395,0.015430817,0.038399793,0.0034635684,0.018342212,0.013624655],"category_scores_gemma":[0.11411214,0.0018431724,0.0011002,0.008367249,0.02459738,0.09078853,0.049674142,0.01989267,0.002649699],"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":[0.00021494184,0.00031622712,0.006210312,0.0019943826,0.0000898543,0.0012225086,0.28787425,0.0004817622,0.0017353358,0.4520107,0.0588054,0.18904431],"study_design_scores_gemma":[0.000066424036,0.00022605083,0.001646014,0.0036647227,0.000047732785,0.0003777676,0.29713112,0.0009818217,0.00061502535,0.35085833,0.3442716,0.000113416565],"about_ca_topic_score_codex":0.0026137498,"about_ca_topic_score_gemma":0.003795932,"teacher_disagreement_score":0.105503716,"about_ca_system_score_codex":0.011076207,"about_ca_system_score_gemma":0.028523037,"threshold_uncertainty_score":0.5579636},"labels":[],"label_agreement":null},{"id":"W4388506400","doi":"10.18757/jisss.2021.1.5554","title":"Editorial","year":2021,"lang":"en","type":"editorial","venue":"Journal of Integrated Security and Safety Science","topic":"Information and Cyber Security","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":"Scope (computer science); Rebranding; Editorial board; Political science; Section (typography); Value (mathematics); Engineering ethics; Library science; Computer science; Engineering; Business; Marketing; Advertising","score_opus":0.00454901987892653,"score_gpt":0.23871543822649274,"score_spread":0.2341664183475662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388506400","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004329829,0.0015769493,0.00010346531,0.013267933,0.9820417,0.00001682371,0.00004181537,0.000057853707,0.0028501442],"genre_scores_gemma":[0.00090271607,0.0033696573,0.00017227924,0.017245315,0.9493971,0.000027328108,0.00008975826,0.000094479044,0.028701477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945359,0.00065973203,0.000558256,0.0007743192,0.0031117413,0.00035996997],"domain_scores_gemma":[0.9748438,0.0047997194,0.0011579354,0.00088924845,0.014588584,0.0037207487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045412504,0.0024796438,0.0018548198,0.0026986327,0.0032660782,0.0069813663,0.0021740007,0.006083381,0.0313474],"category_scores_gemma":[0.030969735,0.0006374053,0.0014352594,0.0010033112,0.0015201935,0.0036927478,0.001343067,0.009398337,0.030869117],"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":[0.000020022844,0.000009075729,0.000027841552,0.00011181765,0.000005164201,0.000103629056,0.00001301466,0.00001503481,0.000051771032,0.00037410707,0.99263376,0.0066347765],"study_design_scores_gemma":[0.000018335362,0.000015518799,0.000108045584,0.00025169482,0.0000103699585,0.00029498767,0.0000395351,0.000064860156,0.0001210411,0.0008616418,0.99820423,0.000009818734],"about_ca_topic_score_codex":0.0006079904,"about_ca_topic_score_gemma":0.0016193187,"teacher_disagreement_score":0.0313474,"about_ca_system_score_codex":0.0019630997,"about_ca_system_score_gemma":0.0032472536,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4388827121","doi":"10.5539/cis.v16n4p1","title":"The Evolution of Information Security Strategies: A Comprehensive Investigation of INFOSEC Risk Assessment in the Contemporary Information Era","year":2023,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","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":"Computer science; Harmonization; Information assurance; Information security; Risk analysis (engineering); Information security management system; Information security management; Knowledge management; Risk management; Management science; Data science; Computer security; Security information and event management; Business; Cloud computing security; Engineering","score_opus":0.015175729165860467,"score_gpt":0.25985260303105434,"score_spread":0.24467687386519388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388827121","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":[0.5922272,0.056324236,0.1060989,0.035226736,0.00015521627,0.0005219144,0.00023556607,0.00014532047,0.20906484],"genre_scores_gemma":[0.9698037,0.010854201,0.017082473,0.0005873543,0.000044928594,0.00009288792,0.000046492907,0.00001606182,0.0014718676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99180084,0.0041118795,0.0004299472,0.0004103696,0.0028786953,0.00036834087],"domain_scores_gemma":[0.9877101,0.0073569794,0.0019774141,0.000524476,0.002124387,0.00030666197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011215879,0.0007598824,0.00056054484,0.009340262,0.00189053,0.010159627,0.00082279823,0.0020339303,0.0010940009],"category_scores_gemma":[0.012712512,0.0003188602,0.0005495745,0.005061953,0.006771707,0.013365671,0.0030717538,0.0018107943,0.00013635086],"study_design_candidate":"observational","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":[0.00009630298,0.00028230454,0.04970212,0.0012224464,0.00023100991,0.00053163804,0.028903505,0.017613705,0.0024744011,0.5550537,0.002694726,0.34119403],"study_design_scores_gemma":[0.000021459988,0.00091456145,0.11237177,0.0057558273,0.0003063225,0.0014760449,0.11834944,0.054210883,0.0041008913,0.5999658,0.10227849,0.00024855274],"about_ca_topic_score_codex":0.003217449,"about_ca_topic_score_gemma":0.0042151413,"teacher_disagreement_score":0.011215879,"about_ca_system_score_codex":0.0063340156,"about_ca_system_score_gemma":0.0048786253,"threshold_uncertainty_score":0.05931598},"labels":[],"label_agreement":null},{"id":"W4389028921","doi":"10.54097/hset.v70i.12166","title":"Application Analysis of Security Technology in Computer Software Development","year":2023,"lang":"en","type":"article","venue":"Highlights in Science Engineering and Technology","topic":"Information and Cyber Security","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; Computer security; Order (exchange); Field (mathematics); Network security; Key (lock); Computer technology; Information technology; Network Access Control; Information security; Computer security model; Software; Cloud computing security; Risk analysis (engineering); Business; Multimedia; Cloud computing","score_opus":0.004318305271183437,"score_gpt":0.20960668121615886,"score_spread":0.20528837594497543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389028921","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":[0.51394695,0.007259829,0.32046664,0.0018841475,0.0001614973,0.0004484206,0.00038404565,0.0006276082,0.15482095],"genre_scores_gemma":[0.9503137,0.002976512,0.041007888,0.00004570721,0.000028049693,0.00009548558,0.00014574899,0.0000393378,0.0053475737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989868,0.00034189963,0.00005948474,0.00010028228,0.00040566133,0.00010590072],"domain_scores_gemma":[0.997174,0.001691148,0.00022113396,0.00014178093,0.00070871064,0.000063257525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010176988,0.00032940978,0.00018343706,0.004698526,0.000542407,0.0016389661,0.00024643602,0.00036926492,0.0027337815],"category_scores_gemma":[0.0055540553,0.0001680705,0.0005153519,0.0037702143,0.0006272921,0.0017072904,0.00057858095,0.00050633686,0.00043408087],"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":[0.00016269644,0.00024876132,0.08759307,0.0009437062,0.00012388096,0.0009487071,0.003393429,0.05817959,0.009999351,0.35500723,0.0044658054,0.4789338],"study_design_scores_gemma":[0.000030548188,0.00045746946,0.09475753,0.0008833365,0.00028303062,0.0015110082,0.005200249,0.6018932,0.023468502,0.19553766,0.075884506,0.00009298346],"about_ca_topic_score_codex":0.003113195,"about_ca_topic_score_gemma":0.0013997976,"teacher_disagreement_score":0.004698526,"about_ca_system_score_codex":0.0016620916,"about_ca_system_score_gemma":0.0013631287,"threshold_uncertainty_score":0.012059391},"labels":[],"label_agreement":null},{"id":"W4389132462","doi":"10.22369/issn.2153-4136/14/2/3","title":"Cybersecurity Training for Users of Remote Computing","year":2023,"lang":"en","type":"article","venue":"The Journal of Computational Science Education","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; Alliance de recherche numérique du Canada; University of Toronto; Innovation, Science and Economic Development Canada","keywords":"Training (meteorology); Computer science; Computer security","score_opus":0.03960024998868238,"score_gpt":0.33389860327551085,"score_spread":0.29429835328682846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389132462","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":[0.68506294,0.0019394051,0.06030983,0.08327607,0.0007077318,0.00043428724,0.000057275727,0.001035272,0.16717723],"genre_scores_gemma":[0.9576255,0.0014026687,0.021006947,0.003871971,0.00015591331,0.00013488207,0.0000505882,0.00007098789,0.01568048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99854386,0.0007143198,0.00004423613,0.00010062986,0.00022742283,0.00036940989],"domain_scores_gemma":[0.9921483,0.002602752,0.0008121044,0.0008549895,0.0008741747,0.002707677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021318346,0.00031074052,0.00019983237,0.0004058631,0.002262976,0.0016165198,0.00079962664,0.0016710287,0.018467935],"category_scores_gemma":[0.009981873,0.00021606681,0.00024184237,0.00024277899,0.0014343228,0.00315726,0.0029905846,0.0030205229,0.0036507796],"study_design_candidate":"observational","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":[0.00029466033,0.004239426,0.0784839,0.0010315097,0.000024384546,0.0012503488,0.06455106,0.0032691678,0.020712746,0.03918311,0.073777445,0.7131823],"study_design_scores_gemma":[0.00015152631,0.004612459,0.17250034,0.00449482,0.00006888062,0.0066127162,0.118136406,0.018336719,0.02405233,0.1008291,0.5499116,0.00029310884],"about_ca_topic_score_codex":0.0007215082,"about_ca_topic_score_gemma":0.0018004888,"teacher_disagreement_score":0.018467935,"about_ca_system_score_codex":0.00056016113,"about_ca_system_score_gemma":0.0023160207,"threshold_uncertainty_score":0.061781406},"labels":[],"label_agreement":null},{"id":"W4389191885","doi":"10.22215/etd/2023-15777","title":"Risk Score Aggregation for Security Evaluation in Network Environments","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Aggregate (composite); Computer science; Network security; Information aggregation; Data mining; Computer security","score_opus":0.01932617000697077,"score_gpt":0.2780622375975427,"score_spread":0.25873606759057194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389191885","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":[0.029470341,0.0010112164,0.9625463,0.00032362816,0.00009829038,0.00030900122,0.000275956,0.00064134895,0.005323868],"genre_scores_gemma":[0.50551057,0.0007305852,0.49129745,0.00010079119,0.00014881462,0.00041957857,0.0005651709,0.000112913614,0.0011142187],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9850011,0.0069179856,0.0011781123,0.0012346824,0.005166539,0.0005016205],"domain_scores_gemma":[0.9756724,0.012954175,0.003608807,0.0027521912,0.004313364,0.0006990722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012237637,0.0023616415,0.0019330141,0.00724628,0.0009692956,0.0039310097,0.0010884223,0.0009851003,0.0018143879],"category_scores_gemma":[0.04069736,0.00042250103,0.001474831,0.005824511,0.001345155,0.0033193536,0.002871927,0.0021044603,0.0004449096],"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":[0.00022920873,0.00029783812,0.019525178,0.0005139403,0.000777779,0.00023260473,0.0009221506,0.4781576,0.0037993614,0.08711627,0.0048845103,0.40354353],"study_design_scores_gemma":[0.000021037873,0.0002848229,0.008221318,0.00017207734,0.00015886605,0.000121277815,0.0002740957,0.87664515,0.0027380646,0.106779076,0.004484291,0.000099891586],"about_ca_topic_score_codex":0.0027445795,"about_ca_topic_score_gemma":0.0023788942,"teacher_disagreement_score":0.012237637,"about_ca_system_score_codex":0.0022468786,"about_ca_system_score_gemma":0.0016664085,"threshold_uncertainty_score":0.06471962},"labels":[],"label_agreement":null},{"id":"W4389193083","doi":"10.22215/etd/2023-15855","title":"Leveraging the MITRE ATT&amp;CK Framework to Enhance Organizations Cyberthreat Detection Procedures","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Adversary; Computer security; Computer science; Adversarial system; Threat model; Artificial intelligence","score_opus":0.010030956320496187,"score_gpt":0.28204329315423976,"score_spread":0.2720123368337436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389193083","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":[0.03332852,0.000092799666,0.947379,0.00069475936,0.00003770059,0.0004282669,0.00003782076,0.0025035334,0.015497632],"genre_scores_gemma":[0.3761925,0.000108332584,0.6162524,0.00015359458,0.00001591418,0.00014539089,0.00008403016,0.00032828993,0.006719509],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952442,0.001965033,0.00022582873,0.00060628663,0.0014762654,0.000482465],"domain_scores_gemma":[0.99435717,0.0020349568,0.0007594845,0.0015484989,0.00091686175,0.00038297218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004091187,0.00066694536,0.00040273875,0.0010525675,0.0010889916,0.0028515335,0.0021698496,0.0011866185,0.0041494346],"category_scores_gemma":[0.00942827,0.0004079556,0.0006207148,0.00031167007,0.0022917795,0.004481308,0.0029802306,0.0020450621,0.00087411114],"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":[0.00037658188,0.00090371666,0.009008879,0.0004875767,0.0000738959,0.00035354195,0.0049461657,0.38588473,0.032971967,0.26479232,0.0052909222,0.2949096],"study_design_scores_gemma":[0.000041760053,0.0004606111,0.0027034713,0.00015997307,0.000051446932,0.000386578,0.0010827298,0.8855474,0.017267145,0.047294397,0.0449043,0.00010023699],"about_ca_topic_score_codex":0.0056183473,"about_ca_topic_score_gemma":0.009420662,"teacher_disagreement_score":0.0056183473,"about_ca_system_score_codex":0.0019752814,"about_ca_system_score_gemma":0.0032789863,"threshold_uncertainty_score":0.021636546},"labels":[],"label_agreement":null},{"id":"W4389487273","doi":"10.9734/ajeba/2023/v23i231176","title":"A Regressional Study on the Impact of Organizational Security Culture and Transformational Leadership on Social Engineering Awareness among Bank Employees: The Interplay of Security Education and Behavioral Change","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Economics Business and Accounting","topic":"Information and Cyber Security","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Independent Electricity System Operator","funders":"","keywords":"Transformational leadership; Security awareness; Organizational culture; Public relations; Business; Information security; Likert scale; Security management; Social engineering (security); Knowledge management; Computer security; Political science; Psychology; Computer science; Finance","score_opus":0.038805281640290644,"score_gpt":0.28715368569560995,"score_spread":0.2483484040553193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389487273","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":[0.99815,0.000052598298,0.0001555112,0.00016835194,0.000009734143,0.000034555916,0.000046014546,0.0000028552192,0.0013804266],"genre_scores_gemma":[0.998901,0.000073929135,0.00012840655,0.000079685655,0.0000070668407,0.00004887186,0.00003928882,0.0000023841415,0.00071947713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996691,0.0017989958,0.0001628336,0.00026660165,0.00051382143,0.0005667587],"domain_scores_gemma":[0.9802484,0.011246439,0.0028963787,0.0009394878,0.0027732595,0.0018959553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041145496,0.00044767992,0.0003284806,0.0014579035,0.0018269367,0.0015885488,0.0005753425,0.0004919842,0.0043602805],"category_scores_gemma":[0.012760833,0.00036244595,0.0011660408,0.0010894347,0.0013569503,0.0012993315,0.0012036104,0.001943004,0.0006461885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016553224,0.0020917724,0.9581141,0.00007672421,0.00014108943,0.0001879687,0.023386426,0.00011345594,0.0003619327,0.00053171546,0.0005457422,0.014283551],"study_design_scores_gemma":[0.00001797535,0.0009961397,0.9478024,0.000088462075,0.00012465852,0.00011371121,0.048052944,0.00065383356,0.0005099921,0.00017968673,0.0014406607,0.000019421217],"about_ca_topic_score_codex":0.011101809,"about_ca_topic_score_gemma":0.014065545,"teacher_disagreement_score":0.011101809,"about_ca_system_score_codex":0.0017648604,"about_ca_system_score_gemma":0.0031383708,"threshold_uncertainty_score":0.022074401},"labels":[],"label_agreement":null},{"id":"W4389638892","doi":"10.34190/ecrm.22.1.1490","title":"Navigating the Intersection of Innovation and Cybersecurity: A Framework","year":2023,"lang":"en","type":"article","venue":"European Conference on Research Methodology for Business and Management Studies","topic":"Information and Cyber Security","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Maturity (psychological); Business; Computer security; Revenue; Process (computing); Risk analysis (engineering); Computer science; Finance; Political science","score_opus":0.45247092443408643,"score_gpt":0.49682182095365773,"score_spread":0.0443508965195713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389638892","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":[0.0662787,0.029221583,0.4254834,0.096855566,0.0008692612,0.0008497713,0.0007690124,0.0003883019,0.37928447],"genre_scores_gemma":[0.8047846,0.013331165,0.17291464,0.0019069676,0.0003123781,0.0007446195,0.00029236823,0.000079302255,0.0056339037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99614584,0.0022589553,0.00018974433,0.0005072463,0.00046502374,0.00043317786],"domain_scores_gemma":[0.9952366,0.002751884,0.0006178016,0.0001672653,0.0005804075,0.00064617005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047163498,0.0017274036,0.00079365465,0.012781593,0.0058540944,0.016180174,0.0026873245,0.0041759396,0.0070849606],"category_scores_gemma":[0.0045406558,0.00064998434,0.0015177231,0.009150126,0.02483611,0.01974446,0.008265471,0.0046985038,0.0010142568],"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":[0.0000058023306,0.000024958337,0.0013386426,0.000103826984,0.000008441874,0.00012462448,0.0026019453,0.0010463587,0.000091077,0.9869201,0.00078947644,0.0069447625],"study_design_scores_gemma":[0.000011703721,0.000046405756,0.0018843283,0.0007037944,0.000026280133,0.0002543841,0.012633398,0.008686836,0.00014192905,0.9300553,0.045519833,0.000035765737],"about_ca_topic_score_codex":0.016053684,"about_ca_topic_score_gemma":0.015125562,"teacher_disagreement_score":0.016180174,"about_ca_system_score_codex":0.010280336,"about_ca_system_score_gemma":0.012769716,"threshold_uncertainty_score":0.07458943},"labels":[],"label_agreement":null},{"id":"W4390038577","doi":"10.1080/0144929x.2023.2295950","title":"Not all information security-related stresses are equal: the effects of challenge and hindrance stresses on employees’ compliance with information security policies","year":2023,"lang":"en","type":"article","venue":"Behaviour and Information Technology","topic":"Information and Cyber Security","field":"Computer Science","cited_by":8,"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":"Postdoctoral Research Foundation of China; China Postdoctoral Science Foundation; Ministry of Education of the People's Republic of China; Federation for the Humanities and Social Sciences","keywords":"Moderation; Regulatory focus theory; Compliance (psychology); Promotion (chess); Business; Information security; Public relations; Positive relationship; Psychology; Social psychology; Computer security; Political science; Computer science","score_opus":0.011487000016829278,"score_gpt":0.2447141387468089,"score_spread":0.2332271387299796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390038577","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":[0.9971819,0.0000762468,0.00033225826,0.00035620516,0.000011422472,0.000012472626,0.000014309238,0.000005332855,0.0020099354],"genre_scores_gemma":[0.9995426,0.00003691059,0.00011830192,0.000064245585,0.000005213715,0.000011268738,0.000014844153,0.000001881409,0.00020478261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99517846,0.0016319108,0.0003736411,0.00044858875,0.0015566538,0.00081078545],"domain_scores_gemma":[0.9779587,0.009104411,0.00645224,0.0015000212,0.0018762429,0.0031084346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035920218,0.00049707084,0.00042550048,0.0005771222,0.001516969,0.0022455384,0.0004072874,0.00094225816,0.0023055826],"category_scores_gemma":[0.014565739,0.000379602,0.0007213129,0.00048797528,0.0020408323,0.0014235494,0.0024154072,0.0016579254,0.00022331924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041600768,0.00077024865,0.93507975,0.0002204884,0.00033506754,0.00025377213,0.023046764,0.0005640289,0.006454268,0.0020971973,0.0003631154,0.030399207],"study_design_scores_gemma":[0.000010278565,0.00021868163,0.9880679,0.000060779752,0.000060511793,0.00004256692,0.008724949,0.00072448736,0.0006964407,0.00068007444,0.0006891384,0.000024036919],"about_ca_topic_score_codex":0.005825066,"about_ca_topic_score_gemma":0.008471278,"teacher_disagreement_score":0.005825066,"about_ca_system_score_codex":0.0011515651,"about_ca_system_score_gemma":0.0036026991,"threshold_uncertainty_score":0.018996716},"labels":[],"label_agreement":null},{"id":"W4390195383","doi":"10.18280/ijsse.130603","title":"Advancing Public Health Monitoring through Secure and Efficient Wearable Technology","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":4,"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":"Wearable computer; Wearable technology; Computer security; Public health; Computer science; Internet privacy; Risk analysis (engineering); Medical emergency; Engineering; Business; Medicine; Embedded system; Nursing","score_opus":0.009034837945384592,"score_gpt":0.2491549311561156,"score_spread":0.240120093210731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390195383","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":[0.08014014,0.009168121,0.8583876,0.0042334176,0.0012840154,0.0005842002,0.0006921649,0.0034541655,0.042056154],"genre_scores_gemma":[0.7597574,0.009317285,0.21258774,0.0013171356,0.0005709428,0.0006255803,0.00056323095,0.00011803159,0.01514259],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989221,0.00030280376,0.000096712705,0.00021448692,0.00035257818,0.000111393485],"domain_scores_gemma":[0.9991398,0.00018940096,0.00014830583,0.00019506668,0.00026661667,0.000060886934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007972372,0.00061611895,0.0004359617,0.00093894766,0.00041180744,0.001650549,0.0008497086,0.0010171274,0.003282462],"category_scores_gemma":[0.0018138784,0.00031122172,0.00051986426,0.00078899675,0.00040283546,0.0024917852,0.0017063307,0.0007465556,0.001484808],"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":[0.0005453046,0.00035246785,0.01705784,0.001750368,0.00017108672,0.0011401317,0.0012036691,0.007733297,0.1452281,0.03724919,0.022556981,0.7650116],"study_design_scores_gemma":[0.00025194362,0.0028683427,0.03876688,0.0020385329,0.00072055374,0.0058694715,0.0024409844,0.21021764,0.254265,0.0571204,0.42506173,0.0003785041],"about_ca_topic_score_codex":0.00043286497,"about_ca_topic_score_gemma":0.00042775922,"teacher_disagreement_score":0.003282462,"about_ca_system_score_codex":0.00035827386,"about_ca_system_score_gemma":0.00050389726,"threshold_uncertainty_score":0.010980904},"labels":[],"label_agreement":null},{"id":"W4390195424","doi":"10.18280/ijsse.130614","title":"A Review of Cybersecurity Management Standards Applied in Higher Education Institutions","year":2023,"lang":"en","type":"review","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"","keywords":"Computer security; Business; Engineering; Computer science; Forensic engineering; Engineering management","score_opus":0.03199201802095218,"score_gpt":0.32400897023162367,"score_spread":0.2920169522106715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390195424","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":[0.00025497287,0.99621505,0.00045463233,0.0005573269,0.00020831921,0.000024859784,0.0000528782,0.000014127094,0.0022178744],"genre_scores_gemma":[0.0015375803,0.9970432,0.0006766208,0.00023103086,0.00008666236,0.000018348424,0.000058497535,0.0000034911807,0.00034462588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981938,0.0003384893,0.00041188038,0.00017670378,0.0007977286,0.00008145022],"domain_scores_gemma":[0.99481934,0.0026387111,0.0007530879,0.00012141839,0.0015302952,0.00013717994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214806,0.00088523625,0.0012771459,0.008302937,0.0005894402,0.0017281404,0.0013399031,0.0012734114,0.0030919546],"category_scores_gemma":[0.0067135165,0.0005454178,0.0008356423,0.010406251,0.0007699424,0.0023740104,0.00081728614,0.0012799754,0.0012749351],"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":[0.000040247698,0.000071432485,0.0004987702,0.05662414,0.00009788724,0.0001097441,0.00023942738,0.000670629,0.0009547894,0.009684103,0.023637308,0.9073715],"study_design_scores_gemma":[0.000009188886,0.00012312463,0.0030242752,0.044873606,0.00027903606,0.000508432,0.00023025757,0.00017662845,0.0007712931,0.0027664118,0.9471967,0.000041121257],"about_ca_topic_score_codex":0.0046190335,"about_ca_topic_score_gemma":0.007341725,"teacher_disagreement_score":0.008302937,"about_ca_system_score_codex":0.0018967288,"about_ca_system_score_gemma":0.006590053,"threshold_uncertainty_score":0.017001748},"labels":[],"label_agreement":null},{"id":"W4390562594","doi":"10.20944/preprints202401.0185.v1","title":"STRIDE-Based Cybersecurity Threat Modeling, Risk Assessment and Treatment of an Infotainment High Performance Computing (HPC) System","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer security; Computer science; STRIDE; Process (computing); Threat model; Hazard; Automotive industry; Risk assessment; Spoofing attack; Risk analysis (engineering); Engineering; Business","score_opus":0.060036758261810826,"score_gpt":0.323058494228604,"score_spread":0.2630217359667932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390562594","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":[0.2777716,0.000522167,0.69653624,0.00084563874,0.000067609944,0.00041648754,0.00040639672,0.0009765575,0.022457343],"genre_scores_gemma":[0.8821978,0.000458539,0.11041457,0.0000830845,0.000014051806,0.00023375585,0.00034555033,0.00006818877,0.006184476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993894,0.00019743515,0.00003437131,0.00007162926,0.00023362237,0.00007346797],"domain_scores_gemma":[0.9990489,0.00045262527,0.00012744949,0.00009757289,0.00022840008,0.000045038294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011787107,0.0009411092,0.00040515626,0.0014396906,0.0005246843,0.0016605804,0.00086858287,0.0008535388,0.0017067256],"category_scores_gemma":[0.0022067355,0.0003923255,0.0012830299,0.00039403772,0.0006913152,0.0015789166,0.0012731914,0.0010306018,0.00024947381],"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":[0.000091459224,0.000113153976,0.00450317,0.00012128473,0.00007437271,0.00027330732,0.0003866815,0.9238955,0.004219959,0.039841607,0.000971598,0.025507884],"study_design_scores_gemma":[0.000007400417,0.000080228216,0.0006776135,0.000033319968,0.000024810608,0.0000968652,0.0001210613,0.98529786,0.0026095107,0.0087728845,0.0022613744,0.000017018401],"about_ca_topic_score_codex":0.00674172,"about_ca_topic_score_gemma":0.0047740964,"teacher_disagreement_score":0.00674172,"about_ca_system_score_codex":0.0010962193,"about_ca_system_score_gemma":0.0014486678,"threshold_uncertainty_score":0.013404965},"labels":[],"label_agreement":null},{"id":"W4390646755","doi":"10.23977/jeis.2023.080611","title":"The Application of Information Technology Empowering Management in Cybersecurity Construction for Higher Education","year":2023,"lang":"en","type":"article","venue":"Journal of Electronics and Information Science","topic":"Information and Cyber Security","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":"Informatization; Information security; Information security management; Computer security; Security information and event management; Higher education; Network security; Information technology; Key (lock); Engineering management; Security management; Knowledge management; Computer science; Cloud computing security; Engineering; Political science; World Wide Web; Cloud computing","score_opus":0.004912561239274438,"score_gpt":0.2657927671789171,"score_spread":0.2608802059396427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390646755","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":[0.22104989,0.0026555713,0.23861559,0.023581779,0.00036262098,0.0004151636,0.000032527616,0.00029678596,0.51299006],"genre_scores_gemma":[0.9712961,0.0008975102,0.021041919,0.00026688958,0.000054207474,0.00006903268,0.000009053364,0.000012526942,0.0063527515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99680823,0.0017194438,0.00014265359,0.00022347007,0.00068266055,0.00042352363],"domain_scores_gemma":[0.996421,0.0016961639,0.000601129,0.00044871532,0.00029865597,0.00053441204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003933225,0.00032502812,0.00016779124,0.001826774,0.003113781,0.0062866155,0.00059583056,0.0010902528,0.0042435997],"category_scores_gemma":[0.0039062947,0.00019483766,0.000324994,0.0014690924,0.0058815842,0.0050258785,0.005088928,0.0016771826,0.00047758405],"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":[0.000017316655,0.0001712656,0.005291357,0.00019495605,0.000011094704,0.00038142377,0.010387513,0.0024142638,0.0015761552,0.8564168,0.0016355867,0.12150213],"study_design_scores_gemma":[0.000035263285,0.00036143573,0.012896493,0.0011566468,0.000039639184,0.00093150756,0.02655598,0.014407766,0.009838061,0.60317826,0.33050042,0.00009837006],"about_ca_topic_score_codex":0.00069062045,"about_ca_topic_score_gemma":0.0011009307,"teacher_disagreement_score":0.0062866155,"about_ca_system_score_codex":0.0032017177,"about_ca_system_score_gemma":0.005067073,"threshold_uncertainty_score":0.023230255},"labels":[],"label_agreement":null},{"id":"W4391014603","doi":"10.2139/ssrn.4678481","title":"Cybersecurity Investment Externality","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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; RTDS Technologies (Canada)","funders":"","keywords":"Externality; Shock (circulatory); Computer security; Investment (military); Business; Data breach; Economics; Microeconomics; Law; Political science; Computer science; Politics","score_opus":0.0076409500361875465,"score_gpt":0.24185189045803945,"score_spread":0.23421094042185192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391014603","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":[0.47024262,0.001128091,0.009284746,0.008712029,0.00038802577,0.00013068304,0.0030454854,0.00053888233,0.50652945],"genre_scores_gemma":[0.9538384,0.00082241796,0.0003307655,0.00060373207,0.00014817697,0.000026956763,0.0008895406,0.00003177104,0.043308266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993273,0.00010197,0.000034885816,0.000113387396,0.00021250226,0.00020998507],"domain_scores_gemma":[0.9968635,0.00092642393,0.000972327,0.00026998116,0.00051235914,0.000455361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077879295,0.00036798787,0.00034581666,0.0014002849,0.00032893592,0.0029983046,0.00029589393,0.0011739932,0.029020509],"category_scores_gemma":[0.0044694343,0.00020670512,0.00040158094,0.0012599294,0.00050789065,0.0019666932,0.0012004811,0.0020165192,0.0023310138],"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":[0.0010905756,0.00096171803,0.17242886,0.00053514785,0.00048794117,0.001955879,0.00036715562,0.04720504,0.007627816,0.55219245,0.05828812,0.15685934],"study_design_scores_gemma":[0.00022004961,0.0010956263,0.28388774,0.00045440064,0.0005552321,0.0033883401,0.002159733,0.050397135,0.01465323,0.35586834,0.28718787,0.00013236771],"about_ca_topic_score_codex":0.0010606495,"about_ca_topic_score_gemma":0.0015938925,"teacher_disagreement_score":0.029020509,"about_ca_system_score_codex":0.001739284,"about_ca_system_score_gemma":0.0011594373,"threshold_uncertainty_score":0.09708333},"labels":[],"label_agreement":null},{"id":"W4391018487","doi":"10.33416/baybem.1374001","title":"BUILDING A CYBER SECURITY CULTURE FOR RESILIENT ORGANIZATIONS AGAINST CYBER ATTACKS","year":2024,"lang":"en","type":"article","venue":"İşletme Ekonomi ve Yönetim Araştırmaları Dergisi","topic":"Information and Cyber Security","field":"Computer Science","cited_by":33,"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":"","keywords":"Resilience (materials science); Computer security; Organizational culture; Context (archaeology); Set (abstract data type); Business; Knowledge management; Cyber threats; Domain (mathematical analysis); Public relations; Computer science; Political science","score_opus":0.007551772715705363,"score_gpt":0.254956915347738,"score_spread":0.24740514263203264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391018487","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":[0.7759973,0.009672792,0.03959337,0.06006157,0.0007798048,0.00064718374,0.00007592533,0.00026012847,0.112911955],"genre_scores_gemma":[0.9748584,0.0039212583,0.01607803,0.0029220586,0.00006978375,0.00013775975,0.000041692638,0.000022616307,0.0019485359],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9957748,0.0021355937,0.00027020607,0.00026599714,0.0009568544,0.00059654354],"domain_scores_gemma":[0.9905704,0.002413048,0.0021821891,0.0007102505,0.0020735709,0.0020505106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077955034,0.00037302778,0.000282816,0.0019132603,0.004079488,0.0092355255,0.0010512908,0.001397615,0.0017089515],"category_scores_gemma":[0.008102337,0.0002377001,0.00049892545,0.0011136439,0.0047630393,0.0067401165,0.006668009,0.0026366387,0.00041874376],"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":[0.00006226647,0.0010912323,0.07083298,0.003875838,0.0003401186,0.0025141982,0.19800292,0.0029368147,0.01670716,0.2536257,0.019306859,0.43070394],"study_design_scores_gemma":[0.000056652898,0.0007609713,0.09914322,0.007972838,0.00026102207,0.0021086105,0.46278462,0.0027349088,0.008182952,0.09153617,0.32421434,0.00024369966],"about_ca_topic_score_codex":0.0016938371,"about_ca_topic_score_gemma":0.0023385722,"teacher_disagreement_score":0.0092355255,"about_ca_system_score_codex":0.0031589528,"about_ca_system_score_gemma":0.010855184,"threshold_uncertainty_score":0.041227043},"labels":[],"label_agreement":null},{"id":"W4391020830","doi":"10.1109/smarttechcon57526.2023.10391825","title":"Emerging Cyber Security and Brute Force Attacks in Hospital Management Information Systems","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Blackberry (Canada)","funders":"","keywords":"Computer security; Password; Computer science; Health care; Authentication (law); Information security; Brute-force attack; Encryption; Brute force; Information security management; Information sensitivity; Security information and event management; Cloud computing; Cloud computing security","score_opus":0.005006816446818045,"score_gpt":0.22233457883545885,"score_spread":0.2173277623886408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391020830","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":[0.2487716,0.10654944,0.27307504,0.17202413,0.0024520024,0.0004330236,0.00040159066,0.00086481863,0.19542831],"genre_scores_gemma":[0.94761753,0.02515838,0.014863092,0.004221006,0.0020136572,0.000100745856,0.00013973843,0.000057981128,0.0058277966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99506134,0.0016033412,0.0002716487,0.00049916527,0.0020048704,0.00055956637],"domain_scores_gemma":[0.98843247,0.0059186155,0.0018980922,0.0012068392,0.0017501076,0.0007937752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035939408,0.00059255405,0.0005573138,0.0019847248,0.0016370602,0.0067344145,0.0009716515,0.0037187482,0.0026361458],"category_scores_gemma":[0.010760086,0.00056438654,0.00079113606,0.0014506936,0.004543126,0.011583394,0.0035666872,0.0045836377,0.000616799],"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":[0.00022847287,0.0001544961,0.012738315,0.00063108926,0.00013131509,0.002097176,0.0028581847,0.021328835,0.0032766857,0.8160768,0.021816405,0.118662216],"study_design_scores_gemma":[0.00006646933,0.00030269253,0.01218454,0.0010411593,0.000066541565,0.0037061474,0.0034174537,0.15716188,0.0042716395,0.6829702,0.13462257,0.00018865647],"about_ca_topic_score_codex":0.0022236502,"about_ca_topic_score_gemma":0.0009995331,"teacher_disagreement_score":0.0067344145,"about_ca_system_score_codex":0.0025893212,"about_ca_system_score_gemma":0.001172689,"threshold_uncertainty_score":0.019006789},"labels":[],"label_agreement":null},{"id":"W4391260230","doi":"10.18535/sshj.v7i10.875","title":"Enhancing Academic Cybersecurity: Integrated Framework with Network Penetration Testing","year":2023,"lang":"en","type":"article","venue":"Social Science and Humanities Journal","topic":"Information and Cyber Security","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":"SAIT Polytechnic","funders":"","keywords":"Penetration (warfare); Computer security; Computer science; Penetration test; Engineering; Operations research; Structural engineering","score_opus":0.03756339226927276,"score_gpt":0.2743864731136529,"score_spread":0.23682308084438014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391260230","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":[0.17794417,0.0024441013,0.5904883,0.029242119,0.00031517327,0.0033244942,0.00016916746,0.002440683,0.19363181],"genre_scores_gemma":[0.67917037,0.001564468,0.3125198,0.0010862341,0.000066377965,0.0009982514,0.00011890301,0.00009690884,0.0043786406],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97663486,0.015638089,0.00074943266,0.0010870975,0.0042685075,0.0016220297],"domain_scores_gemma":[0.9803852,0.008847458,0.0023105985,0.0018411686,0.004221468,0.002394006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025180385,0.0011409372,0.0005478831,0.0055524283,0.002835079,0.007665439,0.002999089,0.0022791538,0.0028655804],"category_scores_gemma":[0.020632245,0.00054661685,0.0006655472,0.0027663445,0.005124796,0.010152354,0.008806196,0.00293105,0.00085940416],"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":[0.00012188808,0.0027498004,0.032160707,0.0010788757,0.00006552739,0.001101762,0.02567636,0.02846573,0.006954697,0.26256284,0.009187267,0.62987465],"study_design_scores_gemma":[0.00020232533,0.0036780725,0.045419175,0.006960121,0.00029110076,0.0030764756,0.06592646,0.14259844,0.02235787,0.34750375,0.36139774,0.0005886187],"about_ca_topic_score_codex":0.00427375,"about_ca_topic_score_gemma":0.0077111525,"teacher_disagreement_score":0.025180385,"about_ca_system_score_codex":0.006257457,"about_ca_system_score_gemma":0.018066425,"threshold_uncertainty_score":0.13316822},"labels":[],"label_agreement":null},{"id":"W4391265761","doi":"10.54320/hukl9823","title":"Reframing the inadvertent human intrusion scenario to improve public understanding of repository safety","year":2023,"lang":"en","type":"article","venue":"Annals of the ICRP","topic":"Information and Cyber Security","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":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Cognitive reframing; Intrusion; Computer security; Business; Internet privacy; Computer science; Risk analysis (engineering); Psychology; Geology; Social psychology","score_opus":0.06933989703578138,"score_gpt":0.2932859679998684,"score_spread":0.22394607096408703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391265761","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":[0.28609675,0.0070508495,0.2937175,0.15461989,0.0025954389,0.0013979408,0.001034857,0.00095829193,0.2525284],"genre_scores_gemma":[0.8832105,0.005042907,0.09887111,0.0061950637,0.0004150986,0.00036297346,0.00036107167,0.00011912649,0.005422078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98613733,0.007846341,0.00073812174,0.0010533793,0.0032882607,0.00093649834],"domain_scores_gemma":[0.9732239,0.014019541,0.0037534917,0.0031149678,0.004886576,0.0010015287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015191845,0.00079083827,0.00061684166,0.003486985,0.0054892953,0.008339847,0.0037718192,0.006174818,0.005680577],"category_scores_gemma":[0.0353263,0.00058717467,0.0010003257,0.0020612953,0.006358392,0.017235603,0.009785608,0.0060700956,0.0007808804],"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":[0.00023496093,0.000676143,0.05657347,0.0015368469,0.000102802886,0.00667701,0.086646214,0.036923148,0.005485969,0.4865383,0.046601593,0.27200362],"study_design_scores_gemma":[0.000055416032,0.00048999925,0.017833687,0.0031385385,0.00011771922,0.004335971,0.17674063,0.06042188,0.006115509,0.22783162,0.5025375,0.0003815814],"about_ca_topic_score_codex":0.033203688,"about_ca_topic_score_gemma":0.062018733,"teacher_disagreement_score":0.033203688,"about_ca_system_score_codex":0.009254914,"about_ca_system_score_gemma":0.01038385,"threshold_uncertainty_score":0.08034307},"labels":[],"label_agreement":null},{"id":"W4391321540","doi":"10.9734/ajrcos/2024/v17i3424","title":"AI-Driven Cloud Security: Examining the Impact of User Behavior Analysis on Threat Detection","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Research in Computer Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Independent Electricity System Operator","funders":"","keywords":"Cloud computing; Computer security; Computer science; Internet privacy; Operating system","score_opus":0.05420082054470822,"score_gpt":0.3969091973523462,"score_spread":0.342708376807638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391321540","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":[0.9941859,0.00009214773,0.0027377147,0.00021601164,0.000009926249,0.000129853,0.00006004333,0.000035766734,0.0025324707],"genre_scores_gemma":[0.99773467,0.000055280765,0.0018413546,0.00007338502,0.0000074243567,0.000056412653,0.000042389598,0.000007565052,0.00018152731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9850653,0.009560331,0.0006638206,0.000805522,0.0032161295,0.0006889266],"domain_scores_gemma":[0.74049354,0.22082087,0.019886483,0.005601547,0.009737303,0.0034602373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014869627,0.00043257314,0.00035728846,0.0016640202,0.0006781178,0.0022721628,0.000676397,0.0006152643,0.0014275359],"category_scores_gemma":[0.117116645,0.00021698303,0.0006839458,0.0012740842,0.00095985335,0.003008339,0.0013164988,0.0012223999,0.00035665755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016560097,0.003713542,0.82482016,0.0005050968,0.00039540572,0.00016062868,0.011999984,0.0065908055,0.003615192,0.0022851264,0.0006187979,0.1436392],"study_design_scores_gemma":[0.00005838,0.0070104995,0.9243356,0.00014718613,0.0002077691,0.00024914276,0.009021534,0.050344616,0.0049245306,0.0016529749,0.0019161582,0.00013160215],"about_ca_topic_score_codex":0.0038558708,"about_ca_topic_score_gemma":0.0022728604,"teacher_disagreement_score":0.014869627,"about_ca_system_score_codex":0.0014281546,"about_ca_system_score_gemma":0.0019005708,"threshold_uncertainty_score":0.07863909},"labels":[],"label_agreement":null},{"id":"W4391446259","doi":"10.21810/jicw.v6i3.6394","title":"2023 WEST COAST SECURITY CONFERENCE: OPENING REMARKS DAY 2","year":2024,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":"West coast; Oceanography; Political science; Geology","score_opus":0.027574717053562698,"score_gpt":0.28763224756274386,"score_spread":0.2600575305091812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391446259","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":[0.003878322,0.005785462,0.0013279223,0.1146759,0.24652174,0.0010349842,0.0039898376,0.0014521241,0.62133366],"genre_scores_gemma":[0.0046605524,0.001038491,0.00050396856,0.014003628,0.010953015,0.00023135831,0.0020043466,0.0003310198,0.96627355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982609,0.00020588737,0.000059066864,0.00018334315,0.0006362209,0.0006547091],"domain_scores_gemma":[0.9973475,0.00013865903,0.000082684805,0.000120584235,0.0009493888,0.0013612264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003260484,0.001526457,0.0005231009,0.0009394505,0.0053832014,0.007178411,0.0013051983,0.007829249,0.28434262],"category_scores_gemma":[0.0031691978,0.0004989583,0.0010842682,0.0005360469,0.0007584134,0.0018392508,0.0034190286,0.0067004417,0.1786502],"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":[0.000028389906,0.000020943708,0.000065682034,0.000017619088,0.0000014096138,0.00008189649,0.000022134365,0.000010678469,0.00012970153,0.00028070918,0.9962286,0.003112405],"study_design_scores_gemma":[0.0000066689067,0.000021148415,0.00046709325,0.000029372195,8.578686e-7,0.000018286479,0.000112091686,0.000018776238,0.00006916953,0.00012049343,0.9991297,0.0000063457164],"about_ca_topic_score_codex":0.010291413,"about_ca_topic_score_gemma":0.03637652,"teacher_disagreement_score":0.28434262,"about_ca_system_score_codex":0.0018687628,"about_ca_system_score_gemma":0.004702073,"threshold_uncertainty_score":0.9512208},"labels":[],"label_agreement":null},{"id":"W4391648307","doi":"10.2196/50968","title":"Usability and Feasibility Evaluation of a Web-Based and Offline Cybersecurity Resource for Health Care Organizations (The Essentials of Cybersecurity in Health Care Organizations Framework Resource): Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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":"National Institute for Health and Care Research; Qatar Foundation","keywords":"Usability; Health care; Computer security; Resource (disambiguation); Web application; Computer science; Knowledge management; World Wide Web; Political science","score_opus":0.05144390838717458,"score_gpt":0.4785836530622554,"score_spread":0.42713974467508087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391648307","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":[0.98860556,0.00012650485,0.0027587614,0.00017883381,0.000028571467,0.006667918,0.00018074246,0.00003742052,0.0014156722],"genre_scores_gemma":[0.94539,0.00036195075,0.028937573,0.00038538384,0.000036870555,0.023605183,0.0002547997,0.000035263085,0.0009929673],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9691705,0.02166436,0.0030203173,0.001405355,0.00345524,0.0012842023],"domain_scores_gemma":[0.9277912,0.051044732,0.0051502916,0.0034833201,0.009938512,0.0025920395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.057883803,0.00074203504,0.0014421928,0.0019370561,0.0015467361,0.00304729,0.0013350302,0.0011608569,0.002098842],"category_scores_gemma":[0.05813663,0.0007269141,0.0018851451,0.0011025186,0.0011872047,0.0021872013,0.002771896,0.0010736958,0.00036652546],"study_design_candidate":"qualitative","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":[0.005477303,0.038300276,0.24923512,0.010522085,0.00077098474,0.0012538019,0.16696972,0.0024444058,0.008050201,0.0023282454,0.004690661,0.5099572],"study_design_scores_gemma":[0.0034672366,0.14387405,0.57715714,0.0048649195,0.0013859327,0.0014314209,0.20550516,0.015416482,0.011097406,0.0027516468,0.032279238,0.00076934975],"about_ca_topic_score_codex":0.0012999226,"about_ca_topic_score_gemma":0.0030101303,"teacher_disagreement_score":0.057883803,"about_ca_system_score_codex":0.002696875,"about_ca_system_score_gemma":0.0049495776,"threshold_uncertainty_score":0.30612242},"labels":[],"label_agreement":null},{"id":"W4391877907","doi":"10.1109/tps-isa58951.2023.00050","title":"Quantitative Risk Analysis with Qualitative Statements","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Risk analysis (engineering); Business","score_opus":0.04545308451856829,"score_gpt":0.3956814575216865,"score_spread":0.3502283730031182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391877907","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":[0.0036539426,0.000077090495,0.98833084,0.0005151735,0.000058483653,0.00038450892,0.00062809745,0.0006065147,0.0057454305],"genre_scores_gemma":[0.1231972,0.0002792293,0.87093234,0.00024076122,0.000072031835,0.0015163064,0.0009655876,0.00019081468,0.0026056948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9783343,0.012716993,0.0018341579,0.0016843792,0.0050485884,0.00038154144],"domain_scores_gemma":[0.8933296,0.07956011,0.007362168,0.007423087,0.011723215,0.0006018114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027210029,0.0025495468,0.0007560556,0.0064660045,0.0012651683,0.0079298755,0.0025691127,0.0015321004,0.015627716],"category_scores_gemma":[0.08848932,0.00087323703,0.0021696803,0.0041309795,0.0036075416,0.009168444,0.0032825011,0.00275473,0.0022344803],"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":[0.00023970727,0.000269601,0.006103969,0.0015246613,0.00022333556,0.0005466201,0.004788254,0.20621596,0.0035331126,0.5841031,0.010041253,0.1824105],"study_design_scores_gemma":[0.000055139782,0.00011564129,0.0012617621,0.0007290001,0.00009504994,0.00023146009,0.00233415,0.45951065,0.00415126,0.49064898,0.040711183,0.0001556943],"about_ca_topic_score_codex":0.003986206,"about_ca_topic_score_gemma":0.0026398706,"teacher_disagreement_score":0.027210029,"about_ca_system_score_codex":0.0037027784,"about_ca_system_score_gemma":0.0045006718,"threshold_uncertainty_score":0.14390212},"labels":[],"label_agreement":null},{"id":"W4391903941","doi":"10.24251/hicss.2023.737","title":"Market Reaction to Cyber Strategy Disclosure: Word Embedding Derived Approach","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"NIST; Computer security; Identification (biology); Analytics; Computer science; Digital forensics; Digital transformation; Data science; Business; World Wide Web","score_opus":0.04614879456858738,"score_gpt":0.2988812456152051,"score_spread":0.25273245104661773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391903941","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":[0.85671616,0.0008580663,0.1251259,0.0010706474,0.00030583935,0.00043229095,0.005374791,0.0007649653,0.00935136],"genre_scores_gemma":[0.9663431,0.00017400991,0.028091423,0.0001021347,0.00012542946,0.00023106096,0.003092269,0.000053361484,0.001787207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979791,0.00083366886,0.00024800719,0.00042176465,0.00040902267,0.00010847814],"domain_scores_gemma":[0.9872728,0.009031566,0.0017989965,0.00044026936,0.0013125238,0.00014389522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015032071,0.00056630647,0.00040829505,0.0034171802,0.00038688775,0.0017054603,0.0004555182,0.0008321817,0.0045774044],"category_scores_gemma":[0.01125923,0.00015016508,0.00047904393,0.0024934665,0.00052024896,0.0020109373,0.0008281127,0.0009925409,0.0016405096],"study_design_candidate":"observational","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":[0.002480519,0.0026044326,0.1574525,0.0023706008,0.0005558229,0.0030313886,0.006476819,0.026414167,0.08781071,0.01525346,0.012104764,0.68344486],"study_design_scores_gemma":[0.00013974558,0.0010890265,0.2257879,0.0002599239,0.00042492335,0.0018542046,0.007754139,0.68979806,0.0305568,0.025155896,0.016946469,0.00023297161],"about_ca_topic_score_codex":0.0014037557,"about_ca_topic_score_gemma":0.001341266,"teacher_disagreement_score":0.0045774044,"about_ca_system_score_codex":0.0004927222,"about_ca_system_score_gemma":0.00051330414,"threshold_uncertainty_score":0.01531291},"labels":[],"label_agreement":null},{"id":"W4391914506","doi":"10.2139/ssrn.4730222","title":"A Multi-Method Framework for Information Security Investment","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Investment (military); Business; Information security; Computer science; Computer security; Political science; Politics","score_opus":0.012713405749563658,"score_gpt":0.29816019393582566,"score_spread":0.285446788186262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391914506","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":[0.0023374886,0.00023407076,0.9898184,0.0006756694,0.00005697094,0.000051586256,0.000056023855,0.00007746127,0.0066923057],"genre_scores_gemma":[0.28314614,0.0006027993,0.691867,0.00023978284,0.00031765515,0.0005721445,0.0001849532,0.00022937839,0.022840118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9938214,0.004237413,0.0001896617,0.00044221355,0.0009791583,0.0003301314],"domain_scores_gemma":[0.9869043,0.0102534145,0.00046442106,0.0010447676,0.00094587833,0.00038711703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010652651,0.0013825695,0.0013357691,0.0018283622,0.0010887624,0.0037789803,0.0040061777,0.0028147255,0.019878957],"category_scores_gemma":[0.02233353,0.0011416287,0.0017459141,0.0019876314,0.0023041242,0.0057153455,0.0027553535,0.0038321852,0.0013313922],"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":[0.000043231215,0.000060401995,0.0003125772,0.000063691565,0.000048131144,0.000090866226,0.0000810808,0.10576848,0.00017368034,0.87143785,0.00205847,0.019861553],"study_design_scores_gemma":[0.000028583701,0.00002960822,0.00008743593,0.000024855535,0.00001530556,0.00004057901,0.000020100868,0.5249513,0.00013585924,0.47111848,0.0035325259,0.000015398926],"about_ca_topic_score_codex":0.0033288272,"about_ca_topic_score_gemma":0.00368936,"teacher_disagreement_score":0.019878957,"about_ca_system_score_codex":0.0026211715,"about_ca_system_score_gemma":0.0027927253,"threshold_uncertainty_score":0.06650174},"labels":[],"label_agreement":null},{"id":"W4391931886","doi":"10.20944/preprints202402.0898.v1","title":"CICIoMT2024: Attack Vectors in Healthcare devices-A Multi-Protocol Dataset for Assessing IoMT Device Security","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Information and Cyber Security","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 New Brunswick","funders":"","keywords":"Protocol (science); Computer science; Computer security; Health care; Computer network; Medicine; Political science","score_opus":0.221273884177981,"score_gpt":0.460110762285098,"score_spread":0.238836878107117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391931886","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5187569,0.0043710815,0.027711045,0.0026405076,0.0011108833,0.0017257669,0.4152261,0.009353987,0.019103639],"genre_scores_gemma":[0.4574585,0.0010333951,0.01671881,0.0006028076,0.00016794674,0.0010079937,0.5193617,0.00019495116,0.003453994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983163,0.00026221632,0.00023154635,0.00037261235,0.00057906494,0.00023823844],"domain_scores_gemma":[0.9978498,0.0004708649,0.00032439906,0.0005494861,0.00053632644,0.00026908919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012466914,0.0016049288,0.00077396515,0.0025938165,0.000703614,0.0012229892,0.0016611186,0.0022999647,0.0016311372],"category_scores_gemma":[0.0045275013,0.00023249876,0.0010404167,0.002053512,0.00063533895,0.0015317395,0.0018108047,0.0013200244,0.0017640499],"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":[0.0029008838,0.0024868539,0.18406084,0.003653942,0.0010868991,0.0033625176,0.0006978453,0.074431114,0.018754661,0.0061596297,0.46587917,0.23652576],"study_design_scores_gemma":[0.00056126615,0.0027069608,0.32237932,0.0007176909,0.00048507386,0.008598257,0.0020917205,0.33996302,0.02858615,0.0065350244,0.2869875,0.00038798837],"about_ca_topic_score_codex":0.007439241,"about_ca_topic_score_gemma":0.0082994,"teacher_disagreement_score":0.007439241,"about_ca_system_score_codex":0.0011785518,"about_ca_system_score_gemma":0.0010271677,"threshold_uncertainty_score":0.014791906},"labels":[],"label_agreement":null},{"id":"W4392104741","doi":"10.1057/s41310-024-00226-7","title":"How the three lines of defense can contribute to public firms’ cybersecurity effectiveness","year":2024,"lang":"en","type":"article","venue":"International Journal of Disclosure and Governance","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Autorité des Marchés Financiers","keywords":"Business; Computer security; Public finance; Corporate governance; Corporate finance; Public relations; Political science; Computer science; Finance; Law","score_opus":0.010677863975167278,"score_gpt":0.2430069905511438,"score_spread":0.2323291265759765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392104741","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":[0.8908344,0.00043102444,0.0024737432,0.011156667,0.000044085697,0.00005027308,0.00008095257,0.000024134059,0.09490484],"genre_scores_gemma":[0.9990307,0.000026188756,0.00007159659,0.0001260115,0.000007234607,0.0000046124924,0.000007022581,0.0000013920428,0.0007252699],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99493057,0.0017909269,0.00023442096,0.0003728853,0.0009212125,0.001749999],"domain_scores_gemma":[0.941113,0.025825193,0.019353846,0.0032296623,0.0042069023,0.0062714475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004507618,0.00023292656,0.0002758521,0.0017820013,0.0019216073,0.011415256,0.00069826934,0.0029396957,0.010078777],"category_scores_gemma":[0.027688231,0.00021142524,0.00037602783,0.0011490936,0.0046455422,0.0043339087,0.004128493,0.0026434814,0.00056798576],"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":[0.0009592059,0.0014014648,0.4663707,0.00019720451,0.0003640867,0.0005227533,0.011505187,0.0077050882,0.0019308018,0.41668782,0.006374002,0.08598167],"study_design_scores_gemma":[0.00021951197,0.0005975525,0.5971558,0.00024171754,0.00026806138,0.00031150866,0.042691957,0.006575172,0.0023959384,0.3188532,0.030543245,0.0001464251],"about_ca_topic_score_codex":0.0033610368,"about_ca_topic_score_gemma":0.0068760496,"teacher_disagreement_score":0.011415256,"about_ca_system_score_codex":0.0049772914,"about_ca_system_score_gemma":0.004670475,"threshold_uncertainty_score":0.036112905},"labels":[],"label_agreement":null},{"id":"W4392167267","doi":"10.21203/rs.3.rs-3978610/v1","title":"Guide to Developing Case-based Attack Scenarios and Establishing Defense Strategies for Cybersecurity Exercise in ICS Environment","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Information and Cyber Security","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":"Nexen (Canada)","funders":"Korea Institute of Energy Technology Evaluation and Planning; Defense Acquisition Program Administration; Ministry of Trade, Industry and Energy","keywords":"Computer security; Computer science","score_opus":0.07017801919275381,"score_gpt":0.3788064508422744,"score_spread":0.3086284316495206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392167267","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":[0.0030505054,0.000456506,0.9284319,0.0032539759,0.00024074936,0.005567569,0.0041157757,0.011576541,0.043306474],"genre_scores_gemma":[0.0057643866,0.0004803766,0.9733353,0.00039001225,0.000042213895,0.0017216782,0.00322257,0.0005732784,0.014470213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735427,0.001225725,0.00040748916,0.00021596022,0.0006880142,0.000108541295],"domain_scores_gemma":[0.9887709,0.006419155,0.00047625127,0.0010895575,0.002698417,0.00054571836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042047426,0.002863261,0.00095453934,0.0064545213,0.0014387737,0.003786542,0.0038411678,0.0034186633,0.041962016],"category_scores_gemma":[0.013518528,0.0013367847,0.0011184744,0.0030511112,0.0013678494,0.0034614361,0.002769148,0.002983646,0.025508238],"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":[0.00019368128,0.0011484558,0.0019103966,0.0018212579,0.00003835904,0.0020488303,0.0067920154,0.020870535,0.009274883,0.124597475,0.3436465,0.4876576],"study_design_scores_gemma":[0.00012112694,0.00017797275,0.0013609028,0.0010342052,0.00001635719,0.0015745282,0.0019586035,0.028904201,0.003354964,0.049882405,0.9115057,0.00010913496],"about_ca_topic_score_codex":0.005436949,"about_ca_topic_score_gemma":0.013147162,"teacher_disagreement_score":0.041962016,"about_ca_system_score_codex":0.002024182,"about_ca_system_score_gemma":0.0049116127,"threshold_uncertainty_score":0.14037699},"labels":[],"label_agreement":null},{"id":"W4392582586","doi":"10.1016/j.irfa.2024.103174","title":"Cybersecurity data breaches and internal control","year":2024,"lang":"en","type":"article","venue":"International Review of Financial Analysis","topic":"Information and Cyber Security","field":"Computer Science","cited_by":11,"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":"Dismissal; Control (management); Data breach; Business; Internal control; Accounting; Mechanism (biology); Computer security; Internet privacy; Computer science; Law; Audit","score_opus":0.01420586608241174,"score_gpt":0.2894759810033377,"score_spread":0.27527011492092596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392582586","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":[0.0069138836,0.91460234,0.008389052,0.04010088,0.001674988,0.000014772604,0.000065278764,0.00004098507,0.028197885],"genre_scores_gemma":[0.18800658,0.7978078,0.001924852,0.004072748,0.0035057587,0.000018917199,0.00009194092,0.00001621571,0.004555086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970822,0.00096394226,0.00017284247,0.0002975891,0.0012747857,0.0002086955],"domain_scores_gemma":[0.97732085,0.012687783,0.0041064434,0.0009003195,0.0044604745,0.000524177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040558768,0.00042716146,0.0005690188,0.004312636,0.0008380381,0.00585795,0.00093014986,0.0029111162,0.003942683],"category_scores_gemma":[0.015489979,0.00024524855,0.000433671,0.004771618,0.006077923,0.0053854543,0.0011908829,0.0033069581,0.00070790574],"study_design_candidate":"observational","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":[0.00006402141,0.00010842811,0.00791856,0.0022583634,0.00012572482,0.00017105459,0.00041423945,0.004040326,0.00043680528,0.44697738,0.0410342,0.49645093],"study_design_scores_gemma":[0.000026222107,0.0001503977,0.02121202,0.009144968,0.00014979564,0.00090741215,0.0019064113,0.00672162,0.0010387526,0.37689954,0.58174413,0.000098727796],"about_ca_topic_score_codex":0.00436961,"about_ca_topic_score_gemma":0.0040005096,"teacher_disagreement_score":0.00585795,"about_ca_system_score_codex":0.002810458,"about_ca_system_score_gemma":0.0037474458,"threshold_uncertainty_score":0.021449745},"labels":[],"label_agreement":null},{"id":"W4392707586","doi":"10.21125/inted.2024.1319","title":"ENHANCING CYBERSECURITY EDUCATION IN SECONDARY SCHOOLS: A CYBOK-BASED ANALYSIS AND STRATEGIC APPROACH","year":2024,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Information and Cyber Security","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 security; Computer science; Engineering management; Business; Engineering","score_opus":0.00942848055318907,"score_gpt":0.2511682405804687,"score_spread":0.24173976002727965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392707586","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":[0.8520971,0.0005528048,0.0279236,0.005697911,0.00018992547,0.0036700068,0.00028866561,0.00014700438,0.109433025],"genre_scores_gemma":[0.95368105,0.00078128953,0.02988065,0.00065398414,0.000016816139,0.0018725923,0.00022817084,0.00007370219,0.012811841],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99633706,0.001886766,0.00015023233,0.00037630487,0.00045677897,0.0007928278],"domain_scores_gemma":[0.9973935,0.00075704715,0.0002275715,0.00011960823,0.0009352418,0.00056706404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006531992,0.0006937006,0.00079710473,0.009103373,0.009282838,0.011085717,0.0014616054,0.00097353675,0.0035916124],"category_scores_gemma":[0.0065251915,0.00054986455,0.00049259025,0.005831716,0.0062609483,0.004978697,0.0067042857,0.002228273,0.0006925856],"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":[0.0003101728,0.002491373,0.06825041,0.0012596572,0.000038438116,0.0012866639,0.42945367,0.0021772513,0.004774604,0.2844777,0.0118152,0.19366482],"study_design_scores_gemma":[0.0001190802,0.0005275089,0.056809608,0.0021906078,0.000064275475,0.00025052275,0.7651298,0.007316852,0.0040846295,0.04418244,0.11924593,0.000078661134],"about_ca_topic_score_codex":0.030370796,"about_ca_topic_score_gemma":0.046742514,"teacher_disagreement_score":0.030370796,"about_ca_system_score_codex":0.02859613,"about_ca_system_score_gemma":0.048017398,"threshold_uncertainty_score":0.20748043},"labels":[],"label_agreement":null},{"id":"W4393455864","doi":"10.5281/zenodo.7793971","title":"Dependabot and Security Pull Requests","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer security; Computer science","score_opus":0.01866549856143026,"score_gpt":0.24428785567313965,"score_spread":0.2256223571117094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393455864","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4841938,0.0028141397,0.0019299934,0.001500591,0.00017531753,0.00041797472,0.49773934,0.0022948864,0.00893406],"genre_scores_gemma":[0.23414868,0.0007115833,0.003489713,0.0004890529,0.00009729712,0.0004881619,0.7565046,0.00027067924,0.0038002164],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995998,0.00090351223,0.0004490408,0.00087425293,0.0013243204,0.00045081333],"domain_scores_gemma":[0.9865774,0.0062366477,0.0025090068,0.0019918284,0.0017777706,0.0009073918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017166646,0.0012056867,0.00067529595,0.0055317483,0.0010418667,0.0017597442,0.0013526208,0.0016757126,0.007031807],"category_scores_gemma":[0.015573519,0.0004766456,0.0013040216,0.007324068,0.0006248802,0.0028323196,0.0024221947,0.0015668216,0.005181185],"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":[0.0023221367,0.001996183,0.4811933,0.005642983,0.0006621656,0.0014593173,0.0019583858,0.0067653093,0.0039697667,0.0046577663,0.41763908,0.07173358],"study_design_scores_gemma":[0.00041590972,0.0007274511,0.6675169,0.0008154152,0.0003081578,0.0022632584,0.004788425,0.021228878,0.0047985255,0.00323264,0.2936698,0.00023463159],"about_ca_topic_score_codex":0.013359629,"about_ca_topic_score_gemma":0.019778345,"teacher_disagreement_score":0.013359629,"about_ca_system_score_codex":0.0011245213,"about_ca_system_score_gemma":0.0013851956,"threshold_uncertainty_score":0.026563764},"labels":[],"label_agreement":null},{"id":"W4393568841","doi":"10.5281/zenodo.4725303","title":"Supporting DNN Safety Analysis and Retraining through Heatmap-based Unsupervised Learning","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Information and Cyber Security","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":"","keywords":"Retraining; Computer science; Unsupervised learning; Artificial intelligence; Machine learning; Business","score_opus":0.02819492460111857,"score_gpt":0.28796075351726413,"score_spread":0.2597658289161456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393568841","genre_codex":"methods","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11788513,0.001291368,0.64453435,0.0024562625,0.0014093282,0.0015626732,0.06297637,0.15310185,0.014782721],"genre_scores_gemma":[0.34680545,0.0005148487,0.5119515,0.00083339616,0.00018765645,0.0023052013,0.12016112,0.006822618,0.0104182325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738854,0.0005898644,0.00021034518,0.00068999466,0.0009519488,0.00016935174],"domain_scores_gemma":[0.9844319,0.006774255,0.0006050289,0.003822435,0.004066424,0.00029989862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004251645,0.0023008697,0.0009295196,0.0019699044,0.0010074064,0.0017198307,0.0045333635,0.0016641904,0.015127523],"category_scores_gemma":[0.030902531,0.00062427984,0.0015323092,0.0014015343,0.00096832,0.0020663824,0.002643332,0.0033056603,0.008171102],"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":[0.0010209326,0.00094887795,0.009370548,0.0009832747,0.00027159712,0.00040964756,0.0003228912,0.37010157,0.009292365,0.005002351,0.15745603,0.44481993],"study_design_scores_gemma":[0.000094789226,0.00011603367,0.0015945755,0.00007788364,0.000029314804,0.00006831984,0.000060269165,0.9580566,0.018842803,0.007188155,0.013817739,0.000053494095],"about_ca_topic_score_codex":0.019676896,"about_ca_topic_score_gemma":0.027240979,"teacher_disagreement_score":0.019676896,"about_ca_system_score_codex":0.0017991893,"about_ca_system_score_gemma":0.0023605418,"threshold_uncertainty_score":0.05060655},"labels":[],"label_agreement":null},{"id":"W4393813898","doi":"10.5281/zenodo.2595070","title":"Security Bug Conversations","year":2019,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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","score_opus":0.028394491844343787,"score_gpt":0.24472709063367423,"score_spread":0.21633259878933045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393813898","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012176238,0.00016984587,0.00015393278,0.0002660131,0.000118549135,0.00004759084,0.99378633,0.0006808347,0.0035593195],"genre_scores_gemma":[0.0011772786,0.00006409827,0.0005822169,0.00011629942,0.000022792385,0.00015167132,0.9958858,0.000112479014,0.0018873346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685127,0.0006648663,0.00032980667,0.0007521868,0.0010032773,0.0003986678],"domain_scores_gemma":[0.9931919,0.0018233155,0.00073337083,0.0013206392,0.0021200834,0.00081071956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015036932,0.0019390474,0.0011012821,0.005315557,0.0017693251,0.0028587705,0.0021013343,0.0024121914,0.051292673],"category_scores_gemma":[0.009530467,0.00056463835,0.0012227357,0.0059246374,0.00035875782,0.0027355407,0.0042502964,0.0023552824,0.10247063],"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":[0.00006161394,0.000038483253,0.0021777956,0.0003669628,0.000012727857,0.000025870953,0.00012531468,0.0000793248,0.00012566989,0.00052166794,0.9913059,0.0051586777],"study_design_scores_gemma":[0.00007074599,0.000024097926,0.012787777,0.00032829063,0.000014541803,0.000088744404,0.0006182577,0.0005208655,0.00033050182,0.0008353554,0.9843462,0.000034586563],"about_ca_topic_score_codex":0.020868909,"about_ca_topic_score_gemma":0.044666715,"teacher_disagreement_score":0.051292673,"about_ca_system_score_codex":0.0020179495,"about_ca_system_score_gemma":0.0023463324,"threshold_uncertainty_score":0.1715911},"labels":[],"label_agreement":null},{"id":"W4394726462","doi":"10.2196/57159","title":"Peer Review of “Insider Threats to the Military Health System: A Systematic Background Check of TRICARE West Providers”","year":2024,"lang":"en","type":"article","venue":"JMIRx Med","topic":"Information and Cyber Security","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":"Insider; Computer security; Insider threat; Political science; Criminology; Business; Psychology; Computer science; Law","score_opus":0.04271555693006613,"score_gpt":0.3216054317848108,"score_spread":0.2788898748547447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394726462","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067151554,0.4695451,0.014984607,0.18154937,0.08053939,0.081445076,0.057436787,0.0010343305,0.0463138],"genre_scores_gemma":[0.3947301,0.32136533,0.04796048,0.09395314,0.020811526,0.07002874,0.029160336,0.0014891487,0.020501276],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.67160934,0.12746517,0.12943852,0.009930679,0.05721709,0.004339222],"domain_scores_gemma":[0.22413236,0.2994918,0.1307717,0.029475652,0.3052392,0.010889307],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.14093101,0.0011673394,0.005093488,0.026384406,0.0042601805,0.006590122,0.0036760615,0.005424543,0.012050714],"category_scores_gemma":[0.5872428,0.0018054122,0.005336279,0.013479641,0.0038259497,0.006520939,0.0054703304,0.0031913316,0.0035087566],"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":[0.0017662726,0.0002825369,0.029648796,0.50039625,0.006775763,0.0014768693,0.009944557,0.0001656812,0.002036257,0.0011942488,0.28168952,0.16462326],"study_design_scores_gemma":[0.0017057968,0.0006200451,0.04537283,0.5879012,0.009291834,0.0013381726,0.0053880704,0.00034266745,0.0013517328,0.0013887578,0.3449817,0.00031725457],"about_ca_topic_score_codex":0.010215239,"about_ca_topic_score_gemma":0.029202418,"teacher_disagreement_score":0.859069,"about_ca_system_score_codex":0.008451452,"about_ca_system_score_gemma":0.060284864,"threshold_uncertainty_score":0.7453233},"labels":[],"label_agreement":null},{"id":"W4395044305","doi":"10.1007/978-3-031-56326-3_5","title":"Automated Enrichment of Logical Attack Graphs via Formal Ontologies","year":2024,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Information and Cyber Security","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":"Polytechnique Montréal; Mitacs","funders":"","keywords":"Computer science; Vulnerability (computing); Computer security; Ontology; Attack model; Graph; Theoretical computer science","score_opus":0.012302095376931154,"score_gpt":0.27365151910077035,"score_spread":0.2613494237238392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395044305","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":[0.011233397,0.0002386622,0.9720681,0.00042741263,0.0000699056,0.00025621153,0.0017354181,0.008315873,0.005655082],"genre_scores_gemma":[0.09635971,0.0005782114,0.88883615,0.00020065616,0.000046057663,0.00019896179,0.008322442,0.0014950467,0.003962762],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979317,0.00061600475,0.00017843184,0.0003973628,0.00072279724,0.0001536982],"domain_scores_gemma":[0.9940705,0.0034914291,0.00035871405,0.0011032393,0.0008556417,0.00012049812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376052,0.0012762673,0.00080976053,0.0042879595,0.0011665529,0.002854211,0.0015980112,0.00078157015,0.0065815863],"category_scores_gemma":[0.008630736,0.0009458773,0.0024732994,0.0027829583,0.001053779,0.005425618,0.0037222377,0.0020680814,0.0023681968],"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":[0.00021316165,0.00041848936,0.0036754468,0.0014580138,0.00025051393,0.0011385423,0.0010668894,0.11273076,0.01880164,0.21223173,0.029697698,0.6183171],"study_design_scores_gemma":[0.000050845334,0.0000449009,0.0010948849,0.0003468093,0.00020079248,0.00046677506,0.00057702383,0.53915066,0.017633952,0.3569372,0.08343117,0.00006499621],"about_ca_topic_score_codex":0.005871865,"about_ca_topic_score_gemma":0.0127837835,"teacher_disagreement_score":0.0065815863,"about_ca_system_score_codex":0.0013752431,"about_ca_system_score_gemma":0.0020255665,"threshold_uncertainty_score":0.022017539},"labels":[],"label_agreement":null},{"id":"W4395097896","doi":"10.1007/978-3-031-57537-2_14","title":"A BERT-Based Framework for Automated Extraction of Behavioral Indicators of Compromise from Security Incident Reports","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Compromise; Computer security; Behavioral modeling; Artificial intelligence; Task (project management); Field (mathematics); Machine learning","score_opus":0.013380744125604293,"score_gpt":0.2911895890264998,"score_spread":0.27780884490089547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395097896","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":[0.0039283875,0.00021593978,0.94821846,0.00013148546,0.000047079095,0.00026053865,0.004083786,0.04149685,0.0016174816],"genre_scores_gemma":[0.07134322,0.00021340625,0.9107185,0.00012226209,0.00005755755,0.0003705039,0.011389772,0.0010137691,0.004771034],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99898034,0.00014355232,0.000098668555,0.00023321918,0.00045952824,0.00008455884],"domain_scores_gemma":[0.997983,0.00081262225,0.00024950155,0.00030597657,0.00051473634,0.0001341348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013313377,0.0016239354,0.0012236853,0.004977407,0.0007510379,0.0021534695,0.0020389985,0.0011289396,0.0087203365],"category_scores_gemma":[0.004314448,0.0007022116,0.0014132244,0.0035681517,0.00043334326,0.0020111746,0.0017783906,0.0009991223,0.006704905],"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":[0.00096680236,0.0005115148,0.010704676,0.0008698835,0.0003536097,0.00096130813,0.00039012538,0.078229375,0.028846823,0.024747428,0.061595842,0.79182255],"study_design_scores_gemma":[0.00004115327,0.00010136306,0.0033662303,0.00007052164,0.000075154916,0.00038252416,0.00012559463,0.928029,0.013192504,0.021969238,0.032576457,0.000070244096],"about_ca_topic_score_codex":0.012797408,"about_ca_topic_score_gemma":0.023851482,"teacher_disagreement_score":0.012797408,"about_ca_system_score_codex":0.0009575941,"about_ca_system_score_gemma":0.0017751795,"threshold_uncertainty_score":0.02917242},"labels":[],"label_agreement":null},{"id":"W4395661250","doi":"10.1080/0960085x.2024.2345867","title":"Weathering the storm: examining how organisations navigate the sea of cybersecurity regulations","year":2024,"lang":"en","type":"article","venue":"European Journal of Information Systems","topic":"Information and Cyber Security","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 Waterloo","funders":"","keywords":"Computer security; Business; Context (archaeology); Process (computing); Compliance (psychology); Public relations; Robustness (evolution); Knowledge management; Process management; Computer science; Political science","score_opus":0.02084864093307745,"score_gpt":0.22047071730450557,"score_spread":0.19962207637142812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395661250","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":[0.9767969,0.0002852108,0.0046573114,0.004659277,0.000041962452,0.000068076326,0.00002484015,0.000018884239,0.01344751],"genre_scores_gemma":[0.9978643,0.00017959053,0.0010658659,0.00031642994,0.000006225194,0.00002235796,0.00001814108,0.000007719014,0.0005193241],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9887794,0.007599602,0.00029366126,0.000503795,0.0011363096,0.0016872293],"domain_scores_gemma":[0.97857887,0.011740239,0.00496158,0.000807704,0.0020711503,0.0018405387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013565818,0.0002550096,0.00020171647,0.0016590955,0.005854241,0.008093914,0.001099664,0.0021568441,0.001305276],"category_scores_gemma":[0.022715433,0.00027828105,0.00028128887,0.0012940532,0.010633923,0.0079523325,0.0040489445,0.0029454834,0.0002405073],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000430559,0.000107563355,0.049695414,0.00014667507,0.000013860368,0.0004329321,0.9068324,0.00055515196,0.0008558113,0.017902745,0.0013910994,0.022023335],"study_design_scores_gemma":[0.000006453063,0.00009479697,0.020201195,0.00015150911,0.0000070052215,0.000081380225,0.96100104,0.0007232149,0.00027019545,0.0058324295,0.011605434,0.000025337778],"about_ca_topic_score_codex":0.009295576,"about_ca_topic_score_gemma":0.012688798,"teacher_disagreement_score":0.013565818,"about_ca_system_score_codex":0.0050587673,"about_ca_system_score_gemma":0.00761216,"threshold_uncertainty_score":0.07174379},"labels":[],"label_agreement":null},{"id":"W4395666704","doi":"10.5267/j.msl.2024.3.005","title":"Influential factors of cybersecurity investment: A quantitative SEM analysis","year":2024,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"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 security; Investment (military); Computer science; Business; Sample (material); Process management; Politics; Political science; Law; Chemistry","score_opus":0.012882140632817242,"score_gpt":0.26128800311015904,"score_spread":0.2484058624773418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395666704","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":[0.98293763,0.000047652524,0.012580729,0.00023904716,0.00001267712,0.0001966817,0.0012281442,0.00007671466,0.0026806798],"genre_scores_gemma":[0.991232,0.00004244492,0.007325123,0.000025017394,0.000006120278,0.00028587508,0.00058745657,0.000012424553,0.00048355383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99562657,0.0029596512,0.0002669852,0.00041615788,0.00048826443,0.00024240154],"domain_scores_gemma":[0.96837324,0.027291065,0.0016850427,0.0008793821,0.0013869762,0.0003842542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008005141,0.00085560745,0.0007773967,0.0038756377,0.0009876047,0.002352794,0.0006234664,0.0006080157,0.0063964315],"category_scores_gemma":[0.017130854,0.0003867091,0.0014875124,0.003828517,0.0011911875,0.0011712009,0.0015835197,0.0009375513,0.00046940113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019163135,0.00066759734,0.9235404,0.00023478962,0.00065408257,0.0004321528,0.009464599,0.013858852,0.0012710014,0.008652334,0.0018937947,0.039138764],"study_design_scores_gemma":[0.000052369203,0.0010484714,0.72409284,0.00026837038,0.0005692699,0.00064152223,0.034128595,0.21851136,0.0017492147,0.01142159,0.007389131,0.00012734489],"about_ca_topic_score_codex":0.006528135,"about_ca_topic_score_gemma":0.004900983,"teacher_disagreement_score":0.008005141,"about_ca_system_score_codex":0.0011977609,"about_ca_system_score_gemma":0.00233065,"threshold_uncertainty_score":0.04233575},"labels":[],"label_agreement":null},{"id":"W4396542942","doi":"10.1109/ihtc58960.2023.10508824","title":"Enhancing Western Organizational Cybersecurity Resilience through Tailored Education for Non-Technical Employees","year":2023,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Thompson Rivers University","funders":"","keywords":"Resilience (materials science); Computer security; Computer science; Knowledge management; Business; Internet privacy","score_opus":0.012933200868823451,"score_gpt":0.2813717449629786,"score_spread":0.2684385440941552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396542942","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":[0.9893718,0.00013256905,0.0028720791,0.0011529007,0.000058522754,0.00030034044,0.000025675208,0.00013016806,0.0059561282],"genre_scores_gemma":[0.9852358,0.0003521427,0.009661472,0.0008735653,0.000035940448,0.0002737794,0.000055786237,0.000014765185,0.0034967249],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957293,0.00015230388,0.000015862273,0.00004215635,0.000053766955,0.00016300863],"domain_scores_gemma":[0.9984518,0.00032224698,0.00020205665,0.00015065879,0.00012878727,0.0007443077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009428315,0.00031033493,0.00017060709,0.0003857288,0.00073061825,0.00087106094,0.0004788819,0.0005069949,0.0043757004],"category_scores_gemma":[0.0024950504,0.00012946875,0.0002356381,0.00022192048,0.00039177242,0.00052035926,0.0015495929,0.0006088452,0.00086086825],"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":[0.00064208254,0.025424186,0.08127571,0.0009844543,0.00007084712,0.0007580788,0.024441523,0.0013976992,0.032665588,0.0014014392,0.00869511,0.8222433],"study_design_scores_gemma":[0.0009352057,0.023482108,0.7662938,0.0019314298,0.00029673267,0.0015369185,0.058215313,0.007320098,0.030303983,0.0081826085,0.10134152,0.00016027172],"about_ca_topic_score_codex":0.00091981963,"about_ca_topic_score_gemma":0.002933462,"teacher_disagreement_score":0.0043757004,"about_ca_system_score_codex":0.00036035792,"about_ca_system_score_gemma":0.0018924518,"threshold_uncertainty_score":0.0146381855},"labels":[],"label_agreement":null},{"id":"W4396851448","doi":"10.25300/misq/2023/17707","title":"Time Will Tell: The Case for an Idiographic Approach to Behavioral Cybersecurity Research","year":2024,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Information and Cyber Security","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":"University of Waterloo","funders":"","keywords":"Nomothetic and idiographic; Computer security; Computer science; Business; Public relations; Engineering management; Engineering; Process management; Psychology; Knowledge management; Political science; Social psychology","score_opus":0.056479541571932766,"score_gpt":0.3424178196016775,"score_spread":0.28593827802974475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396851448","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10341021,0.012836876,0.42859685,0.24471827,0.0025666081,0.0010711252,0.0008429312,0.0001826939,0.20577452],"genre_scores_gemma":[0.84978116,0.00596434,0.11911197,0.016242133,0.00058504235,0.0021146943,0.00040544922,0.000118240605,0.005677013],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9354333,0.05464938,0.0018126764,0.0029900821,0.0037651302,0.0013494532],"domain_scores_gemma":[0.88800544,0.08386914,0.0072573577,0.011654072,0.006518958,0.0026950764],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06737329,0.0009922959,0.0012131354,0.0064701717,0.0073428713,0.013372168,0.0031153164,0.004239614,0.0050294828],"category_scores_gemma":[0.07573776,0.0008869522,0.000744843,0.0062361886,0.03599462,0.034570042,0.009442518,0.008742817,0.0007878416],"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":[0.000025852816,0.00003712598,0.0025884754,0.00014770801,0.000009749724,0.00013417761,0.05352738,0.000114839124,0.000071429924,0.93044114,0.001799282,0.011102772],"study_design_scores_gemma":[0.000036396068,0.00005721571,0.0022564603,0.0010036702,0.00002052937,0.00050568616,0.098080836,0.0017088789,0.00016441637,0.80623263,0.08987578,0.00005746239],"about_ca_topic_score_codex":0.0044516916,"about_ca_topic_score_gemma":0.003971372,"teacher_disagreement_score":0.9326267,"about_ca_system_score_codex":0.010982746,"about_ca_system_score_gemma":0.007390582,"threshold_uncertainty_score":0.35630828},"labels":[],"label_agreement":null},{"id":"W4399404231","doi":"10.2139/ssrn.4853771","title":"PODCAST: Beyond 911: Better Approaches for Behavioral Crises","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Toronto","funders":"","keywords":"Psychology; Computer science; Business","score_opus":0.0310537085235042,"score_gpt":0.2729181352346329,"score_spread":0.24186442671112868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399404231","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":[0.044819906,0.004747501,0.3517133,0.17545538,0.009208123,0.00044924693,0.0031585118,0.009302589,0.40114543],"genre_scores_gemma":[0.80681586,0.003089464,0.0904828,0.010093285,0.0031346462,0.0005210237,0.0020054178,0.0023897798,0.08146782],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732155,0.0017251661,0.00009347761,0.00028431098,0.0003350836,0.00024055658],"domain_scores_gemma":[0.98402655,0.007915328,0.0010139477,0.0026706718,0.0023400888,0.0020333412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064088474,0.0009022893,0.0010963645,0.0015114638,0.0028034572,0.009425648,0.0022263974,0.0031430929,0.0728786],"category_scores_gemma":[0.03271895,0.0003285476,0.00082205376,0.0014309121,0.0019150722,0.013911004,0.0049624406,0.0068052756,0.0067744786],"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":[0.00055945665,0.00045645653,0.0028627045,0.00034781575,0.000064199,0.00011254409,0.0010809968,0.015759556,0.0003429003,0.5046622,0.22239241,0.2513588],"study_design_scores_gemma":[0.00029268287,0.00014186096,0.0014945436,0.00029821353,0.000053337106,0.00007187197,0.0018061633,0.03832512,0.000426283,0.80508614,0.15193969,0.00006410911],"about_ca_topic_score_codex":0.006810547,"about_ca_topic_score_gemma":0.007813489,"teacher_disagreement_score":0.0728786,"about_ca_system_score_codex":0.0032802692,"about_ca_system_score_gemma":0.006070984,"threshold_uncertainty_score":0.2438032},"labels":[],"label_agreement":null},{"id":"W4399876398","doi":"10.1145/3660650.3660672","title":"You Hacked My Program! Teaching Cybersecurity using Game-based Learning","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Lethbridge","funders":"Universitas Brawijaya","keywords":"Computer science; Computer security; Game Developer; Game design; Multimedia","score_opus":0.018302329549644756,"score_gpt":0.28904052652379914,"score_spread":0.27073819697415435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399876398","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":[0.5923127,0.0003852067,0.2804621,0.002699543,0.00034999422,0.0022372422,0.00044985217,0.004551256,0.116552174],"genre_scores_gemma":[0.6422306,0.00084313756,0.30601245,0.0010888547,0.00005600602,0.0016993962,0.00084076525,0.0002950954,0.046933744],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994454,0.0001968106,0.000026881135,0.0000882046,0.00014291017,0.0000998723],"domain_scores_gemma":[0.99869627,0.0005696866,0.000107696826,0.000129197,0.00014308744,0.00035402292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007722471,0.0008770386,0.00029508173,0.000521727,0.0004991079,0.0019131429,0.0010627147,0.0006565396,0.009009805],"category_scores_gemma":[0.0031082549,0.00028811983,0.0004537282,0.00022767766,0.0007452392,0.0019502735,0.0018269296,0.0012864775,0.0029733062],"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":[0.0010391589,0.015327548,0.017619861,0.0013576861,0.00009696474,0.0008174853,0.014584484,0.018477852,0.06421764,0.045084175,0.061214726,0.7601625],"study_design_scores_gemma":[0.0009016652,0.012625948,0.03710707,0.0014454332,0.00019231276,0.0031102034,0.010508115,0.13509247,0.10284823,0.07599835,0.6197963,0.00037383608],"about_ca_topic_score_codex":0.000877174,"about_ca_topic_score_gemma":0.0016573801,"teacher_disagreement_score":0.009009805,"about_ca_system_score_codex":0.0004221158,"about_ca_system_score_gemma":0.000735603,"threshold_uncertainty_score":0.030140817},"labels":[],"label_agreement":null},{"id":"W4399898136","doi":"10.33423/jabe.v26i2.7042","title":"The Sunk Costs of Cybersecurity Testing: Who Bears Responsibility?","year":2024,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","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":"Sunk costs; Computer security; Business; Internet privacy; Computer science; Economics; Microeconomics","score_opus":0.01315442452852484,"score_gpt":0.2197322235876895,"score_spread":0.20657779905916468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399898136","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":[0.11492007,0.020639852,0.022635914,0.6204253,0.0026267348,0.00012982667,0.00021517204,0.000217686,0.21818943],"genre_scores_gemma":[0.96439373,0.0048500434,0.0024457807,0.014461118,0.0011924325,0.000065060754,0.000036572077,0.000098114186,0.012457189],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.969765,0.01331287,0.0011327027,0.0018450631,0.009933901,0.0040104412],"domain_scores_gemma":[0.86855894,0.0749207,0.018766215,0.0073722308,0.01732558,0.013056288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021801054,0.0004934512,0.0012052056,0.0023293898,0.0036147663,0.012175348,0.0018957179,0.005479963,0.018295143],"category_scores_gemma":[0.12658027,0.0004991878,0.0006244509,0.0014001649,0.008748112,0.01763393,0.004157237,0.0063677174,0.0022256465],"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":[0.00027160964,0.00041812102,0.053134862,0.00062904204,0.0002070635,0.0014082834,0.007896644,0.0027724109,0.0007598558,0.3786303,0.09453491,0.45933685],"study_design_scores_gemma":[0.000106029314,0.00033166457,0.08179719,0.0044556158,0.00023396774,0.004206667,0.034843165,0.0056085577,0.0019492861,0.6452088,0.22091082,0.00034829904],"about_ca_topic_score_codex":0.008475232,"about_ca_topic_score_gemma":0.0075436877,"teacher_disagreement_score":0.021801054,"about_ca_system_score_codex":0.007026758,"about_ca_system_score_gemma":0.01315538,"threshold_uncertainty_score":0.115296364},"labels":[],"label_agreement":null},{"id":"W4399920445","doi":"10.34190/eccws.23.1.2306","title":"Exploring Cybersecurity Implications in Higher Education","year":2024,"lang":"en","type":"article","venue":"European Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Computer security; Internet privacy; Computer science; Political science","score_opus":0.12671642766770502,"score_gpt":0.28761035869985785,"score_spread":0.16089393103215283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399920445","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":[0.0462522,0.86794126,0.0071104947,0.040790875,0.00095710775,0.0008013582,0.0006884479,0.000026585109,0.03543164],"genre_scores_gemma":[0.40703267,0.57254547,0.009273227,0.00893879,0.00023669888,0.0006082177,0.0003170607,0.000010816993,0.001036997],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9801327,0.012858227,0.002655459,0.0008515502,0.0027885332,0.0007134816],"domain_scores_gemma":[0.9256461,0.06130204,0.005434583,0.0009360174,0.0059985323,0.00068270206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022901708,0.00051258196,0.000898944,0.017069958,0.0019043076,0.0072182748,0.0008488679,0.0023527036,0.0035936623],"category_scores_gemma":[0.050011385,0.00043947413,0.0015691492,0.016577445,0.0042696083,0.009078133,0.0050747423,0.0022387858,0.00028022862],"study_design_candidate":"qualitative","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":[0.00006701321,0.00013850028,0.021715453,0.19198382,0.0010370739,0.0015999977,0.03255333,0.0019483608,0.0008670024,0.23048732,0.009393911,0.5082083],"study_design_scores_gemma":[0.000043757453,0.00029907923,0.025486222,0.38218638,0.0013387921,0.001988863,0.14753124,0.00090995105,0.001323027,0.08722875,0.35156575,0.000098224686],"about_ca_topic_score_codex":0.0042481273,"about_ca_topic_score_gemma":0.011391264,"teacher_disagreement_score":0.022901708,"about_ca_system_score_codex":0.006440537,"about_ca_system_score_gemma":0.029160582,"threshold_uncertainty_score":0.121117294},"labels":[],"label_agreement":null},{"id":"W4400112242","doi":"10.1109/tdsc.2024.3420712","title":"PerfSPEC: Performance Profiling-Based Proactive Security Policy Enforcement for Containers","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Dependable and Secure Computing","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada); Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Profiling (computer programming); Enforcement; Computer security; Security policy; Business; Computer science; Political science; Law; Operating system","score_opus":0.012232800809437085,"score_gpt":0.2579279129151216,"score_spread":0.24569511210568454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400112242","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":[0.14010856,0.001300584,0.5470066,0.00082641415,0.0006553135,0.00079805934,0.0011593333,0.29931542,0.008829669],"genre_scores_gemma":[0.84324694,0.00038764943,0.14595845,0.00051637884,0.00012556373,0.00023288898,0.002088372,0.003986007,0.0034577283],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99572587,0.0008706945,0.00038793773,0.00077772234,0.0015879294,0.0006497909],"domain_scores_gemma":[0.99154717,0.0016331009,0.0012691824,0.003553778,0.0015181139,0.00047876613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003056484,0.002316284,0.0008110911,0.0014874529,0.00086860976,0.002194756,0.0020685832,0.0008270753,0.0019560189],"category_scores_gemma":[0.01104057,0.0008394171,0.0006423536,0.0007119638,0.00084163446,0.0027212002,0.0019812041,0.0020683373,0.0015791865],"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":[0.0024772636,0.0013953405,0.04482619,0.0007219861,0.00031469247,0.00074634503,0.00080947566,0.093090594,0.14513256,0.011703839,0.08737004,0.61141175],"study_design_scores_gemma":[0.00008378376,0.0004887555,0.007821484,0.000072776485,0.00006117493,0.00037911328,0.00015983482,0.8651288,0.0978774,0.004245618,0.02348938,0.00019192931],"about_ca_topic_score_codex":0.0030391004,"about_ca_topic_score_gemma":0.0027930178,"teacher_disagreement_score":0.003056484,"about_ca_system_score_codex":0.0010120991,"about_ca_system_score_gemma":0.0023642224,"threshold_uncertainty_score":0.016164422},"labels":[],"label_agreement":null},{"id":"W4400196172","doi":"10.1108/dprg-02-2024-0033","title":"Revisiting the (disappearing) cost of data breach disclosures","year":2024,"lang":"en","type":"article","venue":"Digital Policy Regulation and Governance","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Data breach; Value (mathematics); Originality; Event study; Business; Market value; Market data; Accounting; Actuarial science; Economics; Marketing; Finance; Law; Computer security; Political science; Context (archaeology)","score_opus":0.02487992495806979,"score_gpt":0.2876496671522601,"score_spread":0.2627697421941903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400196172","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":[0.9416018,0.0035510808,0.006058052,0.015161533,0.00031638017,0.00020138733,0.0011456159,0.00007378434,0.031890225],"genre_scores_gemma":[0.99593276,0.0007461581,0.0012882298,0.00062874984,0.0001382022,0.000026648278,0.00019221082,0.00001533661,0.0010317235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901732,0.0035689585,0.0008412763,0.0009038549,0.0039308723,0.0005818285],"domain_scores_gemma":[0.7546166,0.13725987,0.07875362,0.010306872,0.01655955,0.002503586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009419523,0.0003163986,0.00034215918,0.0025656621,0.0010663088,0.0059291157,0.0012322981,0.0013425978,0.007980539],"category_scores_gemma":[0.12296648,0.00032204576,0.0005315667,0.0022169738,0.0024106177,0.007287377,0.0021920581,0.003223391,0.0006708161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060141494,0.00092787365,0.7177264,0.0015073199,0.00023540386,0.0011501365,0.0063492833,0.003009505,0.0020689846,0.03841212,0.008707465,0.21930417],"study_design_scores_gemma":[0.00005028234,0.0009699928,0.8929652,0.0014774293,0.00027980318,0.0015296557,0.030296383,0.0126906065,0.0035336064,0.021012636,0.035019584,0.00017482255],"about_ca_topic_score_codex":0.0045433333,"about_ca_topic_score_gemma":0.0048775002,"teacher_disagreement_score":0.009419523,"about_ca_system_score_codex":0.002794701,"about_ca_system_score_gemma":0.0021586427,"threshold_uncertainty_score":0.049815774},"labels":[],"label_agreement":null},{"id":"W4400252096","doi":"10.1016/j.iref.2024.103433","title":"Corporate communication and likelihood of data breaches","year":2024,"lang":"en","type":"article","venue":"International Review of Economics & Finance","topic":"Information and Cyber Security","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 Ottawa; Laurentian University","funders":"","keywords":"Business; Economics; Econometrics; Accounting; Actuarial science","score_opus":0.05324838611958024,"score_gpt":0.2901476148525757,"score_spread":0.23689922873299543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400252096","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":[0.917562,0.0089350175,0.008575011,0.030697709,0.00017567248,0.00007346314,0.0013559624,0.00009184496,0.03253319],"genre_scores_gemma":[0.99747187,0.00088089844,0.0002843864,0.00026901113,0.0001438864,0.000007939302,0.00015198259,0.000004448833,0.00078545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923086,0.0037956485,0.00076688937,0.0006917754,0.0016787539,0.0007582932],"domain_scores_gemma":[0.6135058,0.21852389,0.13706163,0.011957865,0.012866562,0.0060841935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010239731,0.0002295463,0.0005091422,0.0037049903,0.00076161895,0.0043399935,0.0009156361,0.0043857438,0.0068183406],"category_scores_gemma":[0.12947397,0.00036980567,0.00047415684,0.002813766,0.0019688855,0.0042984756,0.0015431378,0.004458972,0.0009770353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034105824,0.0003836476,0.92287123,0.00014609315,0.0002971151,0.0005082905,0.0008277156,0.0053467792,0.00029568817,0.0280602,0.0064341743,0.03448784],"study_design_scores_gemma":[0.00008012159,0.0005146231,0.8407634,0.0006369543,0.00052502425,0.0030522866,0.0043913852,0.035679054,0.001646004,0.10005727,0.01249051,0.00016348217],"about_ca_topic_score_codex":0.002727006,"about_ca_topic_score_gemma":0.0016453562,"teacher_disagreement_score":0.010239731,"about_ca_system_score_codex":0.0010361554,"about_ca_system_score_gemma":0.00067310967,"threshold_uncertainty_score":0.05415356},"labels":[],"label_agreement":null},{"id":"W4400275782","doi":"10.1109/tcss.2024.3403937","title":"BERT-Based Deceptive Review Detection in Social Media: Introducing DeceptiveBERT","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Computational Social Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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":"Social media; Computer science; Computer security; Artificial intelligence; World Wide Web","score_opus":0.018151130984433148,"score_gpt":0.27167269019972606,"score_spread":0.2535215592152929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400275782","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":[0.25855482,0.0019528621,0.72878104,0.0014669267,0.00024111307,0.00033622136,0.00064756745,0.0021943892,0.005825017],"genre_scores_gemma":[0.9380812,0.0005657795,0.055721898,0.00019638182,0.00014065056,0.00006984335,0.0005329086,0.00005074176,0.004640529],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989229,0.00033329416,0.000057612866,0.00023346099,0.0003641443,0.000088574205],"domain_scores_gemma":[0.9965546,0.0013163304,0.00059409026,0.0005503106,0.00086963264,0.00011508555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011409231,0.00079214043,0.00065809663,0.0012740738,0.0003996182,0.0013448988,0.0009862216,0.00087277376,0.0007990714],"category_scores_gemma":[0.007896855,0.00034714618,0.0005040668,0.00077881746,0.0006209127,0.0024170396,0.0010786898,0.0013613319,0.00074143807],"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":[0.0008314848,0.0004902613,0.024897855,0.00042762776,0.00023032712,0.00096136355,0.0009357314,0.19760822,0.023058584,0.018699124,0.009718363,0.7221411],"study_design_scores_gemma":[0.000007871095,0.000078949444,0.002097767,0.000015441601,0.00002607487,0.00023592441,0.000057035206,0.98642516,0.00612704,0.003233871,0.0016743337,0.000020514628],"about_ca_topic_score_codex":0.005061984,"about_ca_topic_score_gemma":0.006274426,"teacher_disagreement_score":0.005061984,"about_ca_system_score_codex":0.0009525121,"about_ca_system_score_gemma":0.0008069586,"threshold_uncertainty_score":0.010065019},"labels":[],"label_agreement":null},{"id":"W4400285325","doi":"10.3390/vehicles6030054","title":"STRIDE-Based Cybersecurity Threat Modeling, Risk Assessment and Treatment of an In-Vehicle Infotainment System","year":2024,"lang":"en","type":"article","venue":"Vehicles","topic":"Information and Cyber Security","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":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"STRIDE; Computer security; Computer science; Threat model; Aeronautics; Internet privacy; Engineering","score_opus":0.015837714204590833,"score_gpt":0.2690548713308107,"score_spread":0.25321715712621984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400285325","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":[0.34690148,0.0004152154,0.6216035,0.00062914746,0.000055855406,0.00033007594,0.00022542673,0.000326216,0.029513111],"genre_scores_gemma":[0.9560686,0.00031957967,0.037262075,0.00003853843,0.000007373589,0.00014738883,0.00011972793,0.00001854003,0.006018234],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959546,0.00013492754,0.000021082296,0.00004820579,0.00014732752,0.000053070282],"domain_scores_gemma":[0.9994523,0.00023305647,0.00008462146,0.000044611428,0.00015500365,0.000030470113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074788934,0.00075256964,0.00035370217,0.0011615892,0.00043617678,0.0013823215,0.00073349284,0.0007340634,0.0015134419],"category_scores_gemma":[0.0013513069,0.0002940048,0.0008465346,0.00035428634,0.0006123287,0.0013826329,0.0010835439,0.0007493015,0.00020711191],"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":[0.00006272492,0.000069039015,0.0028974337,0.00005684841,0.000040224197,0.00017671341,0.00020788159,0.9461622,0.0026874861,0.034484133,0.00038456812,0.012770727],"study_design_scores_gemma":[0.0000047835288,0.00007566355,0.00053252024,0.00001551092,0.000016227501,0.000057438458,0.00009454742,0.9915462,0.001258209,0.0052468544,0.0011424979,0.000009597291],"about_ca_topic_score_codex":0.007526949,"about_ca_topic_score_gemma":0.005487739,"teacher_disagreement_score":0.007526949,"about_ca_system_score_codex":0.0010025889,"about_ca_system_score_gemma":0.0011455745,"threshold_uncertainty_score":0.0149662495},"labels":[],"label_agreement":null},{"id":"W4400314822","doi":"10.1109/emr.2024.3423360","title":"Manager's Practical Toolkit to Improve Password Security in Organizations","year":2024,"lang":"en","type":"article","venue":"IEEE Engineering Management Review","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Password; Computer security; Business; Computer science","score_opus":0.006539160310230132,"score_gpt":0.25282484245620984,"score_spread":0.2462856821459797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400314822","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018377436,0.073584855,0.18866266,0.43051982,0.008759451,0.0016085891,0.00026898994,0.012242015,0.26597616],"genre_scores_gemma":[0.28277817,0.09649192,0.43364543,0.047432616,0.0043107118,0.0023093687,0.0003982527,0.0006574794,0.13197613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99252045,0.004030532,0.00049876055,0.0004513295,0.0020058765,0.0004931508],"domain_scores_gemma":[0.9869647,0.003945752,0.0019342162,0.0016845503,0.002343086,0.0031276161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010813903,0.00076383405,0.00035226092,0.0022677698,0.0017963047,0.0039371047,0.0021854036,0.0037613288,0.013609046],"category_scores_gemma":[0.017424857,0.0004346133,0.0005111714,0.001234231,0.0020654073,0.0061308937,0.005806709,0.0034866435,0.008438167],"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":[0.00003056461,0.0004919883,0.0013074635,0.0024320153,0.00002580225,0.00032514532,0.0028851796,0.0005237048,0.0017771448,0.050149847,0.23118272,0.70886844],"study_design_scores_gemma":[0.00006145509,0.00035297338,0.0019912352,0.0015335951,0.000023674345,0.0007680751,0.0018013834,0.0005376376,0.00086995517,0.0147482585,0.9772644,0.00004737699],"about_ca_topic_score_codex":0.0010288389,"about_ca_topic_score_gemma":0.0025784883,"teacher_disagreement_score":0.013609046,"about_ca_system_score_codex":0.001672881,"about_ca_system_score_gemma":0.009106362,"threshold_uncertainty_score":0.05719006},"labels":[],"label_agreement":null},{"id":"W4400375018","doi":"10.9734/ajrcos/2024/v17i7483","title":"Evaluating the Top Application Security Tools: From Static Analysis to Runtime Protection","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Research in Computer Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Computer science; Static analysis; Security analysis; Computer security; Programming language","score_opus":0.10621922409542484,"score_gpt":0.43865312433621706,"score_spread":0.3324339002407922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400375018","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":[0.89051694,0.0057196384,0.06439553,0.0012058652,0.00034353326,0.0003104245,0.0018445926,0.02118063,0.014482919],"genre_scores_gemma":[0.95120096,0.0004078588,0.044648007,0.00013701132,0.00004675377,0.00004810412,0.0013467546,0.000982823,0.0011817797],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9889759,0.00394008,0.0006439658,0.0009776468,0.004487754,0.0009747296],"domain_scores_gemma":[0.96988374,0.015868803,0.0025546863,0.0056826766,0.0051072123,0.0009028337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005855096,0.0021516564,0.0010801917,0.0042920965,0.00091545325,0.003526534,0.0017087399,0.001480093,0.002294556],"category_scores_gemma":[0.031280916,0.00080390007,0.0012033765,0.0021473537,0.0011186278,0.0040908293,0.0025312062,0.0021543526,0.0014349992],"study_design_candidate":"observational","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":[0.004359293,0.0021031538,0.14979859,0.0019728306,0.0012549837,0.00057864154,0.001386225,0.11243606,0.05954266,0.011166992,0.027275246,0.6281254],"study_design_scores_gemma":[0.00030703362,0.0021306698,0.050143693,0.00043248996,0.0009771915,0.00038943865,0.0013129725,0.85759336,0.0542633,0.019239038,0.01303753,0.00017319234],"about_ca_topic_score_codex":0.0051505775,"about_ca_topic_score_gemma":0.007328514,"teacher_disagreement_score":0.005855096,"about_ca_system_score_codex":0.0016522541,"about_ca_system_score_gemma":0.0032400398,"threshold_uncertainty_score":0.03096509},"labels":[],"label_agreement":null},{"id":"W4400391974","doi":"10.61969/jai.1466340","title":"Cybersecurity in The Health Sector in The Reality of Artificial Intelligence, And Information Security Conceptually","year":2024,"lang":"en","type":"article","venue":"Journal of AI","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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 Toronto","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; University of Toronto","keywords":"Computer security; Health care; Information security; Confidentiality; Safeguarding; Scope (computer science); Information technology; Internet privacy; Information security management; Computer science; Public sector; Business; Security information and event management; Cloud computing security; Cloud computing; Medicine; Political science","score_opus":0.02790587933506934,"score_gpt":0.30215787347969386,"score_spread":0.27425199414462453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400391974","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":[0.021672098,0.58639604,0.005230342,0.16064961,0.00405051,0.00008966114,0.00017629977,0.00004678126,0.22168863],"genre_scores_gemma":[0.5582011,0.37401402,0.006195299,0.03841617,0.004767755,0.0001865186,0.00017973862,0.000045304532,0.017994074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958752,0.0024668588,0.00024230582,0.00033466416,0.0007331391,0.00034789369],"domain_scores_gemma":[0.9935709,0.004360386,0.0009222828,0.00027367906,0.0005003957,0.00037228232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032591145,0.0004583992,0.0004920902,0.0051598973,0.0027285367,0.011905679,0.0005649953,0.004119252,0.0059614643],"category_scores_gemma":[0.00632373,0.00024125833,0.00049020536,0.0076447744,0.020164177,0.0141572645,0.0038058916,0.0040315855,0.0006465162],"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":[0.000037714,0.00004216161,0.003947056,0.002305006,0.00003733965,0.00085752795,0.017191252,0.00037772974,0.00031633652,0.8676914,0.03306117,0.074135296],"study_design_scores_gemma":[0.000012000603,0.00006989348,0.010553128,0.008426479,0.0000342235,0.0016759868,0.04068183,0.00030752222,0.00024815643,0.2770803,0.6608535,0.000056949455],"about_ca_topic_score_codex":0.004016341,"about_ca_topic_score_gemma":0.0043911026,"teacher_disagreement_score":0.011905679,"about_ca_system_score_codex":0.0067844484,"about_ca_system_score_gemma":0.0069279782,"threshold_uncertainty_score":0.049224913},"labels":[],"label_agreement":null},{"id":"W4400471229","doi":"10.3384/ecp210012","title":"Analyses of information security standards on data crawled from company web sites using SweClarin resources","year":2024,"lang":"en","type":"article","venue":"Linköping electronic conference proceedings","topic":"Information and Cyber Security","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":"Engineering Link (Canada)","funders":"","keywords":"Computer science; Credibility; Reading (process); Knowledge management; Social media; Set (abstract data type); Data science; World Wide Web; Political science","score_opus":0.0553063492978226,"score_gpt":0.33031263884863593,"score_spread":0.27500628955081335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400471229","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":[0.9400725,0.001025,0.00955952,0.0005344301,0.00007040031,0.0010100785,0.03463084,0.0006164765,0.012480735],"genre_scores_gemma":[0.7529301,0.0019081883,0.08663978,0.00020092401,0.00009637286,0.0035749222,0.14788744,0.0007740356,0.0059883064],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99390936,0.002323554,0.0010966412,0.000845476,0.0015276988,0.00029721274],"domain_scores_gemma":[0.94671607,0.041203372,0.0028807605,0.0031570757,0.005508622,0.0005340593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044979504,0.0005080703,0.00055558636,0.024310123,0.0016234322,0.0028061848,0.00052623625,0.0010690372,0.0018485765],"category_scores_gemma":[0.026513733,0.0003653724,0.0004978917,0.01775728,0.0016367447,0.002701748,0.0026508854,0.0010161792,0.0013952332],"study_design_candidate":"observational","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":[0.000997533,0.0014686544,0.13663991,0.011872531,0.00022611102,0.0099836895,0.22462872,0.0054076947,0.05275619,0.014111659,0.03642786,0.50547945],"study_design_scores_gemma":[0.00011878428,0.0003983014,0.54046005,0.0051529957,0.00021353355,0.003095597,0.10682031,0.014331776,0.042749997,0.00604638,0.2802577,0.00035458815],"about_ca_topic_score_codex":0.0061296765,"about_ca_topic_score_gemma":0.010348771,"teacher_disagreement_score":0.024310123,"about_ca_system_score_codex":0.0012724367,"about_ca_system_score_gemma":0.0022909224,"threshold_uncertainty_score":0.023787677},"labels":[],"label_agreement":null},{"id":"W4400499364","doi":"10.1007/978-3-031-64171-8_25","title":"SecMonS: A Security Monitoring Framework for IEC 61850 Substations Based on Configuration Files and Logs","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec","keywords":"IEC 61850; Computer science; Database; Operating system; Software engineering; Embedded system; Automation; Engineering","score_opus":0.017413855492747505,"score_gpt":0.26815934772065053,"score_spread":0.25074549222790304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400499364","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":[0.01099719,0.00018314218,0.7729773,0.00016075466,0.00006489855,0.00024052245,0.0015273541,0.20697826,0.0068706884],"genre_scores_gemma":[0.40155405,0.00064663327,0.5410912,0.0004767177,0.00014980508,0.00063835725,0.009778562,0.017122136,0.028542522],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928325,0.00012676846,0.000068578345,0.00013005183,0.00032875876,0.000062504616],"domain_scores_gemma":[0.9990451,0.0003062712,0.00013504372,0.0002874294,0.00015540856,0.000070745264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013806991,0.0014571879,0.0006939446,0.0015527006,0.00046832114,0.002047061,0.001820755,0.00073062594,0.00946189],"category_scores_gemma":[0.002502987,0.0009705094,0.00067695195,0.0006491282,0.0007092962,0.0028416004,0.0013633118,0.0013491189,0.0031492035],"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":[0.0011876109,0.00048596386,0.0100808535,0.00071735575,0.00028080592,0.0010734226,0.0012022738,0.08593567,0.055549458,0.082561724,0.1641764,0.59674853],"study_design_scores_gemma":[0.00018438113,0.00025124245,0.005137999,0.00024029355,0.00017692806,0.00077485264,0.0001579546,0.7344395,0.06370872,0.040883947,0.15385818,0.00018602051],"about_ca_topic_score_codex":0.0044359737,"about_ca_topic_score_gemma":0.0060462668,"teacher_disagreement_score":0.00946189,"about_ca_system_score_codex":0.0007441098,"about_ca_system_score_gemma":0.0011046308,"threshold_uncertainty_score":0.031653166},"labels":[],"label_agreement":null},{"id":"W4400586154","doi":"10.1007/978-3-031-65172-4_12","title":"Optimal Automated Generation of Playbooks","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Soar; Computer science; Automation; Orchestration; Front and back ends; Software engineering; Artificial intelligence; Operating system","score_opus":0.018659786334357865,"score_gpt":0.24753334026942012,"score_spread":0.22887355393506226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400586154","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":[0.0520542,0.000389129,0.9158459,0.00025114606,0.0001901292,0.00025339503,0.0008446581,0.010157414,0.020014038],"genre_scores_gemma":[0.47675678,0.000270147,0.49735197,0.00009489489,0.000056748362,0.00022442796,0.0025812578,0.0012428238,0.021420982],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994122,0.00010041411,0.000027136679,0.00016285905,0.00018621451,0.00011117033],"domain_scores_gemma":[0.9989951,0.0005018588,0.000039514387,0.00018122735,0.00022681932,0.00005534902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043733462,0.0009909327,0.0010484663,0.00081240566,0.0006925403,0.0016790639,0.001568247,0.00084794825,0.027116796],"category_scores_gemma":[0.002518296,0.00063152413,0.0007160846,0.0007489884,0.0005775146,0.0012831893,0.0018816333,0.00087232556,0.0047448734],"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":[0.0009721367,0.00025690565,0.0010931507,0.00035680793,0.000046980756,0.00040794685,0.00023170146,0.1708422,0.02670137,0.034341794,0.024002042,0.74074686],"study_design_scores_gemma":[0.000095383824,0.00011088475,0.0004129856,0.00003978116,0.000032989305,0.00014860182,0.00017570796,0.94766927,0.016568312,0.02326869,0.011456162,0.000021388447],"about_ca_topic_score_codex":0.0038217597,"about_ca_topic_score_gemma":0.005431537,"teacher_disagreement_score":0.027116796,"about_ca_system_score_codex":0.00072598684,"about_ca_system_score_gemma":0.001403199,"threshold_uncertainty_score":0.09071475},"labels":[],"label_agreement":null},{"id":"W4400663039","doi":"10.1111/deci.12640","title":"Sharing is caring: Designing incentive rebate strategies for information‐sharing alliances","year":2024,"lang":"en","type":"article","venue":"Decision Sciences","topic":"Information and Cyber Security","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":"Western University","funders":"","keywords":"Information sharing; Incentive; Business; Knowledge management; Computer science; Microeconomics; Economics","score_opus":0.06220977951451623,"score_gpt":0.3390407665964135,"score_spread":0.2768309870818973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400663039","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":[0.4056256,0.000343989,0.56187075,0.0024148661,0.00009094725,0.0007120748,0.000082676794,0.00020996704,0.02864923],"genre_scores_gemma":[0.98139465,0.000072116294,0.01715489,0.000058850626,0.0000067711176,0.00010976473,0.000010006843,0.0000078535695,0.0011850669],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809986,0.001139452,0.00006378524,0.00023686573,0.00013629295,0.0003238299],"domain_scores_gemma":[0.9948455,0.0029838444,0.00085336575,0.00030260923,0.00035142005,0.0006632147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042212964,0.00061881274,0.00086754275,0.00069650507,0.0010111184,0.002291714,0.0018498923,0.0020984015,0.006648802],"category_scores_gemma":[0.012857264,0.000520004,0.00055813167,0.0004781988,0.0013564994,0.003921415,0.0023750735,0.0015361629,0.00042872777],"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":[0.00039297785,0.0007170608,0.0041158595,0.00017955009,0.000084080435,0.00045230502,0.00075372774,0.6132105,0.0029675704,0.31925347,0.002414023,0.05545889],"study_design_scores_gemma":[0.00006552587,0.00021809923,0.00064137595,0.00003578427,0.000019970315,0.00007662884,0.0006022901,0.9247701,0.00041186012,0.071470276,0.0016617317,0.00002639679],"about_ca_topic_score_codex":0.0018298127,"about_ca_topic_score_gemma":0.0017727467,"teacher_disagreement_score":0.006648802,"about_ca_system_score_codex":0.0021702545,"about_ca_system_score_gemma":0.0021774087,"threshold_uncertainty_score":0.022324562},"labels":[],"label_agreement":null},{"id":"W4400978768","doi":"10.1109/tce.2024.3433565","title":"Multimodal Game-Theoretic Cyber-Attack Projection in Industrial Control Systems","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Consumer Electronics","topic":"Information and Cyber Security","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":"Université Laval; University of Calgary","funders":"","keywords":"Industrial control system; Computer science; Game theory; Projection (relational algebra); Control system; Control (management); Computer security; Engineering; Electrical engineering; Artificial intelligence; Mathematics; Algorithm","score_opus":0.01704030703713604,"score_gpt":0.2550851244195736,"score_spread":0.23804481738243755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400978768","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":[0.116965026,0.00039554152,0.87202585,0.0007860437,0.000057937174,0.000100809855,0.000107462285,0.000301799,0.009259536],"genre_scores_gemma":[0.9787482,0.00010751227,0.018358162,0.000093144896,0.000012504077,0.00006880339,0.00003704316,0.000023002247,0.0025515982],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935466,0.00029598238,0.000021920227,0.00011661952,0.00010639331,0.000104410916],"domain_scores_gemma":[0.99860805,0.0008702648,0.00014065258,0.00004714805,0.00018905553,0.00014481574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014750501,0.0009977064,0.00082044903,0.00046754282,0.00033977503,0.00096325914,0.00086008647,0.0009214385,0.0027593197],"category_scores_gemma":[0.0034101754,0.00048383567,0.00054188893,0.00026206835,0.0012384964,0.0012320323,0.001361407,0.0015449815,0.0001805375],"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":[0.000045272016,0.000029786708,0.00040001157,0.000027089442,0.0000197078,0.000050003087,0.000033588258,0.9811218,0.0004921329,0.010623134,0.00028061622,0.0068768617],"study_design_scores_gemma":[0.0000028197053,0.000011380581,0.00004865247,0.0000017358486,0.0000018336173,0.0000029123214,0.000003413865,0.9970681,0.00005836036,0.0027518875,0.000046927646,0.0000019116762],"about_ca_topic_score_codex":0.010744387,"about_ca_topic_score_gemma":0.007227709,"teacher_disagreement_score":0.010744387,"about_ca_system_score_codex":0.0018302902,"about_ca_system_score_gemma":0.001402509,"threshold_uncertainty_score":0.021363735},"labels":[],"label_agreement":null},{"id":"W4400993136","doi":"10.69554/nudm2770","title":"Third-party risk management: Strategy to mitigate ‘on-premise’ and ‘cloud’ cyber security risks","year":2019,"lang":"en","type":"article","venue":"Cyber security.","topic":"Information and Cyber Security","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":"Premise; Cloud computing; Computer security; Risk management; Business; Cloud computing security; Risk analysis (engineering); Computer science; Finance","score_opus":0.011792915772668151,"score_gpt":0.24821103742304318,"score_spread":0.23641812165037504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400993136","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":[0.047641292,0.0036219046,0.6265024,0.082944945,0.00087614375,0.0015589321,0.000101596655,0.0011580735,0.2355947],"genre_scores_gemma":[0.7338964,0.0036098547,0.20723857,0.011497512,0.0006897674,0.001179053,0.0002373854,0.0003940054,0.04125754],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9726925,0.0114985155,0.0010880146,0.0015464792,0.010850515,0.0023239772],"domain_scores_gemma":[0.96630627,0.009327226,0.0055273795,0.005140254,0.009893643,0.0038052432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024325397,0.0019607572,0.0008382222,0.003515009,0.005058647,0.020280033,0.0044964966,0.0073960233,0.0048887194],"category_scores_gemma":[0.029433072,0.00055095286,0.0019140862,0.001792713,0.0061070337,0.01478338,0.018401913,0.00903673,0.0027791525],"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":[0.00008190064,0.00055144896,0.005730644,0.00054300856,0.00017536321,0.0015005978,0.009490353,0.013376557,0.004160751,0.7745211,0.020314699,0.16955346],"study_design_scores_gemma":[0.000055184726,0.00040432325,0.0029620375,0.0020541241,0.00013834146,0.0020615158,0.01386093,0.04102497,0.00837178,0.60519516,0.32366684,0.00020475847],"about_ca_topic_score_codex":0.0021617457,"about_ca_topic_score_gemma":0.0013581191,"teacher_disagreement_score":0.024325397,"about_ca_system_score_codex":0.0057541816,"about_ca_system_score_gemma":0.021532143,"threshold_uncertainty_score":0.12864655},"labels":[],"label_agreement":null},{"id":"W4401069510","doi":"10.2139/ssrn.4909519","title":"Reputation-Based Trust Assessment of Transacting Service Components","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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; Western University","funders":"","keywords":"Reputation; Business; Service (business); Computer security; Internet privacy; Computer science; Marketing; Political science; Law","score_opus":0.014039749897064226,"score_gpt":0.2795713153472323,"score_spread":0.26553156545016804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401069510","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":[0.40770227,0.0011846276,0.5779274,0.0008614669,0.00023419409,0.00025456923,0.00022752509,0.00128032,0.010327497],"genre_scores_gemma":[0.98388404,0.000055478697,0.015026307,0.000013860932,0.000023137152,0.000014115619,0.00006703026,0.00002456238,0.00089156174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9914034,0.0028595168,0.0007097653,0.001193261,0.003063659,0.0007703753],"domain_scores_gemma":[0.96504486,0.011899932,0.0040017804,0.004475508,0.012891207,0.0016867499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008732963,0.0008651162,0.0014711944,0.0019480981,0.0012020344,0.005382505,0.0020978455,0.001987693,0.001995835],"category_scores_gemma":[0.04706887,0.0006165289,0.00078356947,0.0013283563,0.001025931,0.005155904,0.0020463031,0.0017556195,0.0009338484],"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":[0.0047710952,0.00072986336,0.08370138,0.00068092666,0.0008475595,0.0011759838,0.0021759253,0.41878113,0.038422447,0.057699736,0.0075561428,0.3834578],"study_design_scores_gemma":[0.000024320683,0.00020306288,0.004235796,0.000024983437,0.00010355851,0.00014541995,0.00016872356,0.98276603,0.0048239925,0.0068421406,0.00062308257,0.00003883659],"about_ca_topic_score_codex":0.0052687735,"about_ca_topic_score_gemma":0.00452182,"teacher_disagreement_score":0.008732963,"about_ca_system_score_codex":0.002303415,"about_ca_system_score_gemma":0.002012718,"threshold_uncertainty_score":0.046184838},"labels":[],"label_agreement":null},{"id":"W4401110360","doi":"10.1109/cits61189.2024.10608033","title":"Cloud-Based Perspective for Intelligent Transportation and Crime Prevention: A Web Deployment Solution","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Software deployment; Cloud computing; Perspective (graphical); Computer science; Intelligent transportation system; Computer security; World Wide Web; Transport engineering; Engineering; Software engineering; Operating system; Artificial intelligence","score_opus":0.022569309139727337,"score_gpt":0.2896474025796076,"score_spread":0.26707809343988026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401110360","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":[0.0362552,0.0013845233,0.90577394,0.0064692367,0.0005811884,0.00040407619,0.0005459658,0.012191489,0.03639439],"genre_scores_gemma":[0.6169116,0.0018604418,0.35883182,0.0019895467,0.0004234998,0.00024998383,0.0014950602,0.0008580179,0.017379986],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947256,0.00008986337,0.000026195066,0.0001072801,0.00017574825,0.00012842122],"domain_scores_gemma":[0.9994417,0.00005940511,0.000040342286,0.00015963477,0.00015205111,0.00014688498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047405515,0.00049729313,0.00043007897,0.0006319291,0.0007812183,0.0020130016,0.0017161277,0.0010409922,0.003950323],"category_scores_gemma":[0.00085551705,0.0002701869,0.00047774593,0.0010848189,0.00033232788,0.0024531784,0.0017496455,0.0013578326,0.0019592096],"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":[0.0006402204,0.0012867359,0.0077023134,0.00051877444,0.00021857981,0.0020794997,0.0005808286,0.058772177,0.04181441,0.14600824,0.15427987,0.5860984],"study_design_scores_gemma":[0.00008972617,0.00014977889,0.002646672,0.00011031582,0.00007097376,0.0006971656,0.00058678037,0.8102607,0.012246278,0.04503614,0.12804677,0.000058694768],"about_ca_topic_score_codex":0.005450239,"about_ca_topic_score_gemma":0.0052441573,"teacher_disagreement_score":0.005450239,"about_ca_system_score_codex":0.0006092631,"about_ca_system_score_gemma":0.0010470274,"threshold_uncertainty_score":0.013215184},"labels":[],"label_agreement":null},{"id":"W4401115180","doi":"10.36227/techrxiv.172235865.52469624/v1","title":"Key Lessons Learned for Technology Managers from CrowdStrike Global IT Outage","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Key (lock); Business; Vigilance (psychology); Business continuity; Computer security; Risk analysis (engineering); Software; Government (linguistics); Process management; Computer science","score_opus":0.040222695354811586,"score_gpt":0.3244237473930009,"score_spread":0.2842010520381893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401115180","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05535589,0.0059114564,0.014854246,0.8330753,0.002920297,0.00010747123,0.00026979976,0.00029514267,0.08721041],"genre_scores_gemma":[0.8459493,0.012688136,0.012161065,0.09274937,0.002454462,0.00018778998,0.0002866972,0.000351624,0.033171553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943211,0.0028113849,0.00015512561,0.000628459,0.00090306083,0.001180778],"domain_scores_gemma":[0.98457366,0.007117109,0.0009499597,0.0008830126,0.0029903527,0.003485844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009158928,0.0010843208,0.0005355301,0.0017185778,0.008830028,0.017364115,0.002837848,0.0067891413,0.011404837],"category_scores_gemma":[0.025683366,0.0005733144,0.0005051606,0.0015997682,0.011513048,0.026596675,0.00791067,0.014881276,0.0030046073],"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":[0.00012844134,0.00040095457,0.013089151,0.00086721196,0.00004805782,0.0040268074,0.1703558,0.0017634155,0.0011110877,0.36360535,0.29308113,0.15152264],"study_design_scores_gemma":[0.000038235652,0.00014266482,0.00535763,0.0016976356,0.000030281266,0.00088704756,0.33542708,0.0021728107,0.000912047,0.29399905,0.359186,0.00014943839],"about_ca_topic_score_codex":0.011131236,"about_ca_topic_score_gemma":0.022082813,"teacher_disagreement_score":0.017364115,"about_ca_system_score_codex":0.0074263085,"about_ca_system_score_gemma":0.010614972,"threshold_uncertainty_score":0.053881884},"labels":[],"label_agreement":null},{"id":"W4401202869","doi":"10.48550/arxiv.2407.20396","title":"Mutual information chain rules for security proofs robust against device imperfections","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Information and Cyber Security","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":"QuantERA; Air Force Office of Scientific Research; Eidgenössische Technische Hochschule Zürich; University of Waterloo; Natural Sciences and Engineering Research Council of Canada; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Mathematical proof; Computer security; Mutual information; Computer science; Chain (unit); Information security; Theoretical computer science; Business; Mathematics; Artificial intelligence; Physics","score_opus":0.040606271161924765,"score_gpt":0.18747967506563576,"score_spread":0.146873403903711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401202869","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":[0.0092075495,0.0003519455,0.98074657,0.0002921842,0.00005054915,0.00012723128,0.00012406264,0.00033378418,0.008766091],"genre_scores_gemma":[0.59218335,0.0012959839,0.39386764,0.00078852224,0.00036730993,0.0009914059,0.0005906801,0.00088842097,0.009026673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9838882,0.0047737495,0.0012650462,0.0027471357,0.006287765,0.0010380987],"domain_scores_gemma":[0.9529787,0.03321166,0.002765239,0.007141929,0.0032674707,0.0006350088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012731018,0.0013230894,0.0013818996,0.0035766556,0.0016054636,0.004155119,0.002996062,0.0023460176,0.006089199],"category_scores_gemma":[0.046365764,0.001286765,0.0023924808,0.002167727,0.0064932103,0.012131661,0.004885065,0.0058666063,0.0019726653],"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":[0.000043760498,0.000026165548,0.00020515326,0.000112894195,0.000034377532,0.00013093284,0.00018776255,0.036360197,0.0020348842,0.9464844,0.00070659415,0.0136729535],"study_design_scores_gemma":[0.00001502975,0.000027816099,0.00007084087,0.000041520874,0.000015962418,0.000061788036,0.0000128721385,0.1300236,0.0037784828,0.86397266,0.001945919,0.00003347955],"about_ca_topic_score_codex":0.0006792804,"about_ca_topic_score_gemma":0.0005183,"teacher_disagreement_score":0.012731018,"about_ca_system_score_codex":0.0026631965,"about_ca_system_score_gemma":0.0017884123,"threshold_uncertainty_score":0.06732887},"labels":[],"label_agreement":null},{"id":"W4401329681","doi":"10.1109/icoeca62351.2024.00058","title":"Cybersecurity KPIs in Higher Institutions: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"","topic":"Information and Cyber Security","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 Canada West","funders":"","keywords":"Computer science; Performance indicator; Computer security; Data science; Business","score_opus":0.10142502957956472,"score_gpt":0.3577536192777141,"score_spread":0.25632858969814937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401329681","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":[0.0034783767,0.9923619,0.00054032245,0.0006979061,0.0001797552,0.0012355478,0.00066582824,0.000017486633,0.0008228768],"genre_scores_gemma":[0.03842556,0.95648265,0.0020968243,0.0006725605,0.00008608592,0.0016299248,0.00043327297,0.000010558432,0.0001625583],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9720321,0.0075010555,0.011241764,0.0014086581,0.007203183,0.00061331864],"domain_scores_gemma":[0.89440554,0.07281978,0.017842669,0.0018122474,0.012027033,0.001092765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017350111,0.0015681194,0.0054053185,0.03372179,0.0014447558,0.0038483397,0.001845655,0.0022482516,0.0026212067],"category_scores_gemma":[0.095526464,0.0013096898,0.0056865704,0.031044347,0.0015155603,0.005498886,0.0026791198,0.0016992966,0.00035484985],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008784834,0.00003065356,0.0023650127,0.9264117,0.0023808046,0.00024268984,0.0012119585,0.00015221072,0.00017362862,0.00055488455,0.002044679,0.064343944],"study_design_scores_gemma":[0.000056647674,0.00015988767,0.0056284755,0.9588574,0.010687822,0.0005969277,0.0017344143,0.00008783089,0.00021962341,0.00037896604,0.02154926,0.0000428917],"about_ca_topic_score_codex":0.011796861,"about_ca_topic_score_gemma":0.03430307,"teacher_disagreement_score":0.03372179,"about_ca_system_score_codex":0.008689447,"about_ca_system_score_gemma":0.03916314,"threshold_uncertainty_score":0.09175724},"labels":[],"label_agreement":null},{"id":"W4401331696","doi":"10.1109/icoeca62351.2024.00052","title":"Examining Cyber Threats and Vulnerabilities: A Deep Dive into British Columbia's Cybersecurity Landscape","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Canada West","funders":"University Canada West","keywords":"Computer security; Computer science; Cyber threats","score_opus":0.012199699293225863,"score_gpt":0.2295111799605823,"score_spread":0.21731148066735642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401331696","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":[0.92983925,0.003350145,0.0011457659,0.0042472556,0.000037854596,0.00011769388,0.009478513,0.00013073039,0.051652633],"genre_scores_gemma":[0.9697343,0.0035001787,0.0018113969,0.0008070132,0.000009404898,0.000056786725,0.0056912345,0.000081082595,0.018308591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999355,0.000061233164,0.0000337085,0.000093138115,0.00025365225,0.00020332006],"domain_scores_gemma":[0.9956872,0.00082967145,0.0003231026,0.00020615595,0.0023732851,0.0005806105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049882964,0.0003259789,0.00024533205,0.007268604,0.0041830163,0.003769965,0.0006985412,0.00044034972,0.003325962],"category_scores_gemma":[0.0030560219,0.00023144222,0.00015387226,0.014685601,0.0015430799,0.0011440231,0.0015311743,0.0007276169,0.000525246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003050585,0.00013655609,0.562374,0.00095678034,0.00010649583,0.003921869,0.05141651,0.002129806,0.009191097,0.008629912,0.051595952,0.30923608],"study_design_scores_gemma":[0.0000064544865,0.000038373983,0.7813973,0.00050765445,0.000049948598,0.0005368654,0.09207434,0.0014801143,0.0018448334,0.0010229063,0.12092972,0.00011147349],"about_ca_topic_score_codex":0.9843031,"about_ca_topic_score_gemma":0.9942068,"teacher_disagreement_score":0.028528342,"about_ca_system_score_codex":0.028528342,"about_ca_system_score_gemma":0.029531961,"threshold_uncertainty_score":0.20698857},"labels":[],"label_agreement":null},{"id":"W4401481361","doi":"10.1080/19393555.2024.2387347","title":"“The pull to do nothing would be strong”: limitations &amp; opportunities in reporting insider threats","year":2024,"lang":"en","type":"article","venue":"Information Security Journal A Global Perspective","topic":"Information and Cyber Security","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":"Nothing; Insider; Computer science; Computer security; Internet privacy; Business; Political science; Law; Philosophy","score_opus":0.11295442994455698,"score_gpt":0.3534731457812363,"score_spread":0.2405187158366793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401481361","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":[0.68638545,0.010578072,0.049792733,0.16771366,0.0024979266,0.0037001306,0.0009824082,0.00020867566,0.078140974],"genre_scores_gemma":[0.94181585,0.0026353574,0.02789997,0.02040488,0.0005885663,0.0034268047,0.00020151555,0.00011120714,0.0029158427],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.68539405,0.2536529,0.017547363,0.0056563886,0.034742624,0.0030065684],"domain_scores_gemma":[0.36160243,0.5134226,0.036545973,0.033895615,0.050173365,0.0043600122],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.30636117,0.00065164076,0.00068657374,0.0032824278,0.0049047214,0.0073752757,0.0048390813,0.001968198,0.0041969055],"category_scores_gemma":[0.44894013,0.00064928597,0.0015638906,0.003817828,0.009743683,0.014923969,0.0051283156,0.0032595606,0.00093755446],"study_design_candidate":"qualitative","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":[0.00062871765,0.00049486576,0.22846402,0.006191403,0.00050976325,0.00068488024,0.31156653,0.0009902198,0.0013729392,0.026799563,0.025077682,0.3972194],"study_design_scores_gemma":[0.00013746109,0.0013170169,0.16093487,0.019806717,0.000532039,0.0023701445,0.63366455,0.006418983,0.0038751941,0.026105974,0.144425,0.00041195872],"about_ca_topic_score_codex":0.01919828,"about_ca_topic_score_gemma":0.02544338,"teacher_disagreement_score":0.30636117,"about_ca_system_score_codex":0.0046443846,"about_ca_system_score_gemma":0.010966004,"threshold_uncertainty_score":0.8553802},"labels":[],"label_agreement":null},{"id":"W4401534518","doi":"10.2139/ssrn.4912682","title":"Manager's Practical Toolkit to Improve Password Security in Organizations","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Password; Computer security; Computer science; Password strength; One-time password","score_opus":0.004339257103348072,"score_gpt":0.2508996696399978,"score_spread":0.24656041253664976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401534518","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017770074,0.002393339,0.19275159,0.5044906,0.016330147,0.0035979915,0.0008138144,0.05779954,0.20405291],"genre_scores_gemma":[0.12852356,0.0034360155,0.39535555,0.069838725,0.0044562877,0.0036777735,0.0011924114,0.003847052,0.38967264],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98844403,0.0050362633,0.0007717013,0.0007056091,0.003907386,0.001135026],"domain_scores_gemma":[0.96022606,0.0054142,0.0017809803,0.0047117868,0.009344003,0.018522965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012907982,0.0013830905,0.0005524344,0.001890978,0.005071741,0.006538029,0.0034610494,0.0061065704,0.07717113],"category_scores_gemma":[0.03137548,0.00096867484,0.0007225096,0.0008679645,0.0017162093,0.008465008,0.008050487,0.008122718,0.040763523],"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":[0.000043168937,0.00089815725,0.0013423247,0.00025509336,0.000012520035,0.00027083707,0.0014393606,0.00038114915,0.0012036514,0.0032504387,0.73607576,0.2548274],"study_design_scores_gemma":[0.00026371633,0.0009918094,0.006311035,0.00066834985,0.000050385028,0.0012459436,0.0061175707,0.0030169657,0.0024746465,0.01302629,0.96566117,0.00017201819],"about_ca_topic_score_codex":0.003291091,"about_ca_topic_score_gemma":0.0080971075,"teacher_disagreement_score":0.07717113,"about_ca_system_score_codex":0.0019822877,"about_ca_system_score_gemma":0.020260094,"threshold_uncertainty_score":0.25816315},"labels":[],"label_agreement":null},{"id":"W4401609956","doi":"10.36227/techrxiv.172373675.55159205/v1","title":"A Systematic Literature Review on Cyberwarfare and State-Sponsored Hacking: Penetration Testing Insights","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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 Guelph","funders":"","keywords":"Hacker; Cyberwarfare; Political science; State (computer science); Computer security; Engineering ethics; Computer science; Engineering","score_opus":0.021659193242534618,"score_gpt":0.2596214983629906,"score_spread":0.23796230512045596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401609956","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":[0.0012083282,0.99369735,0.0008941696,0.0014713185,0.00025999447,0.00028917697,0.0005565029,0.000019555882,0.0016036595],"genre_scores_gemma":[0.006943307,0.9899659,0.0012721313,0.0008694999,0.00008933536,0.00033873634,0.00031705378,0.000011375797,0.00019272989],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98778987,0.004588732,0.0035797695,0.0009016471,0.0027390483,0.00040096673],"domain_scores_gemma":[0.8741034,0.102729335,0.010531317,0.0018625114,0.009934214,0.0008392436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012451308,0.0016454197,0.0037458052,0.026969818,0.0010339933,0.004310341,0.0018973508,0.0025931257,0.007752657],"category_scores_gemma":[0.095000796,0.0012558474,0.004690376,0.024757916,0.0017803403,0.0063060164,0.0029075725,0.002206341,0.0009846335],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011403548,0.000046191526,0.0012988227,0.7461832,0.0016562382,0.0002913848,0.0012292926,0.00037123545,0.0002793114,0.0028336344,0.010151148,0.23554553],"study_design_scores_gemma":[0.000032896565,0.00010681372,0.0021458846,0.9186273,0.0056435633,0.0005250471,0.0009895518,0.0000838217,0.00019889008,0.0015911122,0.07002098,0.00003412354],"about_ca_topic_score_codex":0.006615462,"about_ca_topic_score_gemma":0.019026814,"teacher_disagreement_score":0.026969818,"about_ca_system_score_codex":0.003991133,"about_ca_system_score_gemma":0.024398865,"threshold_uncertainty_score":0.0658496},"labels":[],"label_agreement":null},{"id":"W4401638928","doi":"10.3390/electronics13163257","title":"Assessing the Effectiveness of Cyber Domain Controls When Conducting Cybersecurity Audits: Insights from Higher Education Institutions in Canada","year":2024,"lang":"en","type":"article","venue":"Electronics","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"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":"Audit; Computer security; Domain (mathematical analysis); Business; Cyber threats; Computer science; Knowledge management; Accounting; Mathematics","score_opus":0.01855362551122076,"score_gpt":0.2759421695196541,"score_spread":0.25738854400843336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401638928","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":[0.99064356,0.00028659037,0.0010193238,0.001403491,0.000016675804,0.0001706124,0.00026894905,0.000029758296,0.0061611044],"genre_scores_gemma":[0.9972584,0.00024148235,0.0008783856,0.00015807964,0.0000021152503,0.000016287746,0.000107571934,0.000008420286,0.0013291002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990666,0.0014777884,0.0003934333,0.00051659415,0.003931507,0.0030147112],"domain_scores_gemma":[0.9438029,0.0085035255,0.0063150544,0.0015510346,0.031167716,0.008659656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008530305,0.00044555767,0.00054024276,0.0031384127,0.009903018,0.0057758694,0.0016334342,0.00060106866,0.001459348],"category_scores_gemma":[0.0293165,0.00047857114,0.00046660536,0.005987576,0.003961147,0.0015563538,0.0035090065,0.0016448206,0.00019594262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022199732,0.00028770266,0.8883135,0.00023671686,0.00006139298,0.00043851614,0.038963716,0.0023192992,0.00095771643,0.0031346017,0.0031053193,0.06195959],"study_design_scores_gemma":[0.000019259372,0.00015016425,0.8530447,0.00028106893,0.000065792054,0.000107137894,0.128088,0.004730329,0.0013064893,0.00059694034,0.0114960605,0.00011410665],"about_ca_topic_score_codex":0.99264824,"about_ca_topic_score_gemma":0.9965647,"teacher_disagreement_score":0.15135458,"about_ca_system_score_codex":0.15135458,"about_ca_system_score_gemma":0.25931197,"threshold_uncertainty_score":0.9843084},"labels":[],"label_agreement":null},{"id":"W4401706423","doi":"10.2139/ssrn.4888940","title":"Cybersecurity Education for Healthcare Staff: Effective Course Design Strategies","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Lakehead University","funders":"","keywords":"Course (navigation); Health care; Business; Computer security; Medical education; Computer science; Engineering management; Engineering; Medicine; Political science","score_opus":0.011875859301056573,"score_gpt":0.301352593429128,"score_spread":0.28947673412807146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401706423","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":[0.4584937,0.0026037972,0.3589098,0.063823804,0.0015843213,0.019466314,0.000528856,0.0041605616,0.09042892],"genre_scores_gemma":[0.53488725,0.0014425112,0.43451643,0.0051786094,0.00022558172,0.0097278925,0.0002836434,0.0001865932,0.013551541],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9931244,0.0040492173,0.00031659275,0.00050638895,0.0013083443,0.000695105],"domain_scores_gemma":[0.97223645,0.013832616,0.0022140301,0.001338666,0.0046780948,0.0057001864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0145267155,0.001097629,0.0007441371,0.0018182443,0.0025690615,0.0055889604,0.0029406755,0.0030256005,0.015538818],"category_scores_gemma":[0.03193165,0.0007336666,0.00047986113,0.0009337474,0.0005929399,0.003925483,0.0044187205,0.0026285395,0.0029264202],"study_design_candidate":"qualitative","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":[0.0007469513,0.01884373,0.008483737,0.0011262548,0.000047730304,0.00011732592,0.0046725883,0.0048910454,0.0046859756,0.012524276,0.039699957,0.90416044],"study_design_scores_gemma":[0.009087703,0.021278458,0.11025993,0.011098216,0.0014031818,0.0008009631,0.065236196,0.13792379,0.04417437,0.21409386,0.3838412,0.0008020634],"about_ca_topic_score_codex":0.0020085261,"about_ca_topic_score_gemma":0.005572292,"teacher_disagreement_score":0.015538818,"about_ca_system_score_codex":0.0036430748,"about_ca_system_score_gemma":0.013236997,"threshold_uncertainty_score":0.0768255},"labels":[],"label_agreement":null},{"id":"W4401819034","doi":"10.2139/ssrn.4934656","title":"An Initial Step to Evaluating the Malicious Behavior for Trustworthy Recommendation Systems","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Université de Montréal","funders":"","keywords":"Trustworthiness; Computer science; Computer security; Internet privacy; Psychology","score_opus":0.03672641039898937,"score_gpt":0.36714954357388074,"score_spread":0.33042313317489136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401819034","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":[0.6065927,0.0018358731,0.36669466,0.003386882,0.00034406965,0.0015690592,0.0011715327,0.0031267176,0.015278509],"genre_scores_gemma":[0.8873768,0.00019916224,0.10935461,0.00016893672,0.000060074064,0.00011589445,0.0004944891,0.00007574941,0.002154315],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99171245,0.0028404864,0.00069474714,0.00056843273,0.0038379862,0.00034594125],"domain_scores_gemma":[0.9443937,0.02769862,0.0031336714,0.0072580036,0.01568253,0.0018335005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089791,0.0010008862,0.0011424588,0.0019361178,0.0013285233,0.0036903154,0.001092954,0.002498701,0.003897924],"category_scores_gemma":[0.061098456,0.00040960673,0.0006346382,0.00071142864,0.00072580593,0.0044867867,0.00079036853,0.0020281177,0.0016774804],"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":[0.0026714676,0.0021635687,0.3399357,0.0008410424,0.0010993693,0.0005800785,0.00093006337,0.094179004,0.06531773,0.017630542,0.012476552,0.46217498],"study_design_scores_gemma":[0.00009875014,0.003147101,0.046380877,0.00018592339,0.0002744543,0.0005306915,0.0008634515,0.8919853,0.037034705,0.014678437,0.0047064372,0.00011383559],"about_ca_topic_score_codex":0.0051580374,"about_ca_topic_score_gemma":0.007878641,"teacher_disagreement_score":0.0089791,"about_ca_system_score_codex":0.0012627527,"about_ca_system_score_gemma":0.0019868095,"threshold_uncertainty_score":0.047486544},"labels":[],"label_agreement":null},{"id":"W4401879875","doi":"10.1109/tifs.2024.3449038","title":"ACE-WARP: A Cost-Effective Approach to Proactive and Non-Disruptive Incident Response in Kubernetes Clusters","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Information Forensics and Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ericsson (Canada); Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science","score_opus":0.008421502743420389,"score_gpt":0.23991891585669195,"score_spread":0.23149741311327157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401879875","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":[0.14863592,0.0006209068,0.8295806,0.00088631647,0.0002218009,0.00037513365,0.0002419286,0.010236656,0.0092007285],"genre_scores_gemma":[0.8486496,0.00013649558,0.14838856,0.00014811977,0.000026413276,0.00012714005,0.00018446853,0.00022439809,0.0021147977],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942964,0.00015066472,0.000031666397,0.00009453802,0.00014639487,0.00014701384],"domain_scores_gemma":[0.99931633,0.00027039417,0.000086169195,0.00009652858,0.00011111823,0.00011942069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009148094,0.001267297,0.00067648117,0.000452207,0.00065066956,0.0010331972,0.0014789207,0.0007857277,0.0020992414],"category_scores_gemma":[0.0018751133,0.00031836904,0.00046991603,0.00035216523,0.0005383588,0.00097179046,0.0016818943,0.0010865021,0.00035023468],"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":[0.00030371,0.000141238,0.0017684484,0.00013425517,0.000056220095,0.00020858062,0.000062205945,0.9105612,0.008881507,0.0028778235,0.0035391476,0.07146561],"study_design_scores_gemma":[0.00001890141,0.000060372484,0.00035332044,0.0000045144966,0.0000114086615,0.00004135829,0.00004810946,0.9948769,0.002489102,0.001094797,0.0009909574,0.000010240829],"about_ca_topic_score_codex":0.004459137,"about_ca_topic_score_gemma":0.0044846702,"teacher_disagreement_score":0.004459137,"about_ca_system_score_codex":0.00073152327,"about_ca_system_score_gemma":0.0011206681,"threshold_uncertainty_score":0.00886637},"labels":[],"label_agreement":null},{"id":"W4401973830","doi":"10.3390/jcp4030028","title":"Individual Differences in Psychological Stress Associated with Data Breach Experiences","year":2024,"lang":"en","type":"article","venue":"Journal of Cybersecurity and Privacy","topic":"Information and Cyber Security","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 Calgary","funders":"","keywords":"Psychology; Psychological stress; Stress (linguistics); Social psychology; Clinical psychology; Philosophy","score_opus":0.05874358333284908,"score_gpt":0.3145052145045441,"score_spread":0.25576163117169504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401973830","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":[0.9993783,0.00006937915,0.000072505434,0.000043405893,0.0000047457147,0.000010379829,0.000048826063,0.0000014273701,0.00037100288],"genre_scores_gemma":[0.99949443,0.000072844196,0.00010391768,0.000036528454,0.000006664448,0.00001341443,0.00007331477,8.903285e-7,0.00019800689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993543,0.00022368091,0.00007760964,0.00011276177,0.00014048345,0.000091217604],"domain_scores_gemma":[0.996102,0.0008756726,0.0018553253,0.00021197909,0.00028092737,0.0006740097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074830354,0.00018258131,0.0002456869,0.0005136391,0.00041739835,0.00071855646,0.0001597257,0.00041062266,0.0015124471],"category_scores_gemma":[0.005305613,0.00017273323,0.00034680348,0.00040351538,0.00037673465,0.00038636624,0.0006903529,0.00076717976,0.00016779588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016645963,0.0003163772,0.9875793,0.000032934644,0.000088432185,0.000096330805,0.0032199216,0.00007475889,0.00086242164,0.000052780546,0.00013182427,0.007378393],"study_design_scores_gemma":[0.0000024932583,0.00012910635,0.99758077,0.0000059936115,0.000008980109,0.00009558533,0.001833246,0.00006861242,0.000067422276,0.00004799068,0.00015225161,0.0000075134008],"about_ca_topic_score_codex":0.001025079,"about_ca_topic_score_gemma":0.0019647728,"teacher_disagreement_score":0.0015124471,"about_ca_system_score_codex":0.00018347781,"about_ca_system_score_gemma":0.00015656826,"threshold_uncertainty_score":0.0050596},"labels":[],"label_agreement":null},{"id":"W4402067519","doi":"10.18280/ijsse.140415","title":"A Novel Socio-Technical Framework for Enhancing Cyber Crisis Management Capabilities","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Crisis management; Process management; Risk analysis (engineering); Crisis response; Sociotechnical system; Computer security; Business; Computer science; Knowledge management; Medical emergency; Medicine; Political science; Public relations","score_opus":0.006805710346347425,"score_gpt":0.24647525784933835,"score_spread":0.23966954750299094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402067519","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":[0.07294417,0.00031407576,0.6188089,0.017407008,0.00026211323,0.0006050287,0.0002508641,0.0008209706,0.28858677],"genre_scores_gemma":[0.8437773,0.00015885332,0.14497717,0.0003507978,0.00005756815,0.00030889348,0.00008866048,0.000052694522,0.010227982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99843127,0.00071637786,0.00007122099,0.00019086992,0.00039102274,0.00019935807],"domain_scores_gemma":[0.9977017,0.0007670986,0.00024890556,0.00036068476,0.0004139201,0.0005076942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023555267,0.0006203969,0.00020837544,0.0017920416,0.002016734,0.0053189592,0.0013523477,0.0017499385,0.008574169],"category_scores_gemma":[0.0041188034,0.00028902583,0.0004275434,0.000801846,0.004444002,0.0070181526,0.005658398,0.0015952991,0.0009356893],"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":[0.000011721478,0.0001260007,0.0009412416,0.000044634566,0.000007673795,0.00016875219,0.0020691878,0.0040720543,0.0016095092,0.97733843,0.0014125541,0.0121984165],"study_design_scores_gemma":[0.000026244094,0.000106311585,0.0014867525,0.00011113217,0.000023637045,0.0002424689,0.005760317,0.067547426,0.0015780348,0.86097544,0.06210505,0.000037113732],"about_ca_topic_score_codex":0.0027583227,"about_ca_topic_score_gemma":0.0045740143,"teacher_disagreement_score":0.008574169,"about_ca_system_score_codex":0.002164362,"about_ca_system_score_gemma":0.0044825207,"threshold_uncertainty_score":0.028683424},"labels":[],"label_agreement":null},{"id":"W4402071545","doi":"10.18280/ijsse.140410","title":"Assessing Cybersecurity Awareness Among Vocational Students in Office Administration","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":3,"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":"Administration (probate law); Computer security; Vocational education; Engineering; Business; Medical emergency; Computer science; Psychology; Political science; Medicine; Pedagogy; Law","score_opus":0.00930009601267258,"score_gpt":0.2880230786389119,"score_spread":0.27872298262623935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402071545","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":[0.99967,0.000009602629,0.000014611377,0.000025461464,0.0000030835458,0.000008332867,0.0000061985575,9.537615e-7,0.00026174157],"genre_scores_gemma":[0.9994804,0.000028364526,0.000051705887,0.000038687936,0.0000028649067,0.000008516128,0.00002310614,7.476022e-7,0.00036555683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990119,0.00017226987,0.000077986595,0.00008808901,0.00027333412,0.00037645214],"domain_scores_gemma":[0.9941706,0.0008818587,0.0012693601,0.00016041507,0.0010840592,0.0024336688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016653793,0.00033590352,0.00040868312,0.0010316245,0.0014162726,0.0023877579,0.0005964141,0.001106127,0.0016937789],"category_scores_gemma":[0.0063140234,0.00044770917,0.0005888591,0.0005037956,0.00058411766,0.00078169786,0.0013157987,0.002013404,0.0007549386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010104821,0.0027625666,0.9867583,0.00001592205,0.000024342726,0.00007096055,0.0036841542,0.000047699123,0.00058431545,0.000036024834,0.00014151787,0.0057731965],"study_design_scores_gemma":[0.000015010354,0.0011690678,0.9867583,0.000028433271,0.000034127148,0.00011635548,0.010335113,0.0003972742,0.0005630489,0.0000715807,0.0004976621,0.000013965686],"about_ca_topic_score_codex":0.008330459,"about_ca_topic_score_gemma":0.013398579,"teacher_disagreement_score":0.008330459,"about_ca_system_score_codex":0.0009984804,"about_ca_system_score_gemma":0.0021349143,"threshold_uncertainty_score":0.016563952},"labels":[],"label_agreement":null},{"id":"W4402117897","doi":"10.1007/978-3-031-68034-2_3","title":"Defining Cybersecurity in Healthcare","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Computer security; Health care; Internet privacy; Medical emergency; Business; Computer science; Political science; Medicine; Law","score_opus":0.016540779960528523,"score_gpt":0.279902084964211,"score_spread":0.2633613050036825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402117897","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":[0.00088030286,0.19047894,0.01216987,0.017978793,0.0052255173,0.000041781695,0.000066570174,0.000074279415,0.773084],"genre_scores_gemma":[0.040297028,0.21908422,0.011050611,0.012216674,0.005511877,0.00012224994,0.00021036796,0.00016591493,0.711341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995858,0.00015596407,0.000017015682,0.000047166002,0.00015166562,0.00004231906],"domain_scores_gemma":[0.9995913,0.0002654526,0.00002004455,0.00002758219,0.000058920727,0.000036832495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007388086,0.0007895891,0.00047138083,0.0011076228,0.0010657614,0.0060816715,0.00073642924,0.0018807005,0.017044934],"category_scores_gemma":[0.0009784745,0.00027439685,0.00024161742,0.0018367165,0.004687574,0.0058453036,0.0018718917,0.004139759,0.0055460315],"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":[0.00000370492,0.0000140949505,0.00004071413,0.00018368252,0.0000027025706,0.000034844805,0.0008607439,0.00031937615,0.00015429463,0.8397708,0.096771106,0.061843984],"study_design_scores_gemma":[0.000001592424,0.0000070777673,0.00010556756,0.00047212798,0.0000019476058,0.00009215154,0.00042264332,0.00023171159,0.000119673125,0.15829112,0.84024984,0.0000046726077],"about_ca_topic_score_codex":0.0026428367,"about_ca_topic_score_gemma":0.004463057,"teacher_disagreement_score":0.017044934,"about_ca_system_score_codex":0.0029376014,"about_ca_system_score_gemma":0.002633711,"threshold_uncertainty_score":0.057020962},"labels":[],"label_agreement":null},{"id":"W4402117942","doi":"10.1007/978-3-031-68034-2_9","title":"Cybersecurity Governance and Ethics","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Corporate governance; Computer security; Political science; Public administration; Business; Computer science","score_opus":0.023744307021089966,"score_gpt":0.28089794098846405,"score_spread":0.25715363396737406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402117942","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":[0.00068227254,0.015037952,0.0030938466,0.005641413,0.00081246963,0.000013559166,0.000021408721,0.000025737649,0.9746713],"genre_scores_gemma":[0.042968556,0.018465452,0.0019059422,0.0018698669,0.0009645052,0.000063655585,0.00006845901,0.00008037876,0.9336132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994423,0.00021083662,0.000012623165,0.000057816575,0.00023275962,0.00004364653],"domain_scores_gemma":[0.999584,0.00021379086,0.000022386412,0.00005698423,0.000087639746,0.000035189427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070773374,0.00057648757,0.0003431585,0.0009509198,0.0015435898,0.0063637244,0.00047569987,0.0015435758,0.01828072],"category_scores_gemma":[0.0011331404,0.00023663639,0.00011853599,0.0016252131,0.004994257,0.004702548,0.0011469633,0.0030287665,0.004611603],"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":[0.0000010067253,0.000007643895,0.0000137015,0.00002520392,5.490917e-7,0.000007021339,0.00032096868,0.00012928632,0.000032096148,0.93366975,0.047332074,0.018460678],"study_design_scores_gemma":[0.0000011129999,0.000003717303,0.000081200444,0.00015225359,8.3193385e-7,0.000023739978,0.00025844888,0.00021471771,0.000071304385,0.31877163,0.68041855,0.0000025938211],"about_ca_topic_score_codex":0.0033347367,"about_ca_topic_score_gemma":0.0055088275,"teacher_disagreement_score":0.01828072,"about_ca_system_score_codex":0.0032108738,"about_ca_system_score_gemma":0.0027272694,"threshold_uncertainty_score":0.06115508},"labels":[],"label_agreement":null},{"id":"W4402118942","doi":"10.1007/978-3-031-68034-2_6","title":"Healthcare System and Infra-Security","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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 Calgary; York University; University of Toronto","funders":"","keywords":"Health care; Business; Computer science; Computer security; Political science","score_opus":0.01509958850015386,"score_gpt":0.26277941067918836,"score_spread":0.2476798221790345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402118942","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":[0.0005367372,0.039153855,0.0040080883,0.0053385524,0.0018741448,0.000015952897,0.00006124534,0.000053941407,0.9489575],"genre_scores_gemma":[0.013353175,0.026293766,0.0017191661,0.0020859074,0.001069343,0.000026657211,0.00009751778,0.00006794866,0.95528644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972147,0.00008053989,0.000009078321,0.00003624136,0.00012040117,0.00003227],"domain_scores_gemma":[0.9998273,0.00007917056,0.000010466767,0.000022070246,0.000043288077,0.00001775108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003760637,0.0006049737,0.00033433115,0.0009865288,0.0009203706,0.004869901,0.00051821553,0.0013376035,0.04593169],"category_scores_gemma":[0.00059459155,0.00024210098,0.000188464,0.0015022898,0.0019901074,0.0035690335,0.0009992184,0.0024307868,0.016426213],"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":[0.000005325844,0.000016650543,0.000048484893,0.00009101919,0.0000021057463,0.000022486156,0.00034698792,0.0002391721,0.00015557141,0.7155423,0.1953598,0.08817011],"study_design_scores_gemma":[0.0000010225021,0.000005699764,0.00012503144,0.00010657517,0.000001380925,0.000048012505,0.00012532105,0.000192267,0.00008085388,0.056783557,0.94252783,0.00000242417],"about_ca_topic_score_codex":0.0031753122,"about_ca_topic_score_gemma":0.005319747,"teacher_disagreement_score":0.04593169,"about_ca_system_score_codex":0.0023501632,"about_ca_system_score_gemma":0.0019048379,"threshold_uncertainty_score":0.15365684},"labels":[],"label_agreement":null},{"id":"W4402118967","doi":"10.1007/978-3-031-68034-2","title":"Understanding Cybersecurity Management in Healthcare","year":2024,"lang":"en","type":"book","venue":"Progress in IS","topic":"Information and Cyber Security","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 Toronto; York University; University of Calgary","funders":"","keywords":"Computer security; Health care; Computer science; Business; Political science","score_opus":0.06233653107844179,"score_gpt":0.3058351063503992,"score_spread":0.2434985752719574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402118967","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":[0.0029987048,0.11596675,0.040548,0.033443816,0.0019601735,0.00003799848,0.00027065555,0.0002507407,0.80452317],"genre_scores_gemma":[0.09508014,0.1811503,0.03966708,0.010003304,0.0027539695,0.00012502896,0.00086557755,0.00021131431,0.6701433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998715,0.000038295097,0.0000042750953,0.000017756282,0.000055777673,0.000012358795],"domain_scores_gemma":[0.99968624,0.00022583512,0.00001540193,0.000014920193,0.00003199427,0.000025678786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036777655,0.0004445348,0.00030305024,0.00052687066,0.00045275086,0.0039473544,0.0005760553,0.0011216417,0.018621549],"category_scores_gemma":[0.0007686056,0.00019391894,0.00022425682,0.0009428783,0.0016108664,0.0038288715,0.0007448363,0.0018283998,0.0039125984],"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":[0.000009914119,0.00003127613,0.00025522904,0.00025002408,0.000010741373,0.000077831035,0.001526751,0.0016622039,0.00047283122,0.6118609,0.20361738,0.1802249],"study_design_scores_gemma":[0.000002896782,0.000010729297,0.0006161412,0.0004898139,0.0000056889694,0.00013381887,0.0008986621,0.0017708022,0.00018445918,0.32436052,0.67151886,0.0000076111432],"about_ca_topic_score_codex":0.0036622398,"about_ca_topic_score_gemma":0.0067570596,"teacher_disagreement_score":0.018621549,"about_ca_system_score_codex":0.0014649314,"about_ca_system_score_gemma":0.0014858581,"threshold_uncertainty_score":0.062295258},"labels":[],"label_agreement":null},{"id":"W4402118982","doi":"10.1007/978-3-031-68034-2_8","title":"Cybersecurity Risk Analysis, Assessment, and Mitigation","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Risk analysis (engineering); Computer security; Computer science; Business","score_opus":0.010508911705836265,"score_gpt":0.2861990851218784,"score_spread":0.27569017341604213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402118982","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":[0.0031265717,0.13688195,0.08510039,0.009842094,0.0027580902,0.000102374965,0.0003854802,0.00047974885,0.7613234],"genre_scores_gemma":[0.065379836,0.21776725,0.050956972,0.0014650013,0.0024061124,0.00012581497,0.0007202467,0.00033169202,0.66084707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920756,0.000104122526,0.000019199404,0.000076787284,0.0005604914,0.00003199054],"domain_scores_gemma":[0.99899334,0.0005720757,0.000057370627,0.000101210484,0.00023706375,0.000038821578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009119205,0.0009928074,0.00067870907,0.0018726,0.0005410348,0.005212809,0.0009968912,0.0010439447,0.021649642],"category_scores_gemma":[0.0018744423,0.00036833956,0.00039962717,0.0024886099,0.001581918,0.0038027633,0.0010616771,0.0022205801,0.0066737025],"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":[0.0000129740565,0.000068665424,0.0003598216,0.00041162223,0.000019443016,0.0000466549,0.00020468717,0.005817223,0.00061824586,0.3787593,0.17043445,0.44324693],"study_design_scores_gemma":[0.0000029925163,0.00002880474,0.0006901541,0.0006563198,0.000012461163,0.00018950255,0.00026400632,0.007423635,0.0007639874,0.30410832,0.6858428,0.000017086617],"about_ca_topic_score_codex":0.002615165,"about_ca_topic_score_gemma":0.003999518,"teacher_disagreement_score":0.021649642,"about_ca_system_score_codex":0.0017084237,"about_ca_system_score_gemma":0.0025465654,"threshold_uncertainty_score":0.072425246},"labels":[],"label_agreement":null},{"id":"W4402118986","doi":"10.1007/978-3-031-68034-2_11","title":"Conclusion","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Medicine","score_opus":0.014878232397398218,"score_gpt":0.2649719199244411,"score_spread":0.25009368752704286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402118986","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":[0.002200023,0.0022749617,0.004570185,0.060361516,0.009601981,0.00009110262,0.0012520414,0.0003734089,0.9192748],"genre_scores_gemma":[0.040727936,0.0028103674,0.003642563,0.049203075,0.0027437306,0.00013632256,0.0018127662,0.00038910308,0.8985342],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979658,0.00034555176,0.00005303184,0.00040709015,0.00092735107,0.00030114778],"domain_scores_gemma":[0.99574524,0.00067889603,0.00012393405,0.0004160849,0.0024588502,0.0005770148],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002460218,0.00051626586,0.0003230676,0.0011144228,0.0020849262,0.005808714,0.0014213211,0.0020577554,0.29039937],"category_scores_gemma":[0.008742809,0.0001543569,0.00055742695,0.0008056896,0.0011651819,0.0033198583,0.0020899873,0.0024159108,0.09267375],"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":[0.00010002289,0.00005081944,0.0010933061,0.0002858881,0.000012720098,0.00013876385,0.0007103479,0.00017487876,0.0004331169,0.19090849,0.6962012,0.10989047],"study_design_scores_gemma":[0.00000820156,0.000009400578,0.00060712476,0.00020393504,0.0000065096597,0.000056308723,0.00079288357,0.000052423773,0.0002893621,0.019617181,0.9783522,0.000004525985],"about_ca_topic_score_codex":0.007616988,"about_ca_topic_score_gemma":0.008563625,"teacher_disagreement_score":0.7096006,"about_ca_system_score_codex":0.0032666388,"about_ca_system_score_gemma":0.004332191,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4402140322","doi":"10.1007/978-3-031-68034-2_5","title":"Personal Security","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Business; Computer science; Computer security","score_opus":0.014742481615509354,"score_gpt":0.2568211997706628,"score_spread":0.24207871815515347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402140322","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":[0.00019893433,0.0017404999,0.001025723,0.00073058985,0.0004762611,0.00001743166,0.000075555996,0.00012882217,0.9956061],"genre_scores_gemma":[0.0015308894,0.0010672078,0.00022858496,0.00027411105,0.00009989043,0.000009451173,0.00006174793,0.00003786495,0.99669015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964345,0.00005327095,0.000009726142,0.000067291934,0.00017590978,0.000050335977],"domain_scores_gemma":[0.99977,0.000043173623,0.0000130018125,0.00006837704,0.00006989396,0.000035664554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324841,0.0009150076,0.00038578492,0.0011124617,0.0019851727,0.0040272893,0.0005443354,0.0014735318,0.26277456],"category_scores_gemma":[0.00084068865,0.00033319427,0.00028663018,0.0010784648,0.00089512893,0.0031633556,0.0019650962,0.0023053663,0.22849572],"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":[0.000012230994,0.000029622095,0.00008823053,0.00009428339,0.000002751424,0.000054886288,0.00047920912,0.00011754723,0.00052593066,0.13224451,0.669789,0.19656166],"study_design_scores_gemma":[6.14574e-7,0.000003860084,0.000075908734,0.00003894734,8.240365e-7,0.000054610286,0.000056813176,0.00003851408,0.000082458595,0.004373325,0.9952727,0.0000014046036],"about_ca_topic_score_codex":0.0018864035,"about_ca_topic_score_gemma":0.0042580953,"teacher_disagreement_score":0.26277456,"about_ca_system_score_codex":0.0009888277,"about_ca_system_score_gemma":0.0010790388,"threshold_uncertainty_score":0.8790685},"labels":[],"label_agreement":null},{"id":"W4402140393","doi":"10.1007/978-3-031-68034-2_7","title":"Detection and Prevention of Cyberattacks in Healthcare","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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; York University; University of Toronto","funders":"","keywords":"Health care; Medical emergency; Computer security; Internet privacy; Business; Medicine; Computer science; Political science","score_opus":0.018007948645580814,"score_gpt":0.2909652207394643,"score_spread":0.2729572720938835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402140393","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":[0.0035951508,0.3496435,0.044179227,0.024119528,0.005369855,0.00014410702,0.00048189703,0.00057963305,0.571887],"genre_scores_gemma":[0.07130507,0.39552787,0.04198628,0.0066607744,0.004030697,0.00014834272,0.0007371016,0.00016707285,0.4794368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995994,0.00008541647,0.000015799342,0.00005105385,0.00022033115,0.000027923277],"domain_scores_gemma":[0.9991493,0.00059439946,0.000047698,0.00004089994,0.00013230479,0.000035398512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061046256,0.0006167584,0.00043499214,0.000993538,0.000312792,0.003151776,0.0007640302,0.0012334689,0.015432381],"category_scores_gemma":[0.0019222678,0.00023120578,0.00029358687,0.0011531624,0.00080933044,0.002256753,0.0006566641,0.001557218,0.0063418266],"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":[0.000022502225,0.00007892672,0.0006758839,0.00063383515,0.000019209872,0.00006233278,0.0003524912,0.0011134157,0.00063210726,0.084464505,0.19418252,0.7177622],"study_design_scores_gemma":[0.000011449463,0.00009154833,0.0038610434,0.002542863,0.000029445975,0.0006367654,0.00053370936,0.004112904,0.0014215577,0.10310537,0.8836243,0.000029057413],"about_ca_topic_score_codex":0.0025141467,"about_ca_topic_score_gemma":0.003740891,"teacher_disagreement_score":0.015432381,"about_ca_system_score_codex":0.0007195861,"about_ca_system_score_gemma":0.0013767089,"threshold_uncertainty_score":0.051626503},"labels":[],"label_agreement":null},{"id":"W4402259610","doi":"10.62973/12-118","title":"OWS-9 Security Engineering Report","year":2013,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Defence Science and Technology Group; U.S. Army Corps of Engineers; Defence Science and Technology Laboratory; Natural Resources Canada; Federal Aviation Administration; U.S. Geological Survey; National Aeronautics and Space Administration","keywords":"Computer science; Computer security","score_opus":0.015162174789733425,"score_gpt":0.24435199949928002,"score_spread":0.2291898247095466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402259610","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":[0.012141307,0.0009333526,0.0406242,0.010427003,0.002584061,0.0029071919,0.030537106,0.006031257,0.89381456],"genre_scores_gemma":[0.057257876,0.002183891,0.049190883,0.0018775798,0.0005303758,0.0018785488,0.09546532,0.0030943695,0.7885211],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895998,0.0010416458,0.00036308583,0.00037674725,0.0075787012,0.001039992],"domain_scores_gemma":[0.99170953,0.00077151915,0.00024767386,0.0010413,0.0055299946,0.0006999611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009994137,0.0010680661,0.00040138577,0.003344121,0.0022040221,0.0049693957,0.0014069425,0.0019614608,0.052136477],"category_scores_gemma":[0.010077692,0.00057271717,0.0006896,0.0015839842,0.0007033062,0.0034916988,0.002177823,0.0025872483,0.041447796],"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":[0.00022910534,0.00042775233,0.0020736186,0.00026719994,0.000020782252,0.0002329915,0.00038729503,0.002558595,0.006766338,0.055237383,0.83196044,0.09983857],"study_design_scores_gemma":[0.000015465248,0.000073007985,0.0010285095,0.00007726779,0.0000055876067,0.000086119406,0.00013752696,0.0010875321,0.0036698943,0.002545947,0.9912549,0.000018187082],"about_ca_topic_score_codex":0.036194872,"about_ca_topic_score_gemma":0.021264577,"teacher_disagreement_score":0.052136477,"about_ca_system_score_codex":0.0039576357,"about_ca_system_score_gemma":0.015288577,"threshold_uncertainty_score":0.17441392},"labels":[],"label_agreement":null},{"id":"W4402322793","doi":"10.5539/cis.v17n2p28","title":"Proactively Defending Enterprise Computer Systems Against Threats and Vulnerabilities","year":2024,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Information and Cyber Security","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; Computer security; Secure coding; Information security; Software security assurance; Security service","score_opus":0.014990238188894403,"score_gpt":0.24683516122029692,"score_spread":0.23184492303140253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402322793","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":[0.12916473,0.0017941475,0.8411548,0.00495904,0.00009093029,0.0005231564,0.00009323519,0.005404658,0.016815344],"genre_scores_gemma":[0.68137234,0.0015180802,0.3127527,0.00056035485,0.000042697535,0.00014601059,0.0002121004,0.00018913347,0.0032065494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957254,0.0014589339,0.00026930615,0.0004939187,0.0016751313,0.00037736146],"domain_scores_gemma":[0.9897091,0.0042020967,0.0012233336,0.00326513,0.0012810943,0.00031924772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064914296,0.0011140996,0.00049256417,0.002965749,0.0012732187,0.0081803,0.002797578,0.002064301,0.0012991825],"category_scores_gemma":[0.014831592,0.0007758837,0.0007974918,0.0013894433,0.0019391112,0.009151181,0.004142229,0.0021401094,0.0006587144],"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":[0.00013483038,0.0008337146,0.021960868,0.0012520994,0.00028724104,0.0005227876,0.0055461153,0.10580227,0.066791564,0.18004714,0.007148533,0.6096729],"study_design_scores_gemma":[0.000079771606,0.00092516874,0.009073592,0.0011540069,0.0005373101,0.0018351931,0.008169676,0.5645763,0.09985945,0.22149493,0.09203756,0.00025701607],"about_ca_topic_score_codex":0.0019688902,"about_ca_topic_score_gemma":0.002780773,"teacher_disagreement_score":0.0081803,"about_ca_system_score_codex":0.0011085919,"about_ca_system_score_gemma":0.0039089094,"threshold_uncertainty_score":0.03433031},"labels":[],"label_agreement":null},{"id":"W4402338344","doi":"10.2172/2430186","title":"Canada-US Blended Cyber-Physical Security Exercise (Final Report)","year":2023,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"National Nuclear Security Administration; Canadian Nuclear Laboratories; Sandia National Laboratories; Bruce Power; U.S. Department of Energy","keywords":"Cyber-physical system; Computer security; Physical security; Computer science; Operating system","score_opus":0.037867435048083924,"score_gpt":0.29258080743684445,"score_spread":0.2547133723887605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402338344","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":[0.20426697,0.00066586956,0.0053842026,0.011978373,0.001247062,0.004144187,0.034407154,0.0013906384,0.73651546],"genre_scores_gemma":[0.2168729,0.0004989922,0.007854073,0.0019369047,0.00006039203,0.00089070934,0.01249972,0.00021255479,0.7591738],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998733,0.00006976409,0.000015501393,0.000098677716,0.0007439062,0.00033926245],"domain_scores_gemma":[0.99728584,0.000054573622,0.000023282613,0.00007445669,0.0015679611,0.0009938809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012872502,0.000481314,0.00026816406,0.0008610401,0.0050456654,0.002340246,0.00073817174,0.0011264472,0.03714995],"category_scores_gemma":[0.0011121836,0.00028104146,0.00032073923,0.0009012982,0.0007844428,0.0005912393,0.0016239741,0.0012074589,0.0075268815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012605585,0.004566553,0.014431001,0.00020858619,0.000050211867,0.0002296033,0.002323623,0.0017651173,0.007162623,0.008645505,0.81199515,0.14736152],"study_design_scores_gemma":[0.00028557258,0.00084892585,0.11143986,0.00014771968,0.000040290066,0.000060466406,0.0077952202,0.0009742288,0.009673107,0.0013819314,0.8672937,0.000058854283],"about_ca_topic_score_codex":0.8816633,"about_ca_topic_score_gemma":0.9758933,"teacher_disagreement_score":0.11833668,"about_ca_system_score_codex":0.01320253,"about_ca_system_score_gemma":0.057068996,"threshold_uncertainty_score":0.23806715},"labels":[],"label_agreement":null},{"id":"W4402452651","doi":"10.11159/cist24.163","title":"Information Security Governance Knowledge Sharing: Survey","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Information and Cyber Security","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":"Information governance; Corporate governance; Knowledge management; Computer science; Knowledge sharing; Information security; Computer security; Information security management; Information sharing; Business; Information system; Security information and event management; Cloud computing security; World Wide Web; Management information systems; Political science; Cloud computing","score_opus":0.007425077167151799,"score_gpt":0.2126680508645729,"score_spread":0.20524297369742112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402452651","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":[0.81422657,0.094291404,0.006234835,0.012295801,0.00011359053,0.00036275518,0.002746378,0.00007677516,0.06965202],"genre_scores_gemma":[0.9277367,0.06566183,0.0017378057,0.0008516227,0.000102430604,0.00013114337,0.0014768228,0.000017372124,0.0022843906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99542373,0.0016264108,0.0005870409,0.00054126664,0.001364734,0.00045675214],"domain_scores_gemma":[0.9641902,0.018208865,0.009657426,0.0016679637,0.0045585833,0.0017169861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005927958,0.00017482533,0.00036320087,0.006798127,0.0007916628,0.002688387,0.0006420418,0.0007462725,0.0039930744],"category_scores_gemma":[0.024397824,0.00019991279,0.00037177987,0.013413631,0.0011312099,0.004961228,0.0019233569,0.00071158935,0.0006428077],"study_design_candidate":"observational","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":[0.00016863339,0.00035658348,0.39363182,0.0022623593,0.00013939473,0.00012825783,0.008883771,0.0007129503,0.0003482269,0.011588,0.010031192,0.5717488],"study_design_scores_gemma":[0.00003109424,0.0003779327,0.75933254,0.005083546,0.00014963347,0.001207649,0.040212262,0.0014654071,0.000934709,0.0093744565,0.18177915,0.000051516476],"about_ca_topic_score_codex":0.004057362,"about_ca_topic_score_gemma":0.003229367,"teacher_disagreement_score":0.006798127,"about_ca_system_score_codex":0.0016688069,"about_ca_system_score_gemma":0.003707489,"threshold_uncertainty_score":0.031350434},"labels":[],"label_agreement":null},{"id":"W4402634880","doi":"10.2139/ssrn.4932552","title":"Pre-University Cyber Security Education: A Global Comparison of National Curricula","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Engineering and Physical Sciences Research Council; Global Affairs Canada","keywords":"Curriculum; Political science; National security; Engineering ethics; Engineering management; Engineering; Law","score_opus":0.007632303008354358,"score_gpt":0.28069637563151534,"score_spread":0.27306407262316096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402634880","genre_codex":"empirical","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":[0.9607012,0.0021481405,0.00035978857,0.0017337459,0.00006918799,0.000053980046,0.0009867386,0.000041393545,0.03390579],"genre_scores_gemma":[0.99544215,0.0008327146,0.00021722223,0.00025857723,0.000017939747,0.000028889115,0.0008198999,0.000017940738,0.0023646862],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981823,0.0003583936,0.00011874727,0.000173191,0.0004954423,0.00067194446],"domain_scores_gemma":[0.9899324,0.0022699193,0.0011833743,0.00046662925,0.0027215558,0.0034260855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023376746,0.00024024145,0.0003549177,0.004841291,0.0010813475,0.0022435382,0.00057770096,0.0005389071,0.00779989],"category_scores_gemma":[0.008814941,0.00012990145,0.00042414851,0.006089865,0.0007162379,0.0022159785,0.003160177,0.00067919336,0.0009606769],"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":[0.0011912633,0.0012099565,0.68526953,0.0006928339,0.00015857666,0.00022495748,0.012228155,0.00081719557,0.0016201178,0.014293779,0.0058905394,0.27640307],"study_design_scores_gemma":[0.000020397301,0.00022050441,0.984183,0.0001547317,0.000026871288,0.000060685343,0.0072887763,0.00009255334,0.00036633704,0.00046662695,0.007111775,0.000007765642],"about_ca_topic_score_codex":0.011256873,"about_ca_topic_score_gemma":0.029471437,"teacher_disagreement_score":0.011256873,"about_ca_system_score_codex":0.0026190735,"about_ca_system_score_gemma":0.005405585,"threshold_uncertainty_score":0.026093245},"labels":[],"label_agreement":null},{"id":"W4402687462","doi":"10.2514/6.2024-4850","title":"Software Runs Everything Off-World: Let’s Make Sure It’s Correct and Secure","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Computer science; Software; Computer security; Programming language; Operating system; Software engineering","score_opus":0.010710889928325142,"score_gpt":0.23963687387370425,"score_spread":0.2289259839453791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402687462","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030701675,0.0078033293,0.570432,0.20597175,0.006197191,0.00025138445,0.00062787643,0.009358156,0.16865659],"genre_scores_gemma":[0.53349054,0.010258589,0.34212512,0.03069481,0.0018022199,0.00034715893,0.001110916,0.0059981397,0.07417256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950853,0.0013028028,0.00026905042,0.0006506024,0.0023218195,0.00037040963],"domain_scores_gemma":[0.98904115,0.0038822747,0.0005828751,0.0027057526,0.003228839,0.00055905466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040410245,0.0008723726,0.00041720658,0.0010011576,0.0024385334,0.0062269815,0.0013516801,0.0027876522,0.00766264],"category_scores_gemma":[0.022432316,0.0005845471,0.00055200123,0.0007200323,0.011485617,0.015128796,0.0026886784,0.0050463523,0.0070741237],"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":[0.00022428692,0.000105422805,0.0051455195,0.00074024854,0.00010659878,0.00043284023,0.0052779615,0.005702936,0.013747156,0.583018,0.1331447,0.2523543],"study_design_scores_gemma":[0.000032767795,0.00017590939,0.0015062258,0.0008243415,0.000068916816,0.00074881694,0.0017458217,0.0071374495,0.011680928,0.2921009,0.68384296,0.00013482285],"about_ca_topic_score_codex":0.0039589894,"about_ca_topic_score_gemma":0.0031834913,"teacher_disagreement_score":0.00766264,"about_ca_system_score_codex":0.0017484848,"about_ca_system_score_gemma":0.0034426765,"threshold_uncertainty_score":0.02563411},"labels":[],"label_agreement":null},{"id":"W4402834613","doi":"10.23919/cycon62501.2024.10685598","title":"ERS0: Enhancing Military Cybersecurity with AI-Driven SBOM for Firmware Vulnerability Detection and Asset Management","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Defence Research and Development Canada; McGill University; Queen's University","funders":"","keywords":"Firmware; Computer security; Vulnerability (computing); Asset (computer security); Computer science; Vulnerability assessment; Microcode; Asset management; Business; Operating system","score_opus":0.006904723114347252,"score_gpt":0.24060562022133333,"score_spread":0.23370089710698608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402834613","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":[0.094016425,0.0005377383,0.8121362,0.00082169945,0.00012965711,0.00041227153,0.0014445899,0.08374746,0.0067540286],"genre_scores_gemma":[0.4225346,0.00040656715,0.5597147,0.000947558,0.00006731541,0.00034323707,0.0059018973,0.0020233488,0.008060886],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99897885,0.0002334006,0.000072479765,0.00025020033,0.00038170835,0.00008337789],"domain_scores_gemma":[0.99798155,0.0008569494,0.00025399716,0.00044615657,0.00038136292,0.00007987955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010628843,0.0012439709,0.00048821326,0.0014265174,0.0002686649,0.0011617949,0.001669797,0.0010713894,0.0023567327],"category_scores_gemma":[0.0048045493,0.00042528758,0.0013009079,0.0005942514,0.0006282889,0.0032539123,0.0016451244,0.0013743018,0.0020503728],"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":[0.00055200385,0.0009140355,0.015156643,0.0007925473,0.00034951823,0.00075896404,0.0007311569,0.1860877,0.08073366,0.015685184,0.027859168,0.67037946],"study_design_scores_gemma":[0.00002475151,0.00014100639,0.0011891092,0.000031717347,0.000041299852,0.00017695157,0.00006417672,0.95972687,0.020938424,0.008008809,0.009621483,0.000035479286],"about_ca_topic_score_codex":0.004145988,"about_ca_topic_score_gemma":0.005969927,"teacher_disagreement_score":0.004145988,"about_ca_system_score_codex":0.00072244665,"about_ca_system_score_gemma":0.0012815692,"threshold_uncertainty_score":0.00824368},"labels":[],"label_agreement":null},{"id":"W4402982452","doi":"10.1109/otcon60325.2024.10687438","title":"Developing Robust Cybersecurity Policies and Governance Frameworks in Response to Evolving Legal and Regulatory Landscapes","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Corporate governance; Computer security; Business; Computer science; Internet privacy","score_opus":0.0092247640023302,"score_gpt":0.24063502406057033,"score_spread":0.23141026005824014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402982452","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":[0.05594786,0.00081033853,0.9054904,0.009871051,0.00014813198,0.0008962943,0.00015948889,0.0013938458,0.025282627],"genre_scores_gemma":[0.524425,0.0008889406,0.47081995,0.00070799055,0.000050102,0.0005488999,0.00040951793,0.0001714905,0.001978155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9885174,0.00559063,0.00066754,0.0015049481,0.0026885448,0.0010309322],"domain_scores_gemma":[0.9799897,0.005473329,0.0038479005,0.0053340364,0.0042635677,0.0010914385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023131927,0.0009012256,0.0005752693,0.0035757874,0.001652863,0.009900396,0.0025474085,0.0024977005,0.001899267],"category_scores_gemma":[0.029857015,0.00051432085,0.0006790707,0.0016782121,0.004274308,0.012150913,0.0050856434,0.0033460364,0.00060790556],"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":[0.000036787278,0.0003394432,0.00883283,0.00034927521,0.00010162292,0.00022148046,0.0022745456,0.24045455,0.0062507666,0.5928123,0.0066974363,0.14162903],"study_design_scores_gemma":[0.000048418184,0.0002113672,0.0040792613,0.0010801197,0.00006924785,0.00016681993,0.008247977,0.4301142,0.006733376,0.49229047,0.056828782,0.00012998666],"about_ca_topic_score_codex":0.0058801877,"about_ca_topic_score_gemma":0.0077197826,"teacher_disagreement_score":0.023131927,"about_ca_system_score_codex":0.0042689983,"about_ca_system_score_gemma":0.016380345,"threshold_uncertainty_score":0.12233478},"labels":[],"label_agreement":null},{"id":"W4403081540","doi":"10.1016/j.serev.2024.100043","title":"Competing against former teammates predicts team victory","year":2024,"lang":"en","type":"article","venue":"Sports Economics Review","topic":"Information and Cyber Security","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":"Kellogg's (Canada)","funders":"Army Research Laboratory; Army Research Office; National Institute of General Medical Sciences; Northwestern University; National Aeronautics and Space Administration; National Institutes of Health; National Science Foundation","keywords":"Victory; Psychology; Aeronautics; Political science; Engineering; Law; Politics","score_opus":0.009701638079781935,"score_gpt":0.22795609572164707,"score_spread":0.21825445764186513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403081540","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":[0.435447,0.4525023,0.0033047132,0.040571306,0.0043741358,0.00007039963,0.0019036282,0.000036216992,0.06179032],"genre_scores_gemma":[0.7881878,0.19636586,0.0006164521,0.0024393825,0.002226179,0.000032067648,0.0017801434,0.000023799672,0.008328228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993697,0.00021285283,0.000036220903,0.000089511,0.00019977927,0.000091968555],"domain_scores_gemma":[0.98762,0.0071427217,0.0020661382,0.0002148416,0.002146269,0.00081008335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019531753,0.0003415045,0.00059949013,0.001839962,0.00029760614,0.0015726307,0.0007747898,0.00088524166,0.007368824],"category_scores_gemma":[0.01097879,0.00024927862,0.00059260515,0.0015364834,0.0006099476,0.0007210922,0.0004240232,0.0017165069,0.0012981731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009808791,0.0007290303,0.52221715,0.0017320059,0.0024477807,0.00021504087,0.00012928619,0.0030774644,0.0003186151,0.010673582,0.085581765,0.3718974],"study_design_scores_gemma":[0.00017444084,0.0005371927,0.9195615,0.0018796559,0.001747563,0.00033261627,0.00073749403,0.0041635665,0.00029989512,0.009984105,0.06052786,0.000054097414],"about_ca_topic_score_codex":0.013265272,"about_ca_topic_score_gemma":0.02099374,"teacher_disagreement_score":0.013265272,"about_ca_system_score_codex":0.0011618559,"about_ca_system_score_gemma":0.0012589643,"threshold_uncertainty_score":0.026376128},"labels":[],"label_agreement":null},{"id":"W4403325296","doi":"10.1016/j.chbr.2024.100501","title":"Cybersecurity activities for education and curriculum design: A survey","year":2024,"lang":"en","type":"article","venue":"Computers in Human Behavior Reports","topic":"Information and Cyber Security","field":"Computer Science","cited_by":21,"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 Laval","funders":"United Arab Emirates University","keywords":"Curriculum; Survey research; Engineering; Medical education; Computer security; Political science; Mathematics education; Engineering ethics; Engineering management; Computer science; Psychology; Pedagogy; Applied psychology; Medicine","score_opus":0.030904007991527604,"score_gpt":0.3160242096974872,"score_spread":0.2851202017059596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403325296","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":[0.8420319,0.07689838,0.017645879,0.011098291,0.0006320959,0.0013933483,0.0020381454,0.00044566466,0.047816224],"genre_scores_gemma":[0.907696,0.05662654,0.022863474,0.0017667632,0.00013809724,0.0007941303,0.0019436416,0.000110639005,0.008060658],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99285686,0.0026092676,0.0010400201,0.000584266,0.0022393146,0.0006702061],"domain_scores_gemma":[0.9733927,0.010507457,0.0062088883,0.000745096,0.0049281404,0.0042176703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064900373,0.0004225691,0.0004922783,0.0064801225,0.0007816346,0.0033735202,0.0009142556,0.0008397208,0.0039957226],"category_scores_gemma":[0.030669522,0.000332274,0.00043565987,0.008594073,0.0005592635,0.002958457,0.0018909555,0.0009244569,0.001153392],"study_design_candidate":"observational","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":[0.00012525273,0.0011236897,0.1512825,0.0028919063,0.00004543168,0.00019859115,0.0076583982,0.00046913573,0.0014358291,0.0043506254,0.011156433,0.81926215],"study_design_scores_gemma":[0.000084134146,0.0010924623,0.40916428,0.010482709,0.00012054441,0.0018277966,0.033666417,0.0015500478,0.002940683,0.003954575,0.5350229,0.00009344873],"about_ca_topic_score_codex":0.0014697565,"about_ca_topic_score_gemma":0.0020952388,"teacher_disagreement_score":0.0064900373,"about_ca_system_score_codex":0.0025135283,"about_ca_system_score_gemma":0.007447382,"threshold_uncertainty_score":0.034322977},"labels":[],"label_agreement":null},{"id":"W4403338194","doi":"10.21275/sr24716003250","title":"Zero Trust Architecture: Principles, Implementation, and Impact on Organizational Security","year":2022,"lang":"en","type":"article","venue":"International Journal of Science and Research (IJSR)","topic":"Information and Cyber Security","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":"York University","keywords":"Zero (linguistics); Architecture; Business; Computer science; Enterprise information security architecture; Computer security; Philosophy; Geography","score_opus":0.027843464923156147,"score_gpt":0.3744080979213461,"score_spread":0.34656463299818996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403338194","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":[0.3390832,0.0021524169,0.5261148,0.02619884,0.00024701867,0.00027026865,0.000056684024,0.00062652136,0.10525027],"genre_scores_gemma":[0.9705659,0.0004074642,0.026255056,0.00028783773,0.000020767604,0.000054740773,0.000017601216,0.00003461682,0.0023560268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99165416,0.004360499,0.00042740512,0.00065021357,0.0019857949,0.00092190696],"domain_scores_gemma":[0.98820436,0.0038709685,0.001783977,0.0019606024,0.0025688424,0.0016112095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009841731,0.00045563807,0.0002743882,0.0012077292,0.0029520893,0.007995521,0.0011401713,0.0018422874,0.0014553914],"category_scores_gemma":[0.013385712,0.00046802885,0.00046627127,0.00072602415,0.012271188,0.010368675,0.005780066,0.0027136495,0.00030239712],"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":[0.000052320946,0.000083928346,0.0075988867,0.00012930407,0.000030016521,0.00017053039,0.007769728,0.006372687,0.0017327955,0.9309588,0.0012524294,0.04384859],"study_design_scores_gemma":[0.000044008844,0.0004136779,0.0052310443,0.00045676477,0.000055994024,0.00042619644,0.009158238,0.049408264,0.0033276014,0.89259684,0.03879073,0.00009068285],"about_ca_topic_score_codex":0.004859513,"about_ca_topic_score_gemma":0.0034366273,"teacher_disagreement_score":0.009841731,"about_ca_system_score_codex":0.0063967104,"about_ca_system_score_gemma":0.0075282846,"threshold_uncertainty_score":0.052048624},"labels":[],"label_agreement":null},{"id":"W4403399729","doi":"10.1177/10398562241291340","title":"Cybersecurity lessons from the Vastaamo psychotherapy data breach for psychiatrists and other mental healthcare providers","year":2024,"lang":"en","type":"article","venue":"Australasian Psychiatry","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"","keywords":"Mental health; Data breach; Harm; Mental healthcare; Internet privacy; Computer security; Password; Health care; Data Protection Act 1998; Legislature; Data security; Encryption; Identity theft; Personally identifiable information; Medical emergency; Psychology; Medicine; Computer science; Psychiatry; Political science","score_opus":0.03835503740170832,"score_gpt":0.34125868938280174,"score_spread":0.3029036519810934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403399729","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64225495,0.0035573458,0.003158086,0.3141348,0.0008339144,0.0001388753,0.00012345913,0.00008854685,0.03570998],"genre_scores_gemma":[0.97956115,0.0025311548,0.0021886828,0.011277033,0.00017784901,0.00005176091,0.000054372067,0.000022329685,0.004135636],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935548,0.0036442655,0.00026612388,0.00025512173,0.0012924288,0.000987242],"domain_scores_gemma":[0.98469204,0.009308949,0.0022391656,0.0007403411,0.0013359134,0.0016836583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007116117,0.0002831943,0.00023411887,0.001058015,0.015156494,0.005782099,0.0013767686,0.005325851,0.0044540446],"category_scores_gemma":[0.020651195,0.0005051693,0.00048287184,0.0009813678,0.0058695744,0.004481759,0.0061009405,0.0050463597,0.00047823484],"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":[0.00031417108,0.00062550936,0.082367994,0.0010807157,0.00011101706,0.04659147,0.5757426,0.0011862629,0.0020076125,0.04555494,0.09564613,0.14877154],"study_design_scores_gemma":[0.000029148174,0.0002890651,0.03452452,0.00206266,0.000056515288,0.013774777,0.81002,0.0010961717,0.0014710859,0.012858576,0.123719566,0.000097838325],"about_ca_topic_score_codex":0.01865575,"about_ca_topic_score_gemma":0.052296955,"teacher_disagreement_score":0.01865575,"about_ca_system_score_codex":0.005243911,"about_ca_system_score_gemma":0.012791712,"threshold_uncertainty_score":0.038047433},"labels":[],"label_agreement":null},{"id":"W4403656878","doi":"10.1007/978-981-97-5035-1_6","title":"Change Impact Analysis and Cybersecurity Threats in Multi-language Systems: An Industrial Investigation","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Information and Cyber Security","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":"Université du Québec à Chicoutimi; Polytechnique Montréal","funders":"","keywords":"Computer security; Computer science","score_opus":0.05423306783040215,"score_gpt":0.28523864669897697,"score_spread":0.2310055788685748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403656878","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":[0.6955728,0.0031291293,0.1337109,0.002102943,0.00009388103,0.000224172,0.00038112144,0.00067909306,0.164106],"genre_scores_gemma":[0.97505856,0.00070368225,0.015507393,0.000089731206,0.000026421285,0.000033493157,0.00013781535,0.00006151188,0.008381454],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998987,0.00033815403,0.00002983011,0.00009663749,0.0004585721,0.00008984475],"domain_scores_gemma":[0.9916801,0.006709495,0.00044465633,0.0003474996,0.00072641333,0.00009180413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015661936,0.00037575996,0.00031464006,0.0036050277,0.0008838666,0.002033482,0.0006844267,0.0005845131,0.007490791],"category_scores_gemma":[0.0069231275,0.00018706683,0.00063284975,0.0033787522,0.0012925614,0.0027116628,0.00092522486,0.0011364964,0.00047530758],"study_design_candidate":"observational","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":[0.00063038914,0.0006154064,0.06891104,0.000630535,0.00016655063,0.0011489056,0.0042967657,0.13132969,0.00907133,0.27019057,0.008039022,0.5049698],"study_design_scores_gemma":[0.00004139242,0.00077781326,0.11064969,0.000177981,0.00018911969,0.0010359411,0.0065711257,0.6501828,0.013908811,0.18953563,0.026847837,0.000081906284],"about_ca_topic_score_codex":0.005465458,"about_ca_topic_score_gemma":0.0057090437,"teacher_disagreement_score":0.007490791,"about_ca_system_score_codex":0.0019079662,"about_ca_system_score_gemma":0.00081071985,"threshold_uncertainty_score":0.025059164},"labels":[],"label_agreement":null},{"id":"W4403663079","doi":"10.48550/arxiv.2409.07567","title":"Cybersecurity Challenge Analysis of Work-from-Anywhere (WFA) and Recommendations guided by a User Study","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Information and Cyber Security","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Work (physics); Computer science; Data science; Computer security; Engineering","score_opus":0.05963874919591101,"score_gpt":0.22022225259704886,"score_spread":0.16058350340113786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403663079","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":[0.9961039,0.00003761736,0.0021181742,0.0002080486,0.000009986904,0.0001913027,0.00023246848,0.00009362634,0.0010049441],"genre_scores_gemma":[0.99109334,0.00009000791,0.0065388046,0.00014172688,0.00000897746,0.00041339206,0.00045209148,0.00003178824,0.0012299502],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99749714,0.0015802967,0.00017913811,0.00023995069,0.00029672202,0.00020678632],"domain_scores_gemma":[0.9808896,0.012716474,0.0010790633,0.0013478815,0.0026562188,0.0013107783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004346241,0.00058444234,0.0005919309,0.0015825558,0.0017389868,0.002041891,0.0007903422,0.0012884266,0.0023489692],"category_scores_gemma":[0.01800806,0.0002945255,0.0005738017,0.00090586673,0.0007465382,0.002815795,0.0016453179,0.0011792156,0.00079586037],"study_design_candidate":"qualitative","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":[0.0017102074,0.006423504,0.4525713,0.0021848609,0.00017835113,0.0036636915,0.36607334,0.003820307,0.015945936,0.003472745,0.013569209,0.13038655],"study_design_scores_gemma":[0.00016089536,0.0073611094,0.41937467,0.0006896389,0.00020371741,0.0029417616,0.4552021,0.0545889,0.012868364,0.0032453302,0.042721286,0.00064222276],"about_ca_topic_score_codex":0.0030091787,"about_ca_topic_score_gemma":0.005285246,"teacher_disagreement_score":0.004346241,"about_ca_system_score_codex":0.0010781361,"about_ca_system_score_gemma":0.0005062406,"threshold_uncertainty_score":0.022985399},"labels":[],"label_agreement":null},{"id":"W4403749739","doi":"10.3390/digital4040043","title":"Cybersecurity Transformation: Cyber-Resilient IT Project Management Framework","year":2024,"lang":"en","type":"article","venue":"Digital","topic":"Information and Cyber Security","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":"Humber Polytechnic; McMaster University","funders":"","keywords":"Computer security; Transformation (genetics); Computer science; Business","score_opus":0.012590825123570019,"score_gpt":0.2631215772350666,"score_spread":0.25053075211149656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403749739","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":[0.021293446,0.0009569435,0.90497285,0.0060574226,0.0001542417,0.0012215204,0.00023239217,0.0012120995,0.06389902],"genre_scores_gemma":[0.31532237,0.00077245897,0.67667586,0.00035256436,0.00007424554,0.0008410755,0.00030144985,0.00006743005,0.005592511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956228,0.002023716,0.000316191,0.00064327026,0.0008855036,0.0005085015],"domain_scores_gemma":[0.9980222,0.00048498414,0.00039656626,0.0002983171,0.00036675791,0.0004312304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053474014,0.00084296433,0.00031387727,0.004057042,0.0024173777,0.006735263,0.0023134504,0.0021809351,0.0025458266],"category_scores_gemma":[0.002953968,0.00043551618,0.0011299993,0.002224989,0.004685141,0.004801299,0.004295931,0.0020933931,0.00058417313],"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":[0.000029585706,0.0003565547,0.00408984,0.00031136544,0.000051002695,0.0005515417,0.0038731082,0.04712934,0.0018739686,0.83216965,0.0057019847,0.103862025],"study_design_scores_gemma":[0.00006830274,0.00035735228,0.004538665,0.00091365917,0.000082362356,0.0013201461,0.007917966,0.24562497,0.0026488898,0.5541701,0.18218456,0.00017310753],"about_ca_topic_score_codex":0.007026652,"about_ca_topic_score_gemma":0.009828482,"teacher_disagreement_score":0.007026652,"about_ca_system_score_codex":0.004648107,"about_ca_system_score_gemma":0.013173234,"threshold_uncertainty_score":0.033724487},"labels":[],"label_agreement":null},{"id":"W4403826532","doi":"10.1109/iotm.001.2400061","title":"Merging Threat Modeling with Threat Hunting for Dynamic Cybersecurity Defense","year":2024,"lang":"en","type":"article","venue":"IEEE Internet of Things Magazine","topic":"Information and Cyber Security","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":"Research Canada; Ericsson (Canada)","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; European Commission","keywords":"Computer security; Cyber threats; Computer science; Threat assessment; Business; Internet privacy","score_opus":0.012390171364490395,"score_gpt":0.24981526258376793,"score_spread":0.23742509121927755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403826532","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":[0.017442437,0.0007161851,0.9663753,0.0022126443,0.00015476657,0.00014980504,0.00005982344,0.00032364528,0.012565496],"genre_scores_gemma":[0.5480221,0.0016590074,0.44503033,0.0006576471,0.00021614497,0.00028996856,0.00016477068,0.00015930146,0.0038007284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981494,0.0008932849,0.000102013124,0.00018575498,0.0005022704,0.00016741842],"domain_scores_gemma":[0.9967403,0.0019024878,0.00040095407,0.0004071121,0.00031696973,0.00023221536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026657423,0.0017713129,0.0010946305,0.0025773519,0.0013048688,0.004337505,0.0018902302,0.0024205984,0.0016418948],"category_scores_gemma":[0.0049522673,0.00097158266,0.0019917672,0.0008915828,0.0035933414,0.006601851,0.0049438556,0.0034578028,0.00033605838],"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":[0.00004750631,0.00017409465,0.0030029523,0.00023430839,0.0001430783,0.0003010465,0.00087019766,0.7819124,0.0032594053,0.17382392,0.0014677747,0.034763202],"study_design_scores_gemma":[0.000007726745,0.000050287308,0.0003887946,0.00006378268,0.000021699785,0.00010410683,0.0003452105,0.8954208,0.00053251913,0.099649414,0.003377465,0.00003823694],"about_ca_topic_score_codex":0.00481783,"about_ca_topic_score_gemma":0.00532248,"teacher_disagreement_score":0.00481783,"about_ca_system_score_codex":0.001567126,"about_ca_system_score_gemma":0.0025961872,"threshold_uncertainty_score":0.014097989},"labels":[],"label_agreement":null},{"id":"W4403864442","doi":"10.1109/istas61960.2024.10732668","title":"Evaluating the Trustworthiness of User-Generated Content on Social Media","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Ontario Tech University","funders":"","keywords":"Trustworthiness; Computer science; User-generated content; Social media; Internet privacy; Content (measure theory); World Wide Web","score_opus":0.14611382522783398,"score_gpt":0.3454714073455697,"score_spread":0.19935758211773572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403864442","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":[0.9942925,0.00010339576,0.002689412,0.00006153698,0.000010657208,0.00006953112,0.00023058802,0.000051229246,0.0024912118],"genre_scores_gemma":[0.9970726,0.000058084996,0.0020186142,0.000010574816,0.000017328584,0.000039889226,0.00032512407,0.000019701265,0.00043813296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99582857,0.0018680395,0.000357961,0.00035430066,0.0014324012,0.00015878365],"domain_scores_gemma":[0.9176449,0.059413303,0.010072803,0.0035293773,0.008453159,0.00088646956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065992153,0.00029472186,0.0003315276,0.003313747,0.00054746255,0.0022066883,0.00026477448,0.00054999324,0.00087596424],"category_scores_gemma":[0.052582078,0.00016067766,0.00034850207,0.0018436192,0.0006927361,0.0027474444,0.000981085,0.00061887706,0.0004409191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010914487,0.00050086103,0.7626546,0.0007805776,0.00026523456,0.000782129,0.029509706,0.0044276877,0.022172716,0.0019110098,0.0013210763,0.17458293],"study_design_scores_gemma":[0.000022808455,0.0011610313,0.9127257,0.00022482841,0.00020890543,0.0006084677,0.012529229,0.044291094,0.017657025,0.002207923,0.0082338825,0.00012914797],"about_ca_topic_score_codex":0.0019429224,"about_ca_topic_score_gemma":0.002548527,"teacher_disagreement_score":0.0065992153,"about_ca_system_score_codex":0.00065690133,"about_ca_system_score_gemma":0.0003588675,"threshold_uncertainty_score":0.034900427},"labels":[],"label_agreement":null},{"id":"W4403877379","doi":"10.4204/eptcs.409.11","title":"A Game-Theoretic Approach for Security Control Selection","year":2024,"lang":"en","type":"article","venue":"Electronic Proceedings in Theoretical Computer Science","topic":"Information and Cyber Security","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":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Selection (genetic algorithm); Computer science; Game theory; Control (management); Mathematical economics; Economics; Artificial intelligence","score_opus":0.003990559499816152,"score_gpt":0.22950760412864607,"score_spread":0.2255170446288299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403877379","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":[0.0052264575,0.00011854502,0.98138213,0.00051013957,0.00003640805,0.00031177816,0.000072705945,0.000049305916,0.012292577],"genre_scores_gemma":[0.5119987,0.0005509057,0.47579205,0.00047692854,0.00012044247,0.0014833707,0.00015779874,0.00006594826,0.009353851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99236476,0.0046999487,0.00028624575,0.00084837293,0.0013659023,0.00043478343],"domain_scores_gemma":[0.9939622,0.004691143,0.00040589517,0.00020717962,0.00046790187,0.00026560613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007410856,0.0025141323,0.0015807947,0.0024571691,0.001368207,0.0036365185,0.0031529374,0.0025814653,0.007229936],"category_scores_gemma":[0.011399667,0.0010879672,0.0018502313,0.0014699936,0.004555597,0.004122672,0.0023776102,0.003582445,0.00056576263],"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":[0.00007007539,0.0001292801,0.0003623757,0.00016137665,0.000101646285,0.00020208658,0.0002474836,0.480207,0.0011695287,0.5034382,0.0010695473,0.0128414],"study_design_scores_gemma":[0.00006554219,0.000116818635,0.00010764002,0.000038054583,0.000038071426,0.00008226448,0.000075905155,0.75857264,0.00038597736,0.23806608,0.0024118181,0.000039152113],"about_ca_topic_score_codex":0.0046657627,"about_ca_topic_score_gemma":0.0046209698,"teacher_disagreement_score":0.007410856,"about_ca_system_score_codex":0.0047773644,"about_ca_system_score_gemma":0.0042936313,"threshold_uncertainty_score":0.039192796},"labels":[],"label_agreement":null},{"id":"W4403944617","doi":"10.18280/ijsse.140525","title":"Impact of 'Don't Know? Kasih No!' Campaign on Cybersecurity Awareness: Unraveling the Links to User Satisfaction, Trust, and Commitment","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Computer security; Internet privacy; Psychology; Computer science; Business; Environmental health; Medicine","score_opus":0.006713948702384756,"score_gpt":0.2561294201423416,"score_spread":0.24941547143995682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403944617","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":[0.9701123,0.00015682243,0.00008292207,0.015142096,0.00033622544,0.00006634779,0.00010086165,0.000023957153,0.013978492],"genre_scores_gemma":[0.99418205,0.00011751485,0.00011953917,0.0026607234,0.00006627847,0.000049783834,0.0000330511,0.0000064561214,0.0027646245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985759,0.0006412683,0.000038034366,0.00007761408,0.00023195051,0.00043506964],"domain_scores_gemma":[0.99095285,0.0035979063,0.0010228384,0.00025486722,0.00062545197,0.003545974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025517547,0.00019460762,0.00036297846,0.00035595353,0.0023804451,0.0020940886,0.00037393835,0.0015084192,0.011952034],"category_scores_gemma":[0.009230871,0.0002224136,0.00034492588,0.00026872638,0.0012543668,0.0012779916,0.0015379537,0.0033404105,0.0009786693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053794784,0.036961496,0.5153368,0.0009802538,0.00068570126,0.0015128838,0.06524354,0.00059777795,0.004541182,0.008551607,0.053253364,0.30695587],"study_design_scores_gemma":[0.0005417194,0.004102401,0.9114057,0.00030710048,0.0003752087,0.00013013688,0.059869632,0.0009963653,0.00088661513,0.0016801717,0.019598678,0.00010631475],"about_ca_topic_score_codex":0.018095074,"about_ca_topic_score_gemma":0.022604004,"teacher_disagreement_score":0.018095074,"about_ca_system_score_codex":0.0010677772,"about_ca_system_score_gemma":0.0040908935,"threshold_uncertainty_score":0.03998357},"labels":[],"label_agreement":null},{"id":"W4403945293","doi":"10.18280/ijsse.140502","title":"A Survey on the Integration of Cyber Threat Feeds and Blockchain Technology","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"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":"Blockchain; Computer security; Computer science","score_opus":0.009683334380212428,"score_gpt":0.23240406616487114,"score_spread":0.2227207317846587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403945293","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":[0.05352367,0.69709325,0.14971033,0.0060941624,0.001005873,0.000320776,0.0009893316,0.0007346768,0.09052802],"genre_scores_gemma":[0.21176994,0.7115911,0.05980639,0.0012405983,0.00091255276,0.00014861865,0.0026218195,0.00020757403,0.011701389],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658394,0.0009506816,0.0002955913,0.00038968129,0.00150338,0.00027673852],"domain_scores_gemma":[0.9868094,0.008673712,0.0009618584,0.0013611461,0.0018517069,0.00034209617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040378417,0.0006440572,0.00082080107,0.005601286,0.00051845296,0.003564121,0.0011638469,0.0012290084,0.005467719],"category_scores_gemma":[0.009832019,0.0006485645,0.0005583956,0.015426108,0.00072633143,0.009011477,0.0017150302,0.0012484565,0.0016195232],"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":[0.00014220952,0.00012183225,0.006917044,0.0041261627,0.00007007309,0.000129534,0.00022470909,0.004243951,0.002540521,0.041830543,0.007270272,0.9323831],"study_design_scores_gemma":[0.000021943793,0.0005026286,0.010661582,0.0056851576,0.00018876482,0.001875331,0.001069039,0.021722183,0.009778063,0.03851035,0.9099043,0.0000806701],"about_ca_topic_score_codex":0.0013439794,"about_ca_topic_score_gemma":0.001411949,"teacher_disagreement_score":0.005601286,"about_ca_system_score_codex":0.0010950426,"about_ca_system_score_gemma":0.0021676177,"threshold_uncertainty_score":0.021354377},"labels":[],"label_agreement":null},{"id":"W4404202083","doi":"10.1016/j.eswa.2024.125681","title":"SD-ABM-ISM: An integrated system dynamics and agent-based modeling framework for information security management in complex information systems with multi-actor threat dynamics","year":2024,"lang":"en","type":"article","venue":"Expert Systems with Applications","topic":"Information and Cyber Security","field":"Computer Science","cited_by":27,"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; Dynamics (music); System dynamics; Computer security; Information system; Knowledge management; Risk analysis (engineering); Human–computer interaction; Process management; Artificial intelligence; Business","score_opus":0.018480219035708612,"score_gpt":0.26697756456860466,"score_spread":0.24849734553289604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404202083","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":[0.0015317091,0.000080277634,0.99524575,0.00010913,0.00003671444,0.000033368102,0.000120524324,0.00083792774,0.002004628],"genre_scores_gemma":[0.2741911,0.0004963968,0.7183644,0.00022587644,0.00011693733,0.0004613754,0.00067629496,0.00045751984,0.0050100316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993926,0.00024408865,0.000039193696,0.00007599497,0.00019162321,0.000056506124],"domain_scores_gemma":[0.9993444,0.0002594931,0.000080137535,0.0000878841,0.0001536285,0.00007438304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014441196,0.0009813855,0.0010590587,0.00079175783,0.0005793121,0.0015708116,0.0022836134,0.0011340285,0.003578925],"category_scores_gemma":[0.0019287155,0.00057936955,0.0016545935,0.00058863737,0.0006653101,0.001577498,0.0022376252,0.0020347491,0.00094572],"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":[0.000032889136,0.00006282058,0.0006394172,0.0001177292,0.00010144362,0.000092631526,0.00012029909,0.8916252,0.0011263391,0.08132063,0.0019630066,0.02279756],"study_design_scores_gemma":[0.000004620068,0.0000070052947,0.000033670338,0.000008991006,0.000008265046,0.000008863642,0.00000768022,0.98654896,0.00014018301,0.010836524,0.002390891,0.0000043349814],"about_ca_topic_score_codex":0.008095135,"about_ca_topic_score_gemma":0.011711484,"teacher_disagreement_score":0.008095135,"about_ca_system_score_codex":0.0007857071,"about_ca_system_score_gemma":0.002131295,"threshold_uncertainty_score":0.016096056},"labels":[],"label_agreement":null},{"id":"W4404567606","doi":"10.1145/3688459.3688467","title":"\"I'm Getting Information that I Can Act on Now\": Exploring the Level of Actionable Information in Tool-generated Threat Reports","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"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; Data science; Internet privacy","score_opus":0.07420778374486925,"score_gpt":0.257483896335451,"score_spread":0.18327611259058174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404567606","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":[0.9091699,0.00020508358,0.015736913,0.0023669186,0.000029135843,0.00011045127,0.00018402025,0.00020702783,0.071990594],"genre_scores_gemma":[0.9970439,0.000046483856,0.0016353464,0.00015045897,0.0000046180057,0.000022633754,0.000052906704,0.000030754236,0.0010128439],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99484974,0.0028066346,0.00014362768,0.0003573117,0.0014555963,0.0003870916],"domain_scores_gemma":[0.9501137,0.03875136,0.0051633385,0.0015588683,0.00349933,0.0009134521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005743495,0.00026685468,0.0001863293,0.001852241,0.0016411163,0.008602395,0.0012409141,0.0017443416,0.0056204256],"category_scores_gemma":[0.06318377,0.00043845794,0.00030749582,0.00092287327,0.0034532726,0.008278246,0.0027058895,0.0022458814,0.0007042405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016712404,0.0008502429,0.26274192,0.0009565502,0.00020962162,0.0014653765,0.45037904,0.0051562414,0.017761363,0.13979812,0.0054595214,0.11355073],"study_design_scores_gemma":[0.000097073455,0.000970743,0.3684295,0.0009907901,0.00029139317,0.0012540179,0.44594282,0.032395057,0.01133327,0.098748036,0.039206382,0.00034089986],"about_ca_topic_score_codex":0.0073507233,"about_ca_topic_score_gemma":0.005518044,"teacher_disagreement_score":0.008602395,"about_ca_system_score_codex":0.0020999429,"about_ca_system_score_gemma":0.0014695317,"threshold_uncertainty_score":0.030374825},"labels":[],"label_agreement":null},{"id":"W4404739795","doi":"10.1109/isncc62547.2024.10759020","title":"SUP: Security User Profiles for Behavioral Data Platforms","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Western University","funders":"","keywords":"Computer science; Computer security","score_opus":0.054304986864501394,"score_gpt":0.3241157375389329,"score_spread":0.2698107506744315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404739795","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":[0.03625776,0.00014354834,0.91244197,0.0008870821,0.00011874454,0.0016924026,0.009182262,0.031424187,0.007852047],"genre_scores_gemma":[0.33878472,0.00022367304,0.6302359,0.00041454815,0.000108721266,0.0019013541,0.018632542,0.0015366235,0.0081619],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.995439,0.0014980155,0.0007964638,0.00051240675,0.0014587321,0.0002953562],"domain_scores_gemma":[0.9880421,0.0027289768,0.0011971081,0.0050932216,0.0022430562,0.0006954386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0074753356,0.0012896556,0.0006349725,0.0030611982,0.0011247532,0.002924847,0.001154236,0.0010403567,0.004979573],"category_scores_gemma":[0.018747589,0.0007381865,0.0010992446,0.0015748783,0.00054370257,0.0053714854,0.0031803483,0.0019243795,0.005012353],"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":[0.0023739466,0.00144741,0.08595423,0.0011369663,0.00026230724,0.0013103309,0.0057700276,0.018126713,0.056311563,0.16089846,0.06376272,0.60264546],"study_design_scores_gemma":[0.00012449248,0.0011348933,0.03978108,0.0005548124,0.00012077241,0.002821821,0.0019846626,0.45371285,0.06891367,0.119016476,0.31144196,0.0003924571],"about_ca_topic_score_codex":0.0016847831,"about_ca_topic_score_gemma":0.0025665564,"teacher_disagreement_score":0.0074753356,"about_ca_system_score_codex":0.00086657284,"about_ca_system_score_gemma":0.0017028457,"threshold_uncertainty_score":0.039533794},"labels":[],"label_agreement":null},{"id":"W4404916126","doi":"10.1109/ismar-adjunct64951.2024.00206","title":"Cybersickness: Understanding the Challenge and Building Solutions with Standardized Benchmarks","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Simon Fraser University","funders":"","keywords":"Computer science; Software engineering","score_opus":0.027339430179059186,"score_gpt":0.24525702759206588,"score_spread":0.2179175974130067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404916126","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":[0.015116701,0.009816733,0.8484171,0.071388364,0.0030211771,0.0005081548,0.0004128382,0.0048935018,0.04642543],"genre_scores_gemma":[0.18868025,0.014439277,0.74378043,0.011018994,0.00092461245,0.001120599,0.0017456599,0.004462641,0.033827525],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98966146,0.004975926,0.0006917695,0.00083526527,0.002863225,0.00097230426],"domain_scores_gemma":[0.9844787,0.00646059,0.0011979749,0.0019412617,0.0042940406,0.0016274157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011835407,0.0019131692,0.00091737026,0.0032966232,0.0023401135,0.0143693015,0.0038028643,0.005442067,0.014580078],"category_scores_gemma":[0.045589127,0.00091343845,0.00092993455,0.0021621017,0.0066537294,0.037545744,0.010249496,0.009513162,0.0045245215],"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":[0.00011148483,0.00024207016,0.002655362,0.0019126468,0.00006640729,0.0005023834,0.012808544,0.008411072,0.0064458353,0.42526588,0.108266816,0.43331152],"study_design_scores_gemma":[0.000027636803,0.00024521712,0.0012903151,0.0023877982,0.00004086504,0.00076372887,0.014365145,0.014496096,0.0052553834,0.2763298,0.68463624,0.00016182454],"about_ca_topic_score_codex":0.003243758,"about_ca_topic_score_gemma":0.0038351333,"teacher_disagreement_score":0.014580078,"about_ca_system_score_codex":0.003328291,"about_ca_system_score_gemma":0.004956532,"threshold_uncertainty_score":0.06259239},"labels":[],"label_agreement":null},{"id":"W4404916242","doi":"10.1109/ismar-adjunct64951.2024.00029","title":"1st International Workshop on Standardization in Cybersickness Research: “Establishing Standards for Cybersickness Measurement and Mitigation: A Community-Driven Approach”","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; Simon Fraser University","funders":"","keywords":"Standardization; International standardization; Computer science; Operating system","score_opus":0.10435492848045065,"score_gpt":0.353132636584707,"score_spread":0.24877770810425637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404916242","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019741377,0.041210115,0.5565249,0.20299192,0.07798453,0.004037162,0.0018322126,0.0021410747,0.09353671],"genre_scores_gemma":[0.22171725,0.044150423,0.44573027,0.036291953,0.02141149,0.0061612977,0.010313038,0.0038228473,0.21040146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95699775,0.021583475,0.003150022,0.004361256,0.009687855,0.004219571],"domain_scores_gemma":[0.9387845,0.018986838,0.0021866467,0.007240339,0.023999358,0.008802367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06543446,0.0032213952,0.0020579433,0.0044128653,0.004022566,0.01697938,0.007196908,0.011119459,0.014916379],"category_scores_gemma":[0.043467402,0.0015418909,0.0038087852,0.0025677898,0.007763,0.014828729,0.018538363,0.013749374,0.0065445174],"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":[0.0004156032,0.0010192961,0.0026340669,0.002892373,0.00023457542,0.00095590047,0.010731338,0.005698827,0.012447033,0.14590177,0.44812912,0.36894],"study_design_scores_gemma":[0.000060859475,0.0003987364,0.0021467977,0.003268488,0.000096512435,0.00058613246,0.0059794695,0.005157617,0.0075837043,0.0552874,0.9192287,0.00020555103],"about_ca_topic_score_codex":0.0049789115,"about_ca_topic_score_gemma":0.0045346417,"teacher_disagreement_score":0.06543446,"about_ca_system_score_codex":0.0052952096,"about_ca_system_score_gemma":0.022574142,"threshold_uncertainty_score":0.34605467},"labels":[],"label_agreement":null},{"id":"W4404999639","doi":"10.9734/ajrcos/2024/v17i12528","title":"Artificial Intelligence and Information Governance: Strengthening Global Security, through Compliance Frameworks, and Data Security","year":2024,"lang":"en","type":"article","venue":"Asian Journal of Research in Computer Science","topic":"Information and Cyber Security","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":"Centennial College","funders":"","keywords":"Corporate governance; Information security; Vulnerability (computing); Computer science; Knowledge management; Process management; Business; Computer security; Finance","score_opus":0.0971082563661716,"score_gpt":0.4080761515011661,"score_spread":0.3109678951349945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404999639","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":[0.65278685,0.005144537,0.06946904,0.08176945,0.00017804929,0.00018924405,0.000081215054,0.0001989032,0.19018275],"genre_scores_gemma":[0.9942286,0.0005439385,0.0038616727,0.0006822641,0.000026564221,0.000032309094,0.000020315583,0.000009049665,0.0005952283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97757304,0.016239634,0.000786644,0.001064281,0.003016567,0.0013199173],"domain_scores_gemma":[0.96945107,0.014929777,0.0074539436,0.0032990512,0.0030486134,0.001817503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018428663,0.00034210208,0.00031940846,0.003418819,0.0025204625,0.008817687,0.0006739194,0.0011721763,0.001957899],"category_scores_gemma":[0.03092,0.0001730943,0.0003422241,0.0038895425,0.012522469,0.011322526,0.0062732785,0.0020029692,0.00018571278],"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":[0.000052544194,0.00018492821,0.082483664,0.00023893247,0.000069838556,0.000141062,0.013178096,0.0070744967,0.0005692047,0.7383186,0.0027185737,0.15496996],"study_design_scores_gemma":[0.000039879375,0.00027392845,0.09399779,0.0016496457,0.00007527496,0.00020946316,0.03905914,0.018144108,0.0018931904,0.77076536,0.07379774,0.00009448143],"about_ca_topic_score_codex":0.0034995738,"about_ca_topic_score_gemma":0.0041180407,"teacher_disagreement_score":0.018428663,"about_ca_system_score_codex":0.005164192,"about_ca_system_score_gemma":0.010017339,"threshold_uncertainty_score":0.09746128},"labels":[],"label_agreement":null},{"id":"W4405098617","doi":"10.22215/etd/2024-16215","title":"A Game-Theoretic Approach for Security Control Selection","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Information and Cyber Security","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":"Selection (genetic algorithm); Computer science; Control (management); Game theory; Artificial intelligence; Mathematical economics; Mathematics","score_opus":0.005602203783823943,"score_gpt":0.23961184593980484,"score_spread":0.23400964215598088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405098617","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":[0.0028576425,0.00013128098,0.985743,0.0003571534,0.000041457668,0.00024265428,0.000051507144,0.000046319772,0.010528939],"genre_scores_gemma":[0.40319577,0.00075921713,0.582526,0.0005020775,0.00016274613,0.0014109247,0.00014511027,0.00009609395,0.011202017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99441814,0.0034201136,0.00018837508,0.00062577025,0.0010236439,0.0003240471],"domain_scores_gemma":[0.9948336,0.0040763626,0.00026481622,0.00013988465,0.00048034042,0.00020499839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063830228,0.0029063814,0.0016975462,0.002334645,0.0011704336,0.0031685699,0.0029450213,0.002429781,0.0077984696],"category_scores_gemma":[0.009678151,0.0010758543,0.0017193052,0.0013079547,0.003331985,0.0033694408,0.002160622,0.003916373,0.0007839675],"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":[0.000056967045,0.00010601617,0.00025980364,0.00015416407,0.00009501016,0.00011708158,0.00014789662,0.73884,0.0010056836,0.24344033,0.0014264829,0.014350554],"study_design_scores_gemma":[0.00003657272,0.000087347704,0.000059500493,0.000029454233,0.000027834049,0.00004878519,0.000039757622,0.9085429,0.00029363128,0.08902226,0.001786949,0.000025048455],"about_ca_topic_score_codex":0.0043277093,"about_ca_topic_score_gemma":0.0042430474,"teacher_disagreement_score":0.0077984696,"about_ca_system_score_codex":0.0042495276,"about_ca_system_score_gemma":0.0043056207,"threshold_uncertainty_score":0.03375703},"labels":[],"label_agreement":null},{"id":"W4405216400","doi":"10.1007/978-3-031-68034-2_12","title":"Correction to: Understanding Cybersecurity Management in Healthcare","year":2024,"lang":"en","type":"book-chapter","venue":"Progress in IS","topic":"Information and Cyber Security","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 Calgary; York University; University of Toronto","funders":"","keywords":"Health care; Computer security; Computer science; Data science; Political science; Law","score_opus":0.036626952932645916,"score_gpt":0.2949307450140141,"score_spread":0.2583037920813682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405216400","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049909555,0.001219991,0.0003015146,0.11724809,0.8758065,0.000021334277,0.0004175203,0.00024598345,0.0046890923],"genre_scores_gemma":[0.0047010724,0.006763777,0.0014208984,0.22409616,0.52188903,0.00022403638,0.0007649183,0.00063260284,0.23950753],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579936,0.00058261125,0.00060209323,0.0005589089,0.0019434344,0.0005135991],"domain_scores_gemma":[0.96744454,0.008662078,0.0012770052,0.0023753971,0.01784842,0.0023925211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034939926,0.0021287329,0.0030985535,0.0049245735,0.0047530206,0.0068631996,0.0049527916,0.01710801,0.074637085],"category_scores_gemma":[0.046890732,0.0011368516,0.0017333835,0.004106492,0.004829243,0.0036466036,0.0029284286,0.021006582,0.053460088],"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":[0.000004924264,0.0000021535936,0.000011986023,0.000037434773,0.0000021481026,0.000029203457,0.000010970196,0.000015616464,0.00000577979,0.00047771417,0.9976422,0.0017598902],"study_design_scores_gemma":[0.000018139763,0.0000096081285,0.0002934184,0.0001911197,0.000011682696,0.00013376081,0.0000712904,0.00010386738,0.000060854283,0.001508245,0.9975817,0.000016457529],"about_ca_topic_score_codex":0.028336339,"about_ca_topic_score_gemma":0.03841615,"teacher_disagreement_score":0.074637085,"about_ca_system_score_codex":0.0068706106,"about_ca_system_score_gemma":0.009312309,"threshold_uncertainty_score":0.24968594},"labels":[],"label_agreement":null},{"id":"W4405300714","doi":"","title":"Assessment of European and Canadian Arms Control Verification Technologies","year":2024,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Information and Cyber Security","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":"U.S. Department of Energy","keywords":"Arms control; Control (management); Computer science; Political science; Artificial intelligence; Law","score_opus":0.009101567785239864,"score_gpt":0.22681255412232557,"score_spread":0.2177109863370857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405300714","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":[0.2248232,0.10921377,0.01711044,0.008090821,0.0005928266,0.0008022528,0.0049843704,0.0002933921,0.6340889],"genre_scores_gemma":[0.8671336,0.05934286,0.022887109,0.0017999563,0.00011841937,0.00026555013,0.0051920125,0.000103653896,0.04315686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9643021,0.004195047,0.0016786823,0.002343131,0.025638979,0.0018420373],"domain_scores_gemma":[0.9509425,0.006942046,0.002297727,0.0008835948,0.038130768,0.00080346107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027275516,0.0009367277,0.00048234512,0.015490472,0.004304188,0.007287252,0.0021179244,0.0016374899,0.004456623],"category_scores_gemma":[0.03578715,0.00033336616,0.00079886545,0.012471839,0.0018613135,0.0032684696,0.0026735617,0.00088625704,0.00061058183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006730352,0.00017054677,0.05080208,0.004590872,0.0002388963,0.0007096527,0.011066883,0.0031722486,0.0067721345,0.07000562,0.028437516,0.82336044],"study_design_scores_gemma":[0.000037853228,0.00068309816,0.2720991,0.0057975813,0.00056898745,0.0011789036,0.027932951,0.0031964718,0.023874475,0.0042377356,0.66009533,0.00029744694],"about_ca_topic_score_codex":0.71241415,"about_ca_topic_score_gemma":0.7878203,"teacher_disagreement_score":0.28758585,"about_ca_system_score_codex":0.04660789,"about_ca_system_score_gemma":0.037121568,"threshold_uncertainty_score":0.578559},"labels":[],"label_agreement":null},{"id":"W4405323229","doi":"10.1016/j.etdah.2023.100105","title":"NPS and Other Emerging Drugs in the Clearnet and Darkweb.","year":2024,"lang":"en","type":"article","venue":"Emerging Trends in Drugs Addictions and Health","topic":"Information and Cyber Security","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":"World Anti-Doping Agency","funders":"","keywords":"Business; Pharmacology; Medicine","score_opus":0.02188569458747851,"score_gpt":0.32165213677395166,"score_spread":0.29976644218647314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405323229","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":[0.7439204,0.02109778,0.007694712,0.0070341523,0.00077711494,0.0006138425,0.06349872,0.001196071,0.15416716],"genre_scores_gemma":[0.8606809,0.012237121,0.017447388,0.004391226,0.00041329343,0.00030305036,0.033466045,0.00037765235,0.070683405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982723,0.0002438506,0.00020662636,0.0002601295,0.00090333994,0.00011370808],"domain_scores_gemma":[0.9942409,0.0012166535,0.0026478656,0.00033659197,0.0010637403,0.00049427024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000901958,0.0003484996,0.0003689215,0.0060398653,0.0007889332,0.0021872148,0.00059318094,0.00082990265,0.016672894],"category_scores_gemma":[0.0033893744,0.0002226746,0.00033540593,0.0043073995,0.0006461475,0.0026403542,0.0017194328,0.0006301933,0.0036232257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001430552,0.0007556196,0.48465368,0.003259814,0.00027658915,0.0037650848,0.0019792826,0.0004407852,0.016168348,0.012664728,0.055173,0.4194325],"study_design_scores_gemma":[0.00005964108,0.0004923889,0.45789972,0.0015254121,0.00023847219,0.008059451,0.0033807214,0.0021286278,0.015596813,0.004536841,0.50597286,0.000108909],"about_ca_topic_score_codex":0.007953799,"about_ca_topic_score_gemma":0.012856489,"teacher_disagreement_score":0.016672894,"about_ca_system_score_codex":0.00078501075,"about_ca_system_score_gemma":0.0012092106,"threshold_uncertainty_score":0.055776358},"labels":[],"label_agreement":null},{"id":"W4405329686","doi":"10.1007/978-981-97-5791-6_1","title":"Exploring Cybersecurity Training and Awareness Approaches","year":2024,"lang":"en","type":"book-chapter","venue":"Algorithms for intelligent systems","topic":"Information and Cyber Security","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 Canada West","funders":"","keywords":"Computer security; Training (meteorology); Computer science; Geography","score_opus":0.3021611436802281,"score_gpt":0.28790899699701133,"score_spread":0.014252146683216782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405329686","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":[0.021949185,0.008442734,0.68417597,0.005914728,0.00036618658,0.0000519694,0.00005561079,0.00032472514,0.2787188],"genre_scores_gemma":[0.56385356,0.008619622,0.30452728,0.0008508178,0.00034313276,0.000111829155,0.00019855516,0.00016274971,0.121332556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975365,0.00010619933,0.0000066873286,0.000048338556,0.000056803983,0.00002822856],"domain_scores_gemma":[0.999091,0.0006984896,0.000031870033,0.00007863342,0.00006316638,0.00003679623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065899885,0.00035927808,0.00022530612,0.00033964566,0.0003335165,0.0019361483,0.00077979284,0.0007142332,0.010980748],"category_scores_gemma":[0.0022504206,0.00020527527,0.00025814175,0.0005067163,0.0010610056,0.0031171015,0.0008149232,0.0012416306,0.0008501335],"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":[0.000014342378,0.00006848007,0.00034245293,0.00009244972,0.000008842785,0.000018743434,0.00024569608,0.018780455,0.0007455674,0.7795926,0.0053438,0.19474657],"study_design_scores_gemma":[0.0000064823257,0.000036399313,0.0004591551,0.000114169256,0.000011373636,0.00009019232,0.0003127953,0.11501029,0.0012070425,0.8303244,0.05242065,0.000006987228],"about_ca_topic_score_codex":0.0009685239,"about_ca_topic_score_gemma":0.0012582695,"teacher_disagreement_score":0.010980748,"about_ca_system_score_codex":0.0007742971,"about_ca_system_score_gemma":0.00078514055,"threshold_uncertainty_score":0.036734283},"labels":[],"label_agreement":null},{"id":"W4405367449","doi":"10.21203/rs.3.rs-5194547/v1","title":"An Exploratory Study on Domain Knowledge Infusion in Deep Learning for Automated Threat Defense","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Information and Cyber Security","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":"National Research Council Canada; Toronto Metropolitan University","funders":"","keywords":"Software deployment; Computer science; Compromise; Context (archaeology); Domain (mathematical analysis); Reinforcement learning; Computer security; Confidentiality; Process (computing); Domain knowledge; Knowledge management; Artificial intelligence; Software engineering; Political science","score_opus":0.0682388546154927,"score_gpt":0.40958258790656993,"score_spread":0.34134373329107726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405367449","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":[0.98863703,0.00017937754,0.0068623396,0.00019726035,0.0000093811495,0.00021351561,0.000091610265,0.000038720817,0.003770799],"genre_scores_gemma":[0.9917536,0.0001246368,0.0063111116,0.00010624133,0.00000703619,0.00009589997,0.00013009699,0.00001130099,0.0014599597],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986009,0.000788733,0.00007823216,0.00014880611,0.00028132906,0.000102108046],"domain_scores_gemma":[0.95793414,0.036491904,0.0012589446,0.0024030735,0.0012822602,0.000629586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030897139,0.00030586522,0.00026622572,0.00039188447,0.00041109812,0.0011561464,0.0007773134,0.0007296594,0.0025475707],"category_scores_gemma":[0.027471276,0.00021703291,0.00021026446,0.00054779294,0.0005809906,0.0025385888,0.0015224273,0.0016182346,0.00029766827],"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":[0.0068481658,0.032665465,0.118004955,0.002387897,0.00034078336,0.0011129911,0.018372685,0.0443858,0.0452575,0.018800052,0.0056518046,0.7061719],"study_design_scores_gemma":[0.0012276253,0.0293386,0.17632534,0.0010324755,0.00056012685,0.0020193711,0.027067153,0.5489273,0.10692752,0.04815912,0.058236007,0.0001794298],"about_ca_topic_score_codex":0.0010001736,"about_ca_topic_score_gemma":0.0011234719,"teacher_disagreement_score":0.0030897139,"about_ca_system_score_codex":0.00057305733,"about_ca_system_score_gemma":0.0005523981,"threshold_uncertainty_score":0.016340137},"labels":[],"label_agreement":null},{"id":"W4405386894","doi":"10.1007/978-3-031-80020-7_10","title":"From Traits to Threats: Learning Risk Indicators of Malicious Insider Using Psychometric Data","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Computer science; Insider threat; Computer security; Insider; Artificial intelligence","score_opus":0.034927588162416506,"score_gpt":0.29203533997427633,"score_spread":0.25710775181185985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405386894","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":[0.8874381,0.00047297304,0.10628901,0.0004475381,0.00008696875,0.00014704146,0.0014942519,0.0005709366,0.0030532589],"genre_scores_gemma":[0.9710306,0.00022785804,0.02611942,0.000044964756,0.000025708552,0.00012601781,0.0015664389,0.00007116443,0.000787851],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974642,0.0014070905,0.0001745799,0.0003626986,0.0004845392,0.00010695431],"domain_scores_gemma":[0.94607747,0.044977903,0.0030248442,0.0028124515,0.002283038,0.0008242713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006936703,0.0012710745,0.00072550477,0.002696819,0.00037165996,0.002838674,0.0010353008,0.0010980881,0.0014969107],"category_scores_gemma":[0.05079732,0.00045056333,0.0012085871,0.002196672,0.00073919527,0.0032932989,0.0015374112,0.003319833,0.0011747607],"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":[0.00031659048,0.0006540925,0.7734272,0.00011394442,0.00049093866,0.000093103874,0.001101804,0.0125322305,0.0012841078,0.001888059,0.003419735,0.20467821],"study_design_scores_gemma":[0.000049206792,0.00097353157,0.58977646,0.00030938868,0.00034645514,0.0003054913,0.0028659126,0.36561888,0.0033894875,0.034110073,0.0020823649,0.00017269363],"about_ca_topic_score_codex":0.0021828536,"about_ca_topic_score_gemma":0.0027011274,"teacher_disagreement_score":0.006936703,"about_ca_system_score_codex":0.0004482199,"about_ca_system_score_gemma":0.0005591063,"threshold_uncertainty_score":0.03668523},"labels":[],"label_agreement":null},{"id":"W4405490135","doi":"10.1109/iccspa61559.2024.10794421","title":"Implementing a Pragmatic Security Strategy for Cyber-Physical Systems (CPS)","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Université du Québec en Outaouais","funders":"","keywords":"Cyber-physical system; Computer science; Computer security; Operating system","score_opus":0.017752426193183256,"score_gpt":0.2966360136802486,"score_spread":0.2788835874870654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405490135","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":[0.020174759,0.00029415006,0.86669874,0.015835667,0.00037111284,0.00076556124,0.000047327627,0.00047643748,0.09533629],"genre_scores_gemma":[0.48310766,0.00036624697,0.4989291,0.002866807,0.000107514184,0.00076150615,0.00006448793,0.00011523659,0.013681406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99389005,0.0028870422,0.0002827238,0.0005214006,0.0020175988,0.00040122846],"domain_scores_gemma":[0.99728274,0.00074717414,0.00025910873,0.00060970365,0.0007893109,0.00031197627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067961602,0.0009946153,0.0005558115,0.0010355351,0.002451977,0.0058224928,0.0016069678,0.0034703342,0.0042117066],"category_scores_gemma":[0.0073758243,0.0005009816,0.00080393115,0.00037507567,0.0057923244,0.007124653,0.005832861,0.003225739,0.0012869916],"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":[0.000028421031,0.00008684983,0.0002878183,0.00016839089,0.000024200799,0.0001847984,0.00071663345,0.004403796,0.0050035617,0.9666595,0.0018257212,0.020610308],"study_design_scores_gemma":[0.00010428246,0.0005778353,0.00053542544,0.00034508272,0.000060972197,0.00047176774,0.0017885326,0.05935928,0.013062367,0.8223721,0.101247676,0.00007475195],"about_ca_topic_score_codex":0.0008500707,"about_ca_topic_score_gemma":0.0012931562,"teacher_disagreement_score":0.0067961602,"about_ca_system_score_codex":0.001982033,"about_ca_system_score_gemma":0.006807567,"threshold_uncertainty_score":0.035942018},"labels":[],"label_agreement":null},{"id":"W4405584752","doi":"10.1177/01466453241283931t","title":"Reframing the inadvertent human intrusion scenario to improve public understanding of repository safety","year":2024,"lang":"en","type":"article","venue":"Annals of the ICRP","topic":"Information and Cyber Security","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":true,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Cognitive reframing; Intrusion; Business; Computer security; Internet privacy; Risk analysis (engineering); Environmental planning; Computer science; Environmental science; Psychology","score_opus":0.05367264091437376,"score_gpt":0.2898944321461889,"score_spread":0.2362217912318151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405584752","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":[0.28609675,0.0070508495,0.2937175,0.15461989,0.0025954389,0.0013979408,0.001034857,0.00095829193,0.2525284],"genre_scores_gemma":[0.8832105,0.005042907,0.09887111,0.0061950637,0.0004150986,0.00036297346,0.00036107167,0.00011912649,0.005422078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98613733,0.007846341,0.00073812174,0.0010533793,0.0032882607,0.00093649834],"domain_scores_gemma":[0.9732239,0.014019541,0.0037534917,0.0031149678,0.004886576,0.0010015287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015191845,0.00079083827,0.00061684166,0.003486985,0.0054892953,0.008339847,0.0037718192,0.006174818,0.005680577],"category_scores_gemma":[0.0353263,0.00058717467,0.0010003257,0.0020612953,0.006358392,0.017235603,0.009785608,0.0060700956,0.0007808804],"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":[0.00023496093,0.000676143,0.05657347,0.0015368469,0.000102802886,0.00667701,0.086646214,0.036923148,0.005485969,0.4865383,0.046601593,0.27200362],"study_design_scores_gemma":[0.000055416032,0.00048999925,0.017833687,0.0031385385,0.00011771922,0.004335971,0.17674063,0.06042188,0.006115509,0.22783162,0.5025375,0.0003815814],"about_ca_topic_score_codex":0.033203688,"about_ca_topic_score_gemma":0.062018733,"teacher_disagreement_score":0.033203688,"about_ca_system_score_codex":0.009254914,"about_ca_system_score_gemma":0.01038385,"threshold_uncertainty_score":0.08034307},"labels":[],"label_agreement":null},{"id":"W4405602323","doi":"10.1109/scam63643.2024.00019","title":"Enhancing Security through Modularization: A Counterfactual Analysis of Vulnerability Propagation and Detection Precision","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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 Waterloo","funders":"","keywords":"Counterfactual thinking; Computer science; Vulnerability (computing); Modular programming; Vulnerability assessment; Risk analysis (engineering); Computer security; Business; Psychology","score_opus":0.009729190520135236,"score_gpt":0.25733227689530497,"score_spread":0.24760308637516973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405602323","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":[0.4286904,0.00094651553,0.54832107,0.0029300915,0.00019731263,0.00089176005,0.00066215906,0.00068156695,0.016679069],"genre_scores_gemma":[0.90597016,0.00017171413,0.09187717,0.0003185598,0.00006150935,0.00053005444,0.00013770578,0.00011349049,0.0008196431],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97661245,0.015649328,0.0006967021,0.0030121892,0.0030598375,0.0009694975],"domain_scores_gemma":[0.67968476,0.26111877,0.020304687,0.031209957,0.006668455,0.0010133942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.039282892,0.0016057251,0.0011385422,0.0028652153,0.0011224957,0.003999256,0.003261803,0.0026587131,0.004490441],"category_scores_gemma":[0.16139321,0.0009541557,0.002314385,0.0020924,0.0067989607,0.0064281514,0.0042229225,0.0032329764,0.0003108724],"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":[0.0012674314,0.0009546777,0.034553226,0.000609505,0.0008749527,0.00063084543,0.0013637606,0.49836695,0.004402764,0.42282268,0.001594488,0.032558747],"study_design_scores_gemma":[0.00022555527,0.00034011027,0.0032648048,0.00010830635,0.00028842577,0.00014180232,0.00018699243,0.84131205,0.0027874748,0.14932446,0.0019441254,0.00007596488],"about_ca_topic_score_codex":0.005939898,"about_ca_topic_score_gemma":0.003276338,"teacher_disagreement_score":0.039282892,"about_ca_system_score_codex":0.0036031425,"about_ca_system_score_gemma":0.0030292273,"threshold_uncertainty_score":0.20775026},"labels":[],"label_agreement":null},{"id":"W4405700372","doi":"10.1007/s10115-024-02308-y","title":"Building a comprehensive and multi-dimensional information security ontology: elicitation process and OWL implementation","year":2024,"lang":"en","type":"article","venue":"Knowledge and Information Systems","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Computer science; OWL-S; Ontology; Process (computing); Web Ontology Language; Information retrieval; Semantic Web; Semantic Web Stack; Programming language","score_opus":0.013764161713108507,"score_gpt":0.30792314758786826,"score_spread":0.29415898587475975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405700372","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":[0.050417703,0.00011337553,0.92648786,0.0016437838,0.00006967354,0.0021648544,0.0058592805,0.002044725,0.011198792],"genre_scores_gemma":[0.07400801,0.00013730663,0.9172592,0.00019066302,0.000010548926,0.000789074,0.0055057537,0.00028307672,0.0018162623],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9931346,0.0017942801,0.0012984175,0.00072626915,0.0026439675,0.00040237175],"domain_scores_gemma":[0.98789436,0.0045535574,0.0007364993,0.0019255113,0.004488713,0.0004014429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010480864,0.0007865357,0.000679599,0.004633094,0.002094867,0.0039404538,0.0016560433,0.0010489883,0.0031411378],"category_scores_gemma":[0.02237826,0.00097079243,0.0019205853,0.003235831,0.0011118149,0.0056802863,0.0048672766,0.0023681915,0.0010497521],"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":[0.00032884078,0.0013719731,0.021371871,0.0037765335,0.00037903417,0.0017514717,0.024469584,0.028878298,0.053501666,0.2355609,0.029450199,0.5991596],"study_design_scores_gemma":[0.0001996098,0.00025696488,0.013694586,0.0027241488,0.00075519196,0.0015677417,0.030016463,0.25239706,0.120919324,0.20300668,0.3740954,0.00036678955],"about_ca_topic_score_codex":0.016658837,"about_ca_topic_score_gemma":0.026853945,"teacher_disagreement_score":0.016658837,"about_ca_system_score_codex":0.003192829,"about_ca_system_score_gemma":0.012730371,"threshold_uncertainty_score":0.055428803},"labels":[],"label_agreement":null},{"id":"W4405752468","doi":"10.1299/jsmermd.2024.2p1-g07","title":"Application of SafeML to risk assessment based on ISO31101","year":2024,"lang":"en","type":"article","venue":"The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)","topic":"Information and Cyber Security","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":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Risk assessment; Risk analysis (engineering); Computer science; Business; Computer security","score_opus":0.011453501090300723,"score_gpt":0.2617080705422732,"score_spread":0.25025456945197244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405752468","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":[0.0043571675,0.00018890561,0.97163355,0.00085095497,0.00015858129,0.00037933642,0.000686841,0.01025123,0.011493355],"genre_scores_gemma":[0.11176886,0.0005994116,0.87324953,0.00060342706,0.000088374516,0.0007026047,0.0034843602,0.00252299,0.0069805607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9818563,0.006773199,0.0022054797,0.00094523915,0.0076567405,0.00056305446],"domain_scores_gemma":[0.9832171,0.0067056227,0.0011281181,0.003055095,0.005626059,0.00026797023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010862861,0.0018194226,0.00067798985,0.0042938474,0.0011229871,0.006016494,0.0031047594,0.0021510413,0.004593687],"category_scores_gemma":[0.030243507,0.0010052056,0.0022513361,0.001543547,0.0021623415,0.005303822,0.003191823,0.0028705592,0.002298487],"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":[0.00041004524,0.0005128658,0.0039216783,0.0017280332,0.00016800441,0.002776201,0.005083217,0.17043732,0.01843552,0.4828336,0.038813587,0.2748799],"study_design_scores_gemma":[0.00012381688,0.00025096338,0.0009953924,0.0010195097,0.000206738,0.0011753457,0.0007428403,0.39152294,0.045415103,0.15761504,0.40067792,0.00025437234],"about_ca_topic_score_codex":0.00923821,"about_ca_topic_score_gemma":0.006011087,"teacher_disagreement_score":0.010862861,"about_ca_system_score_codex":0.0027017724,"about_ca_system_score_gemma":0.005944475,"threshold_uncertainty_score":0.057448983},"labels":[],"label_agreement":null},{"id":"W4405813335","doi":"10.5267/j.uscm.2024.12.005","title":"Factors affecting cybersecurity awareness: A qualitative study in Saudi Arabia","year":2024,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Information and Cyber Security","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 security; Qualitative research; Business; Internet privacy; Computer science; Sociology","score_opus":0.033619374047865955,"score_gpt":0.32199580836551467,"score_spread":0.2883764343176487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405813335","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":[0.9950466,0.0005078365,0.0012050717,0.0011624333,0.00003111496,0.00016935916,0.000100536236,0.000007664438,0.0017693855],"genre_scores_gemma":[0.99519145,0.00080764893,0.00095802406,0.0005494981,0.0000129159325,0.00014058317,0.00004897202,0.000011668293,0.0022791976],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957799,0.0027881188,0.00018440328,0.00022872777,0.00036222948,0.00065674033],"domain_scores_gemma":[0.9906901,0.0055309758,0.00081751257,0.0002459229,0.0016425628,0.0010729512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009592399,0.00048932625,0.000725818,0.0014319024,0.0067360313,0.003109783,0.0010849176,0.0012388126,0.0029332554],"category_scores_gemma":[0.009256173,0.0004743089,0.00033437964,0.0011081394,0.0036952435,0.002168283,0.0027760908,0.0014669494,0.00039149294],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047451987,0.00008962123,0.0063029183,0.00019514518,0.000005156997,0.0009400173,0.98400784,0.000044304248,0.0014929033,0.00068525726,0.00028319977,0.005906223],"study_design_scores_gemma":[0.000002903476,0.00005294172,0.002601695,0.00012763501,0.0000038286576,0.00019725371,0.9924711,0.000097699456,0.00029914486,0.00011307878,0.0040233424,0.000009444396],"about_ca_topic_score_codex":0.016741304,"about_ca_topic_score_gemma":0.021357045,"teacher_disagreement_score":0.016741304,"about_ca_system_score_codex":0.0047883545,"about_ca_system_score_gemma":0.004649548,"threshold_uncertainty_score":0.05073005},"labels":[],"label_agreement":null},{"id":"W4406015818","doi":"10.18280/ijsse.140602","title":"A Novel Method to Improve the Defense Security of Railway Transportation","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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 security; Transport engineering; Poison control; Computer science; Engineering; Forensic engineering; Medical emergency; Medicine","score_opus":0.005707223733273641,"score_gpt":0.24101398395152596,"score_spread":0.2353067602182523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406015818","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":[0.035635836,0.0005154012,0.94370735,0.00030914298,0.000247077,0.00027342825,0.00009933779,0.0011808062,0.0180316],"genre_scores_gemma":[0.42765146,0.00055734924,0.5547924,0.00012101471,0.00013053065,0.00022483374,0.00019059922,0.00016765953,0.016164126],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988944,0.00019264841,0.00006428179,0.00023103242,0.00051439437,0.000103210245],"domain_scores_gemma":[0.999166,0.0001840836,0.0000910341,0.000114965005,0.0003990988,0.000044799726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010595139,0.00083498564,0.0006104585,0.002401867,0.00073044904,0.0014418481,0.0008041626,0.0007482804,0.0049009686],"category_scores_gemma":[0.0019065875,0.00023715702,0.0009249952,0.001605161,0.0005657759,0.0020584154,0.0011771764,0.0005771222,0.0008942083],"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":[0.00024562838,0.00031391418,0.0035920797,0.00061185024,0.00009898206,0.00041788214,0.000647115,0.042666502,0.10797068,0.055693958,0.005997094,0.7817443],"study_design_scores_gemma":[0.000117423566,0.0008977751,0.0071379733,0.00015850936,0.0002772999,0.0011116576,0.0008868711,0.8280918,0.07564684,0.023589643,0.061933264,0.00015097944],"about_ca_topic_score_codex":0.0020038702,"about_ca_topic_score_gemma":0.0018130816,"teacher_disagreement_score":0.0049009686,"about_ca_system_score_codex":0.0007864618,"about_ca_system_score_gemma":0.0010466973,"threshold_uncertainty_score":0.01639533},"labels":[],"label_agreement":null},{"id":"W4406019602","doi":"10.18280/ijsse.140616","title":"A Systematic Mapping Study on Security Threats and Solutions in Social Media Environments","year":2024,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Computer security; Computer science; Social media; Risk analysis (engineering); Internet privacy; Business; World Wide Web","score_opus":0.014222134391030304,"score_gpt":0.23676948324941746,"score_spread":0.22254734885838715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406019602","genre_codex":"empirical","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":[0.96345854,0.003335762,0.014965667,0.0006522077,0.000050047573,0.0018643485,0.002208235,0.00009070019,0.013374497],"genre_scores_gemma":[0.9803625,0.0016708991,0.014090498,0.00017827563,0.000007689922,0.0008577502,0.0013613923,0.000020597365,0.0014504577],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933522,0.0033887613,0.0008590684,0.0005529411,0.0014802829,0.0003666991],"domain_scores_gemma":[0.9288998,0.04848207,0.0081071695,0.0043219337,0.009314669,0.00087433186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070494423,0.00037037884,0.00034080067,0.013068381,0.0021719506,0.0022423163,0.00071837264,0.00067248935,0.0027945177],"category_scores_gemma":[0.046884213,0.00033230826,0.00075986714,0.008698514,0.0011956914,0.0051595056,0.0028167497,0.000848643,0.00038088628],"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":[0.0004012218,0.0009080706,0.45897228,0.011851018,0.0005716497,0.0011042343,0.14536218,0.0012075971,0.0036870383,0.019153863,0.005526065,0.35125467],"study_design_scores_gemma":[0.00009415148,0.0012505006,0.41040778,0.01618989,0.0016020022,0.0017913807,0.46158156,0.007041604,0.0074992557,0.013942782,0.07843405,0.00016504452],"about_ca_topic_score_codex":0.009521145,"about_ca_topic_score_gemma":0.022868281,"teacher_disagreement_score":0.013068381,"about_ca_system_score_codex":0.0020919582,"about_ca_system_score_gemma":0.010349557,"threshold_uncertainty_score":0.037281454},"labels":[],"label_agreement":null},{"id":"W4406200014","doi":"10.2139/ssrn.5090068","title":"Security Risk Assessment in Iot Environments: A Taxonomy and Survey","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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":"Université TÉLUQ; University of Regina","funders":"","keywords":"Internet of Things; Computer security; Computer science; Cyberspace; Taxonomy (biology); Risk management; Risk analysis (engineering); Security management; Data science; The Internet; Business; World Wide Web","score_opus":0.011121548916277245,"score_gpt":0.2501905155158855,"score_spread":0.23906896659960825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406200014","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":[0.07608997,0.57391506,0.29274252,0.00913816,0.0004285631,0.0006695769,0.00087156065,0.0006098445,0.04553469],"genre_scores_gemma":[0.3125336,0.54070765,0.13956726,0.0013542786,0.0008258376,0.00034601538,0.0010009002,0.00012118143,0.0035432715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944469,0.00088523317,0.00085356424,0.00055772584,0.0029773046,0.00027933763],"domain_scores_gemma":[0.97803396,0.014304865,0.0028976623,0.0008707025,0.00336052,0.0005323038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005452532,0.0018320133,0.001889769,0.015796551,0.0011960816,0.0064179325,0.002302681,0.0026167512,0.0017013176],"category_scores_gemma":[0.014668064,0.0008802724,0.0018133958,0.01238785,0.0023767452,0.0101232035,0.003403214,0.0028632365,0.0005103214],"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":[0.00013157136,0.00052987464,0.041608848,0.0060809962,0.00038488006,0.0006627699,0.002150992,0.027999487,0.002429365,0.072896875,0.0059168166,0.8392076],"study_design_scores_gemma":[0.00005880967,0.0012221318,0.05692387,0.020845436,0.0008340365,0.0115932785,0.013864412,0.115382075,0.007147253,0.4992479,0.27233157,0.0005492709],"about_ca_topic_score_codex":0.0022948869,"about_ca_topic_score_gemma":0.0019991763,"teacher_disagreement_score":0.015796551,"about_ca_system_score_codex":0.0018556692,"about_ca_system_score_gemma":0.0026486786,"threshold_uncertainty_score":0.028836071},"labels":[],"label_agreement":null},{"id":"W4406236155","doi":"10.53771/ijstra.2022.3.1.0068","title":"Improving cybersecurity readiness with a maturity framework for organizations in U.S. and Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Science and Technology Research Archive","topic":"Information and Cyber Security","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":"Maturity (psychological); Computer security; Capability Maturity Model; Business; Process management; Political science; Computer science; Law","score_opus":0.008503893687779502,"score_gpt":0.2833401480564606,"score_spread":0.2748362543686811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406236155","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":[0.49972972,0.01204576,0.12776345,0.07418639,0.00036692983,0.004347703,0.010138221,0.0015586794,0.26986322],"genre_scores_gemma":[0.85289544,0.004299391,0.12947388,0.0009353024,0.000020030122,0.0007786921,0.0044791666,0.00008076175,0.007037326],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956474,0.0007928039,0.00028145575,0.00025590716,0.0016959035,0.0013266981],"domain_scores_gemma":[0.98390144,0.0011490346,0.00082482887,0.0002458645,0.01175194,0.0021269775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073529826,0.00089284097,0.00039062937,0.010859711,0.00561279,0.006611674,0.0018332072,0.0011144006,0.0016215523],"category_scores_gemma":[0.014678398,0.00039072268,0.001094214,0.008290415,0.0016723577,0.003560597,0.004037861,0.0017938577,0.00028973154],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010835411,0.00039883325,0.23556282,0.0007352335,0.00012764336,0.0006334012,0.018492838,0.04049301,0.002385413,0.27945384,0.055796083,0.36581257],"study_design_scores_gemma":[0.00008062143,0.00034915024,0.39649957,0.0038834396,0.00022541576,0.00047751726,0.06963281,0.14111148,0.0040421723,0.08797554,0.2951252,0.0005971536],"about_ca_topic_score_codex":0.9689987,"about_ca_topic_score_gemma":0.97440267,"teacher_disagreement_score":0.14857198,"about_ca_system_score_codex":0.14857198,"about_ca_system_score_gemma":0.2636306,"threshold_uncertainty_score":0.98753583},"labels":[],"label_agreement":null},{"id":"W4406246598","doi":"10.30574/msarr.2024.12.1.0153","title":"Strengthening cross-border technology integration with a collaborative cybersecurity model for U.S. and Canada","year":2024,"lang":"en","type":"article","venue":"Magna Scientia Advanced Research and Reviews","topic":"Information and Cyber Security","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":"Computer security; Resilience (materials science); Data sharing; Cloud computing; Transparency (behavior); Computer science; Business","score_opus":0.022739466398146373,"score_gpt":0.3910928911086761,"score_spread":0.36835342471052973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406246598","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":[0.349649,0.0014255167,0.07506501,0.043453775,0.00033905118,0.0008048177,0.0008428941,0.0007436113,0.5276763],"genre_scores_gemma":[0.95182705,0.00086342636,0.026399847,0.0011246542,0.000015587762,0.00009649111,0.0003692047,0.000056900608,0.019246833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99649173,0.00063022826,0.00010276579,0.0003668862,0.001138377,0.0012699646],"domain_scores_gemma":[0.9957831,0.00036933133,0.00020833217,0.00045579002,0.0020453047,0.0011382218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031198899,0.00044487455,0.00023629257,0.0016649425,0.009104349,0.009056522,0.0019095633,0.0017175702,0.0049698134],"category_scores_gemma":[0.00625709,0.00029231163,0.0008462899,0.0020413082,0.0031757727,0.004213107,0.006668243,0.0020454582,0.00045723442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013638593,0.0003050031,0.03618009,0.0001360806,0.00010320518,0.0010951746,0.005822897,0.074319504,0.00202506,0.7694315,0.02875123,0.08169396],"study_design_scores_gemma":[0.00017773584,0.00026837926,0.040777884,0.00063005526,0.00029770663,0.0004910998,0.034701657,0.29428703,0.004124761,0.17714833,0.44671634,0.0003790615],"about_ca_topic_score_codex":0.9672212,"about_ca_topic_score_gemma":0.97282934,"teacher_disagreement_score":0.074002214,"about_ca_system_score_codex":0.074002214,"about_ca_system_score_gemma":0.17123438,"threshold_uncertainty_score":0.53692615},"labels":[],"label_agreement":null},{"id":"W4406256520","doi":"10.1007/978-3-030-71522-9_1776","title":"Network Hardening","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Materials science; Computer science","score_opus":0.013095812637502402,"score_gpt":0.21159106276517967,"score_spread":0.19849525012767727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406256520","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":[0.006439131,0.005568694,0.050093707,0.001710546,0.0015239388,0.00010978158,0.00020671805,0.0013547421,0.9329927],"genre_scores_gemma":[0.070482254,0.005823101,0.011966558,0.0008621297,0.0005653559,0.00007690353,0.00033446765,0.0006518893,0.9092373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997551,0.00002456087,0.0000059652134,0.00005747409,0.000115672374,0.000041173043],"domain_scores_gemma":[0.99960047,0.0001102122,0.000025582578,0.0001309073,0.00009303412,0.000039703376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027054673,0.0009704202,0.00034115533,0.0010679679,0.00092955586,0.0016099473,0.0011210222,0.00068499014,0.11135073],"category_scores_gemma":[0.0009784536,0.00032379405,0.0003189675,0.00078323984,0.00069546804,0.0030108916,0.0013830088,0.002070356,0.0203247],"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":[0.000099229976,0.00011847947,0.00016078408,0.00038600745,0.00001823656,0.00016709126,0.00025933314,0.009099657,0.013549862,0.19902262,0.14024419,0.6368745],"study_design_scores_gemma":[0.000012283319,0.000058696416,0.0005788611,0.00020701828,0.000023538323,0.00036180494,0.00018303322,0.009824079,0.013095143,0.10423767,0.8713939,0.000024015055],"about_ca_topic_score_codex":0.0013511131,"about_ca_topic_score_gemma":0.0024794764,"teacher_disagreement_score":0.11135073,"about_ca_system_score_codex":0.0010688269,"about_ca_system_score_gemma":0.0005767291,"threshold_uncertainty_score":0.3725053},"labels":[],"label_agreement":null},{"id":"W4406256999","doi":"10.1007/978-3-030-71522-9_89","title":"One Time Password, from a Key Management Perspective","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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 Ottawa","funders":"","keywords":"S/KEY; Password; Key (lock); Perspective (graphical); Key management; Computer science; Computer security; Business; Cryptography; Artificial intelligence","score_opus":0.008693372130389246,"score_gpt":0.20441931287892537,"score_spread":0.1957259407485361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406256999","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":[0.003114825,0.023360822,0.19612937,0.0053689424,0.00367945,0.000068852736,0.00022457966,0.00071692164,0.76733625],"genre_scores_gemma":[0.13439319,0.033983108,0.06375034,0.0024164103,0.002604647,0.00013882994,0.00036569004,0.00045631855,0.7618915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935454,0.00013570144,0.000036188554,0.00015072728,0.0002408158,0.00008209739],"domain_scores_gemma":[0.99940073,0.00024158834,0.00004310391,0.0001678665,0.00009476077,0.000051975054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051491515,0.0008432797,0.0005266942,0.0009885017,0.0010521825,0.0052818726,0.001409785,0.0021260737,0.028284946],"category_scores_gemma":[0.0017314291,0.000378776,0.0003360523,0.0014948708,0.002469439,0.011249132,0.0015178062,0.0036132208,0.012302919],"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":[0.00001940626,0.000018259552,0.000026573925,0.00010553783,0.0000024371875,0.000050413546,0.00016142445,0.00033604624,0.0010324394,0.9206615,0.019990325,0.05759576],"study_design_scores_gemma":[0.000008648682,0.00007384777,0.00011635649,0.00020106592,0.000011224304,0.000909657,0.00023624448,0.002789487,0.0018636633,0.4445828,0.5491865,0.000020472007],"about_ca_topic_score_codex":0.00053306395,"about_ca_topic_score_gemma":0.00069427275,"teacher_disagreement_score":0.028284946,"about_ca_system_score_codex":0.0011992691,"about_ca_system_score_gemma":0.001038499,"threshold_uncertainty_score":0.09462255},"labels":[],"label_agreement":null},{"id":"W4406271207","doi":"10.1007/978-3-030-71522-9_1627","title":"Cyber Insurance: Models and Challenges","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Business; Computer science","score_opus":0.03641963748049729,"score_gpt":0.22944860860281543,"score_spread":0.19302897112231815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406271207","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":[0.00769507,0.08351217,0.09717369,0.05685362,0.0019496165,0.000047291654,0.0004920413,0.00025406666,0.7520225],"genre_scores_gemma":[0.5191897,0.13350667,0.03832961,0.006511712,0.0045685004,0.00029213764,0.00052389427,0.00037139433,0.29670638],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995665,0.00017286628,0.000010936441,0.000059543956,0.00014726524,0.000042822918],"domain_scores_gemma":[0.9987004,0.00092870736,0.00006868006,0.000092845105,0.00012580499,0.0000835631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010049834,0.0010761064,0.0010410249,0.0012649628,0.0014053409,0.007746247,0.0017114858,0.003271872,0.01524283],"category_scores_gemma":[0.0027201108,0.0006954939,0.0005838149,0.0025609962,0.005110751,0.010958817,0.0010881133,0.0054690987,0.002402308],"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":[0.0000011521521,0.0000071422824,0.000020160427,0.000013354642,0.000001094706,0.000005319988,0.000029177983,0.0009654421,0.000009297799,0.98723304,0.007870434,0.0038444335],"study_design_scores_gemma":[0.0000010565213,0.0000019383797,0.00003066409,0.000043116306,0.0000012595162,0.0000141809,0.00005167029,0.0034752209,0.000010016924,0.9730655,0.023302298,0.000003016879],"about_ca_topic_score_codex":0.0061454065,"about_ca_topic_score_gemma":0.0060302312,"teacher_disagreement_score":0.01524283,"about_ca_system_score_codex":0.0053178873,"about_ca_system_score_gemma":0.0025080757,"threshold_uncertainty_score":0.05099237},"labels":[],"label_agreement":null},{"id":"W4406275140","doi":"10.30574/gscarr.2024.21.1.0400","title":"Enhancing cyber risk decision-making with a quantified risk management model for U.S. and Canadian organizations","year":2024,"lang":"en","type":"article","venue":"GSC Advanced Research and Reviews","topic":"Information and Cyber Security","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":"Risk management; Business; Risk assessment; Risk analysis (engineering); Computer science; Computer security; Finance","score_opus":0.030523537023182785,"score_gpt":0.3492312809336968,"score_spread":0.31870774391051404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406275140","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":[0.25682113,0.0012717267,0.5956785,0.015378121,0.00018802081,0.00068948505,0.0024605996,0.0009137917,0.12659863],"genre_scores_gemma":[0.8521087,0.0008467155,0.13708855,0.00039415344,0.00003774385,0.000177309,0.0007408216,0.00006756037,0.008538424],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978988,0.00079751876,0.00008189396,0.00028804687,0.00059349195,0.0003403321],"domain_scores_gemma":[0.9966955,0.0011585329,0.00045068763,0.00017779644,0.00123093,0.00028659022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032046775,0.0011797638,0.00050947303,0.001944756,0.0022773317,0.0051171435,0.0021011352,0.0013674787,0.0028466904],"category_scores_gemma":[0.0079381745,0.0005834795,0.0010755545,0.0014899493,0.0016964161,0.002278318,0.0023672925,0.0013419291,0.00024581768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003196145,0.00003647676,0.0027643067,0.00003100567,0.000027146987,0.000076355354,0.00026026522,0.9291087,0.00026845955,0.053113244,0.0018748275,0.012407297],"study_design_scores_gemma":[0.000013522901,0.000019954032,0.0008838734,0.000037603288,0.00002054733,0.000017645665,0.00019720783,0.9750243,0.0001780683,0.018150926,0.0054191984,0.000037126727],"about_ca_topic_score_codex":0.81066644,"about_ca_topic_score_gemma":0.7996974,"teacher_disagreement_score":0.18933356,"about_ca_system_score_codex":0.030110905,"about_ca_system_score_gemma":0.03595946,"threshold_uncertainty_score":0.3808971},"labels":[],"label_agreement":null},{"id":"W4406457429","doi":"10.1007/978-3-031-80419-9","title":"Emerging Information Security and Applications","year":2025,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Information and Cyber Security","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":"University of Surrey; University of Waterloo; Jiangsu University; Universiteit van Amsterdam; Norges Teknisk-Naturvitenskapelige Universitet; Università degli Studi di Padova; Jiangsu University of Technology; University of Wollongong","keywords":"Computer science; Information security; Information retrieval; Computer security","score_opus":0.012526226786358093,"score_gpt":0.27712177577200625,"score_spread":0.26459554898564813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406457429","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":[0.0015395571,0.059084494,0.023168275,0.0039607952,0.006595952,0.000121084166,0.00031257467,0.0007691343,0.9044482],"genre_scores_gemma":[0.008582448,0.03843196,0.008225939,0.0014373236,0.0021722154,0.00006793613,0.0005298974,0.00019941202,0.9403529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964786,0.000040919098,0.000011481819,0.000035545498,0.00023204254,0.000032226686],"domain_scores_gemma":[0.99945694,0.00013845996,0.000023577833,0.000076029144,0.00023029163,0.00007473159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005506421,0.00095960655,0.0005407646,0.0020922588,0.00070327445,0.0035168582,0.0007160154,0.00096933026,0.084872335],"category_scores_gemma":[0.0010823734,0.0003114574,0.00039842058,0.0021742638,0.0006422884,0.002837582,0.001371157,0.0017521498,0.036974397],"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":[0.00001879752,0.00003574433,0.00011028609,0.00030197113,0.000007128796,0.00008399691,0.000112786955,0.00048786987,0.001407866,0.07117698,0.5408735,0.385383],"study_design_scores_gemma":[0.0000023212722,0.000021361702,0.00019002726,0.0001685288,0.000004708277,0.00017546111,0.000049576112,0.0008100012,0.00031851968,0.016194632,0.98205954,0.0000054203933],"about_ca_topic_score_codex":0.00094091776,"about_ca_topic_score_gemma":0.002303438,"teacher_disagreement_score":0.084872335,"about_ca_system_score_codex":0.0007857576,"about_ca_system_score_gemma":0.0011958269,"threshold_uncertainty_score":0.28392625},"labels":[],"label_agreement":null},{"id":"W4406468723","doi":"10.1145/3703465.3703467","title":"Towards Foundational Security Metrics","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Data science","score_opus":0.017334334245090396,"score_gpt":0.27016034323694244,"score_spread":0.25282600899185204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406468723","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":[0.0110866,0.00082736794,0.9559705,0.0025852427,0.00024768757,0.00019304208,0.00047633608,0.0010009835,0.02761219],"genre_scores_gemma":[0.29630685,0.0011756202,0.69349074,0.00034970557,0.00042290654,0.0004781472,0.002048686,0.0004937201,0.0052336585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9764266,0.008665703,0.002745274,0.0023973172,0.00871578,0.0010493149],"domain_scores_gemma":[0.9508799,0.011613388,0.0045558102,0.010847194,0.02044776,0.0016560049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016936518,0.0019314582,0.0015705072,0.010051871,0.0021924316,0.011232093,0.0025753314,0.0027124058,0.0040016556],"category_scores_gemma":[0.063113004,0.001048783,0.0011754524,0.005582781,0.0031380574,0.020699954,0.0057751923,0.004997215,0.0018396027],"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":[0.000027113472,0.00008755976,0.0022966883,0.00016181867,0.00004667445,0.00004142473,0.00017029501,0.012867992,0.0005830018,0.8958612,0.0065106694,0.0813456],"study_design_scores_gemma":[0.000007935538,0.000066464614,0.0011197057,0.00030993792,0.00003609079,0.000101822,0.00026042206,0.090188034,0.0014046647,0.8770068,0.029462436,0.000035664063],"about_ca_topic_score_codex":0.0024279081,"about_ca_topic_score_gemma":0.0027803155,"teacher_disagreement_score":0.016936518,"about_ca_system_score_codex":0.0038634515,"about_ca_system_score_gemma":0.005724797,"threshold_uncertainty_score":0.089569986},"labels":[],"label_agreement":null},{"id":"W4406487088","doi":"10.1016/s0197-2510(05)70099-1","title":"10.1016/s0197-2510(05)70099-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Terrorism; Training (meteorology); Psychology; Computer security; Computer science; Political science; Law; Geography","score_opus":0.0049596504997031655,"score_gpt":0.16982457555054803,"score_spread":0.16486492505084485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406487088","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":[0.00046195823,0.00037567219,0.0006890263,0.00046011357,0.0003244274,0.00011532304,0.0006745244,0.0008539555,0.99604493],"genre_scores_gemma":[0.0005287231,0.00015820918,0.00030326826,0.0002002614,0.00005243802,0.000054528733,0.00036064966,0.00012915046,0.9982128],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991586,0.000053177675,0.000069519665,0.00031608768,0.00020910062,0.00019342887],"domain_scores_gemma":[0.9977513,0.0005078567,0.00015365767,0.00024819997,0.00054318714,0.0007957751],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012410051,0.0031077527,0.0022507987,0.0031393345,0.0031574338,0.0046014446,0.00398528,0.007928166,0.9890737],"category_scores_gemma":[0.0020191926,0.0010592656,0.0016526845,0.002879472,0.0024461627,0.006435912,0.003065813,0.003034925,0.9929639],"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":[0.0004045997,0.00025422344,0.0010987158,0.0007365135,0.000045852285,0.00037254777,0.00017114387,0.0005056411,0.0022504325,0.008961592,0.36683095,0.6183679],"study_design_scores_gemma":[0.0000450349,0.00012570724,0.0005792531,0.0003535693,0.000013736021,0.00035526147,0.00014848831,0.00023311906,0.0003368257,0.0007121412,0.9970747,0.00002227313],"about_ca_topic_score_codex":0.0051919585,"about_ca_topic_score_gemma":0.003675125,"teacher_disagreement_score":0.010926306,"about_ca_system_score_codex":0.0015336279,"about_ca_system_score_gemma":0.0017621464,"threshold_uncertainty_score":0.015585065},"labels":[],"label_agreement":null},{"id":"W4406553129","doi":"10.1016/s1558-0164(10)70279-0","title":"10.1016/s1558-0164(10)70279-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Medicine; Agency (philosophy); Environmental health; Epistemology","score_opus":0.005082843199047951,"score_gpt":0.1694026965385004,"score_spread":0.16431985333945245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406553129","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":[0.00030685472,0.00027416658,0.000742535,0.00031283707,0.00025909566,0.00008906261,0.00053738884,0.0008654682,0.9966126],"genre_scores_gemma":[0.00047170004,0.00013263294,0.00028849873,0.00016054587,0.00005702323,0.000041044885,0.00030469857,0.00013900912,0.9984049],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992866,0.0000487577,0.00005432404,0.00026926905,0.00019590638,0.00014510192],"domain_scores_gemma":[0.99779403,0.0004940269,0.00014149735,0.0002796341,0.0005177382,0.0007730457],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010993546,0.0027942862,0.0016299814,0.0030285344,0.0026888764,0.0045542433,0.003429001,0.0062128045,0.9899531],"category_scores_gemma":[0.001631305,0.0009441296,0.0014717662,0.0025782282,0.0020802964,0.0056387954,0.0032522008,0.0025595825,0.9930547],"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":[0.00028199662,0.00019123437,0.00078265904,0.0005307448,0.000038042323,0.0002643799,0.00011204744,0.00045119695,0.0022912219,0.007067644,0.4046639,0.5833249],"study_design_scores_gemma":[0.000036995934,0.00008383886,0.00046410848,0.00023484213,0.000010862749,0.0002590245,0.000093966286,0.00017601464,0.000315466,0.000574165,0.99773186,0.00001884861],"about_ca_topic_score_codex":0.004178792,"about_ca_topic_score_gemma":0.0033818092,"teacher_disagreement_score":0.010046899,"about_ca_system_score_codex":0.0012910141,"about_ca_system_score_gemma":0.0013356298,"threshold_uncertainty_score":0.014330685},"labels":[],"label_agreement":null},{"id":"W4406608565","doi":"10.2196/64388","title":"Identifying Contextual Factors That Shape Cybersecurity Risk Perception for Assisted Living and Health Care Technologies and Wearables: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; BC Children's Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Michael Smith Health Research BC; BC Children's Hospital; Children's Hospital Foundation","keywords":"Preprint; Wearable computer; Wearable technology; Internet privacy; Computer security; Computer science; Perception; Psychology; Applied psychology; World Wide Web; Embedded system","score_opus":0.1291327687031218,"score_gpt":0.48867566980728455,"score_spread":0.35954290110416276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406608565","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":[0.9887307,0.0010675811,0.004761681,0.00019470308,0.00003198717,0.002985597,0.00073030335,0.000010279225,0.0014872692],"genre_scores_gemma":[0.9761338,0.000975212,0.010348493,0.00064937666,0.00003918084,0.010099284,0.0005686216,0.000018128365,0.0011678941],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.98945075,0.005817498,0.0012780115,0.0012719436,0.0012254107,0.0009564551],"domain_scores_gemma":[0.9849615,0.0081764,0.0021476932,0.0012212821,0.0029429516,0.00055019255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014659762,0.0007166035,0.0011764247,0.0019561083,0.0029544171,0.0028332074,0.0012304931,0.0011472508,0.0034415005],"category_scores_gemma":[0.017253866,0.0008344181,0.0018536231,0.002933968,0.0014107185,0.0018349008,0.002241319,0.0010634328,0.00034447893],"study_design_candidate":"qualitative","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":[0.00082193315,0.0037984787,0.70901823,0.003005211,0.0007806154,0.00093621673,0.2070389,0.00032200615,0.0019279104,0.0017451752,0.001496985,0.06910842],"study_design_scores_gemma":[0.00017944729,0.0038087373,0.6124714,0.0022793524,0.00074520835,0.0006158811,0.36371085,0.0018253836,0.0017814754,0.0014444023,0.010969351,0.00016853397],"about_ca_topic_score_codex":0.028848868,"about_ca_topic_score_gemma":0.04757389,"teacher_disagreement_score":0.028848868,"about_ca_system_score_codex":0.0028278776,"about_ca_system_score_gemma":0.005491092,"threshold_uncertainty_score":0.07752913},"labels":[],"label_agreement":null},{"id":"W4406672772","doi":"10.1016/b978-0-08-050083-6.50011-2","title":"10.1016/b978-0-08-050083-6.50011-2","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Information and Cyber Security","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":"Computer science","score_opus":0.008247319713909377,"score_gpt":0.17318192740013835,"score_spread":0.16493460768622897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406672772","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":[0.00022419546,0.0003763993,0.0010120042,0.00031851808,0.00015298752,0.00004729764,0.0006271434,0.0008123176,0.99642926],"genre_scores_gemma":[0.0006405093,0.00023441695,0.00038889106,0.00012223785,0.00003308952,0.000035592926,0.00038686398,0.000235468,0.99792296],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995234,0.000027385393,0.000028733442,0.00017298762,0.00016047241,0.000086996246],"domain_scores_gemma":[0.99844754,0.00047697965,0.000116959534,0.00023126429,0.00030971676,0.00041751238],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091438624,0.002061511,0.0014351603,0.0019170283,0.001502116,0.0050472524,0.0028193507,0.0045968844,0.980924],"category_scores_gemma":[0.0014996442,0.0008908441,0.000940304,0.0020897852,0.0014522563,0.0048275176,0.0029704918,0.0023379081,0.9903314],"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":[0.00016580049,0.00012789363,0.0004797706,0.00048613618,0.000022979755,0.00016110952,0.00010976649,0.00043394906,0.0028742757,0.009120714,0.35853645,0.62748116],"study_design_scores_gemma":[0.000018388862,0.000049205657,0.00046878096,0.0002658438,0.000008416177,0.00021715855,0.00009194923,0.00014310236,0.00036019014,0.0011903303,0.99717295,0.000013477735],"about_ca_topic_score_codex":0.0031588927,"about_ca_topic_score_gemma":0.0027659342,"teacher_disagreement_score":0.01907599,"about_ca_system_score_codex":0.0010311264,"about_ca_system_score_gemma":0.0008217714,"threshold_uncertainty_score":0.02720952},"labels":[],"label_agreement":null},{"id":"W4406731653","doi":"10.23912/9781915097415-5852","title":"Tools of identification and analysis","year":2024,"lang":"en","type":"book-chapter","venue":"Goodfellow Publishers eBooks","topic":"Information and Cyber Security","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":"International Development Research Centre","funders":"","keywords":"Identification (biology); Computer science; Biology; Ecology","score_opus":0.018027961456455126,"score_gpt":0.22019771685541525,"score_spread":0.20216975539896012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406731653","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008948575,0.007752438,0.7076626,0.00452671,0.0021474534,0.0015362533,0.0050005843,0.015873449,0.25460565],"genre_scores_gemma":[0.017665518,0.010305112,0.73756695,0.0027484924,0.0012301236,0.003259492,0.012732169,0.0077288677,0.20676327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97637784,0.0071072527,0.002245827,0.0024674714,0.010915558,0.0008859969],"domain_scores_gemma":[0.9697602,0.01234742,0.0010604741,0.0074417857,0.008680906,0.000709266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016059702,0.0027241015,0.0020660658,0.014019727,0.0028774012,0.020042447,0.005312291,0.003985873,0.062535934],"category_scores_gemma":[0.040187407,0.0015086203,0.0020864804,0.012385756,0.004671189,0.017939728,0.010504548,0.0049255597,0.07695599],"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":[0.00006401626,0.00006477507,0.00040186223,0.0014591706,0.000033555545,0.0002106185,0.0025536928,0.0007869998,0.0013674181,0.4239158,0.19923623,0.36990577],"study_design_scores_gemma":[0.0000079547235,0.000013826012,0.00019246174,0.0007189894,0.000012118787,0.0002662723,0.00035501484,0.00094395876,0.00094884116,0.08166703,0.9148392,0.000034397603],"about_ca_topic_score_codex":0.003116334,"about_ca_topic_score_gemma":0.001671191,"teacher_disagreement_score":0.062535934,"about_ca_system_score_codex":0.0035735758,"about_ca_system_score_gemma":0.008466557,"threshold_uncertainty_score":0.20920354},"labels":[],"label_agreement":null},{"id":"W4406774111","doi":"10.1007/978-981-99-4566-5_6","title":"Cybersecurity Considerations","year":2024,"lang":"en","type":"book-chapter","venue":"Translational systems sciences","topic":"Information and Cyber Security","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":"London Health Sciences Centre","funders":"","keywords":"Computer security; Computer science","score_opus":0.03953771564712663,"score_gpt":0.25893178639967607,"score_spread":0.21939407075254944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406774111","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":[0.0006577756,0.0083033815,0.001412542,0.01807478,0.001889015,0.000013292768,0.000022316613,0.000021816515,0.9696051],"genre_scores_gemma":[0.03802327,0.010002348,0.0017028145,0.03163646,0.0027366134,0.000060183935,0.000060808874,0.000073366005,0.91570413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908495,0.0002754907,0.000021449088,0.00012091901,0.0003818785,0.000115334864],"domain_scores_gemma":[0.9992409,0.0003347837,0.000032519518,0.00008565195,0.0002229517,0.00008321314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012919719,0.0005208061,0.00026779925,0.0010547427,0.002155019,0.0053300457,0.00089091365,0.0045900033,0.04237645],"category_scores_gemma":[0.002464962,0.00021311136,0.0002818091,0.0006470158,0.003291499,0.004530388,0.0017507792,0.0051201913,0.0093341535],"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":[0.000004184075,0.000012032285,0.000036097077,0.00004568071,0.0000011875167,0.000059782353,0.0003106202,0.00013359418,0.0001369745,0.8685053,0.10503418,0.025720371],"study_design_scores_gemma":[0.0000011770549,0.0000052781024,0.00008570299,0.00014216271,0.0000014282789,0.000111770634,0.00019681249,0.000060349008,0.00009180859,0.110353865,0.8889464,0.0000032228168],"about_ca_topic_score_codex":0.0029391719,"about_ca_topic_score_gemma":0.0076051247,"teacher_disagreement_score":0.04237645,"about_ca_system_score_codex":0.002340118,"about_ca_system_score_gemma":0.0018511068,"threshold_uncertainty_score":0.14176339},"labels":[],"label_agreement":null},{"id":"W4407006265","doi":"10.56682/ksydergi.1539408","title":"BUILDING EFFECTIVE CYBERSECURITY LEADERSHIP: THE CRUCIAL ROLE OF LEADERS IN PROTECTING BUSINESSES AGAINST CYBER THREATS","year":2025,"lang":"en","type":"article","venue":"Kalite ve Strateji Yönetimi Dergisi","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Computer security; Business; Reputation; Context (archaeology); Public relations; Work (physics); Cybercrime; Knowledge management; Computer science; Engineering; Political science; The Internet","score_opus":0.02181225203369128,"score_gpt":0.27747980081510165,"score_spread":0.25566754878141035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407006265","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5047059,0.04130791,0.05045814,0.13528465,0.003267186,0.00056834857,0.000121166995,0.0005345802,0.2637521],"genre_scores_gemma":[0.97350854,0.010202542,0.00668207,0.0032897468,0.0003686635,0.00009185279,0.000048140755,0.000029434786,0.00577899],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99758446,0.0010856631,0.000069270274,0.00018199484,0.00052348844,0.0005551945],"domain_scores_gemma":[0.9927509,0.0020264324,0.0009401403,0.00015173876,0.0014830001,0.002647869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029079102,0.00040685304,0.00021839984,0.0014085518,0.0038657133,0.006728816,0.0005895928,0.0011947278,0.0032450934],"category_scores_gemma":[0.0052932436,0.00022122353,0.0002640359,0.0008271852,0.0023404574,0.0045509934,0.0027635915,0.0024902783,0.0010854112],"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":[0.00014058892,0.0010028984,0.057114586,0.0042335875,0.00010503827,0.0033266528,0.08749632,0.0013192737,0.0091862865,0.1394709,0.08088255,0.6157212],"study_design_scores_gemma":[0.00012572449,0.0012738507,0.12286859,0.008339904,0.0002191564,0.0034641868,0.20888244,0.004542111,0.00836342,0.10241452,0.5392477,0.000258457],"about_ca_topic_score_codex":0.0011490176,"about_ca_topic_score_gemma":0.0024725986,"teacher_disagreement_score":0.006728816,"about_ca_system_score_codex":0.0015711451,"about_ca_system_score_gemma":0.008623603,"threshold_uncertainty_score":0.015378714},"labels":[],"label_agreement":null},{"id":"W4407208248","doi":"10.24251/hicss.2025.735","title":"The Role of Safety Voice in Improving Organizational Information Security","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Information and Cyber Security","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":"McGill University","keywords":"Computer science; Information security; Information security management; Knowledge management; Computer security; Business; Security information and event management; Cloud computing security","score_opus":0.010789274959973427,"score_gpt":0.24948803145384085,"score_spread":0.23869875649386743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407208248","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":[0.98763674,0.00010797257,0.0018293596,0.0007488638,0.000027238004,0.000055956592,0.000008221828,0.000022144763,0.00956356],"genre_scores_gemma":[0.99750155,0.00005522133,0.0015809797,0.00024863548,0.000015865007,0.000022981441,0.000005239094,0.0000058842616,0.00056373444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9890643,0.008008333,0.00025607191,0.00044581355,0.0014440083,0.0007815658],"domain_scores_gemma":[0.93375486,0.051583704,0.006960138,0.0017432419,0.002480474,0.0034775727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008694169,0.0003725945,0.00023775265,0.0005210372,0.0015610259,0.002316628,0.00047665174,0.0012283904,0.0040136087],"category_scores_gemma":[0.028757377,0.0002230035,0.00038032935,0.0001994627,0.0014522009,0.001806675,0.001371089,0.0012884537,0.0003732419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053461166,0.012330954,0.434427,0.0011798405,0.00037284748,0.00043189406,0.061336245,0.002555884,0.05589127,0.010875334,0.0014499208,0.4138026],"study_design_scores_gemma":[0.00077969994,0.026990475,0.840435,0.00065490755,0.00070372235,0.0005194528,0.06845517,0.009079385,0.03152645,0.010917353,0.009715969,0.00022246395],"about_ca_topic_score_codex":0.000703626,"about_ca_topic_score_gemma":0.0010887231,"teacher_disagreement_score":0.008694169,"about_ca_system_score_codex":0.0007734726,"about_ca_system_score_gemma":0.001432862,"threshold_uncertainty_score":0.04597974},"labels":[],"label_agreement":null},{"id":"W4407278145","doi":"10.1007/978-981-97-5734-3_6","title":"Exploring Cybersecurity in Healthcare Systems: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Studies in big data","topic":"Information and Cyber Security","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":"SAIT Polytechnic","funders":"","keywords":"Computer security; Health care; Healthcare system; Computer science; Political science; Law","score_opus":0.5764144134389985,"score_gpt":0.4455066463135128,"score_spread":0.13090776712548569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407278145","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":[0.00049149053,0.9986253,0.00017120694,0.00020620148,0.0000676909,0.00016506332,0.00014009986,0.000004704248,0.00012820227],"genre_scores_gemma":[0.005212557,0.9935759,0.00050788134,0.00036940168,0.000038266902,0.00017242432,0.00007307648,0.0000031031996,0.00004744505],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99292433,0.0021653967,0.002639469,0.0006503257,0.0013364339,0.00028407344],"domain_scores_gemma":[0.967192,0.025549144,0.004342599,0.0004671161,0.0020011142,0.00044803304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009593541,0.0017959123,0.007822996,0.01223909,0.00080258015,0.0039813262,0.002162746,0.0027989883,0.0043714503],"category_scores_gemma":[0.04132232,0.0012475691,0.007961603,0.0130217215,0.0013483526,0.0038967286,0.0026492355,0.0020546722,0.0003546402],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011067983,0.000029503826,0.000782414,0.93755305,0.00688992,0.00011746086,0.00035447688,0.00013024926,0.00014440218,0.00035226298,0.0016826175,0.051852923],"study_design_scores_gemma":[0.00014711433,0.00011721833,0.002709657,0.9313698,0.0467091,0.00035148262,0.0005749351,0.00006987354,0.00011927551,0.0005187027,0.01726655,0.000046451492],"about_ca_topic_score_codex":0.012390026,"about_ca_topic_score_gemma":0.04484488,"teacher_disagreement_score":0.012390026,"about_ca_system_score_codex":0.0040467954,"about_ca_system_score_gemma":0.019064613,"threshold_uncertainty_score":0.05073613},"labels":[],"label_agreement":null},{"id":"W4407864888","doi":"10.21810/jicw.v7i3.6871","title":"2024 WEST COAST SECURITY CONFERENCE: OPENING REMARKS DAY 1","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"","keywords":"West coast; Oceanography; Geography; History; Geology","score_opus":0.021414746501741248,"score_gpt":0.2864236245951003,"score_spread":0.26500887809335905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407864888","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":[0.0031778053,0.0071521318,0.0009601161,0.15824758,0.30622485,0.0012968177,0.0037341174,0.0010928941,0.5181136],"genre_scores_gemma":[0.0037391123,0.0012639926,0.0003894708,0.015209831,0.015534637,0.00028020033,0.0015328933,0.0002580654,0.96179175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997649,0.00026297732,0.00010525179,0.0002468628,0.0008745863,0.0008612373],"domain_scores_gemma":[0.99565226,0.00030437417,0.0001844845,0.00019027134,0.0017213443,0.0019472471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041739927,0.0018197439,0.00068678055,0.001214033,0.0064532887,0.008301631,0.0016969508,0.011050572,0.28749362],"category_scores_gemma":[0.005381859,0.00073246565,0.0012380795,0.0008164871,0.0009888178,0.0024330714,0.0035994037,0.008606893,0.16605836],"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":[0.00003653642,0.000025222816,0.00006898846,0.000024904533,0.0000017913197,0.000081397964,0.000017567656,0.000010931603,0.00011891639,0.00025129193,0.996902,0.0024603724],"study_design_scores_gemma":[0.00001105597,0.00003041072,0.00068484806,0.000040391722,0.0000016125608,0.000016797503,0.00012235889,0.000016452606,0.00009051852,0.00012299816,0.998852,0.000010334144],"about_ca_topic_score_codex":0.011698334,"about_ca_topic_score_gemma":0.04379421,"teacher_disagreement_score":0.28749362,"about_ca_system_score_codex":0.002476684,"about_ca_system_score_gemma":0.0067800637,"threshold_uncertainty_score":0.96176195},"labels":[],"label_agreement":null},{"id":"W4407864919","doi":"10.21810/jicw.v7i3.6872","title":"HUMAN INFRASTRUCTURE SECURITY","year":2025,"lang":"en","type":"article","venue":"The Journal of Intelligence Conflict and Warfare","topic":"Information and Cyber Security","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":true,"ca_institutions":"","funders":"","keywords":"Critical infrastructure; Human security; Business; Computer security; Computer science; Political science","score_opus":0.013259443793517341,"score_gpt":0.28125943378271157,"score_spread":0.2679999899891942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407864919","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":[0.0023646315,0.005665682,0.0018540719,0.04391098,0.022724414,0.00014508142,0.0005976741,0.0003423298,0.9223952],"genre_scores_gemma":[0.009643949,0.0013422634,0.00037530644,0.0030667717,0.00070005894,0.000027127475,0.00026054683,0.000050265196,0.98453367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826115,0.00020611628,0.000055151395,0.00022119631,0.00076960155,0.00048684888],"domain_scores_gemma":[0.9983246,0.00014795281,0.000043933753,0.00008988155,0.0007985346,0.0005951557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018206119,0.0006861119,0.0002771502,0.0009429955,0.004051705,0.005275996,0.00052753824,0.0032906982,0.20173752],"category_scores_gemma":[0.0035047058,0.0003157134,0.0003016151,0.0005053342,0.0009664154,0.0019557416,0.0027537607,0.0035342672,0.06114251],"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":[0.000037229158,0.000025877953,0.0003822018,0.00007018422,0.0000027905176,0.00013790016,0.00037210045,0.00008816028,0.00071775867,0.027858732,0.9068269,0.06348009],"study_design_scores_gemma":[0.0000012029939,0.000010730434,0.0002354344,0.000026775362,5.8570566e-7,0.000030234196,0.00012207516,0.000022997565,0.00014238317,0.00067797577,0.9987269,0.000002767724],"about_ca_topic_score_codex":0.0131811015,"about_ca_topic_score_gemma":0.03076426,"teacher_disagreement_score":0.20173752,"about_ca_system_score_codex":0.0046303202,"about_ca_system_score_gemma":0.0063778055,"threshold_uncertainty_score":0.67487925},"labels":[],"label_agreement":null},{"id":"W4407870999","doi":"10.32996/jhsss.2025.7.2.5","title":"Cybersecurity as a Catalyst: Enhancing Accountability and Driving Change in Federal Agencies","year":2025,"lang":"en","type":"article","venue":"Journal of Humanities and Social Sciences Studies","topic":"Information and Cyber Security","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":"Memorial University of Newfoundland","funders":"","keywords":"Accountability; Business; Computer security; Public relations; Public administration; Political science; Computer science; Law","score_opus":0.07030901277296306,"score_gpt":0.33896491131496764,"score_spread":0.26865589854200456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407870999","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":[0.9900221,0.00014609937,0.00073560677,0.0038594443,0.000022264821,0.000026491616,0.000035845038,0.000024283707,0.0051276973],"genre_scores_gemma":[0.99955815,0.000045290584,0.0001638305,0.000083569816,0.000006860973,0.0000057775296,0.000009101316,0.0000014671322,0.00012594163],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9926601,0.0037549925,0.00030801108,0.00044036692,0.001193215,0.0016433252],"domain_scores_gemma":[0.9708683,0.0066996706,0.013157661,0.0020243921,0.003429665,0.0038204235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072402423,0.00016541366,0.00019466219,0.0014824917,0.0035046488,0.0036360936,0.0006538087,0.000788778,0.001132822],"category_scores_gemma":[0.02735304,0.00017193561,0.0002482952,0.001297358,0.0021366307,0.002785206,0.0031994467,0.0014002422,0.00012359995],"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":[0.00012144072,0.00073021476,0.86050683,0.00011291703,0.000060642902,0.0001496574,0.01836931,0.0019315276,0.0011544814,0.008795254,0.0033443244,0.10472343],"study_design_scores_gemma":[0.000009316319,0.00021157181,0.96212465,0.0001397567,0.00002471793,0.00004034266,0.024088591,0.0017381322,0.0009298837,0.0030163177,0.007647056,0.000029657218],"about_ca_topic_score_codex":0.037810054,"about_ca_topic_score_gemma":0.06599948,"teacher_disagreement_score":0.037810054,"about_ca_system_score_codex":0.00656642,"about_ca_system_score_gemma":0.012414129,"threshold_uncertainty_score":0.075179935},"labels":[],"label_agreement":null},{"id":"W4407937964","doi":"10.5220/0013081700003899","title":"A Customizable Security Risk Assessment Framework Using Multi-Attribute Decision Making for IoT Systems","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Université TÉLUQ; University of Regina","funders":"","keywords":"Computer science; Internet of Things; Computer security; Risk analysis (engineering); Business","score_opus":0.022640431164131624,"score_gpt":0.349649390424718,"score_spread":0.3270089592605864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407937964","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":[0.009332375,0.00008960095,0.9862379,0.00016522864,0.000037344504,0.00018047991,0.0001762991,0.0015263332,0.002254374],"genre_scores_gemma":[0.29017717,0.00014830996,0.7068679,0.00010711981,0.00004135583,0.00024605787,0.00043402807,0.00015010814,0.0018279182],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980373,0.00040622457,0.00020384009,0.00030722714,0.0008511232,0.00019436277],"domain_scores_gemma":[0.9984849,0.0005465011,0.00015686663,0.00023818461,0.00044510543,0.00012849049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041329847,0.0011912431,0.0011809332,0.0018176186,0.00086486695,0.0031381187,0.002000942,0.000912682,0.004248924],"category_scores_gemma":[0.0040161638,0.000563577,0.0021040165,0.001357616,0.0005520404,0.002428071,0.0027371647,0.0018812446,0.00058640447],"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":[0.00015621891,0.0004747203,0.0033740057,0.00024269312,0.0003717667,0.00045432546,0.00032461298,0.72962815,0.0062812334,0.050578393,0.004097259,0.20401666],"study_design_scores_gemma":[0.0000152492275,0.000034559194,0.0003028759,0.00002997248,0.00004242879,0.00005053712,0.000049063183,0.9741148,0.0011534281,0.021851726,0.002333014,0.000022403223],"about_ca_topic_score_codex":0.0069725164,"about_ca_topic_score_gemma":0.009643767,"teacher_disagreement_score":0.0069725164,"about_ca_system_score_codex":0.0011617269,"about_ca_system_score_gemma":0.0023472714,"threshold_uncertainty_score":0.02185756},"labels":[],"label_agreement":null},{"id":"W4408054408","doi":"10.1007/s10664-024-10610-0","title":"Assessing the adoption of security policies by developers in terraform across different cloud providers","year":2025,"lang":"en","type":"article","venue":"Empirical Software Engineering","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Fonds de recherche du Québec; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Cloud computing; Business; Computer security; Cloud service provider; Cloud computing security; Internet privacy; Computer science","score_opus":0.014692344055413297,"score_gpt":0.29999987601119277,"score_spread":0.28530753195577946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408054408","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":[0.99729913,0.00006348328,0.00080316816,0.0001255249,0.0000029894566,0.000057775076,0.00032114642,0.00015535625,0.0011713828],"genre_scores_gemma":[0.99142754,0.00012783914,0.0054494976,0.00006696316,0.000006382693,0.00013638355,0.0016414396,0.00014500297,0.0009990647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921485,0.0021470673,0.0009155039,0.0013284701,0.002766613,0.00069369713],"domain_scores_gemma":[0.8453686,0.076496415,0.03587568,0.011968438,0.025821438,0.0044693365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015874969,0.00044979114,0.00026834465,0.0050541135,0.00088331517,0.001969507,0.0007364682,0.0007645593,0.00085532875],"category_scores_gemma":[0.087660104,0.0004915363,0.00034769086,0.004227854,0.0016879644,0.0029243492,0.0017813856,0.0011893897,0.00040665898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015138477,0.00025718237,0.9328825,0.000189674,0.000050864768,0.0002380738,0.015518094,0.001372012,0.0035960348,0.00072647125,0.0013365145,0.043681137],"study_design_scores_gemma":[0.000018217175,0.0003475965,0.97592473,0.00014367534,0.00003928513,0.0002974888,0.009678844,0.0054756207,0.0020949144,0.0003919115,0.0055261585,0.00006160458],"about_ca_topic_score_codex":0.014650667,"about_ca_topic_score_gemma":0.021210391,"teacher_disagreement_score":0.015874969,"about_ca_system_score_codex":0.0019370579,"about_ca_system_score_gemma":0.0022863692,"threshold_uncertainty_score":0.083955824},"labels":[],"label_agreement":null},{"id":"W4408062143","doi":"10.5220/0013248200003893","title":"Modelling Defence Planning as a Sequential Decision Problem","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Decision theory; Operations research; Management science; Engineering; Mathematics; Statistics","score_opus":0.02235181803792802,"score_gpt":0.282330346811384,"score_spread":0.259978528773456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408062143","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":[0.13837683,0.0012262502,0.82120836,0.0041364045,0.00036538052,0.00032522963,0.0013731726,0.00045108597,0.032537296],"genre_scores_gemma":[0.8814848,0.0011792874,0.080484256,0.00033979284,0.00023106145,0.00045044828,0.00077230105,0.00012465437,0.034933437],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982857,0.000671216,0.000085818116,0.0003869365,0.00023373075,0.0003365665],"domain_scores_gemma":[0.99369824,0.005156708,0.00045976887,0.00011383637,0.00027680778,0.00029462748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024321447,0.0014279826,0.002097557,0.0011939143,0.00072223257,0.003282281,0.0025265648,0.0043152347,0.015633827],"category_scores_gemma":[0.006051384,0.0023256738,0.001652653,0.0019535646,0.0021255973,0.0028856162,0.0016140622,0.0027111536,0.0010806035],"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":[0.000051449395,0.000043125507,0.00022801557,0.000052320294,0.000025548727,0.00009555155,0.000027417991,0.97587365,0.00014353715,0.02136016,0.00036152647,0.0017376438],"study_design_scores_gemma":[0.0000447067,0.000030542873,0.00007338092,0.000007970519,0.000017917428,0.000013408416,0.000016629992,0.97630084,0.00006884236,0.022909032,0.00050733396,0.000009469469],"about_ca_topic_score_codex":0.027410328,"about_ca_topic_score_gemma":0.015816454,"teacher_disagreement_score":0.027410328,"about_ca_system_score_codex":0.002642324,"about_ca_system_score_gemma":0.003125141,"threshold_uncertainty_score":0.054501593},"labels":[],"label_agreement":null},{"id":"W4408125282","doi":"10.1007/978-981-96-2417-1","title":"Science of Cyber Security","year":2025,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"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":"University of Illinois at Urbana-Champaign; Mälardalens högskola; Shanghai Maritime University; National Chi Nan University; Università degli Studi di Padova; Institut Polytechnique de Paris; University of the Aegean; Polytechnique Montréal; Universidade da Beira Interior; Nanyang Technological University; East China Normal University; Università degli Studi di Milano; Sun Yat-sen University; Iowa State University; University of Notre Dame; Michigan Technological University; Islamic Azad University; Edith Cowan University; Chinese Academy of Sciences; Aarhus Universitet","keywords":"Computer science; Computer security","score_opus":0.007658639710337495,"score_gpt":0.2419534714838218,"score_spread":0.23429483177348429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408125282","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":[0.0008217391,0.038757928,0.008449593,0.012920006,0.0024507015,0.000026834392,0.00009903764,0.00008483144,0.9363892],"genre_scores_gemma":[0.09771128,0.056467693,0.010654511,0.0095723625,0.005758854,0.00015401324,0.00030247992,0.00019486186,0.81918395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997776,0.0000575799,0.0000053193644,0.00003426472,0.00010590544,0.000019239655],"domain_scores_gemma":[0.99970263,0.0001198744,0.000016953554,0.00005699241,0.00006246218,0.000041069514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037196104,0.00079851574,0.0004433112,0.0009285512,0.0009346041,0.0026955046,0.00054474367,0.0012568951,0.020161256],"category_scores_gemma":[0.0010295783,0.0003106475,0.0002690761,0.0007660237,0.0046532587,0.0030450977,0.0009878855,0.0031758812,0.006676422],"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":[0.000003827904,0.0000117359605,0.00004754955,0.000050203224,0.0000035626672,0.000015194212,0.0001784715,0.0002884938,0.00013621205,0.878484,0.10468541,0.016095316],"study_design_scores_gemma":[0.0000039955517,0.000007542321,0.00014450602,0.00008331302,0.0000025488894,0.00005524728,0.00007464079,0.00031644938,0.000075446624,0.4987622,0.5004709,0.0000032419048],"about_ca_topic_score_codex":0.002337063,"about_ca_topic_score_gemma":0.0030505657,"teacher_disagreement_score":0.020161256,"about_ca_system_score_codex":0.0019421994,"about_ca_system_score_gemma":0.0018196953,"threshold_uncertainty_score":0.06744605},"labels":[],"label_agreement":null},{"id":"W4408346318","doi":"10.1007/978-3-031-83072-3_1","title":"Work in Progress: Considering Human Factors in Collaborative Decision Making for Secure Architecture Design","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Architecture; Work (physics); Software engineering; Human–computer interaction; Computer architecture; Engineering","score_opus":0.022137367788608073,"score_gpt":0.286064512068336,"score_spread":0.2639271442797279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408346318","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":[0.17766455,0.00917165,0.6491378,0.010392108,0.00054548646,0.0002435865,0.000068814996,0.00024592417,0.15253009],"genre_scores_gemma":[0.83405757,0.003040947,0.14891098,0.0003277927,0.00018659163,0.00011460866,0.00006275917,0.000057206176,0.013241529],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99709284,0.001913727,0.00006498014,0.00023036361,0.0005018851,0.00019618955],"domain_scores_gemma":[0.99238247,0.005883269,0.0002354294,0.0003964261,0.0006717091,0.00043072025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051328936,0.0009059677,0.0004436249,0.00057928805,0.0012915332,0.0049767103,0.0013978998,0.0017141929,0.006830195],"category_scores_gemma":[0.008951388,0.0002998807,0.0006296272,0.00080750475,0.0021195798,0.0059467717,0.001494643,0.0018042515,0.0005900011],"study_design_candidate":"qualitative","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":[0.00031158386,0.0006811448,0.00615379,0.0006352199,0.0002763283,0.0005153574,0.008983014,0.1359838,0.005045467,0.36862418,0.010004536,0.4627856],"study_design_scores_gemma":[0.000073559924,0.0007264453,0.0041259048,0.00058232906,0.00023148346,0.0002268512,0.010066539,0.49543363,0.0075788065,0.43782115,0.043019924,0.00011337818],"about_ca_topic_score_codex":0.005247332,"about_ca_topic_score_gemma":0.005720333,"teacher_disagreement_score":0.006830195,"about_ca_system_score_codex":0.0014300265,"about_ca_system_score_gemma":0.0030707081,"threshold_uncertainty_score":0.027145684},"labels":[],"label_agreement":null},{"id":"W4408438767","doi":"10.1093/cybsec/tyaf005","title":"Software security in practice: knowledge and motivation","year":2025,"lang":"en","type":"article","venue":"Journal of Cybersecurity","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Knowledge management; Computer science; Applied psychology","score_opus":0.007984986999735263,"score_gpt":0.27606826086566627,"score_spread":0.268083273865931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408438767","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":[0.97627264,0.000237383,0.002293475,0.0030378317,0.000016419543,0.00004641455,0.000008433023,0.000011086542,0.018076405],"genre_scores_gemma":[0.9989906,0.00007966005,0.000414573,0.00010868858,0.0000043744017,0.000013517724,0.0000034689579,0.0000023416474,0.00038279552],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98872465,0.006819122,0.00038385484,0.00064892584,0.002325582,0.0010978527],"domain_scores_gemma":[0.94991016,0.03090777,0.0068102228,0.001531522,0.0051022363,0.0057379776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010153854,0.0002182019,0.00025223216,0.0024471763,0.0025890353,0.0055253673,0.00061667734,0.0013793574,0.001788037],"category_scores_gemma":[0.0297054,0.0003340158,0.00023206933,0.0008762025,0.0056490204,0.002472214,0.0042601824,0.0016229035,0.00020793364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070353526,0.0011186062,0.38052717,0.00039467952,0.00008374471,0.0015236769,0.46406665,0.0009432697,0.0025056824,0.048277456,0.0024359901,0.09805268],"study_design_scores_gemma":[0.00010550648,0.0005201855,0.22576353,0.0012101852,0.000067294575,0.0016989681,0.63167995,0.009093249,0.0021713686,0.067756094,0.059765022,0.00016868845],"about_ca_topic_score_codex":0.0023277965,"about_ca_topic_score_gemma":0.0025968899,"teacher_disagreement_score":0.010153854,"about_ca_system_score_codex":0.0029455759,"about_ca_system_score_gemma":0.0047399173,"threshold_uncertainty_score":0.053699374},"labels":[],"label_agreement":null},{"id":"W4408797770","doi":"10.1145/3716822","title":"An empirical study on vulnerability disclosure management of open source software systems","year":2025,"lang":"en","type":"article","venue":"ACM Transactions on Software Engineering and Methodology","topic":"Information and Cyber Security","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":"Huawei Technologies (Canada)","funders":"","keywords":"Computer science; Vulnerability (computing); Vulnerability management; Open source; Software; Open source software; Empirical research; Computer security; Vulnerability assessment; Operating system","score_opus":0.07854885103263813,"score_gpt":0.37620784924822176,"score_spread":0.2976589982155836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408797770","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":[0.9971205,0.00014660647,0.00069940137,0.00044499073,0.0000046868945,0.00004708931,0.000045005025,0.0000062272134,0.0014855023],"genre_scores_gemma":[0.99850535,0.00019909507,0.00075670844,0.000105222156,0.000008354746,0.00004992447,0.00006649093,0.000005257005,0.00030362429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9765667,0.012028348,0.0024124898,0.0015536164,0.00590408,0.0015349218],"domain_scores_gemma":[0.6389281,0.24606323,0.07655386,0.008590672,0.023537364,0.0063267844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021238975,0.00026238864,0.0003001959,0.0029102322,0.0019422567,0.002712273,0.0009513494,0.001000097,0.0018048682],"category_scores_gemma":[0.14360324,0.0003430175,0.00026999993,0.0033711193,0.0022633236,0.0067420644,0.002685453,0.0021298402,0.0002978593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014783963,0.0008306828,0.83123416,0.0004399633,0.000042131316,0.0007450775,0.11099843,0.0004929186,0.0011915447,0.002854449,0.0012356971,0.049787242],"study_design_scores_gemma":[0.00003329927,0.0008858732,0.6985892,0.00076284906,0.00005525989,0.0013849678,0.2740823,0.005299435,0.0017241563,0.002372148,0.014714355,0.00009617608],"about_ca_topic_score_codex":0.0029470187,"about_ca_topic_score_gemma":0.0034146835,"teacher_disagreement_score":0.021238975,"about_ca_system_score_codex":0.0021098203,"about_ca_system_score_gemma":0.0031502394,"threshold_uncertainty_score":0.11232376},"labels":[],"label_agreement":null},{"id":"W4408804751","doi":"10.34190/iccws.20.1.3364","title":"Towards an Ontology-Driven Approach for Contextualized Cybersecurity Awareness","year":2025,"lang":"en","type":"article","venue":"International Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Ontology; Computer security; Computer science; Internet privacy; Data science; Epistemology","score_opus":0.04583068803628259,"score_gpt":0.3317571722932403,"score_spread":0.2859264842569577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408804751","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":[0.006806869,0.00022690406,0.9781125,0.0026241317,0.00008522189,0.00036745807,0.0001699689,0.0006335053,0.010973379],"genre_scores_gemma":[0.103625745,0.00037477954,0.8901431,0.0005000993,0.000038887465,0.00038491434,0.0006648288,0.00018016844,0.004087496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99524885,0.0022119884,0.00036700393,0.0007003334,0.001120955,0.00035093224],"domain_scores_gemma":[0.9949563,0.0019717508,0.00036826055,0.0011558619,0.0010224417,0.00052542903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00624734,0.00078663195,0.00063295773,0.0024521658,0.0020799618,0.006809528,0.0028444799,0.002035368,0.0031529253],"category_scores_gemma":[0.007617709,0.00093303097,0.0023204088,0.0020265547,0.0041319174,0.009260259,0.008818099,0.0047344654,0.0008171697],"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":[0.00009521744,0.0005939419,0.0027421839,0.0006380218,0.00016049757,0.000962057,0.020210661,0.017085945,0.008663027,0.7890884,0.0065744254,0.15318565],"study_design_scores_gemma":[0.000051742452,0.000115538984,0.001541753,0.00079977687,0.00018817536,0.0008572796,0.017039012,0.15124379,0.0072473246,0.60470456,0.21608259,0.0001284883],"about_ca_topic_score_codex":0.010038892,"about_ca_topic_score_gemma":0.015931707,"teacher_disagreement_score":0.010038892,"about_ca_system_score_codex":0.0025726955,"about_ca_system_score_gemma":0.006304197,"threshold_uncertainty_score":0.03303951},"labels":[],"label_agreement":null},{"id":"W4408804780","doi":"10.34190/iccws.20.1.3374","title":"A Governance-Centric Framework for Strengthening Healthcare Cybersecurity: A Systems Perspective","year":2025,"lang":"en","type":"article","venue":"International Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Perspective (graphical); Corporate governance; Healthcare system; Health care; Business; Computer security; Process management; Risk analysis (engineering); Computer science; Political science","score_opus":0.026601077236408477,"score_gpt":0.3124896365598505,"score_spread":0.28588855932344204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408804780","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":[0.027053552,0.010792215,0.5630796,0.21712004,0.0011492026,0.00057606405,0.00016746667,0.00029279184,0.17976911],"genre_scores_gemma":[0.8757851,0.0068472987,0.10103738,0.007944198,0.00090509246,0.0005435379,0.00013733638,0.00008092328,0.006719117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98867387,0.007477135,0.00044774328,0.00105472,0.0013622815,0.0009842601],"domain_scores_gemma":[0.9903566,0.0042145615,0.0010591845,0.0012484994,0.0014750436,0.001645982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015682835,0.0008922283,0.0006274428,0.0035101823,0.0042081084,0.014326704,0.0021617808,0.0051201233,0.0026871876],"category_scores_gemma":[0.00813304,0.000584746,0.000980252,0.0023197478,0.030139882,0.013555223,0.008140337,0.006303462,0.00047874884],"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":[0.0000028974991,0.000012388149,0.00039991553,0.000040804494,0.0000076031383,0.00006362127,0.0014513315,0.0012173448,0.000102384474,0.9930536,0.0007262612,0.002921811],"study_design_scores_gemma":[0.000017804117,0.000065685184,0.0008066844,0.00044713193,0.000023679842,0.00017514148,0.004488839,0.004305623,0.00029424898,0.9263673,0.06297773,0.000030099816],"about_ca_topic_score_codex":0.0056878487,"about_ca_topic_score_gemma":0.004066855,"teacher_disagreement_score":0.015682835,"about_ca_system_score_codex":0.010006926,"about_ca_system_score_gemma":0.019181708,"threshold_uncertainty_score":0.082939744},"labels":[],"label_agreement":null},{"id":"W4408816231","doi":"10.2139/ssrn.5172718","title":"The Risks of Botshit","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Alberta; Simon Fraser University","funders":"","keywords":"Business; Risk analysis (engineering)","score_opus":0.019452350414196937,"score_gpt":0.29439225830395066,"score_spread":0.2749399078897537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408816231","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":[0.39870873,0.0065674474,0.024699485,0.063814424,0.0005895424,0.000081662685,0.00069239596,0.00026661434,0.50457966],"genre_scores_gemma":[0.98232204,0.001078149,0.0005948837,0.001196842,0.00021957362,0.000013409005,0.000048717207,0.000030379992,0.014496083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972332,0.001020094,0.00008031736,0.00029829232,0.0009349363,0.00043307748],"domain_scores_gemma":[0.9815229,0.010158508,0.002993684,0.0022728855,0.0019728725,0.0010791618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029200881,0.00035602142,0.00038042487,0.0011827603,0.001497928,0.00326549,0.00059209624,0.0046617454,0.014405132],"category_scores_gemma":[0.026549416,0.00031542877,0.00045733532,0.0007419399,0.0026424697,0.006233586,0.0019663984,0.0039624996,0.0020844808],"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":[0.0006347343,0.00017341386,0.028825628,0.00018693607,0.00013213496,0.0010237212,0.002332652,0.010906278,0.001788573,0.8236606,0.041121334,0.08921397],"study_design_scores_gemma":[0.0000566969,0.00024932344,0.020458067,0.00027716675,0.00010775158,0.0020188643,0.0025779048,0.022178333,0.0014100249,0.880833,0.06974085,0.00009202754],"about_ca_topic_score_codex":0.002593477,"about_ca_topic_score_gemma":0.0030329335,"teacher_disagreement_score":0.014405132,"about_ca_system_score_codex":0.0013841044,"about_ca_system_score_gemma":0.0008316705,"threshold_uncertainty_score":0.048189938},"labels":[],"label_agreement":null},{"id":"W4409154300","doi":"10.1109/thms.2025.3552231","title":"Cybersecurity Challenge Analysis of Work-From-Anywhere (WFA) and Recommendations Guided by a User Study","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Human-Machine Systems","topic":"Information and Cyber Security","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":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Work (physics); Computer science; Computer security; Engineering","score_opus":0.028050095648286373,"score_gpt":0.3125078055633413,"score_spread":0.2844577099150549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409154300","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":[0.9955373,0.000045133183,0.00241752,0.00029462238,0.0000120167115,0.00021337946,0.00020804055,0.000087892375,0.0011841953],"genre_scores_gemma":[0.9915916,0.00009926832,0.0061792484,0.00016700097,0.000009090624,0.00042665735,0.000343676,0.000027530745,0.0011559312],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9971378,0.0018199742,0.00020515699,0.0002418223,0.0003591899,0.0002360982],"domain_scores_gemma":[0.9808157,0.01229286,0.0012116185,0.001277466,0.0030523248,0.0013499449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048887194,0.0005731775,0.0005688534,0.001632583,0.0019236818,0.0022095123,0.0008152988,0.0012495702,0.0023265204],"category_scores_gemma":[0.019557375,0.0002924828,0.0005782308,0.00092466694,0.00081025873,0.003179886,0.0017897256,0.0012396796,0.0007491622],"study_design_candidate":"qualitative","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":[0.0013920681,0.0054733614,0.45827046,0.002137251,0.00015791492,0.0035585049,0.36453566,0.0032535743,0.013178415,0.0037758213,0.013704984,0.13056198],"study_design_scores_gemma":[0.00012443238,0.0059235366,0.3694001,0.0007441582,0.00017902223,0.0028010427,0.5214851,0.044664044,0.010884769,0.0030928229,0.040106818,0.0005940514],"about_ca_topic_score_codex":0.003029034,"about_ca_topic_score_gemma":0.005478321,"teacher_disagreement_score":0.0048887194,"about_ca_system_score_codex":0.0012277722,"about_ca_system_score_gemma":0.0005936564,"threshold_uncertainty_score":0.02585429},"labels":[],"label_agreement":null},{"id":"W4409156298","doi":"10.1109/trustcom63139.2024.00279","title":"NLP and Neural Networks for Insider Threat Detection","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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","funders":"","keywords":"Computer science; Insider threat; Insider; Artificial intelligence; Natural language processing; Artificial neural network","score_opus":0.012728718962303907,"score_gpt":0.23894214432631083,"score_spread":0.22621342536400693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409156298","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":[0.06198635,0.0046055755,0.90804964,0.0020149676,0.00035365587,0.00022152567,0.003934028,0.012470961,0.006363205],"genre_scores_gemma":[0.6046338,0.0025693304,0.37196103,0.00087352813,0.0005491768,0.000503121,0.012130989,0.00047140682,0.006307588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987031,0.0004491406,0.00010188688,0.00037267606,0.00028892557,0.00008423399],"domain_scores_gemma":[0.99718237,0.0018236921,0.00029510498,0.00030029644,0.0003596814,0.00003882185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011393169,0.0016258291,0.00073286885,0.0024732323,0.000486299,0.00092750916,0.0009895976,0.0013734833,0.0016800521],"category_scores_gemma":[0.0059200814,0.00035279628,0.00085697824,0.0020866592,0.00060691306,0.002502525,0.0009562324,0.0018923987,0.0013081795],"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":[0.00025153454,0.00035691465,0.0042099515,0.0004354782,0.00020566258,0.00045856996,0.00012728164,0.26725936,0.011316152,0.0054156533,0.017097214,0.6928663],"study_design_scores_gemma":[0.000009521643,0.000027965012,0.0009313199,0.000016977401,0.000019023835,0.00006640135,0.000027534476,0.9843762,0.0037027688,0.008654082,0.0021561258,0.000012108048],"about_ca_topic_score_codex":0.008184178,"about_ca_topic_score_gemma":0.008254393,"teacher_disagreement_score":0.008184178,"about_ca_system_score_codex":0.00095937663,"about_ca_system_score_gemma":0.00085856096,"threshold_uncertainty_score":0.016273081},"labels":[],"label_agreement":null},{"id":"W4409209934","doi":"10.51594/csitrj.v6i3.1873","title":"Cybersecurity and DevOps in Cloud-Based Telecom and BI Systems: Advancing Risk Mitigation Strategies","year":2025,"lang":"en","type":"article","venue":"Computer Science & IT Research Journal","topic":"Information and Cyber Security","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":"Bank of Canada","funders":"","keywords":"DevOps; Cloud computing; Computer security; Telecommunications; Business; Computer science; Operating system","score_opus":0.0172329149505852,"score_gpt":0.33037627354810917,"score_spread":0.31314335859752396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409209934","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":[0.22379829,0.031182485,0.54849327,0.06048824,0.0007109,0.0005014607,0.00012415834,0.0006082715,0.13409284],"genre_scores_gemma":[0.87389964,0.016709415,0.10152534,0.0010488658,0.00022167241,0.0001652932,0.00011508761,0.00008465473,0.0062299403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969273,0.001309577,0.00017052493,0.0002648835,0.0009345328,0.0003931456],"domain_scores_gemma":[0.99075234,0.0035381755,0.0015432059,0.0010678893,0.0019595933,0.0011387473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056173485,0.0011488857,0.0003622499,0.0025049034,0.002101419,0.008346732,0.0013912871,0.0018125379,0.0018384745],"category_scores_gemma":[0.008381032,0.00046629945,0.0005298541,0.0015230464,0.0034866403,0.0102654,0.007432445,0.0031239975,0.00038346686],"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":[0.000085914304,0.00029924177,0.023917064,0.00082560244,0.00010483403,0.00092985964,0.008946046,0.046581104,0.0059684343,0.53843856,0.007003981,0.36689937],"study_design_scores_gemma":[0.000030897896,0.00058011094,0.01552799,0.0029170576,0.00011197965,0.0016189995,0.029378846,0.23125562,0.011152272,0.44750088,0.25970966,0.00021574496],"about_ca_topic_score_codex":0.0036235582,"about_ca_topic_score_gemma":0.0027436516,"teacher_disagreement_score":0.008346732,"about_ca_system_score_codex":0.0036350174,"about_ca_system_score_gemma":0.0054716123,"threshold_uncertainty_score":0.02970773},"labels":[],"label_agreement":null},{"id":"W4409405816","doi":"10.1007/s10664-025-10648-8","title":"Opportunities and security risks of technical leverage: A replication study on the NPM ecosystem","year":2025,"lang":"en","type":"article","venue":"Empirical Software Engineering","topic":"Information and Cyber Security","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; Concordia University","funders":"","keywords":"Leverage (statistics); Replication (statistics); Business; Computer science; Computer security; Medicine","score_opus":0.07617329618644243,"score_gpt":0.3188694552498021,"score_spread":0.24269615906335967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409405816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994079,0.00006641548,0.0010483265,0.00018199811,0.000008802444,0.00015296573,0.00014311595,0.000016805425,0.0043026707],"genre_scores_gemma":[0.9975426,0.00003356468,0.0010684141,0.00008275945,0.000009150991,0.00021495584,0.00012810995,0.000011155883,0.00090927933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949705,0.0024310818,0.00026976698,0.0007550247,0.0011726093,0.0004011352],"domain_scores_gemma":[0.90735316,0.045628946,0.0114804795,0.025949238,0.0073769884,0.0022112187],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01335824,0.00049668935,0.0006299228,0.0016725853,0.0025706945,0.002863468,0.0020762102,0.0019399694,0.006853362],"category_scores_gemma":[0.07933564,0.00047980805,0.0008762338,0.0013970567,0.002324623,0.0060817576,0.0035804252,0.002837022,0.001025781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030422893,0.009882088,0.86845773,0.00038051073,0.00063829566,0.0021505172,0.024288597,0.0017423801,0.0033884696,0.015921481,0.0027631063,0.0673446],"study_design_scores_gemma":[0.00082534197,0.0047076466,0.895882,0.00035905658,0.0006785595,0.0014753018,0.04556083,0.013229396,0.0036001457,0.02093411,0.012600893,0.00014667423],"about_ca_topic_score_codex":0.0056591835,"about_ca_topic_score_gemma":0.0049981065,"teacher_disagreement_score":0.98664176,"about_ca_system_score_codex":0.0014699777,"about_ca_system_score_gemma":0.0028508964,"threshold_uncertainty_score":0.07064593},"labels":[],"label_agreement":null},{"id":"W4409507036","doi":"10.1007/978-3-031-85356-2_10","title":"A Formal Approach for Verifying and Validating Security Objectives in Software Architecture","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Formal methods; Software engineering; Software architecture; Formal verification; Programming language; Architecture; Software architecture description; Software; Reference architecture","score_opus":0.01241941353452653,"score_gpt":0.24165330502220964,"score_spread":0.2292338914876831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409507036","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":[0.0011526786,0.00007201895,0.99663323,0.00017608276,0.00003104825,0.00008172764,0.000030001731,0.00048832066,0.0013349301],"genre_scores_gemma":[0.056951195,0.00024889052,0.93907785,0.00017846245,0.00007631604,0.00024122995,0.00013996806,0.0002138906,0.0028722174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9917489,0.0027704032,0.000938664,0.0008740212,0.0031246606,0.0005432045],"domain_scores_gemma":[0.98683715,0.007858077,0.00073355186,0.002837841,0.001450142,0.0002832413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006903759,0.0016345816,0.0010168125,0.0022499315,0.0018768812,0.0058117053,0.004152133,0.0025262476,0.0036522904],"category_scores_gemma":[0.01675862,0.002378884,0.0032433805,0.001366235,0.007459263,0.009140456,0.004912806,0.0062529817,0.0011928384],"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":[0.000057381247,0.00018358267,0.0005612548,0.000404907,0.000087708984,0.00039026912,0.00085276645,0.050922517,0.008287526,0.8508462,0.0029128974,0.08449299],"study_design_scores_gemma":[0.00006950936,0.00012448807,0.00020416362,0.00027075416,0.0001433233,0.00040745764,0.00023640081,0.26676533,0.012376399,0.6905605,0.028765252,0.00007640374],"about_ca_topic_score_codex":0.0066302223,"about_ca_topic_score_gemma":0.007972446,"teacher_disagreement_score":0.006903759,"about_ca_system_score_codex":0.0025479938,"about_ca_system_score_gemma":0.0054733115,"threshold_uncertainty_score":0.036510944},"labels":[],"label_agreement":null},{"id":"W4409667767","doi":"10.3390/info16050336","title":"Building a Cybersecurity Culture in Higher Education: Proposing a Cybersecurity Awareness Paradigm","year":2025,"lang":"en","type":"article","venue":"Information","topic":"Information and Cyber Security","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 Canada West","funders":"","keywords":"Computer security; Internet privacy; Computer science","score_opus":0.01258313702816304,"score_gpt":0.27804042929977957,"score_spread":0.2654572922716165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409667767","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":[0.18373659,0.0029547529,0.29448608,0.15106039,0.0012367272,0.0008463664,0.00009112356,0.00029721137,0.3652907],"genre_scores_gemma":[0.91223556,0.0009815277,0.07696674,0.0032032111,0.00016324119,0.00042344813,0.000039026258,0.000032422013,0.0059549105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99426454,0.0034463971,0.00021072195,0.0005658668,0.00089860416,0.0006137768],"domain_scores_gemma":[0.9943045,0.0014084217,0.0008114702,0.0004718551,0.001080865,0.0019229108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007722782,0.00070897414,0.0003694033,0.0033297387,0.007031378,0.014529399,0.0024409739,0.003926229,0.0030481422],"category_scores_gemma":[0.004585988,0.0004766447,0.00068817637,0.0015358179,0.02675883,0.014221784,0.009668202,0.0051677874,0.0006528271],"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":[0.000013628883,0.00040474712,0.004616446,0.00016964469,0.000013185929,0.00020941549,0.040374387,0.0006151669,0.0006057304,0.9243033,0.002048472,0.026625866],"study_design_scores_gemma":[0.00004757094,0.00027740042,0.0049826424,0.0008437037,0.000030846026,0.00046885043,0.11101637,0.007258675,0.001090957,0.7844351,0.08945597,0.00009201706],"about_ca_topic_score_codex":0.0033653795,"about_ca_topic_score_gemma":0.003998789,"teacher_disagreement_score":0.014529399,"about_ca_system_score_codex":0.0073287254,"about_ca_system_score_gemma":0.015968246,"threshold_uncertainty_score":0.05317384},"labels":[],"label_agreement":null},{"id":"W4409866584","doi":"10.1007/s10796-025-10606-1","title":"Barking Up the Wrong Tree? Reconsidering Policy Compliance as a Dependent Variable Within Behavioral Cybersecurity Research","year":2025,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Information and Cyber Security","field":"Computer Science","cited_by":5,"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":"Social Sciences and Humanities Research Council","keywords":"Compliance (psychology); Déjà vu; Computer security; Computer science; Variable (mathematics); Tree (set theory); Psychology; Social psychology; Cognitive psychology; Mathematics","score_opus":0.070206668462373,"score_gpt":0.3384869917632152,"score_spread":0.26828032330084217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409866584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87283206,0.0012033157,0.049462892,0.05290743,0.00047017925,0.00014077184,0.0004900976,0.000079360754,0.022413826],"genre_scores_gemma":[0.9924899,0.0001928104,0.0047979,0.0015323855,0.000101667814,0.00012032615,0.00011731214,0.000039999144,0.0006076647],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9612293,0.027509661,0.0013936133,0.004167073,0.004376281,0.0013240486],"domain_scores_gemma":[0.6920821,0.24440578,0.03454676,0.015806798,0.008620253,0.004538319],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04231867,0.000710752,0.001557548,0.0023137706,0.003901796,0.0072374837,0.003835035,0.0053325314,0.0044966885],"category_scores_gemma":[0.16651747,0.00080517045,0.0010207273,0.0030203073,0.0121750375,0.014624373,0.0037295935,0.013670139,0.00064710644],"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":[0.00034950624,0.00266703,0.5701566,0.000344859,0.0012176528,0.00040551517,0.017278854,0.0035288914,0.00085378945,0.34812096,0.0044542775,0.050622042],"study_design_scores_gemma":[0.00022331651,0.00068003725,0.26565263,0.0011899979,0.0012175664,0.0003152886,0.022601157,0.04261842,0.002366755,0.6539462,0.008904377,0.0002842482],"about_ca_topic_score_codex":0.009321952,"about_ca_topic_score_gemma":0.010978278,"teacher_disagreement_score":0.95768136,"about_ca_system_score_codex":0.0019758635,"about_ca_system_score_gemma":0.0038858384,"threshold_uncertainty_score":0.22380519},"labels":[],"label_agreement":null},{"id":"W4409990126","doi":"10.63471/jitmbh24003","title":"Intelligence-driven Risk Management in Information Security Systems","year":2024,"lang":"en","type":"article","venue":"Journal of Information Technology Management and Business Horizons","topic":"Information and Cyber Security","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":"Wycliffe College","funders":"","keywords":"Information security management; Risk management; Security management; Information security; Computer science; Computer security; Business; Risk analysis (engineering); Security information and event management; Knowledge management; Cloud computing security; Cloud computing","score_opus":0.005288213097945693,"score_gpt":0.21555642519245555,"score_spread":0.21026821209450985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409990126","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":[0.025398152,0.0014763821,0.9582787,0.0033170227,0.000104744046,0.00018940632,0.00008884766,0.00013054779,0.011016215],"genre_scores_gemma":[0.79411083,0.0018736928,0.19949545,0.00031569306,0.00020137297,0.0004025691,0.000119697244,0.0000591254,0.00342155],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99163836,0.0049475753,0.000429846,0.0008484362,0.0017268725,0.0004090223],"domain_scores_gemma":[0.9859161,0.010719289,0.0013688687,0.00048630498,0.0011458196,0.0003635962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009002131,0.0015068055,0.0013862487,0.0019653114,0.001509844,0.005937936,0.0018389585,0.0025283475,0.0022256833],"category_scores_gemma":[0.018799843,0.00087463146,0.0012428778,0.001822724,0.004228844,0.0050321873,0.0037680888,0.002769169,0.0002501147],"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":[0.000038687318,0.00006184993,0.0010919917,0.0001593868,0.000101426,0.00016794495,0.00040706393,0.6982965,0.00048472255,0.27698398,0.00073457725,0.021471856],"study_design_scores_gemma":[0.00001484772,0.00003681669,0.00020925257,0.00004931421,0.000021160986,0.00003460594,0.00015323868,0.69828844,0.0003059104,0.29911315,0.0017468816,0.00002634914],"about_ca_topic_score_codex":0.0056771953,"about_ca_topic_score_gemma":0.0037681675,"teacher_disagreement_score":0.009002131,"about_ca_system_score_codex":0.0037329525,"about_ca_system_score_gemma":0.004626689,"threshold_uncertainty_score":0.047608376},"labels":[],"label_agreement":null},{"id":"W4410041812","doi":"10.1007/978-3-031-87499-4_11","title":"Evaluating Large Language Models on Cybersecurity Knowledge and Skills: A Comparative Analysis","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Université du Québec en Outaouais","funders":"","keywords":"Computer science; Computer security; Natural language processing; Software engineering; Artificial intelligence","score_opus":0.026115603272532324,"score_gpt":0.32918242111901747,"score_spread":0.30306681784648515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410041812","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":[0.9675066,0.003106671,0.018492034,0.00097014563,0.00006941611,0.00018245315,0.0010226464,0.00022603279,0.008423966],"genre_scores_gemma":[0.99122405,0.00047127332,0.0051357537,0.00012980179,0.000041822543,0.00016704338,0.0016994292,0.00011181806,0.0010190811],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.97999495,0.015732536,0.0007887,0.0013710768,0.0016720945,0.00044058505],"domain_scores_gemma":[0.27973565,0.7059074,0.0037043958,0.0051298337,0.00442982,0.0010929782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03977222,0.0012644539,0.0015226122,0.00445433,0.0009350882,0.005898515,0.0036848057,0.0027109578,0.009731876],"category_scores_gemma":[0.19056396,0.0007648953,0.0025068175,0.003868544,0.0027964849,0.013434232,0.0034480158,0.003277802,0.0012608711],"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":[0.040227614,0.008752159,0.23067752,0.00253653,0.007536792,0.00073782424,0.008754796,0.37141967,0.0037051288,0.05002374,0.009099823,0.26652837],"study_design_scores_gemma":[0.002012466,0.0066628437,0.122010134,0.00066711754,0.004602876,0.0003839053,0.0072042826,0.7655661,0.0027923915,0.08419646,0.0035225756,0.0003787743],"about_ca_topic_score_codex":0.010445958,"about_ca_topic_score_gemma":0.008083645,"teacher_disagreement_score":0.03977222,"about_ca_system_score_codex":0.004913223,"about_ca_system_score_gemma":0.0016629677,"threshold_uncertainty_score":0.21033818},"labels":[],"label_agreement":null},{"id":"W4410043269","doi":"10.1007/978-3-031-87499-4_7","title":"An Approach to Determine a System’s Behavioural Security Posture","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Computer security; Human–computer interaction; Artificial intelligence","score_opus":0.015172606200020299,"score_gpt":0.2389106923577175,"score_spread":0.2237380861576972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410043269","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":[0.030602533,0.00010546522,0.9489704,0.00018931832,0.000053758897,0.00019188966,0.00019546135,0.00069867616,0.018992469],"genre_scores_gemma":[0.48140833,0.0001506874,0.5047608,0.00013856762,0.000026259513,0.00029594632,0.00034592632,0.000091663365,0.012781748],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99903333,0.00016368656,0.00005038385,0.00025789137,0.0003925397,0.00010217126],"domain_scores_gemma":[0.998738,0.00046356895,0.00013475679,0.00015364806,0.00044601146,0.00006405224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009314252,0.0008367112,0.0004374891,0.00292385,0.00074117316,0.0017551933,0.0008563204,0.0010438563,0.005733187],"category_scores_gemma":[0.0031208894,0.00036715053,0.0008568758,0.0011425241,0.0011464636,0.0016602048,0.0012724675,0.0010628889,0.0018498792],"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":[0.00036958992,0.0006555687,0.034258563,0.00042156255,0.00023280297,0.00040078734,0.0023098367,0.0565172,0.10584977,0.16720635,0.005551435,0.62622654],"study_design_scores_gemma":[0.00004807516,0.0007991194,0.032323014,0.00014663921,0.00015085028,0.00070744834,0.00200152,0.81405896,0.024375387,0.11186278,0.013387786,0.00013842457],"about_ca_topic_score_codex":0.0053359875,"about_ca_topic_score_gemma":0.007194895,"teacher_disagreement_score":0.005733187,"about_ca_system_score_codex":0.0012789394,"about_ca_system_score_gemma":0.0012842268,"threshold_uncertainty_score":0.019179463},"labels":[],"label_agreement":null},{"id":"W4410043434","doi":"10.1007/978-3-031-87499-4_13","title":"A Tool for Enabling Scalable Automation in Security Control Selection","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Carleton University","funders":"","keywords":"Computer science; Selection (genetic algorithm); Scalability; Automation; Security controls; Control (management); Software engineering; Computer security; Database; Artificial intelligence; Engineering","score_opus":0.007553656461580168,"score_gpt":0.23331037803920887,"score_spread":0.22575672157762872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410043434","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":[0.0017061371,0.00010024636,0.97412914,0.0001176634,0.00012524117,0.000060074122,0.00022661664,0.017743126,0.005791814],"genre_scores_gemma":[0.10751759,0.00030076,0.871088,0.0003626675,0.00014344153,0.00034366234,0.0011565656,0.003647681,0.01543957],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984475,0.00026986527,0.00012632346,0.00027225146,0.00073611236,0.00014801406],"domain_scores_gemma":[0.9973896,0.0012466263,0.00015860512,0.00080301205,0.00028774125,0.000114407325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013826493,0.0011922495,0.00079739606,0.0013039787,0.00093993894,0.0027845758,0.0022897644,0.0013455278,0.024016058],"category_scores_gemma":[0.0056879506,0.0009957474,0.001131767,0.0013538754,0.0010747705,0.003694155,0.003581436,0.0026186586,0.006867699],"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":[0.000524835,0.00026007247,0.0010167476,0.00048107054,0.0001218232,0.0008182408,0.00051259145,0.044236254,0.0370144,0.20592813,0.0674365,0.6416493],"study_design_scores_gemma":[0.00013706203,0.00016967891,0.0004146714,0.00018796007,0.00010300403,0.0006836404,0.00010031039,0.5994117,0.05286771,0.19309029,0.15272704,0.00010696984],"about_ca_topic_score_codex":0.0011545385,"about_ca_topic_score_gemma":0.0018404549,"teacher_disagreement_score":0.024016058,"about_ca_system_score_codex":0.00046546746,"about_ca_system_score_gemma":0.0008914851,"threshold_uncertainty_score":0.0803417},"labels":[],"label_agreement":null},{"id":"W4410282968","doi":"10.18280/ijsse.150304","title":"Determinants of Security Behavior Intention in State-Owned Enterprises: Applying Protection Motivation Theory to Phishing Emails","year":2025,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Phishing; Computer security; Business; State owned; Internet privacy; State (computer science); Computer science; The Internet; Economics; World Wide Web","score_opus":0.007226843830345108,"score_gpt":0.2399582068320251,"score_spread":0.23273136300168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410282968","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":[0.99893206,0.000014411166,0.00041175183,0.00008757064,0.000002673145,0.000030339257,0.000025493722,0.000002810214,0.000492852],"genre_scores_gemma":[0.9994475,0.000023348417,0.00029831243,0.00001402693,0.000002010042,0.00003767282,0.00003983975,8.9373805e-7,0.00013640802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852765,0.00071070483,0.000112537375,0.00018690634,0.00021111306,0.00025102688],"domain_scores_gemma":[0.988383,0.007890411,0.0016580396,0.00042200848,0.000712743,0.0009338488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042755506,0.00034144393,0.00033972776,0.0012628562,0.00075111445,0.0015941162,0.00049074745,0.0007247757,0.0031858191],"category_scores_gemma":[0.01024059,0.0003484612,0.0010591208,0.0009687089,0.00086600403,0.0010316825,0.0015145174,0.0012068448,0.00023845576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042868673,0.0009994254,0.9876204,0.00002332446,0.000062423656,0.000074272095,0.0034292764,0.00040066827,0.00017200879,0.0005600973,0.00009253532,0.0065226965],"study_design_scores_gemma":[0.00001033959,0.00036605747,0.9826561,0.000061621366,0.00005306221,0.000041128384,0.0067406846,0.009037822,0.0001640972,0.00057038653,0.00028775822,0.0000109909115],"about_ca_topic_score_codex":0.010762959,"about_ca_topic_score_gemma":0.009406607,"teacher_disagreement_score":0.010762959,"about_ca_system_score_codex":0.00094385794,"about_ca_system_score_gemma":0.0019050292,"threshold_uncertainty_score":0.022611499},"labels":[],"label_agreement":null},{"id":"W4410590102","doi":"10.3390/electronics14112109","title":"Cybersecurity Conceptual Framework Applied to Edge Computing and Internet of Things Environments","year":2025,"lang":"en","type":"article","venue":"Electronics","topic":"Information and Cyber Security","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":"Ontario Tech University","funders":"","keywords":"Internet of Things; Edge computing; Enhanced Data Rates for GSM Evolution; Computer science; The Internet; Computer security; Conceptual framework; World Wide Web; Data science; Telecommunications; Sociology","score_opus":0.005180515832315463,"score_gpt":0.22775398222609555,"score_spread":0.2225734663937801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410590102","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":[0.022761518,0.010016544,0.76612103,0.030533109,0.0009670748,0.0013619043,0.00045713608,0.0002956236,0.16748606],"genre_scores_gemma":[0.47271866,0.010785431,0.49467707,0.0048570577,0.0004185099,0.003123357,0.0008482386,0.00011928544,0.012452318],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9914465,0.0049823346,0.0007628993,0.0008827374,0.0013984895,0.0005270081],"domain_scores_gemma":[0.9923133,0.00394327,0.0008427252,0.00056378386,0.0017498588,0.00058704114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011550471,0.0016347419,0.0006995811,0.009287895,0.0034559616,0.010958559,0.0029712133,0.004199559,0.0035861798],"category_scores_gemma":[0.008057303,0.0006850463,0.0014227615,0.00596623,0.017848806,0.014078233,0.005867577,0.005062253,0.0007189908],"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":[0.0000031451557,0.00001815785,0.00030188396,0.00019809442,0.0000057506627,0.00015116938,0.0027299593,0.001320746,0.00014211143,0.98832244,0.0009891761,0.005817449],"study_design_scores_gemma":[0.000017195614,0.00007696698,0.0011724847,0.0022080315,0.000031506795,0.0009541019,0.016409205,0.008149702,0.0005132089,0.7700576,0.20034757,0.00006254555],"about_ca_topic_score_codex":0.006680607,"about_ca_topic_score_gemma":0.0068906657,"teacher_disagreement_score":0.011550471,"about_ca_system_score_codex":0.0073059,"about_ca_system_score_gemma":0.013185643,"threshold_uncertainty_score":0.061085463},"labels":[],"label_agreement":null},{"id":"W4410613961","doi":"10.1109/access.2025.3572879","title":"Mitigating Safety Risks in Information Systems: A Self-Adaptive Approach","year":2025,"lang":"en","type":"article","venue":"IEEE Access","topic":"Information and Cyber Security","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 Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; University of Victoria","keywords":"Computer science; Risk analysis (engineering); Business","score_opus":0.025684750340998496,"score_gpt":0.2893726388340288,"score_spread":0.2636878884930303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410613961","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":[0.095922664,0.009888907,0.7346031,0.046458956,0.0008565905,0.0010487732,0.00005195377,0.0011628229,0.11000629],"genre_scores_gemma":[0.78699696,0.005307413,0.19387425,0.0026003176,0.0004536626,0.0005165385,0.00007379858,0.00011730871,0.010059705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9947535,0.0026328368,0.00027148877,0.00066847436,0.0013394386,0.00033436393],"domain_scores_gemma":[0.9919863,0.0046103974,0.00074924075,0.00060192106,0.0013840937,0.000668106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006542512,0.0009288865,0.00057331787,0.0023951808,0.002008615,0.006464283,0.0026622214,0.003415438,0.0023202598],"category_scores_gemma":[0.009653676,0.0005385251,0.0011379133,0.0009548294,0.0047206692,0.0061523304,0.0061057517,0.0027698972,0.00048554284],"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":[0.00018015226,0.0016188204,0.018386627,0.0019619425,0.00037483344,0.0012416544,0.024721917,0.0706166,0.010402361,0.29899946,0.01018174,0.56131405],"study_design_scores_gemma":[0.000098703116,0.0013310596,0.008268911,0.0020770344,0.00038864106,0.0014741116,0.024139,0.21736284,0.0063261692,0.60265744,0.13566248,0.00021352104],"about_ca_topic_score_codex":0.0013974167,"about_ca_topic_score_gemma":0.0012827141,"teacher_disagreement_score":0.006542512,"about_ca_system_score_codex":0.0023759278,"about_ca_system_score_gemma":0.00452278,"threshold_uncertainty_score":0.034600556},"labels":[],"label_agreement":null},{"id":"W4410785168","doi":"10.1093/9780199289011.003.0038","title":"Third Party Intervention during Prosecution of an Application","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Information and Cyber Security","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":"Intervention (counseling); Political science; Psychology; Psychiatry","score_opus":0.015224262944955018,"score_gpt":0.22717293970813957,"score_spread":0.21194867676318455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410785168","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":[0.07756719,0.010056364,0.022787806,0.0034267562,0.0006502416,0.0005464351,0.00008161672,0.00028128232,0.88460237],"genre_scores_gemma":[0.82838666,0.007890097,0.014665443,0.0040382463,0.00047422503,0.00044387358,0.00023638087,0.00023950987,0.14362559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858969,0.004864574,0.00040837808,0.0005605496,0.0067746313,0.0014949742],"domain_scores_gemma":[0.9796963,0.014582201,0.0013634585,0.0009785228,0.0029645236,0.0004149432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067986106,0.0004447283,0.00052092626,0.0024753297,0.0025010174,0.00582471,0.0017629075,0.0037525725,0.014879752],"category_scores_gemma":[0.022531768,0.00022904591,0.00057469384,0.0010775862,0.002719049,0.0026042478,0.0030368373,0.0032829412,0.0043754037],"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":[0.0002811092,0.00078306394,0.005020737,0.0006848464,0.000053907654,0.0027867486,0.011305242,0.0037729975,0.0062988685,0.4554838,0.05684419,0.45668453],"study_design_scores_gemma":[0.00008508576,0.0012038421,0.015066616,0.0052781845,0.00015768272,0.0047017103,0.007258692,0.008058908,0.02344424,0.11348896,0.8211026,0.00015338018],"about_ca_topic_score_codex":0.0018788053,"about_ca_topic_score_gemma":0.0024011894,"teacher_disagreement_score":0.014879752,"about_ca_system_score_codex":0.0031017573,"about_ca_system_score_gemma":0.0038988409,"threshold_uncertainty_score":0.049777746},"labels":[],"label_agreement":null},{"id":"W4410979155","doi":"10.33423/jsis.v20i2.7655","title":"Case Study &amp; Lessons Learned: Creation and Pilot of a Regional Small Business Accelerator and Cybersecurity Assessment Program","year":2025,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Information and Cyber Security","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":"PricewaterhouseCoopers (Canada); Innovation Cluster (Canada)","funders":"","keywords":"Business; Engineering management; Computer security; Computer science; Engineering","score_opus":0.10690957471784333,"score_gpt":0.3867938841606728,"score_spread":0.27988430944282944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410979155","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":[0.8984039,0.00023603556,0.03222438,0.013333048,0.00026968194,0.0036688303,0.0006218852,0.0007662358,0.050476126],"genre_scores_gemma":[0.8905437,0.0004557789,0.061496414,0.001770522,0.00006143323,0.0014967265,0.0005411616,0.00025330373,0.043380957],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9957419,0.002301993,0.0000972564,0.00035783803,0.0008043306,0.00069667853],"domain_scores_gemma":[0.9939407,0.0013331589,0.00026974414,0.00059326395,0.0012740274,0.002589118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004812392,0.00051431474,0.000306009,0.00074892427,0.0058264,0.002294558,0.0029738222,0.0024466978,0.005143094],"category_scores_gemma":[0.005532336,0.00045151525,0.00040686873,0.0005878519,0.0014895273,0.0020806221,0.0027189457,0.0034412881,0.001678431],"study_design_candidate":"qualitative","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":[0.0012466739,0.039569635,0.07787625,0.0016496202,0.00011214261,0.067795746,0.13775179,0.01652607,0.037102666,0.039774414,0.08378548,0.49680957],"study_design_scores_gemma":[0.00071547454,0.019653298,0.051031757,0.0006690851,0.000107635686,0.022581527,0.35120332,0.036813002,0.043038025,0.009517526,0.46428394,0.00038535],"about_ca_topic_score_codex":0.017264834,"about_ca_topic_score_gemma":0.04195313,"teacher_disagreement_score":0.017264834,"about_ca_system_score_codex":0.0035571405,"about_ca_system_score_gemma":0.008283944,"threshold_uncertainty_score":0.0343287},"labels":[],"label_agreement":null},{"id":"W4411204262","doi":"10.1109/isdfs65363.2025.11011912","title":"APT-LLM: Embedding-Based Anomaly Detection of Cyber Advanced Persistent Threats Using Large Language Models","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Computer science; Anomaly detection; Embedding; Anomaly (physics); Natural language processing; Artificial intelligence; Physics","score_opus":0.014783592223740845,"score_gpt":0.2756461668821293,"score_spread":0.2608625746583884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411204262","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":[0.10213241,0.0007512286,0.88563454,0.00056834373,0.00014008181,0.00012274305,0.0009061439,0.008647471,0.0010970413],"genre_scores_gemma":[0.7173753,0.0004894983,0.2725808,0.00034556648,0.00011583773,0.00022599779,0.0039978786,0.0005085397,0.0043605175],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990683,0.00026080062,0.000055779452,0.0002961872,0.00022344488,0.00009550865],"domain_scores_gemma":[0.9981316,0.00096809445,0.00025788476,0.00027160344,0.00027830488,0.000092599155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011476956,0.0013928215,0.0006755035,0.0012645784,0.00033147703,0.00080756936,0.0010941144,0.00081297796,0.00083971355],"category_scores_gemma":[0.0051409425,0.00038603987,0.0009750243,0.00062665093,0.000508079,0.0021723888,0.0015808532,0.0021036451,0.0007760367],"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":[0.00045832642,0.0006037692,0.022665594,0.00022893492,0.00033984054,0.00044410973,0.00046267876,0.33148894,0.022207422,0.0068973163,0.010076981,0.60412616],"study_design_scores_gemma":[0.0000063294533,0.0000481051,0.00081649236,0.000006865389,0.0000106379675,0.000053207394,0.000024642803,0.9933003,0.002338314,0.0026428655,0.0007405769,0.000011616948],"about_ca_topic_score_codex":0.005495424,"about_ca_topic_score_gemma":0.0074178465,"teacher_disagreement_score":0.005495424,"about_ca_system_score_codex":0.000626871,"about_ca_system_score_gemma":0.0010528689,"threshold_uncertainty_score":0.010926902},"labels":[],"label_agreement":null},{"id":"W4411490380","doi":"10.2139/ssrn.5262012","title":"Towards an Innovative Model for Cybersecurity Awareness Training","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Information and Cyber Security","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 Canada West","funders":"","keywords":"Training (meteorology); Computer security; Computer science","score_opus":0.024788174796441634,"score_gpt":0.3012593775596762,"score_spread":0.27647120276323456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411490380","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":[0.053557806,0.00041556556,0.52260983,0.06041273,0.0010786359,0.0009367902,0.00021705782,0.0011550222,0.35961658],"genre_scores_gemma":[0.7193753,0.0004228176,0.22197112,0.0039693913,0.00021670754,0.0009040967,0.00016608968,0.000112012334,0.052862536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976584,0.001055847,0.00007539313,0.00036617342,0.0005968694,0.0002472333],"domain_scores_gemma":[0.9971168,0.00083725876,0.00015946114,0.00035703758,0.0006567101,0.000872635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031830587,0.00049132475,0.00034983578,0.0010847052,0.0019942133,0.008139413,0.0024069932,0.003344663,0.020663852],"category_scores_gemma":[0.003883805,0.0003279793,0.0005995913,0.00072912173,0.0026892307,0.0068334173,0.004126889,0.0027261479,0.0036990966],"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":[0.000098775046,0.0011359277,0.0027658155,0.00017287023,0.000037516456,0.0001339905,0.0022539273,0.007560847,0.0021644386,0.8844974,0.012774867,0.08640359],"study_design_scores_gemma":[0.00018935761,0.00071787956,0.0029632382,0.00037414583,0.0000588097,0.0003666091,0.0055157817,0.09176826,0.0022811447,0.77809817,0.11757441,0.00009224294],"about_ca_topic_score_codex":0.003263369,"about_ca_topic_score_gemma":0.0046919477,"teacher_disagreement_score":0.020663852,"about_ca_system_score_codex":0.0032407285,"about_ca_system_score_gemma":0.008988805,"threshold_uncertainty_score":0.0691275},"labels":[],"label_agreement":null},{"id":"W4411491259","doi":"10.61424/rjcime.v2i2.336","title":"Regulatory Divergence and Security Implementation: Compliance-Driven Security Architecture in Multi-Jurisdictional Financial Organizations","year":2025,"lang":"en","type":"article","venue":"Research Journal in Civil Industrial and Mechanical Engineering","topic":"Information and Cyber Security","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":"Compliance (psychology); Jurisdiction; Divergence (linguistics); Business; Face (sociological concept); Process management; Accounting; Finance; Political science","score_opus":0.05726880354532043,"score_gpt":0.33871440635177397,"score_spread":0.28144560280645353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411491259","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":[0.9945832,0.000030166007,0.0026675211,0.0003368368,0.0000023570833,0.00002388757,0.00001805596,0.000016228165,0.0023216894],"genre_scores_gemma":[0.9991399,0.000007710323,0.0006779053,0.000039468134,6.999061e-7,0.000007349611,0.000018238703,0.0000024985745,0.000106138395],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98670757,0.0066329334,0.0006866595,0.0012258143,0.0032076896,0.0015392109],"domain_scores_gemma":[0.9669958,0.01092665,0.011660379,0.0023597367,0.006196,0.0018614432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0144845275,0.00018855945,0.00022109004,0.0019997377,0.0021360372,0.004045562,0.0010185082,0.00073926925,0.0016560369],"category_scores_gemma":[0.03412763,0.00020496077,0.00028692084,0.0019256283,0.0034710302,0.0032239824,0.00440697,0.0012291723,0.00012921086],"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":[0.00015058249,0.0003621088,0.88798624,0.000089218614,0.00010169671,0.00032632015,0.011945632,0.012019088,0.0026562284,0.01979597,0.00073699164,0.06382997],"study_design_scores_gemma":[0.000029074547,0.0004905502,0.90949744,0.00015337122,0.000071760835,0.00026723454,0.038918678,0.0304281,0.0020621368,0.011464151,0.0065179444,0.00009962539],"about_ca_topic_score_codex":0.016000489,"about_ca_topic_score_gemma":0.025952313,"teacher_disagreement_score":0.016000489,"about_ca_system_score_codex":0.0058549074,"about_ca_system_score_gemma":0.006584798,"threshold_uncertainty_score":0.0766024},"labels":[],"label_agreement":null},{"id":"W4411666649","doi":"10.34190/eccws.24.1.3380","title":"CyberX 2.0: From Hacks to Head Games - Evolving Cyber Defence with Strategic Twists and Tactical Consequences","year":2025,"lang":"en","type":"article","venue":"European Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Royal Military College of Canada","funders":"","keywords":"Head (geology); Computer security; Computer science; Geology","score_opus":0.03020249673606119,"score_gpt":0.2704792497617017,"score_spread":0.2402767530256405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411666649","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":[0.6210484,0.0009309889,0.15123063,0.002849387,0.0010472297,0.0012603995,0.0021287412,0.02044502,0.19905917],"genre_scores_gemma":[0.85051733,0.00063735095,0.10164657,0.0007214863,0.00014657143,0.00102495,0.0030364355,0.0022146138,0.04005463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993698,0.0002533067,0.000025682191,0.000098531425,0.0001372487,0.00011535707],"domain_scores_gemma":[0.999206,0.00033834978,0.000048617774,0.00013213752,0.000051430143,0.00022347503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010776354,0.0009115687,0.00026064253,0.0007938974,0.00067538634,0.0032979036,0.0012599906,0.0009571093,0.009138685],"category_scores_gemma":[0.0025015874,0.0003155136,0.00041410883,0.00033089102,0.0017859736,0.0031914893,0.0048740134,0.0014070837,0.0014215906],"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":[0.0029176106,0.0025656666,0.026893584,0.0015984299,0.00022570103,0.0031335682,0.031300455,0.08598905,0.04546788,0.23287542,0.11661737,0.45041528],"study_design_scores_gemma":[0.00072369556,0.0029876183,0.027240206,0.0007476686,0.00011760823,0.0027790691,0.012677586,0.19034645,0.0250239,0.16155234,0.5754202,0.00038365455],"about_ca_topic_score_codex":0.0010310094,"about_ca_topic_score_gemma":0.0021727663,"teacher_disagreement_score":0.009138685,"about_ca_system_score_codex":0.00075701985,"about_ca_system_score_gemma":0.00057124713,"threshold_uncertainty_score":0.030571938},"labels":[],"label_agreement":null},{"id":"W4411666847","doi":"10.34190/eccws.24.1.3598","title":"Hyper-Connected: Information Security Education for Today's Children","year":2025,"lang":"en","type":"article","venue":"European Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Information security; Computer security; Computer science","score_opus":0.010621317065175112,"score_gpt":0.2422685573907925,"score_spread":0.2316472403256174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411666847","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":[0.8164056,0.028484834,0.005137963,0.018818405,0.00064822374,0.00040851932,0.00083363696,0.0002794468,0.12898341],"genre_scores_gemma":[0.9098608,0.043016214,0.017339673,0.0037648368,0.00012768921,0.0005133327,0.000694261,0.00003722991,0.024646005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999681,0.00008305479,0.000018523388,0.000035520585,0.000076665514,0.00010538502],"domain_scores_gemma":[0.9993868,0.00014030433,0.00009707064,0.00003579417,0.00009048574,0.00024947152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077202823,0.00024230745,0.00024489596,0.0009332387,0.0010836595,0.0016815189,0.00046837112,0.00091784855,0.0076883533],"category_scores_gemma":[0.0014732525,0.00014205831,0.00036309235,0.0010331938,0.0008219531,0.0025738094,0.0021553442,0.0009914143,0.0008470066],"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":[0.00010575887,0.0020323207,0.07864613,0.0046904176,0.00004376668,0.0022251324,0.043646682,0.00023583921,0.003733076,0.02790199,0.02997325,0.8067656],"study_design_scores_gemma":[0.00010372455,0.0010026232,0.2506141,0.012642008,0.00015861572,0.004928568,0.122488715,0.00036471963,0.0040429924,0.019133909,0.58441806,0.00010189057],"about_ca_topic_score_codex":0.0048095128,"about_ca_topic_score_gemma":0.015255819,"teacher_disagreement_score":0.0076883533,"about_ca_system_score_codex":0.0011692803,"about_ca_system_score_gemma":0.0040409267,"threshold_uncertainty_score":0.02572006},"labels":[],"label_agreement":null},{"id":"W4411666911","doi":"10.34190/eccws.24.1.3628","title":"Towards a Comprehensive Cybersecurity Information Sharing Framework","year":2025,"lang":"en","type":"article","venue":"European Conference on Cyber Warfare and Security","topic":"Information and Cyber Security","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":"Canadian Society of Intestinal Research","funders":"","keywords":"Computer security; Information sharing; Computer science; Internet privacy; Business; Knowledge management; World Wide Web","score_opus":0.0233259131614069,"score_gpt":0.2648056125307682,"score_spread":0.24147969936936128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411666911","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":[0.022659538,0.0035207907,0.9222358,0.012100152,0.00024064345,0.0012802772,0.00043588947,0.0009358288,0.036591027],"genre_scores_gemma":[0.3159348,0.0026313046,0.6756449,0.00075916003,0.00017436186,0.00095709634,0.00085390476,0.00015568332,0.0028887985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96827734,0.0140267275,0.003567794,0.002848844,0.009160171,0.002119108],"domain_scores_gemma":[0.96476793,0.011114617,0.00484123,0.005531579,0.011066577,0.0026781515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.038283788,0.0019752053,0.0016872277,0.014823234,0.0051838127,0.020578654,0.006348356,0.0051738857,0.0020447175],"category_scores_gemma":[0.027555251,0.0012633492,0.0027031861,0.012312738,0.01066396,0.037070855,0.015167623,0.0060583744,0.00081138645],"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":[0.000027881011,0.00013408142,0.0023139513,0.00034372302,0.00005263287,0.00011465682,0.0022414213,0.015094399,0.0005685478,0.9420484,0.0020433064,0.03501696],"study_design_scores_gemma":[0.000020870719,0.00019591209,0.002107327,0.0015118071,0.00013106235,0.00043014795,0.008266752,0.11917526,0.0019643763,0.78300786,0.083043255,0.00014539954],"about_ca_topic_score_codex":0.0098016495,"about_ca_topic_score_gemma":0.0057393517,"teacher_disagreement_score":0.038283788,"about_ca_system_score_codex":0.008700586,"about_ca_system_score_gemma":0.01831819,"threshold_uncertainty_score":0.20246643},"labels":[],"label_agreement":null},{"id":"W4412050252","doi":"10.1002/cjas.70019","title":"Multicriteria Classification Method to Evaluate the Security of Information Systems for Emerging Enterprises","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Information and Cyber Security","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; Business; Information security; Computer security; Risk analysis (engineering)","score_opus":0.08378890234628081,"score_gpt":0.36921371310510326,"score_spread":0.2854248107588224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412050252","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":[0.26286498,0.00032329242,0.7275621,0.00040035762,0.00009721817,0.00086338806,0.00058561773,0.00034395632,0.0069590136],"genre_scores_gemma":[0.736861,0.000070898095,0.26172277,0.000032575306,0.000018852495,0.00038874394,0.00028590235,0.000013652019,0.00060555583],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99085873,0.0050069066,0.0010471641,0.00074505206,0.0020036625,0.00033857784],"domain_scores_gemma":[0.9764806,0.014772127,0.0020171867,0.0009832854,0.005326808,0.0004199063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012720187,0.0007634865,0.00090216123,0.009796043,0.0008556234,0.0021056721,0.00081999303,0.00063009566,0.0021554662],"category_scores_gemma":[0.03350321,0.00021368351,0.0012562368,0.003615429,0.0006765946,0.0017813848,0.00088941155,0.00093136216,0.00030139435],"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":[0.0013239266,0.00093297096,0.09039277,0.0008992811,0.0008260495,0.00039507943,0.0032001392,0.13452065,0.008059777,0.045418724,0.0041502705,0.7098804],"study_design_scores_gemma":[0.00007294531,0.000440042,0.018013785,0.00012740768,0.000113949995,0.00023001744,0.0014259217,0.947399,0.0048061865,0.024914736,0.0023746195,0.00008143826],"about_ca_topic_score_codex":0.0025343131,"about_ca_topic_score_gemma":0.002527489,"teacher_disagreement_score":0.012720187,"about_ca_system_score_codex":0.0022583876,"about_ca_system_score_gemma":0.001915694,"threshold_uncertainty_score":0.06727153},"labels":[],"label_agreement":null},{"id":"W4412870847","doi":"10.24908/pceea.2025.19637","title":"Developing an Online Cybersecurity Literacy Awareness Module for Post-Secondary Students","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Computer security; Literacy; Internet privacy; Computer science; Business; Psychology; Pedagogy","score_opus":0.010008638573188337,"score_gpt":0.2700481458257669,"score_spread":0.26003950725257857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412870847","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":[0.9258094,0.00007830759,0.029183365,0.0013996612,0.00023855662,0.019015722,0.0016511701,0.0041634827,0.018460166],"genre_scores_gemma":[0.6992793,0.00047597667,0.24267155,0.001307685,0.00012598914,0.017530374,0.0034049284,0.0002820485,0.03492214],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99950254,0.00010254585,0.00004312265,0.00006170088,0.00011133869,0.00017874593],"domain_scores_gemma":[0.99683607,0.0008394372,0.00023182566,0.0002261356,0.00065860915,0.001207886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019631446,0.0006368698,0.0003788634,0.0008305704,0.0007450706,0.00087291544,0.0010786909,0.0006932876,0.015251787],"category_scores_gemma":[0.005116282,0.0004031926,0.0006447131,0.0003500648,0.00025699884,0.00091968814,0.0012554486,0.000951416,0.0049126265],"study_design_candidate":"observational","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":[0.000795868,0.041973658,0.070686296,0.0010458339,0.000045272867,0.000932111,0.0129609415,0.0014153845,0.04101763,0.0009993828,0.042534724,0.7855929],"study_design_scores_gemma":[0.0014763226,0.0371691,0.5944346,0.0008558375,0.00027677367,0.00122762,0.01280147,0.011207838,0.062440354,0.0035229123,0.27423373,0.00035338366],"about_ca_topic_score_codex":0.0020064178,"about_ca_topic_score_gemma":0.0050779046,"teacher_disagreement_score":0.015251787,"about_ca_system_score_codex":0.00075057603,"about_ca_system_score_gemma":0.003250813,"threshold_uncertainty_score":0.05102229},"labels":[],"label_agreement":null},{"id":"W4413031688","doi":"10.1080/19361610.2025.2544184","title":"Cyber What???-a Systematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Security Research","topic":"Information and Cyber Security","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":"Artificial Intelligence in Medicine (Canada); Institute on Governance","funders":"","keywords":"Computer security; Forensic engineering; Engineering; Computer science","score_opus":0.02732956499287112,"score_gpt":0.3513379403006749,"score_spread":0.3240083753078038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413031688","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":[0.0007223208,0.9945036,0.00068797916,0.000987992,0.00037870283,0.0009686128,0.00089778705,0.000021231868,0.00083175296],"genre_scores_gemma":[0.0058231507,0.9899995,0.001335351,0.0009708593,0.00012944649,0.0010295209,0.00045435462,0.000011518947,0.00024636884],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98703766,0.004522153,0.0043906923,0.0010040373,0.002701687,0.0003438895],"domain_scores_gemma":[0.9551012,0.030710563,0.006454782,0.0011028327,0.00588196,0.00074860605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015160274,0.0017593306,0.0056342897,0.025520053,0.0014461612,0.004164276,0.0027751443,0.0024967955,0.006826741],"category_scores_gemma":[0.065292746,0.0013232273,0.0053162333,0.020837875,0.0016398099,0.0061004176,0.0031925375,0.0018864474,0.00092652434],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011381506,0.000031893032,0.00049905846,0.9172909,0.00195925,0.0002121672,0.0007011584,0.00012240198,0.00024994544,0.0009364105,0.0064016394,0.07148134],"study_design_scores_gemma":[0.00005448767,0.00008197006,0.00090101524,0.947232,0.00620063,0.00038603865,0.00059588643,0.000045146677,0.00011610111,0.0006115622,0.04374792,0.000027210277],"about_ca_topic_score_codex":0.009535942,"about_ca_topic_score_gemma":0.029995786,"teacher_disagreement_score":0.025520053,"about_ca_system_score_codex":0.0053106938,"about_ca_system_score_gemma":0.029572964,"threshold_uncertainty_score":0.080176175},"labels":[],"label_agreement":null},{"id":"W4413037042","doi":"10.1111/1911-3838.12411","title":"Cybersecurity Risks and Incidents Disclosure: A Literature Review<sup>*</sup>","year":2025,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Information and Cyber Security","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University; Center for Interuniversity Research and Analysis on Organizations","funders":"Social Sciences and Humanities Research Council of Canada; Concordia University","keywords":"Warrant; Dimension (graph theory); Data breach; Business; Computer security; Public relations; Political science; Computer science; Finance","score_opus":0.009412797623931506,"score_gpt":0.27884503175100933,"score_spread":0.26943223412707784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413037042","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":[0.0018172612,0.9940513,0.0003021448,0.001998917,0.00026079593,0.000020836504,0.000099602104,0.0000066485836,0.0014424699],"genre_scores_gemma":[0.014853864,0.9835382,0.00042901118,0.00057213247,0.00029619658,0.000030497771,0.00011342325,0.0000041872795,0.00016257282],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946637,0.0019005187,0.0013784937,0.00043368453,0.0014155199,0.0002079853],"domain_scores_gemma":[0.9102063,0.07453911,0.008372335,0.00069061294,0.0056977365,0.0004938915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072073443,0.0007498951,0.0012395668,0.013978709,0.00093680876,0.003986774,0.0010232516,0.0018755391,0.0053085983],"category_scores_gemma":[0.033705603,0.0006063756,0.0015247929,0.014660335,0.0012369255,0.004195023,0.0016806776,0.0017842725,0.0007867905],"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":[0.00016103576,0.00011463227,0.011045004,0.1514388,0.00070632156,0.00046120933,0.0031776908,0.0006219318,0.00037268054,0.013785317,0.026954623,0.7911608],"study_design_scores_gemma":[0.000024795278,0.00021124734,0.039092515,0.54013455,0.0025654684,0.0033264803,0.011375964,0.00056163676,0.00096806145,0.008027708,0.39358014,0.00013133613],"about_ca_topic_score_codex":0.0030686553,"about_ca_topic_score_gemma":0.005575971,"teacher_disagreement_score":0.013978709,"about_ca_system_score_codex":0.001978578,"about_ca_system_score_gemma":0.0057645384,"threshold_uncertainty_score":0.038116574},"labels":[],"label_agreement":null},{"id":"W4413132744","doi":"10.21590/ijtmh.11.0301","title":"The Importance of Integrating Security Education into University Curricula and Professional Certifications","year":2025,"lang":"en","type":"article","venue":"International Journal of Technology Management and Humanities","topic":"Information and Cyber Security","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":"Systems, Applications & Products in Data Processing (Canada)","funders":"","keywords":"Accreditation; Curriculum; Public relations; Political science; Certification; Business; Engineering ethics; Engineering; Law","score_opus":0.00616405449964126,"score_gpt":0.2510637729851176,"score_spread":0.24489971848547637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413132744","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21014982,0.013884225,0.03683477,0.49977425,0.0093859425,0.0012296214,0.0002854369,0.0016203026,0.2268357],"genre_scores_gemma":[0.86469644,0.00755153,0.051350437,0.038252328,0.0015824905,0.000645737,0.0004398537,0.00021819923,0.035263024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892792,0.0034539113,0.00055231835,0.0007859015,0.0031869789,0.002741724],"domain_scores_gemma":[0.93475777,0.009756375,0.003691452,0.00410753,0.014890781,0.032796122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016067525,0.0005792671,0.0004981485,0.003405827,0.0066028014,0.010396951,0.0020242184,0.0033671823,0.013567707],"category_scores_gemma":[0.04145348,0.00054618926,0.00043136496,0.0018538074,0.004703432,0.0076085445,0.012982278,0.00664667,0.0032084375],"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":[0.000041264215,0.0020633782,0.023508208,0.0005701191,0.000013459355,0.00020208539,0.00733458,0.0013162814,0.0013378757,0.07289683,0.050206915,0.84050906],"study_design_scores_gemma":[0.000119129014,0.0012333663,0.13056557,0.007359881,0.000032138785,0.00084499735,0.046124198,0.0036552325,0.004495228,0.15587105,0.64947784,0.00022136945],"about_ca_topic_score_codex":0.008094369,"about_ca_topic_score_gemma":0.018654661,"teacher_disagreement_score":0.016067525,"about_ca_system_score_codex":0.009209926,"about_ca_system_score_gemma":0.068787895,"threshold_uncertainty_score":0.08497417},"labels":[],"label_agreement":null},{"id":"W4413250102","doi":"10.1007/978-3-032-00633-2_13","title":"Designing a Framework to Tackle the Multifaceted Intricacies of Insider Threats","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Université Laval; Polytechnique Montréal","funders":"","keywords":"Computer science; Insider; Insider threat; Computer security; Management science; Political science; Law; Engineering","score_opus":0.018835372849717976,"score_gpt":0.26481159425658085,"score_spread":0.24597622140686287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413250102","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":[0.0044085467,0.00030606118,0.97957486,0.0010896157,0.000078431985,0.00022486674,0.00006463118,0.0009768885,0.013276137],"genre_scores_gemma":[0.09897859,0.00066618307,0.89054114,0.00024153336,0.00008329397,0.00028692675,0.00030359247,0.0002787229,0.008619976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980642,0.0006378895,0.000116156785,0.0003652342,0.0005022553,0.00031428266],"domain_scores_gemma":[0.9982938,0.00060207135,0.0001751455,0.0004451629,0.00027555123,0.00020826336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003620899,0.0012841919,0.0007192183,0.0020767278,0.002089473,0.0059447563,0.0032470373,0.002944589,0.0063397954],"category_scores_gemma":[0.0051901755,0.0008949076,0.001963265,0.001290045,0.0032753227,0.008956677,0.0055509144,0.0033129754,0.0022728841],"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":[0.000029341223,0.00010084906,0.0017413187,0.00017655898,0.000055363118,0.00047775445,0.0013502808,0.035106383,0.0030409873,0.8640348,0.0062500066,0.08763639],"study_design_scores_gemma":[0.000025848769,0.00007735998,0.00046222686,0.00023281714,0.0000773805,0.00067245594,0.001250876,0.28295752,0.0035256187,0.63231224,0.07835298,0.00005265329],"about_ca_topic_score_codex":0.005385809,"about_ca_topic_score_gemma":0.007248362,"teacher_disagreement_score":0.0063397954,"about_ca_system_score_codex":0.0014686288,"about_ca_system_score_gemma":0.0036819219,"threshold_uncertainty_score":0.021208704},"labels":[],"label_agreement":null},{"id":"W4413250249","doi":"10.1007/978-3-032-00633-2_6","title":"Enhancing Cyber Situation Awareness: Visualizing Advanced Persistent Threats as Complex Systems","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Information and Cyber Security","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":"Defence Research and Development Canada","funders":"","keywords":"Computer science; Human–computer interaction; Computer security; Situation awareness; Visualization; Data science; Artificial intelligence","score_opus":0.02572000434674665,"score_gpt":0.2890843615934219,"score_spread":0.26336435724667523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413250249","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":[0.14236686,0.0029043155,0.8033498,0.0015462651,0.0003312252,0.00017474627,0.0016117838,0.009902912,0.037812218],"genre_scores_gemma":[0.637437,0.0029964263,0.3417667,0.00034267092,0.0001526372,0.00013047797,0.0011193597,0.0014335021,0.0146212885],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991953,0.000019629808,0.0000029246025,0.000014871009,0.000026831021,0.000016132415],"domain_scores_gemma":[0.9996736,0.00016810573,0.00003639916,0.000029660401,0.000039684284,0.000052572184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021407913,0.0008235682,0.000261081,0.00075543264,0.0002916772,0.0026704913,0.0005301342,0.00082676247,0.008213344],"category_scores_gemma":[0.001031479,0.0003669915,0.00041033755,0.0008061727,0.00036078278,0.0017588858,0.0012609948,0.0010998835,0.0009898235],"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":[0.00081662385,0.00035084857,0.007455255,0.0015384913,0.00020719819,0.0023156162,0.008237202,0.22084859,0.10935494,0.07295306,0.07256825,0.5033539],"study_design_scores_gemma":[0.00007669011,0.00021993961,0.010393291,0.0003619775,0.00015722003,0.0019020495,0.0028975343,0.7516959,0.025401467,0.10893186,0.09781051,0.0001515591],"about_ca_topic_score_codex":0.0017701894,"about_ca_topic_score_gemma":0.0025918165,"teacher_disagreement_score":0.008213344,"about_ca_system_score_codex":0.00026624245,"about_ca_system_score_gemma":0.00033513087,"threshold_uncertainty_score":0.02747637},"labels":[],"label_agreement":null},{"id":"W4413267670","doi":"10.1109/lwc.2025.3593066","title":"Cyber Physical Awareness via Intent-Driven Threat Assessment: Enhanced Space Networks With Intershell Links","year":2025,"lang":"en","type":"article","venue":"IEEE Wireless Communications Letters","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Computer science; Space (punctuation); Computer security; Computer network","score_opus":0.012748204850951978,"score_gpt":0.27748909458928506,"score_spread":0.2647408897383331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413267670","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":[0.073122844,0.00014931338,0.9234874,0.00029884398,0.000032355492,0.00003943742,0.00002768705,0.00022281708,0.0026192886],"genre_scores_gemma":[0.9292148,0.000117474265,0.0692263,0.00008738559,0.00003260584,0.00003824364,0.00003183446,0.000018587163,0.0012328579],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947816,0.00019914351,0.000016672175,0.0000771393,0.00015867766,0.000070200906],"domain_scores_gemma":[0.9986971,0.0006187469,0.00023025155,0.00015774887,0.00019108722,0.000105099934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010021094,0.0007339372,0.0005290834,0.00052013365,0.00039768402,0.0010275176,0.00078219303,0.00075648836,0.0009134136],"category_scores_gemma":[0.0034053137,0.00022856944,0.00032453577,0.00036592616,0.0006446387,0.0028338796,0.0019605136,0.0013264404,0.00016707521],"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":[0.00015095148,0.000121450685,0.0036143078,0.00007167217,0.000049220165,0.00024356862,0.00032032005,0.83138496,0.011198159,0.02678228,0.0009174743,0.12514563],"study_design_scores_gemma":[0.0000027317462,0.00004430091,0.00035671564,0.0000044364306,0.000006220969,0.00003679272,0.000028835264,0.9886177,0.0012987679,0.009262508,0.00033391608,0.0000070891524],"about_ca_topic_score_codex":0.0014200805,"about_ca_topic_score_gemma":0.0019365888,"teacher_disagreement_score":0.0014200805,"about_ca_system_score_codex":0.00046171917,"about_ca_system_score_gemma":0.00050121103,"threshold_uncertainty_score":0.0052996874},"labels":[],"label_agreement":null},{"id":"W4413461774","doi":"10.1109/smartnets65254.2025.11106800","title":"Evaluating Hardware Security Modules: Key Factors for Choosing the Best Option for Organizational Security Requirements","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Western University","funders":"","keywords":"Key (lock); Computer science; Computer security; Computer security model","score_opus":0.05007717103248364,"score_gpt":0.3391299273242466,"score_spread":0.28905275629176297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413461774","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":[0.73779565,0.0035145043,0.15477793,0.006687821,0.00013787318,0.001629848,0.0004282028,0.00053537014,0.09449276],"genre_scores_gemma":[0.9135144,0.00063114765,0.08340413,0.00020827854,0.000026272926,0.00025802274,0.0001692298,0.00007454265,0.0017140795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912254,0.0039873286,0.0006543372,0.00046358412,0.002944898,0.00072440336],"domain_scores_gemma":[0.94684494,0.03180592,0.0059478777,0.0022547217,0.010676876,0.0024697166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012829962,0.0009069122,0.00059754547,0.002887988,0.0011282751,0.0049038627,0.00091318734,0.001013797,0.006125384],"category_scores_gemma":[0.05186107,0.00035225486,0.00044711682,0.0013753375,0.0011246873,0.0059486637,0.001621655,0.0010044426,0.0013011271],"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":[0.0008610752,0.0009820624,0.17916009,0.0021204427,0.0002197189,0.0004859911,0.0035965987,0.028764736,0.027872806,0.036684204,0.008161971,0.7110904],"study_design_scores_gemma":[0.00027620618,0.007935526,0.45809358,0.005615393,0.0008954219,0.0017080158,0.056279335,0.19835465,0.065018795,0.10707929,0.09809598,0.00064774055],"about_ca_topic_score_codex":0.0011097154,"about_ca_topic_score_gemma":0.002073043,"teacher_disagreement_score":0.012829962,"about_ca_system_score_codex":0.0019518418,"about_ca_system_score_gemma":0.0024138247,"threshold_uncertainty_score":0.06785214},"labels":[],"label_agreement":null},{"id":"W4413541652","doi":"10.33423/jabe.v27i4.7805","title":"The Impact of Data Breach on Short-Term Profit Margins","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Information and Cyber Security","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":"Term (time); Profit margin; Business; Finance; Physics","score_opus":0.022215550137919666,"score_gpt":0.2681699579916984,"score_spread":0.24595440785377873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413541652","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":[0.98682183,0.001573783,0.0021753798,0.0012817488,0.000060541915,0.00005581048,0.0016122353,0.00006498006,0.0063536908],"genre_scores_gemma":[0.9980508,0.00017122255,0.000140023,0.000053697466,0.000015879437,0.000009390577,0.0006865699,0.000007784982,0.0008646169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914186,0.0016237977,0.0009260732,0.0011668914,0.0028805307,0.0019840775],"domain_scores_gemma":[0.8596816,0.059323225,0.06042839,0.0056991884,0.00967008,0.0051975157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00782859,0.0004591444,0.0007018175,0.0025430638,0.0008259341,0.0049959775,0.0011583064,0.001592572,0.006304642],"category_scores_gemma":[0.061281115,0.00036959877,0.0011281419,0.0025445737,0.002081547,0.0044393972,0.0035055554,0.00443326,0.0015594667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010152061,0.0006542672,0.9332396,0.00017375566,0.0003675893,0.00071773847,0.00040043937,0.03408718,0.001188805,0.0029421384,0.0018281118,0.023385324],"study_design_scores_gemma":[0.000022295379,0.0010536715,0.96265316,0.00013762526,0.00015153989,0.00037971407,0.003219116,0.02235508,0.0024373662,0.004317011,0.0031657193,0.00010770431],"about_ca_topic_score_codex":0.008863895,"about_ca_topic_score_gemma":0.0071620867,"teacher_disagreement_score":0.008863895,"about_ca_system_score_codex":0.0033417412,"about_ca_system_score_gemma":0.0015609775,"threshold_uncertainty_score":0.041402042},"labels":[],"label_agreement":null},{"id":"W4413566749","doi":"10.64628/aam.a6vfevf7e","title":"Cyberattacks are on the rise amid work from home – how to protect your business","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Information and Cyber Security","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":"Simon Fraser University","funders":"","keywords":"Work (physics); Business; Computer security; Internet privacy; Computer science; Engineering","score_opus":0.04080341851415421,"score_gpt":0.24542911349379684,"score_spread":0.20462569497964261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413566749","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02047607,0.028888615,0.029203141,0.7436738,0.012409637,0.000058796,0.00018109148,0.00093112746,0.16417766],"genre_scores_gemma":[0.6124407,0.048612162,0.022197658,0.094202146,0.011212268,0.00012938588,0.00042272228,0.0012068404,0.2095761],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959422,0.0014544132,0.000118249154,0.0003537763,0.0015561795,0.00057526387],"domain_scores_gemma":[0.9856587,0.0048630647,0.00090589776,0.0025421437,0.0031829572,0.0028471882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004071278,0.0006806098,0.0006159645,0.0012019766,0.006080524,0.013952753,0.0011259206,0.0069720307,0.021764765],"category_scores_gemma":[0.016641747,0.0005414041,0.0005061127,0.001113359,0.009921039,0.029501123,0.0042902385,0.0100688,0.011246485],"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":[0.0001427296,0.00016460067,0.0034704523,0.00025874755,0.000055648146,0.00036327072,0.0044845184,0.0007578899,0.0012633353,0.32792398,0.43064314,0.23047164],"study_design_scores_gemma":[0.000011897887,0.000050179948,0.0022544977,0.00075298967,0.000025384456,0.00070587907,0.013681868,0.0009627988,0.001329966,0.43422908,0.5459256,0.00006994957],"about_ca_topic_score_codex":0.004068244,"about_ca_topic_score_gemma":0.004481214,"teacher_disagreement_score":0.021764765,"about_ca_system_score_codex":0.0018228985,"about_ca_system_score_gemma":0.00314488,"threshold_uncertainty_score":0.07281035},"labels":[],"label_agreement":null},{"id":"W4413571967","doi":"10.1371/journal.pone.0328180","title":"Common intrusion factors and improvement measures based on case study of privacy impact assessment","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Information and Cyber Security","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":"Intrusion; The Internet; Internet privacy; Intrusion detection system; Computer science; Computer security; Business; World Wide Web","score_opus":0.04159650820718457,"score_gpt":0.2991218773527728,"score_spread":0.2575253691455882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413571967","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":[0.956462,0.00030974706,0.03135154,0.0003567541,0.000023560506,0.0018431336,0.00040793043,0.0001519724,0.009093227],"genre_scores_gemma":[0.9652534,0.00017827544,0.0334627,0.000018074516,0.000006468903,0.00049393653,0.00028495127,0.0000095270525,0.0002927259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.982166,0.0076117045,0.0024982512,0.0014544383,0.005208931,0.0010607584],"domain_scores_gemma":[0.9440358,0.026755342,0.007993405,0.0036364626,0.016601097,0.0009777718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019680314,0.0010375744,0.00065899256,0.012113976,0.001525225,0.0023264948,0.0009395938,0.0007385961,0.0013076364],"category_scores_gemma":[0.05210375,0.00031340215,0.0014896706,0.008995855,0.0019294628,0.003954466,0.0021295657,0.0011084884,0.00013015686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004671133,0.0018923458,0.6961715,0.0012777062,0.0003834603,0.0013005964,0.026235208,0.011991241,0.005365224,0.015955588,0.0017344685,0.23722556],"study_design_scores_gemma":[0.000095329924,0.002890723,0.8235168,0.00084118854,0.0009009231,0.0011601679,0.06577226,0.066958696,0.018656224,0.009857172,0.009083771,0.00026680183],"about_ca_topic_score_codex":0.0054710386,"about_ca_topic_score_gemma":0.0060725613,"teacher_disagreement_score":0.019680314,"about_ca_system_score_codex":0.004888861,"about_ca_system_score_gemma":0.003087039,"threshold_uncertainty_score":0.10408068},"labels":[],"label_agreement":null},{"id":"W4413838787","doi":"10.24908/iqurcp19864","title":"From Analog Holes to Quantum Attacks: A Critical Analysis and Proposed Expansion of Data Protection Methods Against the Insider Threat","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Insider threat; Insider; Computer security; Quantum; Computer science; Political science; Physics; Quantum mechanics; Law","score_opus":0.17667902723009302,"score_gpt":0.4546852547187208,"score_spread":0.2780062274886278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413838787","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":[0.040516175,0.07664055,0.6909122,0.037804622,0.0018372008,0.0006758851,0.00014248677,0.0007422598,0.15072867],"genre_scores_gemma":[0.68489385,0.07226669,0.19894822,0.0076991897,0.0023367384,0.00054774754,0.0001312487,0.00034676105,0.032829672],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99364567,0.0017718443,0.00032672292,0.00082769175,0.0029160685,0.0005120791],"domain_scores_gemma":[0.9866702,0.0074991067,0.00083146227,0.0028268099,0.0019558251,0.0002166766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005136477,0.001137059,0.0009764397,0.0044972165,0.0021522914,0.0050564082,0.0024576366,0.0037273515,0.004713217],"category_scores_gemma":[0.0142315,0.0008956835,0.0014657346,0.002019721,0.011715398,0.01900055,0.003709279,0.0051240646,0.0010313902],"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":[0.000070216935,0.00008740347,0.00077137334,0.00052121136,0.000034549674,0.00028454626,0.0008147517,0.0037664091,0.0029911988,0.86684114,0.0040508336,0.11976632],"study_design_scores_gemma":[0.00003887751,0.00043279812,0.0011209426,0.0012958887,0.00008255186,0.0023842985,0.0010668624,0.046351805,0.014962171,0.76139396,0.17070666,0.00016317437],"about_ca_topic_score_codex":0.0009904546,"about_ca_topic_score_gemma":0.00052255945,"teacher_disagreement_score":0.005136477,"about_ca_system_score_codex":0.002929969,"about_ca_system_score_gemma":0.0022378115,"threshold_uncertainty_score":0.027164578},"labels":[],"label_agreement":null},{"id":"W4413912412","doi":"10.5267/j.ijdns.2025.1.004","title":"Information security management system: Electronic apostille system security to ensure legal certainty across national borders","year":2025,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Information and Cyber Security","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":"Certainty; Computer security; Legal certainty; Business; Information security; Information systems security; National security; Information system; Computer science; Internet privacy; Management information systems; Political science; Law","score_opus":0.006816860212615003,"score_gpt":0.2942087663532384,"score_spread":0.2873919061406234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413912412","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":[0.052848585,0.002338334,0.08624031,0.011172107,0.0013572085,0.004980462,0.010040466,0.043809675,0.78721285],"genre_scores_gemma":[0.4486195,0.0047439043,0.09729499,0.003164691,0.00095711544,0.004454366,0.019939318,0.0028665543,0.4179596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587715,0.001065035,0.000865589,0.00046302687,0.0014144772,0.00031470665],"domain_scores_gemma":[0.99268734,0.0012667605,0.0015993741,0.0015562366,0.0020732523,0.00081712037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00443953,0.00064433715,0.0005939422,0.002810439,0.0016600491,0.0058011324,0.001181067,0.0012226758,0.04488709],"category_scores_gemma":[0.008470236,0.0004285666,0.0003463551,0.0025132545,0.0010472304,0.0049959016,0.0028882404,0.0017438893,0.036998495],"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":[0.00020525305,0.0004951439,0.014659947,0.0011398679,0.000041316387,0.0003504529,0.0021997718,0.0011213177,0.0046657054,0.036658738,0.42204204,0.5164205],"study_design_scores_gemma":[0.00008041244,0.00019412112,0.021659,0.00048359548,0.000049810464,0.00066686864,0.0006996652,0.0063083023,0.0071789073,0.00567783,0.9569199,0.000081620354],"about_ca_topic_score_codex":0.00221332,"about_ca_topic_score_gemma":0.0010228363,"teacher_disagreement_score":0.04488709,"about_ca_system_score_codex":0.0018748224,"about_ca_system_score_gemma":0.0063461973,"threshold_uncertainty_score":0.15016228},"labels":[],"label_agreement":null},{"id":"W4413916255","doi":"10.1287/isre.2022.0405","title":"Is Prevention Better Than Cure? Effects of Cyber Risk Disclosures on Shareholder Response to Breaches","year":2025,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Information and Cyber Security","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; University of British Columbia","funders":"","keywords":"Business; Data breach; Shareholder; Actuarial science; Internet privacy; Accounting; Computer security; Finance; Corporate governance; Computer science","score_opus":0.033514727295129595,"score_gpt":0.3476911583020847,"score_spread":0.3141764310069551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413916255","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":[0.9936992,0.00046323214,0.0002452332,0.0017491671,0.000031919273,0.000015152324,0.000022403103,0.0000061563424,0.00376754],"genre_scores_gemma":[0.999303,0.00013306494,0.000064950014,0.00019994014,0.000020547453,0.0000030336587,0.000007657212,0.0000014264705,0.00026654045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624926,0.0022076492,0.00017154103,0.00029012928,0.0005683707,0.00051303906],"domain_scores_gemma":[0.94927305,0.03108634,0.015075883,0.0017186808,0.0008971834,0.0019488693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036947432,0.0002709223,0.0003296894,0.0003741798,0.00044526067,0.0017131552,0.00040288235,0.0010452588,0.005775324],"category_scores_gemma":[0.034079403,0.00015562937,0.0004966055,0.00023523493,0.0010800785,0.0023579886,0.0011770922,0.0018964976,0.00030785135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005773117,0.004905306,0.8301517,0.0004165986,0.001308273,0.0008402524,0.004472271,0.0033492057,0.009106222,0.006188068,0.0014519913,0.13203712],"study_design_scores_gemma":[0.0001268645,0.0034732197,0.9749581,0.00020413604,0.0005722233,0.00030830415,0.007338151,0.0027515271,0.00346635,0.0046347855,0.0021232937,0.000043005737],"about_ca_topic_score_codex":0.0008285378,"about_ca_topic_score_gemma":0.0011208145,"teacher_disagreement_score":0.005775324,"about_ca_system_score_codex":0.00041602686,"about_ca_system_score_gemma":0.0005484751,"threshold_uncertainty_score":0.019539893},"labels":[],"label_agreement":null},{"id":"W4413927052","doi":"10.32628/ijsrssh242560","title":"Large Language Models for Cybersecurity Policy Compliance and Risk Mitigation","year":2024,"lang":"en","type":"article","venue":"International Journal of Scientific Research in Humanities and Social Sciences","topic":"Information and Cyber Security","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":"JDA Software (Canada); Alberta Energy","funders":"","keywords":"Compliance (psychology); Computer security; Computer science; Risk analysis (engineering); Business; Psychology","score_opus":0.14963792763542044,"score_gpt":0.42917982148068656,"score_spread":0.2795418938452661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413927052","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":[0.012851872,0.0009927165,0.9743713,0.0033400836,0.00013286943,0.00023963141,0.0012855422,0.0028424168,0.003943515],"genre_scores_gemma":[0.35379308,0.0012650293,0.63420063,0.0008087329,0.00017781099,0.0008734611,0.004260022,0.00057017413,0.0040510446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9963463,0.0022408962,0.00027481836,0.0005652103,0.00046403424,0.000108769025],"domain_scores_gemma":[0.9787836,0.01773222,0.0010251093,0.0011541909,0.0010880682,0.00021677601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043789987,0.0010816158,0.00052762375,0.0019231435,0.0010912229,0.003351618,0.0015334454,0.0014332974,0.006898022],"category_scores_gemma":[0.023140786,0.00081755995,0.0020806182,0.0010984291,0.0015717011,0.00515298,0.0020931622,0.003200353,0.0015041749],"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":[0.00040680077,0.00034841604,0.0047377553,0.0009642422,0.00034214824,0.0007220897,0.0031953081,0.4526756,0.0065373783,0.2869589,0.017785715,0.22532555],"study_design_scores_gemma":[0.00003254353,0.00004592824,0.00047280276,0.00012870922,0.00005071841,0.000101384736,0.00021225683,0.83533496,0.0012406942,0.14844581,0.013889817,0.000044451197],"about_ca_topic_score_codex":0.014138821,"about_ca_topic_score_gemma":0.018537275,"teacher_disagreement_score":0.014138821,"about_ca_system_score_codex":0.002623691,"about_ca_system_score_gemma":0.0029707653,"threshold_uncertainty_score":0.028113067},"labels":[],"label_agreement":null},{"id":"W4413947106","doi":"10.1109/icdici66477.2025.11135412","title":"Leveraging Mathematical Models for Proactive Cybersecurity in Multi-Layered Networked Systems- A Study","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Horizon College and Seminary","funders":"","keywords":"Computer science; Computer security; Distributed computing","score_opus":0.0571174939596562,"score_gpt":0.3044100963131377,"score_spread":0.2472926023534815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413947106","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":[0.07489992,0.0009402316,0.9152987,0.0016841983,0.00006559259,0.0000568492,0.000055882447,0.00009981409,0.0068988604],"genre_scores_gemma":[0.9191562,0.0017018187,0.07594713,0.00026552053,0.00008499239,0.00012662332,0.000053554108,0.000047311572,0.002616934],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991026,0.00047207178,0.00003259897,0.000095403775,0.00020394714,0.00009337122],"domain_scores_gemma":[0.9925028,0.0055550407,0.001097941,0.00029578057,0.00039020253,0.00015821427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021005175,0.0011498859,0.00074602297,0.000908401,0.0005499953,0.0020416821,0.0010614981,0.0011362539,0.001133652],"category_scores_gemma":[0.008265354,0.0004693855,0.0011665424,0.0006053454,0.0017233219,0.0032262083,0.0015135941,0.0018070404,0.00018663764],"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":[0.0000066854973,0.000028584356,0.00062436215,0.000031063464,0.000022685006,0.000044017823,0.000054574364,0.93561447,0.0003700126,0.06081233,0.00012369227,0.0022675176],"study_design_scores_gemma":[0.000002292839,0.000013618756,0.0001035484,0.000008306628,0.00000581911,0.00001363166,0.000017021484,0.97481287,0.00010664544,0.024686057,0.000223295,0.000006777526],"about_ca_topic_score_codex":0.0041175364,"about_ca_topic_score_gemma":0.0031900348,"teacher_disagreement_score":0.0041175364,"about_ca_system_score_codex":0.0014771537,"about_ca_system_score_gemma":0.0013721256,"threshold_uncertainty_score":0.011108696},"labels":[],"label_agreement":null},{"id":"W4414015788","doi":"10.11159/cist25.112","title":"Streamlining Security: Mapping NIST SP 800-53, SOC 2, and US CJIS Policy to ISO/IEC 27001:2022 for Service Provider SMEs","year":2025,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mitacs","keywords":"NIST; Computer science; Service (business); Process management; Computer security; Business; Marketing","score_opus":0.006500056355156854,"score_gpt":0.22368317951395658,"score_spread":0.21718312315879973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414015788","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":[0.5557021,0.003915623,0.08404745,0.06206904,0.00071936264,0.0011965247,0.001496983,0.0012471612,0.2896058],"genre_scores_gemma":[0.9333102,0.0026166653,0.049425196,0.004551102,0.0000809179,0.0005462992,0.0023970664,0.00028228146,0.0067903604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9665316,0.008845823,0.0029724296,0.0014540348,0.016803551,0.003392563],"domain_scores_gemma":[0.94192207,0.013969591,0.008977383,0.0036609895,0.029492348,0.0019776376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030143216,0.00062952394,0.00043238225,0.011100799,0.0030520584,0.013692202,0.0015814375,0.0030927146,0.0014468416],"category_scores_gemma":[0.06072267,0.0005469697,0.0007470452,0.010489196,0.0034904713,0.0073733944,0.003246437,0.003723265,0.00057253917],"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":[0.00031121811,0.00078817626,0.12043577,0.0012801603,0.000071962575,0.0011341656,0.021343077,0.011058322,0.012375011,0.54111946,0.040711753,0.24937098],"study_design_scores_gemma":[0.000076913,0.0011063264,0.3900138,0.005702317,0.000246367,0.0007558353,0.0857583,0.03318211,0.019734658,0.1078471,0.35513037,0.00044588756],"about_ca_topic_score_codex":0.10286135,"about_ca_topic_score_gemma":0.09432273,"teacher_disagreement_score":0.10286135,"about_ca_system_score_codex":0.022723347,"about_ca_system_score_gemma":0.063644044,"threshold_uncertainty_score":0.20452523},"labels":[],"label_agreement":null},{"id":"W4414136034","doi":"10.1016/j.cose.2025.104651","title":"Fuzzy to clear: Elucidating the threat hunter cognitive process and cognitive support needs","year":2025,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Process (computing); Cognition; Work (physics); Fuzzy cognitive map; Honeypot; Fuzzy logic","score_opus":0.00807541147782273,"score_gpt":0.2662565501271994,"score_spread":0.25818113864937664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414136034","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":[0.9802406,0.00012406296,0.0068086796,0.0016321067,0.0000148634335,0.00008510062,0.000020966878,0.000022412207,0.011051172],"genre_scores_gemma":[0.9951356,0.00008359933,0.0036852052,0.00016552857,0.0000030735255,0.00004106492,0.00002143659,0.0000073355095,0.00085705734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99708503,0.0013518048,0.00009450172,0.0003037802,0.0007583516,0.00040659125],"domain_scores_gemma":[0.986829,0.0090283705,0.001230219,0.0006738939,0.0012169502,0.0010215441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062810713,0.00049459597,0.00034112786,0.00233749,0.0041974713,0.006011201,0.0013671038,0.0018908979,0.002934151],"category_scores_gemma":[0.028062288,0.0005393218,0.00039961538,0.00079040433,0.0075685475,0.009866081,0.0059593488,0.0033375924,0.00027352915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013145887,0.00030445954,0.037685186,0.0002520545,0.000022504677,0.00051365496,0.9064545,0.00039894643,0.0025115842,0.022425463,0.0008719893,0.028428247],"study_design_scores_gemma":[0.00003148691,0.0002617822,0.037772696,0.00023120888,0.00004126131,0.0005289997,0.8925502,0.0071030627,0.0013132241,0.050158244,0.009905737,0.00010216744],"about_ca_topic_score_codex":0.005770447,"about_ca_topic_score_gemma":0.008740607,"teacher_disagreement_score":0.0062810713,"about_ca_system_score_codex":0.0025142326,"about_ca_system_score_gemma":0.004054881,"threshold_uncertainty_score":0.033217907},"labels":[],"label_agreement":null},{"id":"W4414205203","doi":"10.33063/ijrp.vi16.642","title":"Uninformed Consent in TTRPGs: Communicating Expectations to Avoid Nightmare Game Master Horror Stories","year":2025,"lang":"en","type":"article","venue":"International Journal of Role-Playing","topic":"Information and Cyber Security","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":"Power (physics); Qualitative research; Order (exchange); Nightmare; Social media; Qualitative analysis; Narrative","score_opus":0.024852298702892437,"score_gpt":0.30801984771121,"score_spread":0.28316754900831753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414205203","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":[0.9177335,0.00065672724,0.017055832,0.015006667,0.00028031855,0.0003437205,0.00011720828,0.00011712213,0.048688963],"genre_scores_gemma":[0.99355197,0.00020335213,0.001522062,0.00082686974,0.000028826891,0.000140358,0.000024632689,0.000042665753,0.0036593543],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9763173,0.019405723,0.00047834977,0.00068547437,0.0018605639,0.0012526079],"domain_scores_gemma":[0.95537424,0.0372649,0.0028350065,0.0015186974,0.0012747848,0.0017323818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012436059,0.0007201182,0.00037499898,0.0011883627,0.0076111876,0.006160339,0.0015743221,0.00240951,0.0030436316],"category_scores_gemma":[0.045742836,0.00046230247,0.00036597654,0.00055448705,0.017951107,0.006832958,0.008302949,0.00404236,0.00042577152],"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":[0.000030516425,0.000033098113,0.0017494279,0.00009566821,0.000004607432,0.00097532786,0.97746503,0.000067265115,0.0007144673,0.011843223,0.0013740377,0.0056472276],"study_design_scores_gemma":[0.000006747668,0.00004661182,0.0014208024,0.00020838038,0.0000059188774,0.0008717039,0.9522389,0.00034573142,0.0012151747,0.005236899,0.038378745,0.00002441089],"about_ca_topic_score_codex":0.0027062974,"about_ca_topic_score_gemma":0.004333948,"teacher_disagreement_score":0.012436059,"about_ca_system_score_codex":0.0038639891,"about_ca_system_score_gemma":0.002667316,"threshold_uncertainty_score":0.06576896},"labels":[],"label_agreement":null},{"id":"W4414243381","doi":"10.47191/etj/v10i09.13","title":"Proactive Regulatory Change Management Framework for Dynamic Alignment with Global Security and Privacy Standards","year":2025,"lang":"en","type":"article","venue":"Engineering and Technology Journal","topic":"Information and Cyber Security","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":"Glycemic Index Laboratories; JDA Software (Canada); Alberta Energy","funders":"","keywords":"Adaptability; Information privacy; Compliance (psychology); Stakeholder; Face (sociological concept); Risk management; Sustainable development","score_opus":0.0034692868850906607,"score_gpt":0.230389834964593,"score_spread":0.22692054807950235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414243381","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":[0.010809142,0.00024764196,0.9433619,0.0061841747,0.00013160333,0.00075865246,0.00013963578,0.0019518724,0.03641535],"genre_scores_gemma":[0.33572596,0.00026773967,0.65639544,0.0008757607,0.00008723984,0.0007082244,0.00030440112,0.00011276632,0.0055223787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9893283,0.0038719985,0.0007199777,0.0018550903,0.003106564,0.0011180063],"domain_scores_gemma":[0.9932789,0.0018819867,0.0011874065,0.0011571706,0.0017823578,0.00071218505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01562418,0.0010138482,0.00047935295,0.004101676,0.0030491524,0.007550849,0.004134667,0.00397974,0.0034522587],"category_scores_gemma":[0.011046648,0.0005137238,0.0015725393,0.0016708291,0.005148386,0.008230117,0.0071277022,0.003794481,0.00073687435],"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":[0.000027535958,0.0002310757,0.002584409,0.00015724725,0.00004692873,0.0005172909,0.0022881022,0.08207052,0.002382758,0.8380941,0.00534925,0.06625075],"study_design_scores_gemma":[0.000064567015,0.00026157772,0.0019406817,0.00045774804,0.00009403794,0.00069467234,0.0024516145,0.35195974,0.00423663,0.46848112,0.16914444,0.00021320702],"about_ca_topic_score_codex":0.013045074,"about_ca_topic_score_gemma":0.013359484,"teacher_disagreement_score":0.01562418,"about_ca_system_score_codex":0.0055502304,"about_ca_system_score_gemma":0.015730146,"threshold_uncertainty_score":0.08262956},"labels":[],"label_agreement":null},{"id":"W4414413212","doi":"10.21203/rs.3.rs-7511791/v1","title":"Fine-grained Insider Threat Detection with Large Language Models: A Comparative Study","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Compute Canada","keywords":"Insider threat; Insider; Generative grammar; Generative model; Behavioral analysis; Stability (learning theory); Behavioral economics","score_opus":0.0821520498102914,"score_gpt":0.3995551456815371,"score_spread":0.3174030958712457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414413212","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":[0.9416169,0.0012423611,0.048967756,0.0012706965,0.0000628302,0.00013243702,0.00081728987,0.0011382123,0.004751467],"genre_scores_gemma":[0.98955846,0.00016640285,0.008611053,0.00012732817,0.00002587811,0.000036963058,0.00076224137,0.000114898095,0.00059683464],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99399066,0.00418576,0.00020640576,0.0008413488,0.00053069455,0.0002451494],"domain_scores_gemma":[0.8583419,0.12884204,0.0027056409,0.006626239,0.0024952122,0.0009890138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009750758,0.0009300683,0.0010666252,0.0011032221,0.0008141692,0.0029407034,0.0018285024,0.0016496048,0.003809934],"category_scores_gemma":[0.05675405,0.0007060987,0.0010100881,0.0010189596,0.0011278791,0.01101902,0.001906455,0.0030773222,0.0013449078],"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":[0.011060741,0.0056913313,0.13007645,0.0014296834,0.0020908862,0.0009592552,0.008060766,0.3849354,0.01749058,0.019016307,0.011730295,0.40745825],"study_design_scores_gemma":[0.00021276993,0.0010473562,0.028465316,0.00006235709,0.00039714543,0.00030725365,0.0016693345,0.945546,0.003108338,0.016789813,0.002272745,0.0001215946],"about_ca_topic_score_codex":0.009442389,"about_ca_topic_score_gemma":0.007463843,"teacher_disagreement_score":0.009750758,"about_ca_system_score_codex":0.001670095,"about_ca_system_score_gemma":0.0012056092,"threshold_uncertainty_score":0.051567554},"labels":[],"label_agreement":null},{"id":"W4414474108","doi":"10.1007/s10664-025-10667-5","title":"Correction to: Assessing the adoption of security policies by developers in terraform across different cloud providers","year":2025,"lang":"en","type":"article","venue":"Empirical Software Engineering","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Cloud computing; Cloud service provider; Security policy; Cloud computing security","score_opus":0.010958199298789092,"score_gpt":0.2911385402859514,"score_spread":0.28018034098716227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414474108","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050624576,0.00033878218,0.001036837,0.09246165,0.89377725,0.00006222587,0.007643543,0.0013414349,0.0028321098],"genre_scores_gemma":[0.049071096,0.00493445,0.01399302,0.19160874,0.26155278,0.0011591839,0.023045164,0.008378821,0.44625667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98508865,0.0017636853,0.0030009584,0.002290088,0.0063554375,0.0015011791],"domain_scores_gemma":[0.73615915,0.04875078,0.011008203,0.01795322,0.17792808,0.008200548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008793398,0.0025214914,0.0032367092,0.00950067,0.0062106526,0.0075185797,0.005832897,0.012002802,0.124651216],"category_scores_gemma":[0.20948552,0.0020670532,0.002002263,0.009405989,0.004066616,0.004453607,0.005007197,0.014138237,0.066404626],"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":[0.0000364693,0.00000856518,0.00019740028,0.000117028314,0.000015610354,0.000102653685,0.00008190653,0.00006432578,0.000044958655,0.000541239,0.99573034,0.0030594065],"study_design_scores_gemma":[0.00016356919,0.000046401386,0.005799183,0.0008280426,0.00008076501,0.00040656596,0.00064144476,0.0008218146,0.0006862711,0.002187509,0.9881543,0.00018417537],"about_ca_topic_score_codex":0.08557467,"about_ca_topic_score_gemma":0.08386606,"teacher_disagreement_score":0.124651216,"about_ca_system_score_codex":0.008696767,"about_ca_system_score_gemma":0.016111702,"threshold_uncertainty_score":0.41699988},"labels":[],"label_agreement":null},{"id":"W4414638113","doi":"10.1007/978-3-032-05832-4_3","title":"Estimating the Carbon Footprint of Cyberattacks: The Ransomware Case","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","topic":"Information and Cyber Security","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":"Université du Québec à Chicoutimi","funders":"","keywords":"Ransomware; Carbon footprint; Ecological footprint; Footprint; Cryptocurrency; Dimension (graph theory)","score_opus":0.017462152901678313,"score_gpt":0.2445180831087089,"score_spread":0.22705593020703058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414638113","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":[0.80247825,0.003676077,0.15780258,0.0018515245,0.00013519527,0.00010683919,0.0015607012,0.00017179146,0.03221692],"genre_scores_gemma":[0.9711401,0.000922081,0.023494575,0.000067455585,0.000052003088,0.000029973682,0.00055889395,0.000074518975,0.003660522],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987985,0.0005436676,0.00004163658,0.0002271606,0.00018886846,0.00020019477],"domain_scores_gemma":[0.9935835,0.004875921,0.0005448472,0.00048162317,0.00034354863,0.00017048624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022885303,0.0015668977,0.0009960661,0.0022781356,0.0006946854,0.0023877532,0.002174215,0.0040440056,0.0042294804],"category_scores_gemma":[0.008979299,0.00090570276,0.0010140173,0.0029641476,0.0016971235,0.006228192,0.0015245774,0.0020488151,0.0004998175],"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":[0.00024505236,0.0001238442,0.027171945,0.000105455416,0.0001151091,0.0008456483,0.00008212031,0.9019807,0.00075089285,0.03412704,0.0018219134,0.032630295],"study_design_scores_gemma":[0.000007947266,0.000051464234,0.005237178,0.00004302463,0.00003227498,0.00019639521,0.00023416695,0.9652031,0.0008925106,0.027266685,0.00080867874,0.00002663373],"about_ca_topic_score_codex":0.027523763,"about_ca_topic_score_gemma":0.019537462,"teacher_disagreement_score":0.027523763,"about_ca_system_score_codex":0.0017326204,"about_ca_system_score_gemma":0.000689742,"threshold_uncertainty_score":0.054727077},"labels":[],"label_agreement":null},{"id":"W4414753970","doi":"10.1037/met0000781.supp","title":"Supplemental Material for Causal Mediation Analysis With Two Mediators: A Comprehensive Guide to Estimating Total and Natural Effects Across Various Multiple Mediators Setups","year":2025,"lang":"en","type":"article","venue":"Psychological Methods","topic":"Information and Cyber Security","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":"Mediation; Natural (archaeology); Causal model; Causal analysis; Causal inference; Causality (physics)","score_opus":0.014206761890993121,"score_gpt":0.4123835212198742,"score_spread":0.3981767593288811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414753970","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":[0.0044585527,0.0014955865,0.54932505,0.001423434,0.0006764972,0.016523452,0.39175618,0.010674875,0.023666438],"genre_scores_gemma":[0.018270658,0.0017127513,0.78405803,0.0011695855,0.0001995981,0.09252086,0.07703054,0.004544221,0.020493673],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931378,0.004492868,0.0006870854,0.00061217684,0.00080686744,0.0002631303],"domain_scores_gemma":[0.91884506,0.07268083,0.0016436022,0.0030188118,0.0034411335,0.00037053545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019125856,0.0032385928,0.0023154246,0.0043640393,0.0017409638,0.0027794773,0.004271097,0.0020030758,0.5625764],"category_scores_gemma":[0.07822914,0.0024536967,0.004320364,0.00466115,0.00057157467,0.0021504858,0.002773022,0.0036890989,0.058706056],"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":[0.00038944144,0.0013127503,0.008403653,0.008320783,0.0007273788,0.000546436,0.0017939438,0.0063687777,0.0007919506,0.059732243,0.7192089,0.19240387],"study_design_scores_gemma":[0.0014846271,0.00063569966,0.020271655,0.007466541,0.0010695066,0.0009296422,0.002058277,0.030620504,0.0017891182,0.17186423,0.76139593,0.0004143447],"about_ca_topic_score_codex":0.010950412,"about_ca_topic_score_gemma":0.019722775,"teacher_disagreement_score":0.5625764,"about_ca_system_score_codex":0.0019567655,"about_ca_system_score_gemma":0.007245591,"threshold_uncertainty_score":0.62393165},"labels":[],"label_agreement":null},{"id":"W4414973089","doi":"10.1108/ijaim-12-2024-0467","title":"Do governance determinants contribute to effective management of cybersecurity threats posed by misleading information? Evidence from Canadian organizations","year":2025,"lang":"en","type":"article","venue":"International Journal of Accounting and Information Management","topic":"Information and Cyber Security","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":true,"ca_institutions":"Université du Québec en Outaouais; Université de Sherbrooke","funders":"","keywords":"Corporate governance; Information governance; Risk management; Generalization; Information security; Phishing; Data governance","score_opus":0.003570149490121125,"score_gpt":0.2444873288910539,"score_spread":0.24091717940093277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414973089","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":[0.9399738,0.004204301,0.0008351926,0.01104486,0.0000789062,0.00015706355,0.00093234837,0.00001816548,0.042755403],"genre_scores_gemma":[0.9960284,0.0017101605,0.00029775806,0.00042841196,0.000009980302,0.000014090409,0.00015628235,0.0000058208366,0.0013491017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9918675,0.0016395297,0.00035282067,0.00069663563,0.0034744346,0.0019690883],"domain_scores_gemma":[0.92917526,0.017263595,0.016099606,0.0034740544,0.026005251,0.0079822475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006968272,0.00039484035,0.00046143756,0.0030226372,0.007997405,0.0047001964,0.001330598,0.0007713829,0.0036481044],"category_scores_gemma":[0.043724187,0.0004197245,0.0004267913,0.0056850472,0.0041888086,0.0020105478,0.0027480181,0.001412419,0.0002203875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017062652,0.000104497834,0.8476557,0.0006140244,0.00010116915,0.0005415644,0.06989712,0.00054935727,0.00026358842,0.01328932,0.010113684,0.056699406],"study_design_scores_gemma":[0.000019502348,0.00004307997,0.87322575,0.0009494652,0.00009306312,0.00011269577,0.100247756,0.0006308197,0.00019280682,0.0010530233,0.02337394,0.000058027632],"about_ca_topic_score_codex":0.9875874,"about_ca_topic_score_gemma":0.99165374,"teacher_disagreement_score":0.0614687,"about_ca_system_score_codex":0.0614687,"about_ca_system_score_gemma":0.117392726,"threshold_uncertainty_score":0.44598877},"labels":[],"label_agreement":null},{"id":"W4415042109","doi":"10.3850/978-981-94-3281-3_esrel-sra-e2025-p9477-cd","title":"Towards the Operationalization of Mission-Centric Frameworks for Cyber Security Risk Management in the Defence Sector","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Operationalization; Risk management; Security management; Risk assessment; Vulnerability (computing); Data breach","score_opus":0.012495190438585052,"score_gpt":0.264832912273776,"score_spread":0.25233772183519093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415042109","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":[0.031058758,0.0032415676,0.88788396,0.027622513,0.0002995802,0.0013807552,0.0003230239,0.00075924344,0.047430597],"genre_scores_gemma":[0.24926153,0.0015993955,0.7446934,0.0008962346,0.00010545967,0.0007755361,0.0005588732,0.00013552906,0.0019740642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96205854,0.02252006,0.0033939139,0.0023528435,0.0077219713,0.00195268],"domain_scores_gemma":[0.9367995,0.024110759,0.011389432,0.006438436,0.017154064,0.00410771],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.060256936,0.0029377146,0.0012345003,0.009970862,0.0036273524,0.021063514,0.005572638,0.004514393,0.0025998026],"category_scores_gemma":[0.05126762,0.0013046688,0.002547812,0.0048777084,0.01080067,0.014188778,0.011746942,0.007145911,0.00088964205],"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":[0.000033299162,0.00024508964,0.0054903603,0.00071275356,0.00012121808,0.00023225966,0.008850836,0.04108913,0.0012502291,0.8656031,0.004123976,0.072247766],"study_design_scores_gemma":[0.000037454138,0.00016394015,0.007115105,0.004994331,0.00012448867,0.0004378655,0.020925915,0.14023705,0.0013683924,0.7459153,0.078423664,0.00025653947],"about_ca_topic_score_codex":0.019103236,"about_ca_topic_score_gemma":0.019384738,"teacher_disagreement_score":0.060256936,"about_ca_system_score_codex":0.015230065,"about_ca_system_score_gemma":0.03719681,"threshold_uncertainty_score":0.31867296},"labels":[],"label_agreement":null},{"id":"W4415192435","doi":"10.51594/ijmer.v7i10.2068","title":"Cyber hygiene in the cloud: Training employees to be the first line of defence","year":2025,"lang":"en","type":"article","venue":"International Journal of Management & Entrepreneurship Research","topic":"Information and Cyber Security","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 of Edmonton","funders":"","keywords":"Cloud computing; Phishing; Credential; Resilience (materials science); Cloud computing security; Password; Security awareness; Data breach","score_opus":0.08727548143452173,"score_gpt":0.374863135543255,"score_spread":0.28758765410873327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415192435","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81327415,0.0020779734,0.042106915,0.061680496,0.0010101238,0.00046001896,0.000054341155,0.0007882744,0.078547664],"genre_scores_gemma":[0.9796673,0.0008667529,0.009352294,0.0036819119,0.00009104501,0.000074468895,0.000034576933,0.00003376874,0.006197834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981041,0.0006950881,0.00004303621,0.00011796697,0.0002793177,0.00076033623],"domain_scores_gemma":[0.99553716,0.00052074157,0.0004662067,0.00028045793,0.00042241396,0.0027730735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021216494,0.00031758237,0.00014349078,0.0004228669,0.0029413076,0.0033885643,0.0006859236,0.001266311,0.003887201],"category_scores_gemma":[0.003365533,0.00020452816,0.00022371052,0.00031061049,0.0014781794,0.0021015361,0.0039168657,0.0021622828,0.0013220028],"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":[0.0002713762,0.004678318,0.10460577,0.0007922969,0.00004798263,0.00096492894,0.05820113,0.0025682822,0.016632486,0.027740307,0.068345115,0.71515197],"study_design_scores_gemma":[0.00018453934,0.0071571656,0.16712096,0.0031997075,0.00013663304,0.002889664,0.261806,0.01434155,0.017129457,0.051742665,0.47400185,0.00028983533],"about_ca_topic_score_codex":0.0021331385,"about_ca_topic_score_gemma":0.0042877337,"teacher_disagreement_score":0.003887201,"about_ca_system_score_codex":0.0012142331,"about_ca_system_score_gemma":0.0075619626,"threshold_uncertainty_score":0.013004005},"labels":[],"label_agreement":null},{"id":"W4415216918","doi":"10.1016/j.jisa.2025.104266","title":"A real-time automated attack-defense graph generation approach","year":2025,"lang":"en","type":"article","venue":"Journal of Information Security and Applications","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"Mitacs","keywords":"Graph; Vulnerability (computing); Countermeasure; Matching (statistics); Dependency graph; Attack model","score_opus":0.010346677912575231,"score_gpt":0.2558001623749046,"score_spread":0.24545348446232937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415216918","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":[0.0044107223,0.00021757663,0.9805219,0.0001992633,0.000043607342,0.00034018987,0.000987742,0.011208589,0.0020704197],"genre_scores_gemma":[0.07204451,0.00030965498,0.9203541,0.00016092503,0.000021061516,0.00032914162,0.003840765,0.0008578638,0.002081922],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99872166,0.0003048505,0.000089235,0.00031382334,0.00049264246,0.000077675984],"domain_scores_gemma":[0.9978309,0.0011911686,0.00020025868,0.00032948062,0.00039170214,0.000056343197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155745,0.0017954472,0.0006416093,0.0030534952,0.00042360177,0.00117442,0.0014050872,0.0009789122,0.005646672],"category_scores_gemma":[0.0042286813,0.0006281491,0.0023401135,0.0011594036,0.00047953258,0.0012213442,0.0012117208,0.0010962574,0.001623175],"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":[0.00025879222,0.00041339383,0.0036393772,0.0018924122,0.00036637485,0.0012330308,0.0006519669,0.28159234,0.029135566,0.033855334,0.02339461,0.62356687],"study_design_scores_gemma":[0.00008344246,0.00013947114,0.0011292031,0.0001305533,0.00019647308,0.0005062782,0.0002073642,0.8933556,0.020652248,0.039294176,0.044248834,0.000056338595],"about_ca_topic_score_codex":0.005141399,"about_ca_topic_score_gemma":0.008425146,"teacher_disagreement_score":0.005646672,"about_ca_system_score_codex":0.00085960305,"about_ca_system_score_gemma":0.0015140149,"threshold_uncertainty_score":0.018890023},"labels":[],"label_agreement":null},{"id":"W4415368419","doi":"10.1109/icimia67127.2025.11200671","title":"Technical Insights into Systemic Vulnerabilities Behind Significant Cybersecurity Breaches","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Horizon College and Seminary","funders":"","keywords":"Cybercrime; Data breach; Insider threat; Critical infrastructure; Cyber threats; Insider; Malware; Ransomware; Phishing","score_opus":0.010621555364005433,"score_gpt":0.24407746319839768,"score_spread":0.23345590783439224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415368419","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":[0.27872807,0.0021223077,0.6437072,0.0074867355,0.000112221795,0.00024330706,0.000531634,0.0006654977,0.06640308],"genre_scores_gemma":[0.9263805,0.0015823242,0.06798417,0.00021654554,0.00004322266,0.00007304625,0.00030606156,0.000043419772,0.0033708038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813795,0.00047569966,0.00012764696,0.00030318217,0.0007399859,0.00021550135],"domain_scores_gemma":[0.9927254,0.0033322144,0.00144414,0.0012055947,0.0011532272,0.00013937059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030193673,0.00082813716,0.00030726873,0.0043096496,0.0010108015,0.004214101,0.0006991612,0.0011365651,0.003769922],"category_scores_gemma":[0.0081520295,0.0004911089,0.00056717783,0.0020366218,0.002463512,0.007950283,0.0021209174,0.001822333,0.00090857456],"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":[0.00010067453,0.0003052699,0.10271846,0.000718252,0.00013895563,0.001824028,0.006089549,0.070417486,0.021054093,0.529929,0.0042835423,0.2624208],"study_design_scores_gemma":[0.000013302216,0.00018247818,0.039141834,0.0005785462,0.000119093405,0.00283203,0.0070602787,0.3056371,0.01783661,0.59688544,0.029599305,0.00011396868],"about_ca_topic_score_codex":0.00086639286,"about_ca_topic_score_gemma":0.0010695303,"teacher_disagreement_score":0.0043096496,"about_ca_system_score_codex":0.0014379442,"about_ca_system_score_gemma":0.0019164673,"threshold_uncertainty_score":0.015968084},"labels":[],"label_agreement":null},{"id":"W4415762789","doi":"10.1002/cjas.70033","title":"Securing Strategic Advantage: The Role of Cybersecurity Actions and Government Support in Enhancing Digital Platform Capabilities","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Information and Cyber Security","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":"National Science and Technology Council","keywords":"Resilience (materials science); Government (linguistics); Competence (human resources); Dynamic capabilities; Digital economy; Competitive advantage; Resource-based view; Core competency","score_opus":0.04075742467923051,"score_gpt":0.2879389057480446,"score_spread":0.24718148106881407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415762789","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":[0.98312485,0.00027498254,0.00041876105,0.0012601782,0.000007802834,0.000013037676,0.000017807408,0.0000044070293,0.014878145],"genre_scores_gemma":[0.9997383,0.000047313584,0.00005278826,0.000023113555,0.0000016389237,0.0000021592775,0.0000031114066,4.5971439e-7,0.0001310979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976247,0.0013002459,0.000116788935,0.00019688532,0.00032357822,0.00043781177],"domain_scores_gemma":[0.9750117,0.0149607025,0.0066239317,0.0006813624,0.001227441,0.0014947824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021880995,0.00026127425,0.00018373165,0.0013419642,0.00063900626,0.0027082092,0.00038276342,0.00079364586,0.003535572],"category_scores_gemma":[0.013332498,0.000120845834,0.00022775494,0.0010328911,0.0020896432,0.0020647312,0.0027233309,0.001032061,0.00020096583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026647784,0.0009123759,0.87767637,0.0002711132,0.0002113269,0.0011845928,0.009210454,0.0038812796,0.002302382,0.048955254,0.00079401577,0.05433435],"study_design_scores_gemma":[0.000038578964,0.00034040672,0.9199696,0.00034848074,0.00018751487,0.00028922173,0.040421683,0.009770258,0.002356154,0.019289076,0.0069496473,0.000039413808],"about_ca_topic_score_codex":0.00562367,"about_ca_topic_score_gemma":0.008048819,"teacher_disagreement_score":0.00562367,"about_ca_system_score_codex":0.0019132011,"about_ca_system_score_gemma":0.0031788128,"threshold_uncertainty_score":0.013881326},"labels":[],"label_agreement":null},{"id":"W4415870527","doi":"10.1145/3757232.3757249","title":"Who Wants to Be Cybersecure? Expert Evaluation of a Culturally Adaptive Gamified Cybersecurity Awareness App","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Credibility; Relevance (law); Perception; Cultural diversity; Data breach; Subject-matter expert","score_opus":0.0476289999256728,"score_gpt":0.32549376238124106,"score_spread":0.27786476245556824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415870527","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":[0.9897573,0.00012212501,0.0026650946,0.0002886243,0.00003662992,0.0022458425,0.000084328196,0.000054969045,0.004745043],"genre_scores_gemma":[0.9626878,0.00047774878,0.027603146,0.0007519262,0.000020264577,0.0037721703,0.00020817565,0.000039744053,0.0044389525],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995832,0.0025852574,0.00032565644,0.00027292728,0.0005882927,0.00039589586],"domain_scores_gemma":[0.99037933,0.0062768855,0.00033201856,0.00039818508,0.00196588,0.00064778095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008706149,0.00060932495,0.00041164618,0.0005090124,0.00084397383,0.0012201687,0.00084144354,0.0011412791,0.002903347],"category_scores_gemma":[0.016806971,0.0002508369,0.00045835966,0.00016805062,0.0008712959,0.0010441059,0.0013036887,0.00077530934,0.00048324504],"study_design_candidate":"observational","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":[0.01399353,0.07694773,0.091613114,0.010793502,0.00042264655,0.0064165737,0.17507762,0.0076839225,0.06843453,0.003956576,0.011898308,0.532762],"study_design_scores_gemma":[0.008048388,0.16499312,0.20901574,0.008481568,0.0023194968,0.0071956045,0.22969703,0.04413655,0.13259341,0.006606188,0.18586868,0.0010442081],"about_ca_topic_score_codex":0.0013721766,"about_ca_topic_score_gemma":0.003457241,"teacher_disagreement_score":0.008706149,"about_ca_system_score_codex":0.0006463259,"about_ca_system_score_gemma":0.0013131397,"threshold_uncertainty_score":0.046043098},"labels":[],"label_agreement":null},{"id":"W4415879263","doi":"10.1016/j.bar.2025.101783","title":"Cybersecurity and cost management","year":2025,"lang":"en","type":"article","venue":"The British Accounting Review","topic":"Information and Cyber Security","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":"Brock University","funders":"","keywords":"Mandate; Cost reduction; Data breach; Optimism; Cost accounting; Cost centre; Cost database; Market liquidity; Implicit cost; Fixed cost","score_opus":0.006596272198892837,"score_gpt":0.24301048453573917,"score_spread":0.23641421233684634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415879263","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":[0.6510665,0.112103604,0.004985721,0.038008288,0.00054999016,0.00006252675,0.0004005515,0.000034940786,0.19278792],"genre_scores_gemma":[0.9704625,0.022270724,0.00052872096,0.0011383088,0.00023497522,0.000015025505,0.00008883315,0.000008577095,0.0052523944],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985915,0.0005428198,0.00007273072,0.00009482446,0.0004787279,0.00021934687],"domain_scores_gemma":[0.98594135,0.0049699764,0.006380831,0.000513313,0.0015855993,0.0006088503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001325302,0.00024853012,0.00018667626,0.0017941325,0.0006443546,0.002184201,0.00033896053,0.000641838,0.0070702164],"category_scores_gemma":[0.007878298,0.000103872044,0.00026574236,0.0029421928,0.0014462639,0.0013706387,0.0008568154,0.0010996755,0.00041625975],"study_design_candidate":"observational","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":[0.00017323122,0.0004691993,0.22235118,0.0008914288,0.00019715726,0.00028882333,0.0017538257,0.011397347,0.0008076955,0.27096328,0.029236805,0.46147004],"study_design_scores_gemma":[0.000020008261,0.00035862028,0.7439377,0.0011905873,0.000082777064,0.0004275059,0.004187573,0.0047851643,0.00069459586,0.07898942,0.16525052,0.00007549484],"about_ca_topic_score_codex":0.013007126,"about_ca_topic_score_gemma":0.017440826,"teacher_disagreement_score":0.013007126,"about_ca_system_score_codex":0.0033359763,"about_ca_system_score_gemma":0.0020580639,"threshold_uncertainty_score":0.025862873},"labels":[],"label_agreement":null},{"id":"W4415968674","doi":"10.1109/iecon58223.2025.11221870","title":"Generative AI for Cybersecurity Awareness Training","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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 Laval","funders":"","keywords":"Profiling (computer programming); Adaptation (eye); Resilience (materials science); Training (meteorology); Generative grammar; Training set; Generative model; Taxonomy (biology)","score_opus":0.03629517669118612,"score_gpt":0.31505687775782937,"score_spread":0.2787617010666432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415968674","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":[0.03416895,0.0006345735,0.94692373,0.0007558077,0.000070959315,0.00015668929,0.000108285196,0.0016948496,0.015486123],"genre_scores_gemma":[0.75226784,0.0006246766,0.23981021,0.00036989865,0.000044243152,0.00024398125,0.00021952146,0.00013480852,0.006284725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961084,0.00014089324,0.00001658698,0.000092325165,0.000101601094,0.000037774862],"domain_scores_gemma":[0.9992569,0.0005095174,0.000042441643,0.00008407542,0.00006749815,0.000039582003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179352,0.00041354133,0.00032643112,0.00074343465,0.00040780497,0.0011081146,0.0009317575,0.0006425214,0.003349287],"category_scores_gemma":[0.0021768047,0.00023102686,0.0005372157,0.0004913501,0.0008976262,0.0011855158,0.0010797132,0.0011174004,0.0006143762],"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":[0.0001295303,0.0004055188,0.0061504683,0.00041418296,0.000103556755,0.0002520028,0.0012785291,0.43202946,0.016009495,0.109027915,0.0045476086,0.42965177],"study_design_scores_gemma":[0.0000119056995,0.0000964239,0.0011017974,0.00005911557,0.00002903075,0.00013687593,0.00016028428,0.92654043,0.0035447532,0.05925388,0.009041203,0.000024343652],"about_ca_topic_score_codex":0.002932558,"about_ca_topic_score_gemma":0.0038427173,"teacher_disagreement_score":0.003349287,"about_ca_system_score_codex":0.0009065856,"about_ca_system_score_gemma":0.0008924625,"threshold_uncertainty_score":0.0112044215},"labels":[],"label_agreement":null},{"id":"W4416015384","doi":"10.2196/73245","title":"Motivational Framing Strategies in Health Care Information Security Training: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Information and Cyber Security","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":"Framing (construction); Health care; Randomized controlled trial; Framing effect; Health information; Empathy","score_opus":0.007141956051309759,"score_gpt":0.3166401269765462,"score_spread":0.30949817092523646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416015384","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":[0.91744334,0.008179882,0.0023079053,0.0011262998,0.0028260383,0.06366873,0.0011208587,0.00027763814,0.0030493082],"genre_scores_gemma":[0.8437527,0.0044858456,0.009788667,0.0015897016,0.0015491961,0.13400324,0.0005626291,0.00003209794,0.004235858],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946126,0.003162622,0.0004747427,0.00074609555,0.00038953222,0.00061450654],"domain_scores_gemma":[0.9953093,0.0022727351,0.0009518478,0.00032110562,0.00031958998,0.00082546764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058166743,0.0024415362,0.005563242,0.0011261887,0.001229092,0.0015424922,0.0018683749,0.0042419983,0.013648789],"category_scores_gemma":[0.008684956,0.0012786003,0.0028633047,0.001095701,0.0022139763,0.0015639762,0.0011735942,0.0036771724,0.0010507277],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9658085,0.022108795,0.00030830826,0.0016388916,0.00090355455,0.000016977827,0.00008591101,0.00015623841,0.00040910812,0.0001313865,0.00031432824,0.00811809],"study_design_scores_gemma":[0.9556108,0.042613544,0.0005485585,0.000106453976,0.00047809296,0.0000036746537,0.000025348874,0.00019385315,0.000111984824,0.00010011895,0.00019846916,0.000009060487],"about_ca_topic_score_codex":0.0024423318,"about_ca_topic_score_gemma":0.0027270918,"teacher_disagreement_score":0.013648789,"about_ca_system_score_codex":0.0017801463,"about_ca_system_score_gemma":0.003276419,"threshold_uncertainty_score":0.04565972},"labels":[],"label_agreement":null},{"id":"W4416205103","doi":"10.21203/rs.3.rs-7988565/v1","title":"A Framework for Designing and Certifying ECSF-Aligned Cybersecurity Training through Cyber Ranges and Virtual Learning Environments","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Information and Cyber Security","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":"Erasmus+; Environment and Climate Change Canada; European Commission","keywords":"Certification; Testbed; Vocational education; Quality (philosophy); Training (meteorology); European union","score_opus":0.13000000823616126,"score_gpt":0.39499525528513374,"score_spread":0.2649952470489725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416205103","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":[0.00619817,0.000056319164,0.98473847,0.00037314816,0.000041334883,0.00035822103,0.00007197632,0.0012772107,0.0068851677],"genre_scores_gemma":[0.20867066,0.00008173844,0.7865945,0.00012273097,0.000022689981,0.00031878788,0.0002630198,0.00014358984,0.0037822302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99408746,0.0018259154,0.00051630364,0.0010891457,0.0015493431,0.00093177205],"domain_scores_gemma":[0.9926967,0.0016437353,0.00073746813,0.0018880895,0.0022608475,0.00077308627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005890876,0.00070349494,0.0006420332,0.0021193367,0.001848544,0.006249454,0.0034398672,0.0026652035,0.006688522],"category_scores_gemma":[0.012305642,0.0006718724,0.0010700104,0.0008974492,0.0039594127,0.0056663873,0.0066116625,0.0021781796,0.0016713111],"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":[0.00017654223,0.00046837766,0.0049256077,0.0002839799,0.00007149671,0.0005893441,0.0017651607,0.14870663,0.010049117,0.6286914,0.006240204,0.19803211],"study_design_scores_gemma":[0.000077284945,0.00033335987,0.0015764002,0.00035134546,0.000067625675,0.0004365769,0.002111574,0.67746395,0.017832452,0.24480073,0.054839928,0.00010878944],"about_ca_topic_score_codex":0.007938107,"about_ca_topic_score_gemma":0.009977242,"teacher_disagreement_score":0.007938107,"about_ca_system_score_codex":0.0019579262,"about_ca_system_score_gemma":0.006965708,"threshold_uncertainty_score":0.031154275},"labels":[],"label_agreement":null},{"id":"W4416399167","doi":"10.1016/j.cose.2025.104749","title":"A formal approach for security pattern enforcement in software architecture","year":2025,"lang":"en","type":"article","venue":"Computers & Security","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Université du Québec en Outaouais","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software security assurance; Security testing; Usability; Computer security model; Enforcement; Software; Security service; Software architecture; Security information and event management","score_opus":0.007592628939522522,"score_gpt":0.2313591017741829,"score_spread":0.22376647283466036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416399167","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":[0.0008174202,0.000060255286,0.9968262,0.00026527856,0.000027446406,0.00007446796,0.00003759527,0.00043160302,0.0014598874],"genre_scores_gemma":[0.04263709,0.00027967943,0.953964,0.00019427779,0.000053772907,0.0003335127,0.00013575016,0.00019851563,0.0022033935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99493366,0.0016436494,0.0005889186,0.00060437253,0.0018593593,0.00037005008],"domain_scores_gemma":[0.9938711,0.003146833,0.00046618166,0.0014926806,0.0008778834,0.00014525947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058016437,0.0013743928,0.00068477145,0.003101585,0.002079374,0.004057422,0.00303472,0.0021223319,0.0038394365],"category_scores_gemma":[0.010959417,0.0016982219,0.0033145454,0.0016533328,0.007301644,0.0057887835,0.0034339859,0.0057769427,0.0011331355],"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":[0.00002777128,0.000093856615,0.00045969264,0.00022279627,0.000039221304,0.00032564622,0.00079274,0.031503167,0.0045879222,0.92377555,0.0017219014,0.03644974],"study_design_scores_gemma":[0.00006560787,0.000109470144,0.00019134312,0.000338199,0.00009344147,0.00044166396,0.00020572294,0.20812094,0.008146994,0.73204356,0.05015709,0.00008600395],"about_ca_topic_score_codex":0.007740396,"about_ca_topic_score_gemma":0.009777775,"teacher_disagreement_score":0.007740396,"about_ca_system_score_codex":0.0026723922,"about_ca_system_score_gemma":0.0054935324,"threshold_uncertainty_score":0.030682385},"labels":[],"label_agreement":null},{"id":"W4416549280","doi":"10.1145/3719027.3767662","title":"SCORED '25: Workshop on Software Supply Chain Offensive Research and Ecosystem Defenses","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Software deployment; Offensive; Supply chain; Software; Trustworthiness; Software security assurance; Distrust","score_opus":0.0429258640207925,"score_gpt":0.3098981128250184,"score_spread":0.2669722488042259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416549280","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":[0.044686906,0.034661647,0.14039715,0.12767889,0.16841093,0.0019925628,0.0091120275,0.0071321046,0.4659278],"genre_scores_gemma":[0.12499945,0.016574927,0.046426706,0.009535276,0.013000294,0.0014299647,0.010334978,0.0036205978,0.77407783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99276954,0.002477251,0.00031603925,0.0007889353,0.002695359,0.00095286366],"domain_scores_gemma":[0.98656833,0.0031967873,0.00031920726,0.00096286595,0.0046388833,0.0043139365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013472103,0.0021806788,0.0014554337,0.0015010108,0.0024413583,0.010403788,0.0040908875,0.003094494,0.085280806],"category_scores_gemma":[0.013201449,0.00072429096,0.0022375006,0.0012903055,0.002133656,0.0053832503,0.007934698,0.006006117,0.036712114],"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":[0.00020988328,0.0001884783,0.00027930114,0.00033438904,0.000050853796,0.00025155436,0.0005898938,0.0019482728,0.0015378111,0.011763565,0.9072296,0.07561632],"study_design_scores_gemma":[0.00007233768,0.00015735687,0.0006356286,0.00039622496,0.00002796566,0.00011343702,0.000800125,0.0016749547,0.0011602376,0.0075844177,0.9873295,0.000047845177],"about_ca_topic_score_codex":0.0073263217,"about_ca_topic_score_gemma":0.012637057,"teacher_disagreement_score":0.085280806,"about_ca_system_score_codex":0.004016425,"about_ca_system_score_gemma":0.007780367,"threshold_uncertainty_score":0.28529274},"labels":[],"label_agreement":null},{"id":"W4416553528","doi":"10.63471/amlids_25002","title":"Cyber Risk Analytics and Security Frameworks for Safeguarding U.S. Digital Banking Infrastructure","year":2025,"lang":"","type":"article","venue":"Advances in Machine Learning IoT and Data Security","topic":"Information and Cyber Security","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":"Wycliffe College","funders":"","keywords":"Safeguarding; Resilience (materials science); Data breach; Risk management; Information security; Legislation; Digital transformation; Corporate governance; Analytics","score_opus":0.0061284649752828164,"score_gpt":0.28353742709716506,"score_spread":0.27740896212188226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416553528","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":[0.0601856,0.32757646,0.27386403,0.19168258,0.0015762463,0.0013302483,0.0031183048,0.0011672364,0.13949929],"genre_scores_gemma":[0.6874394,0.12948097,0.16924782,0.0066676317,0.0005495506,0.00075621315,0.0019344245,0.000095698415,0.0038283148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9881412,0.0071658012,0.0012058106,0.0007267819,0.002372855,0.00038764285],"domain_scores_gemma":[0.95902646,0.028681241,0.0042034476,0.0017126707,0.00566151,0.0007146776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024063624,0.0013153396,0.0007048764,0.02361599,0.001861193,0.0110519,0.0014366324,0.0021224248,0.0025613094],"category_scores_gemma":[0.04013673,0.0005595242,0.0015825507,0.012709927,0.005501687,0.013028201,0.0058179926,0.0035539304,0.0005246456],"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":[0.00005492981,0.00010032329,0.011118934,0.007056963,0.0002831664,0.00017376598,0.004041448,0.01864751,0.00046099533,0.6905636,0.016679218,0.25081903],"study_design_scores_gemma":[0.0000319681,0.00013947586,0.00948957,0.026754785,0.0004475635,0.00032577215,0.013979937,0.022622393,0.0013879365,0.72695154,0.1977406,0.00012856167],"about_ca_topic_score_codex":0.0087460615,"about_ca_topic_score_gemma":0.010119129,"teacher_disagreement_score":0.024063624,"about_ca_system_score_codex":0.0072476757,"about_ca_system_score_gemma":0.019054474,"threshold_uncertainty_score":0.12726218},"labels":[],"label_agreement":null},{"id":"W4416589253","doi":"10.1016/j.radonc.2025.111305","title":"ESTRO framework for radiation oncology departments to mitigate against cyberattacks","year":2025,"lang":"en","type":"article","venue":"Radiotherapy and Oncology","topic":"Information and Cyber Security","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":"Cancer Care Ontario; Dalhousie University; Trinity College","funders":"","keywords":"Preparedness; Radiation oncology; Health care; Protocol (science); Data breach","score_opus":0.012038985776680557,"score_gpt":0.33655287897716013,"score_spread":0.3245138932004796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416589253","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":[0.008999831,0.0004951857,0.80973816,0.0035193027,0.00058857334,0.0010559489,0.0039868965,0.10081797,0.07079819],"genre_scores_gemma":[0.27822796,0.0007348958,0.6385274,0.002851545,0.00020433418,0.0009884773,0.011302204,0.00923842,0.057924703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861133,0.00038003933,0.00008663698,0.00018002844,0.0004960279,0.0002458825],"domain_scores_gemma":[0.99802196,0.00041869923,0.00013773344,0.0005878266,0.0005102769,0.00032342508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026494346,0.00084270135,0.0004981143,0.0011674489,0.0007245785,0.0026876123,0.0026815927,0.0014202509,0.02534291],"category_scores_gemma":[0.0057973326,0.00052593736,0.0009881933,0.00033315615,0.0007857254,0.0026309944,0.0047506415,0.0015629848,0.0095135085],"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":[0.0009722672,0.0008185226,0.008234016,0.0011238613,0.00020021682,0.0006317493,0.0010708165,0.10247165,0.011412287,0.27439922,0.30732548,0.2913399],"study_design_scores_gemma":[0.00019301663,0.00018841059,0.001791059,0.0003904243,0.00010350606,0.00032103038,0.0005607879,0.27864423,0.010125547,0.075780995,0.63176256,0.00013850458],"about_ca_topic_score_codex":0.0061961194,"about_ca_topic_score_gemma":0.0143455835,"teacher_disagreement_score":0.02534291,"about_ca_system_score_codex":0.0009893412,"about_ca_system_score_gemma":0.0034444847,"threshold_uncertainty_score":0.084780514},"labels":[],"label_agreement":null},{"id":"W4416794154","doi":"10.22399/ijcesen.4373","title":"Risk-Based Alerting: Revolutionizing Cybersecurity Operations through Intelligent Threat Prioritization","year":2025,"lang":"","type":"article","venue":"International Journal of Computational and Experimental Science and Engineering","topic":"Information and Cyber Security","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":"St. Mary's University","funders":"","keywords":"Security information and event management; Physical security; Prioritization; Security service; Security through obscurity; Threat assessment; Stakeholder; Security management; Network security","score_opus":0.010013879252727852,"score_gpt":0.2769765445996272,"score_spread":0.26696266534689933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416794154","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":[0.022043193,0.003397668,0.925958,0.0064970087,0.00047989452,0.00021449565,0.0003305621,0.020136787,0.02094239],"genre_scores_gemma":[0.36991268,0.0029634903,0.61517054,0.0015033219,0.00048069636,0.00009863695,0.00094126724,0.00085181295,0.008077611],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978067,0.00042875548,0.0001376503,0.0003195707,0.0011537359,0.00015358535],"domain_scores_gemma":[0.9967539,0.00088206696,0.00049269514,0.0006235535,0.000840003,0.0004079019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003018971,0.0015004677,0.000673409,0.0023108853,0.00050564425,0.0045196055,0.0021106235,0.0010557637,0.00392713],"category_scores_gemma":[0.006305437,0.000509946,0.00076865545,0.0010456403,0.00082453596,0.007406859,0.0028934595,0.0024722703,0.0022925898],"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":[0.00021435735,0.00031897405,0.005501502,0.00036936783,0.000121044,0.0002722483,0.00080263324,0.026950398,0.020289335,0.041877177,0.022596601,0.88068634],"study_design_scores_gemma":[0.00009189064,0.0004853082,0.008904814,0.0005816932,0.0002420757,0.0012109968,0.0007366557,0.5086031,0.04868582,0.23108985,0.19907458,0.00029322322],"about_ca_topic_score_codex":0.0019218086,"about_ca_topic_score_gemma":0.0018976035,"teacher_disagreement_score":0.0045196055,"about_ca_system_score_codex":0.0011098587,"about_ca_system_score_gemma":0.0019179492,"threshold_uncertainty_score":0.015966058},"labels":[],"label_agreement":null},{"id":"W4416799528","doi":"10.1109/snpd65828.2025.11254532","title":"Innovative Approaches to Cybersecurity Education: Tools and Strategies for Training the Next Generation of Professionals","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"St. Clair College","funders":"","keywords":"Adaptability; Government (linguistics); Certification; Workforce; Workforce development; Key (lock); Scale (ratio)","score_opus":0.33131105660180393,"score_gpt":0.3471392339239999,"score_spread":0.01582817732219599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416799528","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":[0.11339388,0.040251296,0.2322911,0.3078188,0.0033816851,0.0017888773,0.0000938033,0.0011372021,0.29984334],"genre_scores_gemma":[0.5682676,0.024883702,0.35621032,0.015534539,0.0005228275,0.0019598235,0.00012045927,0.00010638252,0.032394294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954389,0.0028214706,0.00012703135,0.00030502575,0.0008748169,0.00043284238],"domain_scores_gemma":[0.99082243,0.004365828,0.00073773676,0.00054007804,0.000772753,0.002761219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010390673,0.000719389,0.0004264893,0.0024613757,0.0034200524,0.011540567,0.0027731948,0.0034971249,0.008174372],"category_scores_gemma":[0.009544029,0.0003238246,0.000588429,0.0012059783,0.0067147124,0.008330211,0.010173648,0.0036193389,0.001464331],"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":[0.00004349565,0.0019775606,0.007094169,0.0017758439,0.000043341282,0.00039056662,0.024767978,0.0011631467,0.0014326542,0.31322494,0.030860962,0.61722535],"study_design_scores_gemma":[0.00015633988,0.000765151,0.008937281,0.008343791,0.00008574614,0.0011543198,0.09945866,0.0045095636,0.0028355184,0.414687,0.4589241,0.00014256714],"about_ca_topic_score_codex":0.0013716461,"about_ca_topic_score_gemma":0.0038738672,"teacher_disagreement_score":0.011540567,"about_ca_system_score_codex":0.00413344,"about_ca_system_score_gemma":0.017270895,"threshold_uncertainty_score":0.054951787},"labels":[],"label_agreement":null},{"id":"W4416916263","doi":"10.63530/ijcsitr_2025_06_03_007","title":"Endpoint Security for Healthcare Devices: Protecting Patient Data on Windows and Samsung Assets","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Canadian MPS Society for Mucopolysaccharide and Related Diseases","funders":"","keywords":"Health care; Patient data; Health data; Patient privacy; Point (geometry); Work (physics)","score_opus":0.03934413034995124,"score_gpt":0.31341769243406875,"score_spread":0.2740735620841175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416916263","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13629134,0.0029807093,0.804665,0.005941876,0.00032028597,0.0007668305,0.0002537283,0.005041153,0.043739017],"genre_scores_gemma":[0.7087078,0.002426846,0.27591047,0.0010547902,0.00014640605,0.00027561808,0.00037201433,0.00021964214,0.010886461],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774605,0.0008045656,0.00021928284,0.0002317805,0.000767817,0.00023053124],"domain_scores_gemma":[0.9976248,0.0006072861,0.00033648932,0.0008289784,0.00041211737,0.00019042824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031856874,0.00065293536,0.00032800023,0.0008844007,0.00077998085,0.004300868,0.0012192624,0.0015141129,0.002339252],"category_scores_gemma":[0.004702439,0.00022859909,0.0006548754,0.0004893389,0.0012346003,0.0051826914,0.002611023,0.0014053114,0.0009720223],"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":[0.0006164616,0.00036245765,0.01814633,0.000639444,0.00012329314,0.0011719803,0.0022110324,0.012358774,0.040292688,0.39025483,0.012734016,0.52108866],"study_design_scores_gemma":[0.00015948854,0.0030555495,0.02412944,0.0017994618,0.00044729543,0.008795858,0.0040837224,0.1996315,0.20843051,0.20935753,0.33976418,0.0003454737],"about_ca_topic_score_codex":0.000892932,"about_ca_topic_score_gemma":0.0006425122,"teacher_disagreement_score":0.004300868,"about_ca_system_score_codex":0.0009147104,"about_ca_system_score_gemma":0.0020136186,"threshold_uncertainty_score":0.01684773},"labels":[],"label_agreement":null},{"id":"W4416962789","doi":"10.1109/pst65910.2025.11268866","title":"Cyber Threat Mitigation with Knowledge-Infused Reinforcement Learning and LLM-Guided Policies","year":2025,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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; University of Regina; National Research Council Canada","funders":"","keywords":"Reinforcement learning; Leverage (statistics); Context (archaeology); Action (physics); Function (biology); Graph; Intelligent agent","score_opus":0.0098515291908446,"score_gpt":0.2676955010088258,"score_spread":0.2578439718179812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416962789","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":[0.03501479,0.0005125158,0.95651317,0.00055605744,0.00009088138,0.00010082991,0.00008049441,0.002785076,0.004346153],"genre_scores_gemma":[0.9043821,0.0001589539,0.09251525,0.000356581,0.000046070414,0.00015356088,0.00014737836,0.00017120942,0.0020690337],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99921465,0.00023037747,0.000038131755,0.00022284573,0.00015949017,0.00013447323],"domain_scores_gemma":[0.99794894,0.0011976556,0.00026649123,0.00020328353,0.00023706221,0.00014652048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180819,0.0014813353,0.0010431763,0.00068958726,0.00040621142,0.0009214534,0.0017393974,0.0013460674,0.0024148237],"category_scores_gemma":[0.0052234274,0.00056304305,0.00064114993,0.00036422737,0.0011916097,0.0014578938,0.0016873073,0.002283091,0.0005234508],"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":[0.000067037145,0.000093233444,0.0006499691,0.0000516438,0.000028685528,0.00007817863,0.000068398076,0.9497057,0.0013353885,0.0035369683,0.0008190468,0.043565664],"study_design_scores_gemma":[0.000009081442,0.000020974676,0.000048672056,0.0000051038314,0.0000046285454,0.0000083342275,0.0000052299647,0.99722505,0.00034662802,0.0020922075,0.00022977867,0.0000043584287],"about_ca_topic_score_codex":0.009551181,"about_ca_topic_score_gemma":0.0073996265,"teacher_disagreement_score":0.009551181,"about_ca_system_score_codex":0.0012359716,"about_ca_system_score_gemma":0.0022355628,"threshold_uncertainty_score":0.018991172},"labels":[],"label_agreement":null},{"id":"W4416962837","doi":"10.1109/pst65910.2025.11268873","title":"Semantic and Graph-Based Unsupervised Learning for Insider Threat Detection Using User Activity Sequences","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Polytechnique Montréal","funders":"","keywords":"Insider threat; Anomaly detection; Unsupervised learning; Word2vec; Graph; Feature learning; Convolutional neural network; Insider; Semantics (computer science)","score_opus":0.02682991840008874,"score_gpt":0.27631981509387404,"score_spread":0.2494898966937853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416962837","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":[0.19062841,0.0010880233,0.7966393,0.0004782493,0.00011507237,0.00017169588,0.0023605428,0.005230445,0.003288261],"genre_scores_gemma":[0.85414785,0.0004926511,0.1347029,0.00019426364,0.00008032948,0.00013160605,0.007002094,0.00020026401,0.0030481],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991636,0.00021192996,0.0000443855,0.00034066662,0.00015930433,0.0000800694],"domain_scores_gemma":[0.99894994,0.0003703162,0.00022265417,0.00022146675,0.00016643708,0.00006912479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047600176,0.0013708489,0.00067609444,0.0022803305,0.0003385015,0.0005443873,0.0010503217,0.00068317907,0.00076409394],"category_scores_gemma":[0.0020806142,0.0002554985,0.0008214524,0.0017829405,0.0006605085,0.0018684649,0.0008817288,0.0013035857,0.000719867],"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":[0.0004627446,0.00092611375,0.041403525,0.0003410324,0.00033222913,0.0005838696,0.00055795774,0.19421722,0.020604089,0.013167239,0.01353258,0.7138714],"study_design_scores_gemma":[0.0000069306516,0.00008845105,0.0041935747,0.000017711951,0.000024623207,0.00017495597,0.00009536461,0.9786421,0.0033751058,0.0112305535,0.0021310188,0.000019555113],"about_ca_topic_score_codex":0.004724213,"about_ca_topic_score_gemma":0.00988257,"teacher_disagreement_score":0.004724213,"about_ca_system_score_codex":0.0006345018,"about_ca_system_score_gemma":0.0006328986,"threshold_uncertainty_score":0.009393394},"labels":[],"label_agreement":null},{"id":"W4417132686","doi":"10.1109/istas65609.2025.11269659","title":"Security Degradation in Iterative AI Code Generation: A Systematic Analysis of the Paradox","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Vector Institute","funders":"","keywords":"Code (set theory); Vulnerability (computing); Source code; Software; Code review; Secure coding; Software security assurance","score_opus":0.015175410384382526,"score_gpt":0.27076794678777094,"score_spread":0.2555925364033884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417132686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95304847,0.0010603725,0.041590206,0.0007882996,0.000029764362,0.00069854193,0.00010829919,0.0003223297,0.0023536982],"genre_scores_gemma":[0.96587867,0.0002672319,0.032725163,0.00027826522,0.0000101238875,0.0004237631,0.000085441294,0.00008058027,0.00025080112],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9517208,0.033997495,0.0020011647,0.0038643344,0.0077477787,0.00066839403],"domain_scores_gemma":[0.42623618,0.4916243,0.025061633,0.030408548,0.025474876,0.0011945621],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.050393872,0.00064740627,0.0006236679,0.0023738027,0.0013610823,0.0020850147,0.0019058363,0.0010891306,0.00084384915],"category_scores_gemma":[0.29090744,0.00060969504,0.0006019071,0.0012920358,0.0045610536,0.0035696984,0.0028816017,0.0022733794,0.00014857063],"study_design_candidate":"observational","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":[0.003872981,0.0031788226,0.23361102,0.005767987,0.0010395648,0.0015436118,0.13600795,0.04266489,0.04215663,0.026892284,0.0041074944,0.49915683],"study_design_scores_gemma":[0.001439384,0.013226531,0.31624502,0.00466441,0.002081511,0.0025380435,0.061339717,0.34812745,0.11044064,0.10433666,0.034436494,0.0011240975],"about_ca_topic_score_codex":0.0020117776,"about_ca_topic_score_gemma":0.0030685996,"teacher_disagreement_score":0.9496061,"about_ca_system_score_codex":0.0034913418,"about_ca_system_score_gemma":0.0038228582,"threshold_uncertainty_score":0.26651144},"labels":[],"label_agreement":null},{"id":"W4417143792","doi":"10.18280/ijsse.150806","title":"Security and Cybersecurity Risk Management in E-Health Systems: A Hybrid Approach","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Risk management; Security management; Risk assessment; Security information and event management; Vulnerability (computing); Poison control","score_opus":0.004639327204055763,"score_gpt":0.22434056868633984,"score_spread":0.21970124148228407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417143792","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":[0.07663726,0.0017039031,0.8943282,0.0018981096,0.00014074854,0.00017083733,0.000096230266,0.00020451311,0.024820097],"genre_scores_gemma":[0.90103626,0.0007824572,0.09134317,0.00019857485,0.00013004725,0.00010088027,0.00007297606,0.000034365858,0.0063012154],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821836,0.00072223914,0.00009437609,0.00021667918,0.0005857336,0.00016262682],"domain_scores_gemma":[0.99747616,0.0014042306,0.00022667086,0.00016935595,0.0005558722,0.00016773252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001769054,0.0008400213,0.0009963632,0.002499633,0.0007417529,0.005327549,0.0020785301,0.001728379,0.004875804],"category_scores_gemma":[0.0031913787,0.000513104,0.0015923353,0.0015666105,0.0011971468,0.004281714,0.0030869336,0.0010335727,0.0003838196],"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":[0.00037589308,0.00092976866,0.015296287,0.0006391581,0.0012543346,0.0010332355,0.0013672914,0.47882724,0.008879215,0.27653223,0.002414209,0.21245117],"study_design_scores_gemma":[0.000020596237,0.00021013469,0.0031569244,0.00008566148,0.00020031258,0.00021876051,0.0008343832,0.93491155,0.00090938405,0.057454802,0.0019401164,0.000057277168],"about_ca_topic_score_codex":0.0035984295,"about_ca_topic_score_gemma":0.0029835722,"teacher_disagreement_score":0.005327549,"about_ca_system_score_codex":0.0015644499,"about_ca_system_score_gemma":0.0013293878,"threshold_uncertainty_score":0.016311228},"labels":[],"label_agreement":null},{"id":"W4417202082","doi":"10.1177/00472816251384902","title":"Introduction to Special Issue: Technical Communication In/Against Security Logics","year":2025,"lang":"en","type":"article","venue":"Journal of Technical Writing and Communication","topic":"Information and Cyber Security","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":"York University","funders":"","keywords":"Technical communication; Technical writing; Sociotechnical system; Key (lock); Business communication","score_opus":0.008706800451479143,"score_gpt":0.2761511098494593,"score_spread":0.26744430939798014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417202082","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050847256,0.012657403,0.0033988925,0.04761079,0.87532836,0.00005782279,0.0007790785,0.0004617807,0.059197348],"genre_scores_gemma":[0.006351549,0.010367808,0.0010677736,0.015862694,0.8407354,0.00009556187,0.0013751956,0.00083399814,0.12331005],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997773,0.00039914792,0.0002400294,0.00042343856,0.00090865494,0.00025580573],"domain_scores_gemma":[0.99067533,0.0039020644,0.00061784126,0.00071518176,0.0026921832,0.0013973151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022500171,0.0019434986,0.0017410184,0.006025735,0.0025430396,0.007862459,0.0015266975,0.004026616,0.12359703],"category_scores_gemma":[0.009310879,0.00056758744,0.0012198525,0.0029917336,0.0017389902,0.006035024,0.0026276656,0.006062646,0.04627367],"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":[0.000014188054,0.000012284113,0.000042221425,0.00010397962,0.0000033884144,0.000027716647,0.000023424225,0.000025660907,0.000109580076,0.002837374,0.9865111,0.010289149],"study_design_scores_gemma":[0.000010697295,0.000033632634,0.0005021129,0.00030572453,0.000011499344,0.00016464283,0.00006209796,0.00018140754,0.00017586612,0.0042506675,0.99428755,0.000014090593],"about_ca_topic_score_codex":0.0010903593,"about_ca_topic_score_gemma":0.0023086197,"teacher_disagreement_score":0.12359703,"about_ca_system_score_codex":0.0022290025,"about_ca_system_score_gemma":0.00228628,"threshold_uncertainty_score":0.41347325},"labels":[],"label_agreement":null},{"id":"W4417470884","doi":"10.1109/iccst63435.2025.11293461","title":"Explicit Behavioral Embedding Method for Generating Explanations of Insider Threat Events","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Insider threat; Insider; Anomaly detection; Transparency (behavior); Software deployment; Cluster analysis; Embedding; False positive paradox; Deception","score_opus":0.04822382601698685,"score_gpt":0.38753745576378457,"score_spread":0.33931362974679774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417470884","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":[0.026486037,0.00015956892,0.9661904,0.0004363194,0.000033064473,0.00011977405,0.0013086641,0.00419003,0.0010761556],"genre_scores_gemma":[0.45468676,0.00019443134,0.53887093,0.00016860967,0.00005095357,0.00027861272,0.004056415,0.00027557852,0.0014176797],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999074,0.00038570343,0.00006362672,0.00021543475,0.00021216998,0.000049145165],"domain_scores_gemma":[0.9927532,0.0052463748,0.0005967554,0.0007606828,0.0005160101,0.00012698377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013623267,0.0012539356,0.00039261233,0.0024247942,0.00033830435,0.0008036673,0.001106371,0.0009898923,0.0037169184],"category_scores_gemma":[0.010827888,0.00034571133,0.0010247398,0.0011264832,0.00049763307,0.0022622084,0.0012911335,0.0018110865,0.00053870166],"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":[0.00048584194,0.0007735699,0.035093397,0.0009969476,0.00042704478,0.0009774505,0.0019879628,0.21455297,0.014508041,0.10280929,0.017027622,0.61035985],"study_design_scores_gemma":[0.000025573057,0.00006190118,0.0016018206,0.000042451407,0.000045511537,0.00011118593,0.00011921186,0.934738,0.0032016267,0.05623104,0.0037985772,0.000023119883],"about_ca_topic_score_codex":0.0024984586,"about_ca_topic_score_gemma":0.0063855727,"teacher_disagreement_score":0.0037169184,"about_ca_system_score_codex":0.00067158975,"about_ca_system_score_gemma":0.0010755043,"threshold_uncertainty_score":0.012434304},"labels":[],"label_agreement":null},{"id":"W4417516558","doi":"10.1162/rest.a.1688","title":"The Power of Tests for Detecting <i>p</i> -Hacking","year":2025,"lang":"en","type":"article","venue":"The Review of Economics and Statistics","topic":"Information and Cyber Security","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":"Queen's University","funders":"","keywords":"Power (physics); Distribution (mathematics); Monotonic function; Flourishing; Statistical power; Empirical distribution function","score_opus":0.016447210004129357,"score_gpt":0.2744561221497097,"score_spread":0.25800891214558036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417516558","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36131704,0.04831207,0.48883277,0.032182522,0.0040757433,0.0019941358,0.0056186626,0.0014732167,0.056193903],"genre_scores_gemma":[0.96813357,0.0017020827,0.024455987,0.002602477,0.00084340805,0.0008358683,0.00063962926,0.0002316883,0.0005552007],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.5633448,0.31348392,0.02643677,0.04531513,0.04834903,0.003070412],"domain_scores_gemma":[0.042712476,0.9022298,0.024951976,0.022436025,0.006645303,0.0010244804],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.338635,0.0019505017,0.0051693614,0.009132072,0.0020328872,0.0094372565,0.0071958965,0.00755438,0.00841357],"category_scores_gemma":[0.77613884,0.001328577,0.0073234197,0.009835204,0.020282632,0.015291067,0.006365193,0.008282808,0.001361411],"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":[0.0075801285,0.000649517,0.46214208,0.014799216,0.04741804,0.0019839776,0.0039751953,0.020649198,0.002757011,0.13618438,0.015492437,0.28636885],"study_design_scores_gemma":[0.002339367,0.005296096,0.20130032,0.0080203945,0.016231777,0.004850641,0.0036083858,0.0729649,0.01096807,0.6438463,0.029886186,0.0006876258],"about_ca_topic_score_codex":0.0009856833,"about_ca_topic_score_gemma":0.00045231066,"teacher_disagreement_score":0.99244565,"about_ca_system_score_codex":0.0022475596,"about_ca_system_score_gemma":0.0022906621,"threshold_uncertainty_score":0.8155808},"labels":[],"label_agreement":null},{"id":"W4417520661","doi":"10.18280/ijsse.150920","title":"Evaluating AI-Based Learning Platform to Increase Cybersecurity Awareness: Case Study of Indonesian Students","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Information and Cyber Security","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":"Indonesian; Poison control; Occupational safety and health; Human factors and ergonomics; Injury prevention","score_opus":0.016840317374497933,"score_gpt":0.332967518265903,"score_spread":0.31612720089140506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417520661","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":[0.99904007,0.000020832515,0.0001578691,0.00004438856,0.0000028128827,0.00008893426,0.0000068184922,0.000004656881,0.000633643],"genre_scores_gemma":[0.9964019,0.0001488594,0.002001694,0.00006496918,0.000005167004,0.00010651892,0.00001842722,0.0000066752964,0.0012457855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875987,0.000546406,0.00007509026,0.00011679423,0.00024300837,0.0002587667],"domain_scores_gemma":[0.9966587,0.0011255697,0.00034944006,0.0001880084,0.00064319506,0.0010350298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023754225,0.0004195341,0.0005069038,0.0008396559,0.0015999387,0.0018004392,0.0008412099,0.00096912717,0.0020442973],"category_scores_gemma":[0.0039792885,0.00026750859,0.00050385855,0.00057316764,0.00070612156,0.0012814294,0.0012890508,0.0011924885,0.00055674196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015057229,0.118733995,0.3369617,0.0018547944,0.00019493539,0.013940572,0.19132423,0.0033615024,0.035947457,0.002635081,0.0031237442,0.29041627],"study_design_scores_gemma":[0.0006631698,0.06402637,0.45077878,0.0006528304,0.00048041577,0.0046617193,0.37552208,0.019448679,0.046420064,0.0016921163,0.035335947,0.00031785358],"about_ca_topic_score_codex":0.0013625337,"about_ca_topic_score_gemma":0.0029781247,"teacher_disagreement_score":0.0023754225,"about_ca_system_score_codex":0.00086705555,"about_ca_system_score_gemma":0.0015037203,"threshold_uncertainty_score":0.012562573},"labels":[],"label_agreement":null},{"id":"W52694867","doi":"","title":"Cops, Robber, and Alarms.","year":2006,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Information and Cyber Security","field":"Computer Science","cited_by":10,"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":"Mathematics","score_opus":0.005027234274064227,"score_gpt":0.20163639624847682,"score_spread":0.19660916197441258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W52694867","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":[0.06276703,0.026832193,0.183453,0.02788467,0.003451093,0.000104224426,0.0014710396,0.00095298595,0.69308376],"genre_scores_gemma":[0.7608241,0.008471686,0.02998235,0.0029221391,0.0016367097,0.00014721639,0.0010803073,0.0003194683,0.19461603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876606,0.0003079483,0.00007112932,0.00038336992,0.0002627591,0.00020874175],"domain_scores_gemma":[0.9970067,0.0012105701,0.00046307506,0.00047986148,0.00045080233,0.00038905643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008145568,0.0010709403,0.00075964275,0.0022629737,0.0038019756,0.004111485,0.001024018,0.0020671033,0.031959828],"category_scores_gemma":[0.0076547684,0.0005872362,0.00093863416,0.001981966,0.005147827,0.008232967,0.0027585155,0.0029123528,0.004183869],"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":[0.000039541403,0.000016539145,0.0004840786,0.000065577115,0.000015451076,0.00012023899,0.00013535914,0.0008242244,0.00009257085,0.9663245,0.018128788,0.013753112],"study_design_scores_gemma":[0.000011023226,0.000018643686,0.00084172684,0.000063997504,0.00002040661,0.00038368578,0.0002581814,0.0025626007,0.00017942587,0.93188596,0.06375583,0.00001853756],"about_ca_topic_score_codex":0.0047493447,"about_ca_topic_score_gemma":0.006772718,"teacher_disagreement_score":0.031959828,"about_ca_system_score_codex":0.002030073,"about_ca_system_score_gemma":0.0010660767,"threshold_uncertainty_score":0.10691631},"labels":[],"label_agreement":null},{"id":"W56370888","doi":"","title":"Comparing Canadian and American cybersecurity awareness levels: Educational strategies to increase public awareness","year":2014,"lang":"en","type":"article","venue":"PhDT","topic":"Information and Cyber Security","field":"Computer Science","cited_by":1,"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":"Computer security; Public relations; Business; Government (linguistics); Internet privacy; Political science; Computer science","score_opus":0.03787520394799696,"score_gpt":0.2832145115115156,"score_spread":0.24533930756351865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56370888","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":[0.9564656,0.0006379012,0.0006809086,0.0044635744,0.0002002322,0.00016525704,0.0010742913,0.00004241461,0.036269903],"genre_scores_gemma":[0.9940633,0.0003574594,0.0005954217,0.0005730272,0.000019950416,0.000060635495,0.00044877632,0.000009626759,0.0038718162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971668,0.0003145491,0.000078795,0.00019297405,0.0010026579,0.0012441502],"domain_scores_gemma":[0.9886352,0.0011000045,0.00068968267,0.00017460906,0.0060191806,0.0033813056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029440287,0.000436151,0.00038080022,0.0016256332,0.0064911563,0.0025831724,0.0015112349,0.00086155144,0.0058138273],"category_scores_gemma":[0.0138033,0.00032412854,0.000805872,0.0038909896,0.0010782548,0.0012981324,0.001751271,0.0018681331,0.0003789862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028728605,0.00244904,0.8042966,0.00037043533,0.00020983159,0.00019768631,0.022672346,0.0011471125,0.0010182718,0.007962884,0.035289977,0.12151291],"study_design_scores_gemma":[0.00023304466,0.0004719526,0.9355654,0.00021765367,0.00029746466,0.00004844427,0.038867682,0.0008005317,0.0012294882,0.00058729795,0.021588529,0.00009257755],"about_ca_topic_score_codex":0.9935923,"about_ca_topic_score_gemma":0.9971259,"teacher_disagreement_score":0.06434168,"about_ca_system_score_codex":0.06434168,"about_ca_system_score_gemma":0.11703322,"threshold_uncertainty_score":0.46683377},"labels":[],"label_agreement":null},{"id":"W57757574","doi":"","title":"Test Suite for Vulnerability Analysis of RFID Systems.","year":2010,"lang":"en","type":"article","venue":"International Conference on Wireless Networks","topic":"Information and Cyber Security","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":"Dalhousie University","funders":"","keywords":"Test suite; Computer science; Vulnerability (computing); Suite; Test (biology); Vulnerability assessment; Software testing; Computer security; Test case; Operating system; Software; Geology; Geography","score_opus":0.02373482349716539,"score_gpt":0.29012518366780177,"score_spread":0.2663903601706364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W57757574","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":[0.37042552,0.0011372485,0.5805151,0.0006398549,0.0002623058,0.00072147214,0.0061278683,0.030478107,0.009692557],"genre_scores_gemma":[0.81626725,0.00035945393,0.1726311,0.00019273644,0.000060933893,0.0005514689,0.0064619053,0.000967956,0.002507246],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99739933,0.0011950204,0.00022206274,0.00017833852,0.00073852955,0.00026677406],"domain_scores_gemma":[0.99173886,0.005224685,0.0005812396,0.0011296589,0.0010923697,0.0002331941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002284249,0.0017332911,0.0006824151,0.0020608588,0.0003562749,0.0007631901,0.0017300905,0.0009386274,0.0037101882],"category_scores_gemma":[0.010686753,0.00040049996,0.0009946717,0.0008234873,0.00056095584,0.0010996033,0.0008694822,0.001057287,0.0007855956],"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":[0.0017836973,0.0018616753,0.02732675,0.0015522175,0.0009023214,0.0031946506,0.0003473829,0.49811807,0.10244988,0.026911253,0.038736198,0.29681593],"study_design_scores_gemma":[0.00026330867,0.0013810474,0.0043632183,0.00012638715,0.00020264986,0.0010224895,0.00011583865,0.9265547,0.044595387,0.012729947,0.008586743,0.00005832092],"about_ca_topic_score_codex":0.0023320632,"about_ca_topic_score_gemma":0.0025411318,"teacher_disagreement_score":0.0037101882,"about_ca_system_score_codex":0.0005337641,"about_ca_system_score_gemma":0.0012703908,"threshold_uncertainty_score":0.012411773},"labels":[],"label_agreement":null},{"id":"W624337328","doi":"10.1016/j.procs.2015.05.024","title":"A Multidimensional Approach towards a Quantitative Assessment of Security Threats","year":2015,"lang":"en","type":"article","venue":"Procedia Computer Science","topic":"Information and Cyber Security","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Computer security","score_opus":0.05047732725231387,"score_gpt":0.3278531406094166,"score_spread":0.27737581335710276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W624337328","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":[0.0073371483,0.0007210323,0.97583926,0.0016393563,0.00009138241,0.00031328652,0.00019529786,0.00018214372,0.01368108],"genre_scores_gemma":[0.21610749,0.0009848052,0.77914065,0.00033528937,0.00011633875,0.0008833624,0.00023107749,0.000043650212,0.002157346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9894693,0.0051413625,0.0009998812,0.0010227077,0.0030298377,0.0003369009],"domain_scores_gemma":[0.9860254,0.0068146456,0.0022012321,0.0017437043,0.0026949234,0.00052008213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01011358,0.0021752992,0.0009749199,0.008617813,0.0013572979,0.0073132874,0.002339281,0.0018660297,0.0029984142],"category_scores_gemma":[0.017904134,0.0006930947,0.0022189398,0.0048269928,0.004789911,0.010265893,0.0043125395,0.0035356781,0.00050373515],"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":[0.00004418601,0.00026760672,0.006058676,0.00058085925,0.00017040904,0.00029455303,0.0031769995,0.03859924,0.0032528206,0.86355984,0.0027641486,0.08123059],"study_design_scores_gemma":[0.00002810931,0.0002976043,0.0037504898,0.00048132724,0.00010700737,0.00045424837,0.0030450162,0.1859966,0.0015170345,0.7765281,0.027644262,0.00015018757],"about_ca_topic_score_codex":0.0025273701,"about_ca_topic_score_gemma":0.0016882971,"teacher_disagreement_score":0.01011358,"about_ca_system_score_codex":0.0034477683,"about_ca_system_score_gemma":0.0030838007,"threshold_uncertainty_score":0.053486347},"labels":[],"label_agreement":null},{"id":"W626639204","doi":"","title":"INFORMATION SECURITY POLICY COMPLIANCE: THE ROLE OF FAIRNESS, COMMITMENT, AND COST BELIEFS","year":2011,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"Social Sciences and Humanities Research Council of Canada; Institute for Computing, Information and Cognitive Systems","keywords":"Moderation; Compliance (psychology); Affect (linguistics); Organizational commitment; Business; Psychology; Social psychology; Information security; Public relations; Knowledge management; Political science; Computer science; Computer security","score_opus":0.017835519699994806,"score_gpt":0.2427172990969283,"score_spread":0.2248817793969335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626639204","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":[0.9940899,0.0000618726,0.0009300298,0.00034956832,0.000006972553,0.000015205597,0.0000114352415,0.000003801624,0.004531106],"genre_scores_gemma":[0.99950516,0.000018238828,0.00022899875,0.00004049866,0.0000060806906,0.0000053553317,0.000008029658,0.0000017851659,0.00018583638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950858,0.0027628657,0.0002576963,0.00031544417,0.0010560228,0.00052223256],"domain_scores_gemma":[0.93352354,0.04117876,0.016100345,0.0029917238,0.003044866,0.0031607596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006853715,0.00025045598,0.00026909352,0.0007001805,0.00083714613,0.002290684,0.0004180753,0.0008261643,0.0029305958],"category_scores_gemma":[0.032213934,0.00020892412,0.0003061301,0.00056131417,0.0012693251,0.0010449253,0.001053774,0.0016099709,0.0001941241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028759261,0.0014313506,0.96122336,0.000052610038,0.00016063538,0.00010006947,0.004497365,0.00072176906,0.0013401692,0.004014571,0.00017484961,0.025995608],"study_design_scores_gemma":[0.000018998044,0.00031992007,0.990303,0.000040028415,0.000055962937,0.00009236219,0.0031699832,0.0027940378,0.0005293041,0.002250527,0.0004044994,0.000021454005],"about_ca_topic_score_codex":0.002228307,"about_ca_topic_score_gemma":0.00242212,"teacher_disagreement_score":0.006853715,"about_ca_system_score_codex":0.00071438163,"about_ca_system_score_gemma":0.0010754147,"threshold_uncertainty_score":0.03624636},"labels":[],"label_agreement":null},{"id":"W641753920","doi":"10.1007/978-3-319-17957-5_6","title":"Information Technology Artifacts in the Regulatory Compliance of Business Processes: A Meta-Analysis","year":2015,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Information and Cyber Security","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":"University of Ottawa","funders":"","keywords":"Compliance (psychology); Business process; Process (computing); Process management; Knowledge management; Domain (mathematical analysis); Artifact-centric business process model; Computer science; Business process modeling; Risk analysis (engineering); Business; Work in process; Marketing; Psychology","score_opus":0.05631092761550276,"score_gpt":0.2716594032186712,"score_spread":0.21534847560316844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W641753920","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3189424,0.07574594,0.55595165,0.0055686743,0.00026069017,0.0012876719,0.002986447,0.00082171836,0.03843485],"genre_scores_gemma":[0.73764473,0.01563884,0.24069881,0.0003733747,0.00007113573,0.0005330061,0.0028849877,0.00031916017,0.0018359342],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97416466,0.016188623,0.0029267455,0.0018207671,0.004416317,0.0004829821],"domain_scores_gemma":[0.86649525,0.107420854,0.0063276715,0.013141058,0.006166584,0.00044853374],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028022693,0.0009976693,0.0009982265,0.01582942,0.0015739361,0.010936523,0.002060542,0.0018000647,0.001891873],"category_scores_gemma":[0.055391967,0.0012104749,0.0032969068,0.017152311,0.0029730715,0.01567148,0.0033308372,0.0023821273,0.00025004701],"study_design_candidate":"meta_analysis","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":[0.0005370056,0.0005256896,0.0711483,0.012611638,0.0045362143,0.0007428472,0.04826323,0.015798135,0.003027428,0.31321624,0.002723424,0.52686995],"study_design_scores_gemma":[0.00019540713,0.0010719714,0.07490711,0.062065322,0.025370486,0.0022125642,0.04674264,0.07092104,0.022302229,0.45913202,0.234694,0.0003851413],"about_ca_topic_score_codex":0.0062035522,"about_ca_topic_score_gemma":0.007883156,"teacher_disagreement_score":0.9719773,"about_ca_system_score_codex":0.004943682,"about_ca_system_score_gemma":0.008234638,"threshold_uncertainty_score":0.14819992},"labels":[],"label_agreement":null},{"id":"W644776441","doi":"10.21236/ada614972","title":"Establishing and Maintaining Trust for an Airborne Network. Search and Rescue Enterprise: Security Assessment Report","year":2014,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Computer science; Computer security; Enterprise information security architecture; Unified Modeling Language; Software","score_opus":0.031091973457360384,"score_gpt":0.3325574865901926,"score_spread":0.3014655131328322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W644776441","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7448218,0.00052577857,0.037579626,0.005246891,0.00010513711,0.0027119652,0.002352423,0.0007799231,0.20587648],"genre_scores_gemma":[0.9574447,0.00042524672,0.023164395,0.00009410522,0.000024425744,0.0002774196,0.0019561683,0.00004196574,0.016571462],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939773,0.0013310978,0.0003846324,0.0002632769,0.003595176,0.00044849017],"domain_scores_gemma":[0.9810528,0.003595185,0.0017068328,0.0010106257,0.011720557,0.0009140227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007203681,0.00035005077,0.00013426667,0.0018425725,0.0015956531,0.002328931,0.00049669266,0.00060992927,0.0035173898],"category_scores_gemma":[0.012369544,0.00017236221,0.00020247181,0.00085853203,0.00047339834,0.0021113327,0.0014994543,0.00076000404,0.0008266451],"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":[0.00049913675,0.0011013516,0.2799423,0.00083078584,0.00009741093,0.0017480033,0.014254951,0.019353567,0.017582621,0.033669483,0.056346565,0.57457393],"study_design_scores_gemma":[0.00013216594,0.003165517,0.41194984,0.0009167565,0.0002772992,0.0027067156,0.03790227,0.0910884,0.08867471,0.013304473,0.34963414,0.0002477425],"about_ca_topic_score_codex":0.02739238,"about_ca_topic_score_gemma":0.026999872,"teacher_disagreement_score":0.02739238,"about_ca_system_score_codex":0.0050674337,"about_ca_system_score_gemma":0.0061130216,"threshold_uncertainty_score":0.05446589},"labels":[],"label_agreement":null},{"id":"W6890276084","doi":"10.34989/swp-2022-32","title":"Cyber Risk and Security Investment","year":2022,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Information and Cyber Security","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; Wilfrid Laurier University; Bank of Canada","funders":"","keywords":"Investment (military); Cyber-attack; Cyber threats; Control (management); Information security; Government (linguistics)","score_opus":0.00811322363482919,"score_gpt":0.2093187170561265,"score_spread":0.20120549342129732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6890276084","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":[0.27485678,0.004721272,0.34408382,0.038103368,0.0002944345,0.0004742045,0.0023873523,0.00039892358,0.33467978],"genre_scores_gemma":[0.94910526,0.002075005,0.00567392,0.00063729717,0.0001225762,0.00017355588,0.0002204346,0.000022830302,0.041969236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987413,0.00039134454,0.000049636386,0.00023311868,0.00020801225,0.0003766134],"domain_scores_gemma":[0.99632,0.0018703549,0.00092685974,0.00025042676,0.00022299688,0.00040929028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013669814,0.0011952474,0.0012487884,0.0007805672,0.0009975643,0.004991223,0.0016283139,0.0055539478,0.018936118],"category_scores_gemma":[0.005760421,0.0007266554,0.0011669169,0.0010435033,0.002551501,0.005629173,0.0018741792,0.0041279104,0.0013923853],"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":[0.000056504978,0.00012454763,0.001948854,0.000068922775,0.000032228312,0.00024782534,0.00011260572,0.13275063,0.0003677489,0.85655963,0.0022877937,0.0054427413],"study_design_scores_gemma":[0.00016072237,0.00017023816,0.0016594083,0.0001350906,0.00007827748,0.00024170536,0.00019952135,0.23276806,0.00041420435,0.7524722,0.011639167,0.000061286846],"about_ca_topic_score_codex":0.008191844,"about_ca_topic_score_gemma":0.005638221,"teacher_disagreement_score":0.018936118,"about_ca_system_score_codex":0.004717919,"about_ca_system_score_gemma":0.0028566765,"threshold_uncertainty_score":0.06334764},"labels":[],"label_agreement":null},{"id":"W6892686945","doi":"10.5281/zenodo.11745269","title":"Hülsta metis plus preisliste pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Metis; Gloss (optics); Download; Design elements and principles","score_opus":0.026413730521823074,"score_gpt":0.23998201689252066,"score_spread":0.21356828637069758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892686945","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":[0.00059287925,0.00032754175,0.0008856338,0.00051883055,0.0011389096,0.0001914943,0.010317834,0.008526989,0.9774998],"genre_scores_gemma":[0.00129963,0.00018428508,0.00041654985,0.00017591634,0.00016141389,0.00006274297,0.0040969783,0.0022035073,0.99139893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994715,0.00003114781,0.000022348631,0.00006067224,0.0003315745,0.00008275208],"domain_scores_gemma":[0.99800104,0.00018816307,0.000076767305,0.00023864751,0.0010607865,0.00043463404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005229955,0.0010936669,0.0007335323,0.0024387978,0.0015374742,0.005195213,0.0011631558,0.001531288,0.9344962],"category_scores_gemma":[0.0024664185,0.00074136845,0.0007419314,0.0017807989,0.00035174476,0.0034740565,0.0025751207,0.001427133,0.88259053],"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":[0.00003946078,0.000040799456,0.00006763972,0.00009901686,0.0000020906787,0.000022808807,0.000022721053,0.000030230882,0.00042061845,0.00088355975,0.959291,0.039080236],"study_design_scores_gemma":[0.000009735691,0.00001552704,0.0002915203,0.000028583829,0.0000018268884,0.00003666864,0.000027342334,0.00004302476,0.00041462362,0.00019934446,0.9989249,0.0000067658825],"about_ca_topic_score_codex":0.003834736,"about_ca_topic_score_gemma":0.007166761,"teacher_disagreement_score":0.065503776,"about_ca_system_score_codex":0.001161458,"about_ca_system_score_gemma":0.001168405,"threshold_uncertainty_score":0.0934332},"labels":[],"label_agreement":null},{"id":"W6898758351","doi":"10.57912/23877297","title":"An assessment of the role of the common criteria in the international mutual recognition of trusted information system evaluations","year":2023,"lang":"en","type":"dissertation","venue":"American University Research Archive","topic":"Information and Cyber Security","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":"Harmonization; Commission; Information system; Treaty; Mutual recognition; Information security management system; Multinational corporation; Information security","score_opus":0.029547919745370906,"score_gpt":0.36519660729326503,"score_spread":0.3356486875478941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6898758351","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":[0.28378257,0.011623424,0.17813711,0.04062725,0.001442842,0.0015058147,0.00016867075,0.00027245114,0.4824399],"genre_scores_gemma":[0.9671341,0.0009429161,0.028437674,0.0009775497,0.00015987948,0.00028749148,0.000050720002,0.00008515268,0.001924457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.57516277,0.263976,0.025492052,0.0101036355,0.11611031,0.009155255],"domain_scores_gemma":[0.32705602,0.40300217,0.050872292,0.044366006,0.16470517,0.009998374],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2767429,0.000885483,0.001459282,0.015711457,0.009611077,0.02382844,0.0030620089,0.0030108686,0.0024574802],"category_scores_gemma":[0.4808364,0.00094765285,0.00190172,0.010528455,0.02107266,0.030185776,0.016749164,0.0074180574,0.00038668848],"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":[0.00036086838,0.0001681559,0.052532196,0.0009329316,0.00021151704,0.00021943777,0.03665274,0.0028364675,0.0006492956,0.6911947,0.005139776,0.20910195],"study_design_scores_gemma":[0.00024824656,0.0020990807,0.17637216,0.008536113,0.0010051259,0.0014882127,0.11658663,0.04680119,0.0061979075,0.46075374,0.17891546,0.000996138],"about_ca_topic_score_codex":0.012550225,"about_ca_topic_score_gemma":0.013222983,"teacher_disagreement_score":0.2767429,"about_ca_system_score_codex":0.02392908,"about_ca_system_score_gemma":0.030468285,"threshold_uncertainty_score":0.8919048},"labels":[],"label_agreement":null},{"id":"W6907790440","doi":"10.25384/sage.14852897","title":"sj-pdf-1-asr-10.1177_00031224211020012 – Supplemental material for Wealth Accumulation and Opportunity Hoarding: Class-Origin Wealth Gaps over a Quarter of a Century in a Scandinavian Country","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Information and Cyber Security","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":"Quarter (Canadian coin); National wealth; Period (music); Developed country","score_opus":0.05554110362597038,"score_gpt":0.34802105206362144,"score_spread":0.29247994843765107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907790440","genre_codex":"dataset","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":[0.00048084,0.002457758,0.00027860727,0.0030518759,0.001732313,0.00013486565,0.9271384,0.001261866,0.06346349],"genre_scores_gemma":[0.0066595394,0.007755192,0.0022738422,0.0029671786,0.0016717636,0.00080123707,0.829578,0.0017220287,0.14657119],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9985262,0.000172296,0.00028058435,0.00016729915,0.00065169943,0.00020187638],"domain_scores_gemma":[0.98236805,0.007807927,0.0013766414,0.000650965,0.00652831,0.0012682172],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002322843,0.0010914864,0.0010498911,0.0067165345,0.00089860824,0.0044142,0.0021753325,0.0025101535,0.81771517],"category_scores_gemma":[0.019993074,0.0008029936,0.0009883543,0.01199586,0.00038498602,0.002784818,0.0025745523,0.0012030242,0.50607955],"study_design_candidate":"observational","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":[0.000027322774,0.000015681891,0.00038045977,0.0008183831,0.000010128496,0.000016121157,0.000029158316,0.000024941,0.000025804029,0.00036672386,0.9869459,0.011339263],"study_design_scores_gemma":[0.000108017164,0.000029113044,0.0085055595,0.0028108621,0.000034507277,0.00007419656,0.00027430058,0.000049455746,0.00013054244,0.0012044964,0.9867498,0.000029176887],"about_ca_topic_score_codex":0.01887951,"about_ca_topic_score_gemma":0.024921577,"teacher_disagreement_score":0.81771517,"about_ca_system_score_codex":0.0012176846,"about_ca_system_score_gemma":0.0036100964,"threshold_uncertainty_score":0.26000714},"labels":[],"label_agreement":null},{"id":"W6912827950","doi":"10.5281/zenodo.7691930","title":"Blog #1: How SECANT stores and shares Cyber Threat Intelligence","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Bell (Canada)","funders":"Horizon 2020 Framework Programme","keywords":"Safeguarding; Cyber threats; Cyber-attack; Point (geometry); Digital forensics; Set (abstract data type)","score_opus":0.04025718913538743,"score_gpt":0.24460916603678526,"score_spread":0.20435197690139784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912827950","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":[0.15886953,0.0012987498,0.024193484,0.03932218,0.005041057,0.0006413735,0.011824101,0.03450846,0.72430104],"genre_scores_gemma":[0.32159966,0.0013391087,0.025869565,0.0069980836,0.0016267417,0.0002041853,0.019203031,0.0125347115,0.61062485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753785,0.00077275885,0.00015552108,0.00022696609,0.0010890799,0.00021779665],"domain_scores_gemma":[0.9901321,0.003512608,0.00058932276,0.002426654,0.0015825349,0.0017567036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029628908,0.0006500361,0.00045971546,0.0030479059,0.0032307839,0.007841775,0.0011082714,0.001991486,0.05721997],"category_scores_gemma":[0.012611349,0.0005459803,0.00040442962,0.0031028942,0.0012526081,0.014322159,0.0037150756,0.0018292153,0.026956152],"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":[0.00059406384,0.0004394725,0.016201526,0.00043911868,0.000059599628,0.0026947798,0.019958064,0.0007227326,0.00817202,0.03151942,0.7416355,0.17756364],"study_design_scores_gemma":[0.000021636126,0.00014194196,0.0045918426,0.000090100926,0.000025241503,0.0008222852,0.0050693373,0.0030440155,0.0016556862,0.003512697,0.98095566,0.00006963716],"about_ca_topic_score_codex":0.004887488,"about_ca_topic_score_gemma":0.0086919,"teacher_disagreement_score":0.05721997,"about_ca_system_score_codex":0.0014360619,"about_ca_system_score_gemma":0.0018493799,"threshold_uncertainty_score":0.19141984},"labels":[],"label_agreement":null},{"id":"W6920097659","doi":"10.60692/59mb6-gym03","title":"A First Look into Software Security Practices in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Information and Cyber Security","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":"Software security assurance; Security through obscurity; Security bug; Outsourcing; Software development; Security information and event management; Best practice; Software; Cloud computing security","score_opus":0.02882080947344678,"score_gpt":0.2375095344690855,"score_spread":0.2086887249956387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920097659","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":[0.9874193,0.0004697203,0.00014687673,0.00075646455,0.00000469794,0.000036119338,0.00018723309,0.000004091243,0.010975442],"genre_scores_gemma":[0.9935642,0.0014389992,0.00026097457,0.00017663713,0.000002358597,0.000038898434,0.00013094573,0.000005613821,0.00438124],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99937254,0.00021834418,0.00007651514,0.00008079591,0.0001161244,0.00013567944],"domain_scores_gemma":[0.99771464,0.0007769504,0.00049310084,0.00008572429,0.00057224266,0.00035734026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123774,0.0003637338,0.00022797873,0.0012819391,0.0026988175,0.0014431587,0.00029084357,0.0004979954,0.0046782466],"category_scores_gemma":[0.0025229836,0.00032952664,0.00012473731,0.002514045,0.0015234824,0.0016253731,0.0013466515,0.0006857073,0.00095663196],"study_design_candidate":"observational","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":[0.00006686474,0.00013683167,0.30535778,0.00044113857,0.000010825788,0.0028838678,0.63523936,0.00012529692,0.0062413896,0.003573647,0.0014614919,0.04446144],"study_design_scores_gemma":[0.0000058364085,0.00021103346,0.19892111,0.00030237046,0.000011805542,0.0008300396,0.76465684,0.00012223584,0.00065072166,0.0004852036,0.033756815,0.000045997138],"about_ca_topic_score_codex":0.054719307,"about_ca_topic_score_gemma":0.0953543,"teacher_disagreement_score":0.054719307,"about_ca_system_score_codex":0.00386325,"about_ca_system_score_gemma":0.0024285065,"threshold_uncertainty_score":0.1088016},"labels":[],"label_agreement":null},{"id":"W6922472636","doi":"10.13140/2.1.3239.7760","title":"Employees' Non-Malicious, Counterproductive Computer Security Behaviors (CCSB) in Nigeria and Canada: An Empirical and Comparative Analysis","year":2014,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Empirical research; Key (lock)","score_opus":0.011103322306631544,"score_gpt":0.2681941253983325,"score_spread":0.25709080309170096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6922472636","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":[0.99881375,0.00009115418,0.000013010638,0.00004249575,0.000001374059,0.00000569831,0.000087110755,5.236411e-7,0.0009448135],"genre_scores_gemma":[0.9988194,0.00023258041,0.000037733258,0.0000228285,7.3813055e-7,0.0000041120884,0.00009553003,7.887194e-7,0.0007863049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99936205,0.000073980395,0.000030953237,0.000055638353,0.00016989913,0.00030749358],"domain_scores_gemma":[0.9975545,0.00044952446,0.00040864613,0.000044657445,0.0009016321,0.0006411325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005909782,0.00020717946,0.000238486,0.0017277548,0.00388251,0.0015117546,0.00056150655,0.00045801635,0.0014575648],"category_scores_gemma":[0.0024012362,0.00019491496,0.00021765896,0.0036127472,0.0014130439,0.0005215371,0.0008599168,0.00069526886,0.00015863213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010406287,0.00013389069,0.97716933,0.000039775754,0.000014447953,0.0002010568,0.014920242,0.00005958806,0.0002424304,0.00056218845,0.0002653737,0.006287539],"study_design_scores_gemma":[0.0000026813827,0.00004149711,0.9342107,0.000038696606,0.000019851073,0.000067166395,0.064527944,0.000110234585,0.00011844775,0.00003393944,0.0008202735,0.00000850389],"about_ca_topic_score_codex":0.9681427,"about_ca_topic_score_gemma":0.99054,"teacher_disagreement_score":0.03185731,"about_ca_system_score_codex":0.017200714,"about_ca_system_score_gemma":0.02403622,"threshold_uncertainty_score":0.1248005},"labels":[],"label_agreement":null},{"id":"W6924678675","doi":"10.15468/dl.qhkx4v","title":"Occurrence Download","year":2017,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Information and Cyber Security","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":"Download; Matching (statistics); Range (aeronautics); Feature (linguistics); China","score_opus":0.0158197256581059,"score_gpt":0.23242534190109787,"score_spread":0.21660561624299196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924678675","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010658904,0.00017249197,0.00017022812,0.000117422176,0.000050807717,0.000014798232,0.9951285,0.0017326976,0.0025064605],"genre_scores_gemma":[0.00036796514,0.0001443187,0.000573815,0.00012761602,0.000013361811,0.00005371618,0.99685067,0.0003910174,0.0014774164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986926,0.00015281195,0.00020484958,0.0004692174,0.00028205823,0.0001985277],"domain_scores_gemma":[0.99735045,0.0006828172,0.00021288352,0.00059264904,0.0008381149,0.0003231113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007523893,0.0025244206,0.0020893945,0.0067406143,0.0015152884,0.004008182,0.0030072238,0.0027323868,0.23037073],"category_scores_gemma":[0.007078617,0.0009315507,0.0018424646,0.010957386,0.0004606184,0.0043045026,0.003701672,0.002396407,0.3318163],"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":[0.000052780277,0.000015457286,0.0005019128,0.00095674954,0.000019113397,0.00003648769,0.000034465324,0.00013877994,0.00013018024,0.0005527363,0.99384576,0.0037155256],"study_design_scores_gemma":[0.000053365544,0.000012248805,0.0012123104,0.00024403173,0.000016184946,0.00006793936,0.00010381314,0.00025795912,0.00015311423,0.0011648928,0.9966928,0.000021378397],"about_ca_topic_score_codex":0.02243344,"about_ca_topic_score_gemma":0.04407779,"teacher_disagreement_score":0.76962924,"about_ca_system_score_codex":0.0016877546,"about_ca_system_score_gemma":0.0028741865,"threshold_uncertainty_score":0.77066684},"labels":[],"label_agreement":null},{"id":"W6925513988","doi":"10.17882/82165","title":"Isotopic composition of dissolved inorganic carbon in sea water analyzed since 1990 at LOCEAN (DICisotopes)","year":2023,"lang":"en","type":"dataset","venue":"SEANOE","topic":"Information and Cyber Security","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":"Seawater; Mediterranean sea; Composition (language); Mass spectrometry; Phosphoric acid; Carbon fibers; Dissolved organic carbon; Carbon dioxide; Total inorganic carbon","score_opus":0.009175513453571775,"score_gpt":0.22978754146250108,"score_spread":0.2206120280089293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6925513988","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99019617,0.0011557314,0.0005307641,0.000027745358,0.000033732867,0.000013930661,0.0041235057,0.000056548408,0.0038619728],"genre_scores_gemma":[0.98791194,0.0005332747,0.0023584946,0.00008052158,0.000023845028,0.000039812217,0.0061473832,0.000028105262,0.0028766012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997003,0.000012971122,0.000018641365,0.00012007847,0.00011576966,0.000032309807],"domain_scores_gemma":[0.99976164,0.000009125282,0.000053936223,0.000010980896,0.00013748124,0.000026735452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024441286,0.00030516615,0.00026641588,0.0019990802,0.00061004964,0.0005146038,0.00026362084,0.00026478965,0.0008934874],"category_scores_gemma":[0.00028108808,0.000108971595,0.00023695923,0.0015095889,0.00023053112,0.0002665579,0.00044781907,0.00023278668,0.00038419172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042359772,0.00004811557,0.625016,0.00025335458,0.0001164465,0.0005529315,0.0008389995,0.0002634187,0.3372172,0.00018870748,0.0009259755,0.034155283],"study_design_scores_gemma":[0.000007882309,0.00018676704,0.9555901,0.00002266567,0.000044873104,0.00036251722,0.00022369424,0.00022782468,0.031615783,0.000025739942,0.011674139,0.000017956183],"about_ca_topic_score_codex":0.018101959,"about_ca_topic_score_gemma":0.029462436,"teacher_disagreement_score":0.018101959,"about_ca_system_score_codex":0.0011557571,"about_ca_system_score_gemma":0.00033125683,"threshold_uncertainty_score":0.03599322},"labels":[],"label_agreement":null},{"id":"W6926540295","doi":"10.25549/webster-c100-12322","title":"Various News Articles, 1988-1993","year":2021,"lang":"en","type":"dataset","venue":"University of Southern California Digital Library","topic":"Information and Cyber Security","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":"Commission; Newspaper; Variety (cybernetics); Economic Justice; Royal Commission; Criminal justice","score_opus":0.006070464375039667,"score_gpt":0.15383159843307848,"score_spread":0.1477611340580388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926540295","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036298108,0.00026982723,0.000014140875,0.00012307717,0.000078033954,0.000009787823,0.99595886,0.00009016617,0.0030931642],"genre_scores_gemma":[0.0006570724,0.0005274177,0.000082191174,0.00005880658,0.00006702288,0.000043834116,0.99224925,0.000037448997,0.006276954],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838626,0.00010214268,0.0002180663,0.0002966921,0.0007300884,0.00026688172],"domain_scores_gemma":[0.99485034,0.00076156383,0.00093873154,0.00044995648,0.002446323,0.00055313297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006415154,0.0017080104,0.0009841125,0.014703337,0.0015021175,0.0045747044,0.0013775188,0.00083930435,0.095937274],"category_scores_gemma":[0.0063223788,0.0005608323,0.00061996095,0.035504248,0.0003618975,0.0015083093,0.0015273343,0.0012639271,0.15577804],"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":[0.000028634624,0.0000092317805,0.00065322005,0.00028599869,0.0000058001815,0.00002271998,0.000025221645,0.000027529955,0.000038171725,0.00014950479,0.99500835,0.0037456115],"study_design_scores_gemma":[0.0000473461,0.000008386503,0.012504325,0.0002416396,0.00001944055,0.000049792397,0.0001962022,0.00004571212,0.00016802082,0.00014680454,0.9865622,0.000010095758],"about_ca_topic_score_codex":0.046798576,"about_ca_topic_score_gemma":0.07589718,"teacher_disagreement_score":0.095937274,"about_ca_system_score_codex":0.0023860966,"about_ca_system_score_gemma":0.0044489307,"threshold_uncertainty_score":0.32094216},"labels":[],"label_agreement":null},{"id":"W6931659582","doi":"10.5281/zenodo.7840018","title":"IPBES Invasive Alien Species Assessment: data management report of chapter 6. Supplementary material 6.3 Table of knowledge and data gaps","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Table (database); Alien species; Alien; Introduced species; Invasive species; Biodiversity","score_opus":0.0606468670955146,"score_gpt":0.2910156551538755,"score_spread":0.23036878805836092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931659582","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006068228,0.00043475808,0.007993136,0.0008859191,0.00035451888,0.0007550548,0.95400655,0.0020810296,0.03288216],"genre_scores_gemma":[0.0037005148,0.0012322121,0.02755337,0.0005812171,0.00014280797,0.0030704306,0.9420021,0.0016253184,0.020092027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935708,0.0010618239,0.00088310515,0.00067314034,0.0035514564,0.00025959717],"domain_scores_gemma":[0.97065866,0.008664257,0.0024524054,0.0027061955,0.014718094,0.00080041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009616212,0.0012851555,0.0009867479,0.009825619,0.0009170085,0.0035487334,0.002318993,0.0013771167,0.18011336],"category_scores_gemma":[0.03312845,0.0009493731,0.0010871176,0.009931218,0.0004914953,0.0025778948,0.0022338936,0.002208391,0.11612132],"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":[0.00010841316,0.000044021814,0.0013909783,0.0015742095,0.000045800418,0.00006725808,0.00008124558,0.0011316804,0.00060335686,0.0032317583,0.9591237,0.03259752],"study_design_scores_gemma":[0.00003890589,0.000033630033,0.0037482614,0.0009984407,0.00003543892,0.00009796858,0.000118640266,0.00046586225,0.001221398,0.003245038,0.9899541,0.000042212778],"about_ca_topic_score_codex":0.017525412,"about_ca_topic_score_gemma":0.014149958,"teacher_disagreement_score":0.18011336,"about_ca_system_score_codex":0.0022776353,"about_ca_system_score_gemma":0.009121046,"threshold_uncertainty_score":0.6025392},"labels":[],"label_agreement":null},{"id":"W6939463448","doi":"10.60692/9ax3c-qj733","title":"A First Look into Software Security Practices in Bangladesh","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Information and Cyber Security","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":"Software security assurance; Security through obscurity; Security bug; Outsourcing; Software development; Security information and event management; Best practice; Software; Cloud computing security","score_opus":0.02882080947344678,"score_gpt":0.2375095344690855,"score_spread":0.2086887249956387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939463448","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":[0.9874193,0.0004697203,0.00014687673,0.00075646455,0.00000469794,0.000036119338,0.00018723309,0.000004091243,0.010975442],"genre_scores_gemma":[0.9935642,0.0014389992,0.00026097457,0.00017663713,0.000002358597,0.000038898434,0.00013094573,0.000005613821,0.00438124],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99937254,0.00021834418,0.00007651514,0.00008079591,0.0001161244,0.00013567944],"domain_scores_gemma":[0.99771464,0.0007769504,0.00049310084,0.00008572429,0.00057224266,0.00035734026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007123774,0.0003637338,0.00022797873,0.0012819391,0.0026988175,0.0014431587,0.00029084357,0.0004979954,0.0046782466],"category_scores_gemma":[0.0025229836,0.00032952664,0.00012473731,0.002514045,0.0015234824,0.0016253731,0.0013466515,0.0006857073,0.00095663196],"study_design_candidate":"observational","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":[0.00006686474,0.00013683167,0.30535778,0.00044113857,0.000010825788,0.0028838678,0.63523936,0.00012529692,0.0062413896,0.003573647,0.0014614919,0.04446144],"study_design_scores_gemma":[0.0000058364085,0.00021103346,0.19892111,0.00030237046,0.000011805542,0.0008300396,0.76465684,0.00012223584,0.00065072166,0.0004852036,0.033756815,0.000045997138],"about_ca_topic_score_codex":0.054719307,"about_ca_topic_score_gemma":0.0953543,"teacher_disagreement_score":0.054719307,"about_ca_system_score_codex":0.00386325,"about_ca_system_score_gemma":0.0024285065,"threshold_uncertainty_score":0.1088016},"labels":[],"label_agreement":null},{"id":"W6949431085","doi":"10.5281/zenodo.13909384","title":"Higher Ed Protest Event Dataset - Codebooks and Adjudication Guidelines","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"National Science Foundation","keywords":"Codebook; Adjudication; Event (particle physics); Event data; Annotation","score_opus":0.04936427606665863,"score_gpt":0.2891784756341129,"score_spread":0.23981419956745428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949431085","genre_codex":"dataset","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":[0.0018094815,0.00014948352,0.0066987667,0.0005708596,0.00021671542,0.0021822837,0.9786799,0.0026984757,0.006994075],"genre_scores_gemma":[0.002450478,0.00006923746,0.011349648,0.00021186903,0.00003357185,0.0034574436,0.97873926,0.00046500322,0.0032234937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99028087,0.002014229,0.0026580219,0.0014235576,0.0028791314,0.0007441082],"domain_scores_gemma":[0.9646336,0.009213234,0.0023139734,0.008302973,0.013544766,0.0019914825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0096000265,0.0010177444,0.0010295758,0.006143703,0.0018087812,0.0032655273,0.0025111146,0.0019953544,0.05476635],"category_scores_gemma":[0.053184535,0.0006909325,0.0012125248,0.00652815,0.001067314,0.002352286,0.004726709,0.0026269997,0.051349435],"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":[0.00016182131,0.00010568939,0.0030680352,0.0008027695,0.000019255915,0.00006838582,0.0003067542,0.0004388933,0.0005622374,0.0043834015,0.97218496,0.017897693],"study_design_scores_gemma":[0.00016700642,0.000039968785,0.008694627,0.0005049691,0.000012559955,0.00009791293,0.0004828099,0.001326437,0.00080205564,0.0043203398,0.9834906,0.00006073734],"about_ca_topic_score_codex":0.01682897,"about_ca_topic_score_gemma":0.03960575,"teacher_disagreement_score":0.05476635,"about_ca_system_score_codex":0.0029254563,"about_ca_system_score_gemma":0.008112725,"threshold_uncertainty_score":0.18321174},"labels":[],"label_agreement":null},{"id":"W6964283837","doi":"10.25545/glkhd9/ym75ok","title":"keffresults_2024-06-05 21-25.csv","year":2024,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"Information and Cyber Security","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 New Brunswick","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","score_opus":0.012514406504825893,"score_gpt":0.24605582199083503,"score_spread":0.23354141548600915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964283837","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008408085,0.00008462241,0.000030546456,0.00011960926,0.000059436614,0.000008685272,0.9974886,0.0007310163,0.0013934146],"genre_scores_gemma":[0.0003464252,0.00006062144,0.00013634701,0.00006938362,0.000015850514,0.000040505776,0.9978217,0.00016405327,0.0013450956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987545,0.00018269637,0.000106849766,0.00036078622,0.00028413004,0.00031112868],"domain_scores_gemma":[0.9977697,0.00050146197,0.00013404731,0.00064012146,0.00057520374,0.0003794309],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011423494,0.0033663309,0.001989614,0.0045454106,0.0014532469,0.0050900658,0.003920555,0.0036652526,0.19348343],"category_scores_gemma":[0.007949929,0.00091104035,0.0017657797,0.006713078,0.0007081891,0.0023494142,0.002868214,0.0022950887,0.30377945],"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":[0.000038982438,0.000008545161,0.0001583871,0.00024738122,0.0000118376865,0.000008464945,0.000007287502,0.00010252753,0.00003809634,0.0002444474,0.99835324,0.00078079465],"study_design_scores_gemma":[0.00040347234,0.00002578727,0.0014844879,0.00028374564,0.000025052514,0.000050532526,0.00007504119,0.00051700807,0.0003380622,0.0015586467,0.9952083,0.000029736242],"about_ca_topic_score_codex":0.028864209,"about_ca_topic_score_gemma":0.04516314,"teacher_disagreement_score":0.8065166,"about_ca_system_score_codex":0.0022487103,"about_ca_system_score_gemma":0.003047244,"threshold_uncertainty_score":0.6472665},"labels":[],"label_agreement":null},{"id":"W6967912415","doi":"10.5281/zenodo.15454335","title":"tardis-sn/tardis: TARDIS v2025.05.18","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Sequence (biology); Control theory (sociology); Action (physics); Component (thermodynamics)","score_opus":0.020356975509201125,"score_gpt":0.23751974160614064,"score_spread":0.21716276609693952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967912415","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017480354,0.0005273128,0.06121644,0.0007661228,0.001383447,0.0002665991,0.20329562,0.59788775,0.13290866],"genre_scores_gemma":[0.010811666,0.00044759182,0.03273509,0.00057821855,0.0004086692,0.00034851543,0.5079541,0.32617727,0.12053881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983272,0.00023542931,0.000092461,0.00033703726,0.000779178,0.00022874193],"domain_scores_gemma":[0.9974279,0.0004308561,0.0001427518,0.00081993325,0.0008296672,0.0003488021],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023516293,0.0034014485,0.0015590013,0.0025587657,0.0011021364,0.0054513323,0.0040878193,0.0024465094,0.36434227],"category_scores_gemma":[0.0061346022,0.0020825258,0.0015632989,0.0020334919,0.0008070051,0.0031431452,0.0024612024,0.0031404658,0.5341077],"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":[0.00027267067,0.000023925726,0.00016082815,0.00017686661,0.000021149644,0.00005559896,0.000034663706,0.00073448045,0.0009386939,0.004199741,0.97644955,0.016931769],"study_design_scores_gemma":[0.00019004349,0.000058854257,0.00044878866,0.000081438215,0.000019292718,0.00014033656,0.000022523336,0.0056046667,0.003835151,0.005623384,0.98391336,0.00006223313],"about_ca_topic_score_codex":0.00974383,"about_ca_topic_score_gemma":0.006336012,"teacher_disagreement_score":0.36434227,"about_ca_system_score_codex":0.0017441092,"about_ca_system_score_gemma":0.0019688518,"threshold_uncertainty_score":0.9066886},"labels":[],"label_agreement":null},{"id":"W6968059216","doi":"10.5281/zenodo.12341038","title":"Camus stranac pdf","year":2024,"lang":"sr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Limiting; Work (physics); Filter (signal processing); Paraphernalia","score_opus":0.02410384566551169,"score_gpt":0.23720681541713037,"score_spread":0.2131029697516187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968059216","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":[0.00038054032,0.0012267022,0.0011603571,0.0007373313,0.0012942851,0.000120418255,0.0083860755,0.0065617356,0.9801325],"genre_scores_gemma":[0.0015987823,0.0011361189,0.0008266935,0.0004574908,0.00021374195,0.000059530583,0.0063206595,0.0021822033,0.9872049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995301,0.00002236203,0.000019709862,0.00007976611,0.00030023968,0.000047898226],"domain_scores_gemma":[0.9989342,0.0000824415,0.000034578316,0.00018709304,0.0005050125,0.00025666066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035644032,0.0013627548,0.0008905072,0.0027500717,0.0014117708,0.004957917,0.0018364526,0.001560505,0.8520503],"category_scores_gemma":[0.0017636662,0.00065553014,0.0008232449,0.0024652046,0.00059564685,0.0042349524,0.0022403393,0.002120408,0.82261354],"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":[0.00004602109,0.000025431891,0.000043948028,0.0002867773,0.0000028201312,0.000090558744,0.0000487549,0.00006235459,0.0015544427,0.0027395198,0.9128278,0.08227151],"study_design_scores_gemma":[0.0000043671844,0.000007673291,0.00013506848,0.00003852933,0.0000011823595,0.0000476269,0.00002127114,0.000024563196,0.00033183317,0.00033400996,0.9990491,0.000004677282],"about_ca_topic_score_codex":0.0065753725,"about_ca_topic_score_gemma":0.01368431,"teacher_disagreement_score":0.1479497,"about_ca_system_score_codex":0.0014634005,"about_ca_system_score_gemma":0.0014999898,"threshold_uncertainty_score":0.21103221},"labels":[],"label_agreement":null},{"id":"W6968153512","doi":"10.5281/zenodo.14027397","title":"Revolutionizing DevOps Security: AI and ML-Enabled Automated Testing Approaches","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Optech (Canada)","funders":"","keywords":"DevOps; Software deployment; Leverage (statistics); Key (lock); Security testing; Software security assurance; Application security","score_opus":0.05098416199501192,"score_gpt":0.24008871704797832,"score_spread":0.18910455505296642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968153512","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":[0.012682793,0.0017626132,0.9556792,0.008929781,0.00021539311,0.00021259722,0.00013935076,0.006010986,0.0143673485],"genre_scores_gemma":[0.27518305,0.002155578,0.7157501,0.0015668395,0.00029018105,0.00021489986,0.0005016012,0.0009149693,0.0034227867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.988143,0.0064097857,0.000704948,0.0011475689,0.0029188173,0.00067589286],"domain_scores_gemma":[0.95063925,0.02977038,0.003220376,0.009361838,0.005390344,0.0016179068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390808,0.0012617079,0.000594423,0.0032799137,0.00087802525,0.0061306874,0.0034555492,0.0019035718,0.0046020458],"category_scores_gemma":[0.029527863,0.0007709897,0.00086182443,0.0015602086,0.0050752987,0.008458206,0.0065733013,0.005339489,0.0013337428],"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":[0.00019705053,0.0005279948,0.007069645,0.0007884187,0.00014626399,0.00053494435,0.0018860945,0.08448123,0.015305694,0.19284174,0.014672176,0.68154866],"study_design_scores_gemma":[0.00008856503,0.00029582245,0.002548249,0.00084493106,0.00008432651,0.0007474347,0.001226509,0.5330157,0.025897058,0.34158206,0.09353677,0.00013258809],"about_ca_topic_score_codex":0.002618113,"about_ca_topic_score_gemma":0.0024885647,"teacher_disagreement_score":0.01390808,"about_ca_system_score_codex":0.0019867301,"about_ca_system_score_gemma":0.0037812414,"threshold_uncertainty_score":0.0735538},"labels":[],"label_agreement":null},{"id":"W6968288765","doi":"10.5281/zenodo.15466227","title":"Nursing Theories Epistemic Space Data Visualization","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"","keywords":"Existentialism; Personality; Dimension (graph theory); Space (punctuation); Visualization; Data visualization","score_opus":0.030881129292780897,"score_gpt":0.2844008657612369,"score_spread":0.253519736468456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968288765","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044941083,0.0023040134,0.15997794,0.0135219665,0.005845131,0.0027001963,0.39021504,0.18988489,0.19060972],"genre_scores_gemma":[0.26510546,0.0035713736,0.4716993,0.0026379628,0.00092289236,0.0065552876,0.17164004,0.020480098,0.057387497],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990922,0.00022154964,0.00011412993,0.00014356374,0.00033509065,0.000093567694],"domain_scores_gemma":[0.98756915,0.007590825,0.00042050908,0.0012957336,0.002600713,0.0005230099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022406953,0.0014706195,0.0007572063,0.0074017663,0.0010466205,0.0047149286,0.0010766755,0.0011974454,0.105762325],"category_scores_gemma":[0.015742984,0.00035081714,0.0007474917,0.00711855,0.0004356368,0.0027840105,0.003396267,0.0018617513,0.012026253],"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":[0.0009202106,0.00035085835,0.0042845085,0.0018556035,0.00006445249,0.00039173043,0.0054510026,0.0021759472,0.002041458,0.018805219,0.74039704,0.22326197],"study_design_scores_gemma":[0.0002390743,0.00012919915,0.0059614563,0.001077983,0.000044280172,0.00018064113,0.003698541,0.01721835,0.0049023526,0.020853247,0.94558215,0.00011284113],"about_ca_topic_score_codex":0.006576824,"about_ca_topic_score_gemma":0.0058680614,"teacher_disagreement_score":0.105762325,"about_ca_system_score_codex":0.0007510222,"about_ca_system_score_gemma":0.0018872208,"threshold_uncertainty_score":0.35381025},"labels":[],"label_agreement":null},{"id":"W6976536786","doi":"10.60692/4vrdm-xpd40","title":"Handling User-Oriented Cyber-Attacks: STRIM, a User-Based Security Training Model","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Information and Cyber Security","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 de Montréal","funders":"","keywords":"Process (computing); Task (project management); Private information retrieval; Information security; Personally identifiable information; Threat model; Cognition","score_opus":0.04935301765787932,"score_gpt":0.22589933648102223,"score_spread":0.17654631882314292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976536786","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":[0.20818554,0.00028366738,0.61054164,0.013867875,0.0001552014,0.00059593044,0.000097098564,0.0011230398,0.16514996],"genre_scores_gemma":[0.94216704,0.000106982654,0.049713288,0.00046071704,0.00003149772,0.00021594157,0.00003212959,0.00002733163,0.0072449422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.996992,0.0018784765,0.0001018181,0.00031794937,0.0004845267,0.00022514079],"domain_scores_gemma":[0.99420387,0.002992007,0.0005954823,0.00079907273,0.0007081266,0.0007014884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003784348,0.0005929184,0.00028730294,0.0011183715,0.0013121739,0.002447019,0.0015840539,0.0017062553,0.0051385825],"category_scores_gemma":[0.0071514715,0.00033828648,0.0005424357,0.00045663465,0.004010141,0.0046919924,0.0024934511,0.001870295,0.001235984],"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":[0.00035150436,0.0016470713,0.030866476,0.0003174607,0.000075880176,0.00052726443,0.023165688,0.030704683,0.0050168084,0.75154245,0.005299625,0.15048511],"study_design_scores_gemma":[0.00016564694,0.0021186618,0.01195203,0.00032891563,0.00013043407,0.001615943,0.009712029,0.5737516,0.005438484,0.34085092,0.05377053,0.0001647884],"about_ca_topic_score_codex":0.0018722267,"about_ca_topic_score_gemma":0.001835389,"teacher_disagreement_score":0.0051385825,"about_ca_system_score_codex":0.0013166631,"about_ca_system_score_gemma":0.0021032558,"threshold_uncertainty_score":0.02001375},"labels":[],"label_agreement":null},{"id":"W6977164298","doi":"10.6084/m9.figshare.14950005.v1","title":"SecurityCam 2.1.0.2 Full Keygen","year":2021,"lang":"fa","type":"article","venue":"Figshare","topic":"Information and Cyber Security","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":"Serial communication; Serial port; Password; Ephemera; Encryption; Download","score_opus":0.029972336471007725,"score_gpt":0.24806336439642918,"score_spread":0.21809102792542145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977164298","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":[0.0044414666,0.0019429022,0.150163,0.0055303494,0.0032505062,0.002976281,0.042585228,0.14296193,0.6461483],"genre_scores_gemma":[0.12084434,0.0018668959,0.050308887,0.005388716,0.0014314343,0.0040911883,0.06717344,0.04567435,0.7032208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949072,0.0007270504,0.00026673076,0.0008954163,0.0020868292,0.0011167531],"domain_scores_gemma":[0.99377644,0.00072516594,0.00021836313,0.0025695784,0.002222908,0.00048752798],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030410618,0.0021245033,0.0019872247,0.0016531078,0.001995589,0.0049321405,0.0029462385,0.0030857422,0.50938255],"category_scores_gemma":[0.010575342,0.0017175203,0.0013854963,0.0016258553,0.0011232044,0.011615513,0.007901252,0.0046219854,0.47820494],"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":[0.0009335706,0.00006722484,0.0002440817,0.00045150938,0.00002847942,0.00012397247,0.00018873515,0.0006958069,0.00407284,0.03924258,0.9033558,0.05059537],"study_design_scores_gemma":[0.00026265197,0.000078282595,0.00041217677,0.00020569422,0.000025569789,0.00027587972,0.0000987634,0.004942759,0.009976715,0.030489082,0.95312864,0.0001038096],"about_ca_topic_score_codex":0.0019697167,"about_ca_topic_score_gemma":0.0016154121,"teacher_disagreement_score":0.49061745,"about_ca_system_score_codex":0.0024479728,"about_ca_system_score_gemma":0.0033083714,"threshold_uncertainty_score":0.6998062},"labels":[],"label_agreement":null},{"id":"W6977441165","doi":"10.6084/m9.figshare.c.5638389","title":"The association between chiropractors’ view of practice and patient encounter-level characteristics in Ontario, Canada: a cross-sectional study","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Information and Cyber Security","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":"Chiropractic; Logistic regression; Odds ratio; Association (psychology); Multilevel model; Confounding; Odds; MEDLINE","score_opus":0.031863360617917086,"score_gpt":0.26771797661530244,"score_spread":0.23585461599738536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977441165","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993672,0.00054993667,0.00018342337,0.00037038763,0.000010717377,0.00010559389,0.0036836527,0.000008680794,0.0014156036],"genre_scores_gemma":[0.9975852,0.0002948255,0.000313197,0.00017454114,0.000009454582,0.00006830119,0.0010782306,0.000004067444,0.00047221233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777156,0.00022617131,0.00022236776,0.00039494643,0.0008306994,0.00055414904],"domain_scores_gemma":[0.99280703,0.0005987517,0.0026950869,0.00022023021,0.0024180948,0.0012608583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013008707,0.00033364914,0.0004911101,0.0013886489,0.0028551058,0.0014134976,0.0015478255,0.0005735655,0.0023780467],"category_scores_gemma":[0.004172342,0.0005813606,0.00063306745,0.004584628,0.001065829,0.00067020615,0.0011085226,0.0007300548,0.00023220568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018690798,0.000021231848,0.998038,0.000033814402,0.00003293839,0.000025710022,0.0007460618,0.000022544718,0.00005295562,0.000024382629,0.00029883353,0.00068476645],"study_design_scores_gemma":[0.0000039901333,0.000021566222,0.99816364,0.000028826391,0.00001660998,0.000020168676,0.0012527246,0.000110901485,0.000016570108,0.000007268822,0.00035231956,0.0000054246307],"about_ca_topic_score_codex":0.98376185,"about_ca_topic_score_gemma":0.99098575,"teacher_disagreement_score":0.024590168,"about_ca_system_score_codex":0.024590168,"about_ca_system_score_gemma":0.029074593,"threshold_uncertainty_score":0.17841494},"labels":[],"label_agreement":null},{"id":"W6983746168","doi":"","title":"+1800 750 6584 norton antivirus support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Service (business); Mobile phone; Internet access; Smart phone","score_opus":0.01076071574354138,"score_gpt":0.25332961423992756,"score_spread":0.2425688984963862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983746168","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":[0.00071375933,0.00022810607,0.0008524104,0.000379467,0.00033465787,0.00007446617,0.001288183,0.0027734628,0.9933555],"genre_scores_gemma":[0.0011372213,0.00015827619,0.00028082897,0.00009872956,0.000048789127,0.000018809436,0.00079166825,0.00040794653,0.9970578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952567,0.00003867884,0.000024698498,0.00012526306,0.00022367468,0.000062095394],"domain_scores_gemma":[0.9988166,0.000086733664,0.000058472127,0.0001299367,0.00052993593,0.00037827028],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003430932,0.0012081803,0.00066050974,0.0011518982,0.0012536854,0.0039758184,0.0008987076,0.0011504473,0.88780653],"category_scores_gemma":[0.0013101228,0.0006110828,0.0003866883,0.0011197126,0.00028361988,0.0023777345,0.0015913389,0.0008907931,0.87302977],"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":[0.00006788538,0.00006239793,0.00041059888,0.00009840173,0.0000028324662,0.00011981996,0.00006197367,0.00010111486,0.0015701625,0.0027001305,0.90435725,0.090447426],"study_design_scores_gemma":[0.000014408097,0.00003421738,0.0005775228,0.000050440307,0.000004824626,0.00013972008,0.00008106283,0.00023591607,0.00041011002,0.00023364191,0.99820983,0.000008405796],"about_ca_topic_score_codex":0.0053294394,"about_ca_topic_score_gemma":0.011232893,"teacher_disagreement_score":0.112193465,"about_ca_system_score_codex":0.00081269647,"about_ca_system_score_gemma":0.0012618641,"threshold_uncertainty_score":0.1600303},"labels":[],"label_agreement":null},{"id":"W6983828314","doi":"","title":"Norton 360 Helpline 1-888-879-0163 Norton antivirus helpline phone number, norton issue support remotely","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Toll; The Internet; Service (business); Mobile phone; Phone call","score_opus":0.011408658200606858,"score_gpt":0.26229496304606964,"score_spread":0.25088630484546276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983828314","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":[0.0010022912,0.00013398976,0.0006852897,0.00029538915,0.00028178786,0.00012575777,0.0016295422,0.0036010002,0.9922449],"genre_scores_gemma":[0.0007733148,0.000049632385,0.00013031399,0.0000636027,0.000026782835,0.000018308358,0.0004603829,0.0003691168,0.9981085],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995999,0.00003142594,0.0000141925975,0.00008874596,0.00020425464,0.00006152196],"domain_scores_gemma":[0.99866116,0.00016082096,0.000069336646,0.00017646546,0.0005325917,0.00039957755],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036702352,0.0010369157,0.0006147842,0.0011674694,0.0012848245,0.002103404,0.0009330483,0.0009608014,0.9130888],"category_scores_gemma":[0.0019758118,0.00069074286,0.00035639768,0.00077222945,0.00023649067,0.0018758775,0.001249688,0.00090787525,0.8739112],"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":[0.00005247476,0.0000963777,0.00030886458,0.000055026703,0.000002095378,0.000051853418,0.000061304585,0.000061188286,0.0007807722,0.0011893926,0.94581413,0.05152656],"study_design_scores_gemma":[0.000027602984,0.0000554914,0.0007153878,0.00004272181,0.000005517528,0.00007771117,0.00009784185,0.00022998748,0.00033978795,0.00023822745,0.9981608,0.000009004597],"about_ca_topic_score_codex":0.008219079,"about_ca_topic_score_gemma":0.022981744,"teacher_disagreement_score":0.0869112,"about_ca_system_score_codex":0.0006717344,"about_ca_system_score_gemma":0.0014762838,"threshold_uncertainty_score":0.123968184},"labels":[],"label_agreement":null},{"id":"W6986367356","doi":"","title":"360 Phone Number!!!^^18**88*87*9**01*63**Norton Technical Support phone number Norton 360 Technical Support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Mobile phone tracking; Smart phone","score_opus":0.012058209879004921,"score_gpt":0.2704286033900032,"score_spread":0.2583703935109983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986367356","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":[0.0004973994,0.00016422277,0.0010054638,0.00042382276,0.00061100477,0.0001073392,0.0028183295,0.003185218,0.9911873],"genre_scores_gemma":[0.0013009141,0.00016480812,0.0003240009,0.00013017554,0.000079203885,0.000031094194,0.0015213767,0.00060624984,0.99584216],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960977,0.000033327164,0.000018610512,0.000094574905,0.00019511992,0.00004868995],"domain_scores_gemma":[0.9987367,0.00008716254,0.000043208704,0.00012682956,0.00066630106,0.00033982063],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029451455,0.0009754169,0.000629921,0.00074112904,0.0011615698,0.0035615428,0.0007553901,0.0008241825,0.8929941],"category_scores_gemma":[0.0013519203,0.0004182124,0.00030357568,0.00095568044,0.00024833495,0.0019037584,0.0011864913,0.0007991258,0.8985134],"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":[0.000033668268,0.000021104135,0.00020208534,0.000051093717,0.0000011644328,0.0000489459,0.00003170533,0.000037729693,0.00078122446,0.0010512219,0.9583638,0.03937623],"study_design_scores_gemma":[0.000009611413,0.000019171333,0.0004580416,0.000030187502,0.000002899248,0.00007304522,0.00006209256,0.00014526585,0.00035219433,0.00015133432,0.99869007,0.0000061662804],"about_ca_topic_score_codex":0.0049328706,"about_ca_topic_score_gemma":0.007954116,"teacher_disagreement_score":0.107005894,"about_ca_system_score_codex":0.0007332067,"about_ca_system_score_gemma":0.0010323446,"threshold_uncertainty_score":0.15263093},"labels":[],"label_agreement":null},{"id":"W6987476771","doi":"","title":"Support ***18-00 750 6584 Norton 360 support phone number Norton 360 phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Mobile phone tracking; Smart phone","score_opus":0.011845975726785809,"score_gpt":0.2588455289039674,"score_spread":0.24699955317718159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987476771","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":[0.0011613272,0.00026185106,0.0006094883,0.00075460837,0.0005870177,0.00006836092,0.0016238597,0.0021385127,0.9927948],"genre_scores_gemma":[0.0016063196,0.0001446364,0.0001803464,0.00009935577,0.00006518801,0.000017034281,0.0007099611,0.00029818632,0.99687886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960774,0.00003525792,0.00002127082,0.00008836425,0.00018849062,0.000058761318],"domain_scores_gemma":[0.9982992,0.0001077224,0.000072594834,0.00017153258,0.00076095894,0.00058801397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003117396,0.0009199402,0.00049323816,0.00085154775,0.0013227478,0.003378948,0.0007755099,0.0009203084,0.88092],"category_scores_gemma":[0.0017903671,0.00047185487,0.00028785816,0.0008165634,0.00021596569,0.0016573612,0.0015726441,0.00073410396,0.8397966],"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":[0.000051733794,0.000045020286,0.0003573198,0.00006604572,0.0000020133962,0.000103312836,0.000063130385,0.00004316749,0.00087744754,0.0013561419,0.9264244,0.07061031],"study_design_scores_gemma":[0.0000094712195,0.000022864777,0.00072088366,0.000035085297,0.0000026896944,0.00009177619,0.00008811069,0.000101717276,0.00022922736,0.00011706269,0.99857557,0.0000055187793],"about_ca_topic_score_codex":0.0076006884,"about_ca_topic_score_gemma":0.015646828,"teacher_disagreement_score":0.11908001,"about_ca_system_score_codex":0.0007071634,"about_ca_system_score_gemma":0.0011593484,"threshold_uncertainty_score":0.16985321},"labels":[],"label_agreement":null},{"id":"W6987571875","doi":"","title":"Symantec to buy LifeLock for $2.3B","year":2016,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Information and Cyber Security","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":"Identity theft; Identity (music); Software; Advice (programming); Quarter (Canadian coin)","score_opus":0.011241701010196063,"score_gpt":0.2484253167644586,"score_spread":0.23718361575426253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987571875","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":[0.001627129,0.00037473682,0.00026765405,0.0033773275,0.0009560227,0.000035451783,0.0008729376,0.00044428333,0.9920443],"genre_scores_gemma":[0.0029630752,0.00013365282,0.000059468486,0.00062016,0.00008436544,0.000009152146,0.00048793014,0.0001047129,0.99553764],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994198,0.000042408952,0.0000147400615,0.00006674518,0.0003246202,0.00013164362],"domain_scores_gemma":[0.99895716,0.00006199188,0.000040006606,0.00010478847,0.00043117444,0.00040484776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060189504,0.0005543824,0.00021818465,0.0011585905,0.0021136971,0.0049501555,0.0004881337,0.0020547954,0.5053303],"category_scores_gemma":[0.0018162066,0.00029460553,0.00036614356,0.0007076589,0.00047512798,0.0032229163,0.0018908808,0.0023927016,0.26290932],"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":[0.00003644956,0.000045331595,0.00022129304,0.000020387644,0.0000014187965,0.000064299486,0.00003636939,0.000026672666,0.00023939992,0.01297153,0.9666971,0.019639775],"study_design_scores_gemma":[0.0000075497014,0.000012906922,0.0004252588,0.000023838309,8.2302233e-7,0.000058642545,0.00007223207,0.0000739369,0.0002502515,0.0009887487,0.9980812,0.000004596828],"about_ca_topic_score_codex":0.0063141133,"about_ca_topic_score_gemma":0.016419973,"teacher_disagreement_score":0.5053303,"about_ca_system_score_codex":0.0015780359,"about_ca_system_score_gemma":0.0018325181,"threshold_uncertainty_score":0.70558625},"labels":[],"label_agreement":null},{"id":"W6991052905","doi":"","title":"Factors affecting Cybersecurity Readiness from Dynamic Capabilities Perspective: A Thematic Review","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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 en Outaouais","funders":"","keywords":"Dynamic capabilities; Categorization; Perspective (graphical); Thematic analysis; Key (lock); Strategic fit; Competitive advantage","score_opus":0.01074565418607786,"score_gpt":0.2710823255279695,"score_spread":0.26033667134189165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991052905","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":[0.023675434,0.9386433,0.0057713473,0.01078204,0.0007623204,0.00022476156,0.00041714267,0.00004108171,0.019682584],"genre_scores_gemma":[0.08314276,0.9112291,0.0030480486,0.00083079893,0.00019514517,0.00018455122,0.00026822535,0.00001690883,0.0010845126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900776,0.00035164296,0.00017016006,0.00012219732,0.00026073883,0.00008752927],"domain_scores_gemma":[0.992968,0.005228146,0.0006775932,0.00009335197,0.0009167661,0.00011607597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037444597,0.0006317893,0.0006657083,0.0116128735,0.00070475746,0.0031946627,0.0008888325,0.0010000503,0.0022190348],"category_scores_gemma":[0.008478173,0.00032968752,0.0012205202,0.011101605,0.0014397237,0.0042637032,0.0014580805,0.001310552,0.00034262385],"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":[0.00005938072,0.00013739732,0.017345881,0.07227171,0.00043021017,0.0006437988,0.016375897,0.0016992644,0.0013400214,0.090639204,0.017415669,0.78164154],"study_design_scores_gemma":[0.000014997804,0.00018121343,0.047955435,0.19430313,0.0014199229,0.002513121,0.0507878,0.0018548098,0.001814653,0.033798568,0.6652048,0.00015152778],"about_ca_topic_score_codex":0.003942024,"about_ca_topic_score_gemma":0.003805022,"teacher_disagreement_score":0.0116128735,"about_ca_system_score_codex":0.0025460627,"about_ca_system_score_gemma":0.008303095,"threshold_uncertainty_score":0.019802809},"labels":[],"label_agreement":null},{"id":"W6991374388","doi":"","title":"[07.06.22] Graduation Toronto","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Information and Cyber Security","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":0.005840545154381323,"score_gpt":0.18686907307029113,"score_spread":0.18102852791590981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991374388","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":[0.0003530052,0.00052157993,0.00024480748,0.0037349125,0.002758937,0.00011807561,0.011467678,0.002076425,0.97872454],"genre_scores_gemma":[0.0009174096,0.00017669768,0.00004912322,0.00036544047,0.00009953958,0.00001941819,0.0017897869,0.00034417465,0.99623835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934894,0.00004318838,0.000019330202,0.00010366579,0.000241662,0.00024317837],"domain_scores_gemma":[0.99888605,0.000030096342,0.000018356814,0.00008386327,0.0004872245,0.000494395],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007360416,0.0009251261,0.0010181149,0.0014214985,0.004022639,0.005460844,0.0012974772,0.0021366735,0.81749016],"category_scores_gemma":[0.0016017313,0.00048743573,0.00068142597,0.0017508643,0.0006568719,0.0015836864,0.0026063218,0.0023096576,0.76186997],"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":[0.000018356328,0.000009141017,0.00009651896,0.00003075936,0.0000011154393,0.000018339737,0.000032821583,0.000015896776,0.000036524267,0.0009696995,0.9897461,0.009024726],"study_design_scores_gemma":[0.000007528123,0.000010519252,0.0007183557,0.00004669553,0.0000012757736,0.000008458198,0.000058562502,0.000018198272,0.00004212334,0.00021860506,0.99886465,0.0000049395458],"about_ca_topic_score_codex":0.13791105,"about_ca_topic_score_gemma":0.36026704,"teacher_disagreement_score":0.18250984,"about_ca_system_score_codex":0.004373786,"about_ca_system_score_gemma":0.0051366836,"threshold_uncertainty_score":0.27421665},"labels":[],"label_agreement":null},{"id":"W6991881652","doi":"","title":"The international legal environment for information systems reliability assurance services: The CPA/CA SysTrust","year":2000,"lang":"en","type":"article","venue":"Digital Archive @ University of South Florida (University of South Florida)","topic":"Information and Cyber Security","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":"Reliability (semiconductor); Risk management; Information system; Information assurance; Risk assessment; International law; Information technology","score_opus":0.004445003655422262,"score_gpt":0.14664006439823937,"score_spread":0.1421950607428171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991881652","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":[0.028448096,0.006588738,0.012143696,0.16350198,0.0017936139,0.00013439101,0.00023342046,0.00030741235,0.78684855],"genre_scores_gemma":[0.8638198,0.0058799675,0.022527007,0.041219413,0.0030375381,0.00027637347,0.00039313722,0.00020500821,0.0626417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904066,0.0016392599,0.0005670512,0.0008423915,0.0054441215,0.0011005711],"domain_scores_gemma":[0.9810509,0.006543445,0.002597967,0.0020498524,0.0056055,0.0021523056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004826,0.00027129945,0.00020042047,0.0027034984,0.008759777,0.017335597,0.0013153972,0.006906235,0.0070814523],"category_scores_gemma":[0.028223975,0.000331278,0.00046737678,0.003645966,0.012289801,0.009149915,0.0039428123,0.009229257,0.0012074853],"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":[0.000017787195,0.00002939955,0.002961539,0.000041439183,0.000006390098,0.00037297362,0.0020941298,0.00032466685,0.00029050844,0.90661055,0.052495684,0.034754924],"study_design_scores_gemma":[0.0000212856,0.00009106326,0.014592998,0.0005495915,0.000040462677,0.001370014,0.0034784428,0.002491101,0.0007636495,0.092303954,0.88419944,0.00009794028],"about_ca_topic_score_codex":0.070277005,"about_ca_topic_score_gemma":0.070915364,"teacher_disagreement_score":0.070277005,"about_ca_system_score_codex":0.008140467,"about_ca_system_score_gemma":0.029257238,"threshold_uncertainty_score":0.13973588},"labels":[],"label_agreement":null},{"id":"W6992062654","doi":"","title":"Investigating User Inaction in Post-Breach Situations","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Work (physics); Test (biology); Information system; Information security; Data breach","score_opus":0.009031812535702953,"score_gpt":0.24494424056218633,"score_spread":0.23591242802648338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992062654","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":[0.9942298,0.00007183766,0.0009092151,0.00027198164,0.0000065469944,0.000047075286,0.000028791039,0.00000908695,0.0044257212],"genre_scores_gemma":[0.99907315,0.000052922955,0.00037628232,0.00006227747,0.000004038747,0.000041078896,0.00002859887,0.0000033230097,0.00035826542],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993537,0.003809833,0.00047620642,0.0004788231,0.000958107,0.0007400289],"domain_scores_gemma":[0.9340802,0.037337646,0.017826367,0.0036960565,0.004863973,0.0021957478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0078288345,0.00033300725,0.00039725495,0.0019599362,0.0028816112,0.0047282143,0.0010176881,0.0018378211,0.00315968],"category_scores_gemma":[0.050767004,0.00041245334,0.00038766547,0.0011506885,0.0025240663,0.0050945566,0.0033192572,0.002341843,0.00057761866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038193614,0.0009112641,0.6078048,0.00021735932,0.00006704591,0.0005969438,0.36009383,0.0003998086,0.0019495711,0.004422476,0.0005691627,0.02258583],"study_design_scores_gemma":[0.000019053196,0.0008036239,0.54418904,0.0002140296,0.000058621124,0.0006337903,0.4412631,0.0032295843,0.0012946298,0.0037536807,0.004444793,0.00009594267],"about_ca_topic_score_codex":0.0056729442,"about_ca_topic_score_gemma":0.0059581227,"teacher_disagreement_score":0.0078288345,"about_ca_system_score_codex":0.0019281675,"about_ca_system_score_gemma":0.0014620001,"threshold_uncertainty_score":0.041403294},"labels":[],"label_agreement":null},{"id":"W6992926950","doi":"","title":"+1!!888!!879!!0163 Norton Antivirus technical support phone number usa","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Smart phone; Mobile phone tracking","score_opus":0.011278478982052849,"score_gpt":0.262435571065162,"score_spread":0.25115709208310916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992926950","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":[0.000683777,0.000264119,0.0013879099,0.0005052025,0.0004769396,0.00009913345,0.0019285609,0.0038771953,0.99077713],"genre_scores_gemma":[0.0010542902,0.00017276601,0.00036433086,0.000102475045,0.00004892871,0.000020195224,0.0009285618,0.0005303632,0.99677795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999537,0.000032344542,0.000023492206,0.0001102933,0.00024579448,0.00005106858],"domain_scores_gemma":[0.9985379,0.00011857477,0.0000597168,0.00015173218,0.0007580889,0.00037391405],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036664322,0.0011254605,0.00063131505,0.0012272829,0.0012307732,0.004459389,0.00091980124,0.0009748079,0.8621499],"category_scores_gemma":[0.0015296136,0.00061413617,0.0003794088,0.0011333029,0.0002825263,0.0023375656,0.0013557723,0.00085413764,0.84761345],"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":[0.00004392564,0.000044959546,0.0002820391,0.00008198231,0.0000021527464,0.00007778892,0.00004731086,0.000071433176,0.0015682019,0.002589265,0.91779,0.077400886],"study_design_scores_gemma":[0.000010382549,0.000026663332,0.00043096382,0.000043865504,0.0000041995604,0.00010147712,0.000056241228,0.00023272647,0.0004787243,0.00026318876,0.9983436,0.000007943877],"about_ca_topic_score_codex":0.0061085527,"about_ca_topic_score_gemma":0.012530976,"teacher_disagreement_score":0.1378501,"about_ca_system_score_codex":0.0009454668,"about_ca_system_score_gemma":0.0012763548,"threshold_uncertainty_score":0.19662642},"labels":[],"label_agreement":null},{"id":"W6993054722","doi":"","title":"Norton Support 18-00 750 6584 Norton 360 support phone number Norton 360 phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Smart phone; Mobile phone tracking","score_opus":0.011805665020790704,"score_gpt":0.2580860780317638,"score_spread":0.24628041301097311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993054722","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":[0.0008979375,0.00040959162,0.0006450474,0.0005885033,0.00040757091,0.000052733405,0.0016115084,0.0021615315,0.99322563],"genre_scores_gemma":[0.0011980911,0.00021125279,0.00020321777,0.00007838532,0.00003918939,0.000012622271,0.0006682399,0.00035572736,0.9972332],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957997,0.000029250416,0.000022261689,0.000100828074,0.00022200387,0.00004572518],"domain_scores_gemma":[0.9988279,0.00008828597,0.000058195907,0.00012213291,0.00054889073,0.00035459062],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029817218,0.001015881,0.00056621176,0.0010757052,0.0012883273,0.0039627743,0.00087830896,0.0011036788,0.8623298],"category_scores_gemma":[0.0014562295,0.0006262285,0.00032508821,0.0011876537,0.00026836232,0.002323105,0.0013896908,0.00085343065,0.8111996],"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":[0.00007498911,0.00005570385,0.0003673689,0.000109337365,0.0000032586709,0.00017034472,0.000086987726,0.00007949306,0.0013670736,0.003937219,0.9063039,0.08744442],"study_design_scores_gemma":[0.000008435255,0.00001933012,0.00045321937,0.000045274006,0.0000035842208,0.00009810019,0.00008046141,0.00012967801,0.00029403114,0.00018058656,0.99868065,0.0000065343484],"about_ca_topic_score_codex":0.012438232,"about_ca_topic_score_gemma":0.029601144,"teacher_disagreement_score":0.13767022,"about_ca_system_score_codex":0.0010546594,"about_ca_system_score_gemma":0.0013913859,"threshold_uncertainty_score":0.19636989},"labels":[],"label_agreement":null},{"id":"W6993158876","doi":"","title":"Nipawin Saskatchewan: 7 Things You Didn't Know with Mike Hidlebaugh","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Information and Cyber Security","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":"Disclaimer; Currency; Liability; Real estate; Need to know; Social media; Wine tasting","score_opus":0.0036463180057680344,"score_gpt":0.16685923002920136,"score_spread":0.16321291202343333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993158876","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":[0.0011320825,0.00076330936,0.0005923793,0.006433824,0.002328376,0.00014674153,0.005450077,0.0011857415,0.98196733],"genre_scores_gemma":[0.0023123953,0.00044202758,0.00021366905,0.0010049564,0.000055241617,0.000046499124,0.0011359653,0.00030624107,0.99448305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973506,0.000021754435,0.0000061151477,0.000046577195,0.00009188573,0.00009860918],"domain_scores_gemma":[0.9987374,0.000049336515,0.000012456273,0.00005027985,0.0004832008,0.00066720124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036804593,0.00079015957,0.00046499094,0.00041094862,0.004192058,0.0038844931,0.00094013824,0.0017714275,0.7955573],"category_scores_gemma":[0.0012155668,0.0005145148,0.0002807466,0.00081268285,0.00070515624,0.0029197328,0.003263872,0.002575972,0.606689],"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":[0.000015762611,0.000014246242,0.00012960462,0.000030090772,7.551376e-7,0.00007684608,0.000109598535,0.000018229668,0.00021217397,0.00049325346,0.98665375,0.012245703],"study_design_scores_gemma":[0.0000040897658,0.0000041157227,0.00041693263,0.00004166742,7.84387e-7,0.00002847624,0.00041420534,0.000024886023,0.00010108777,0.000117279524,0.99884075,0.000005596683],"about_ca_topic_score_codex":0.15343168,"about_ca_topic_score_gemma":0.5364935,"teacher_disagreement_score":0.84656835,"about_ca_system_score_codex":0.0033429023,"about_ca_system_score_gemma":0.0059211897,"threshold_uncertainty_score":0.3050772},"labels":[],"label_agreement":null},{"id":"W6993199823","doi":"","title":"+1800 750 6584 Norton support phone number 1800 750 6584 norton tech support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Service (business); Security controls; The Internet; Toll; Mobile phone; Password","score_opus":0.010168337754700966,"score_gpt":0.2544022479856387,"score_spread":0.24423391023093774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993199823","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":[0.0005525201,0.00017948491,0.00076641224,0.00029261917,0.0003750898,0.000091436,0.0018768776,0.0023132623,0.9935523],"genre_scores_gemma":[0.0007251919,0.00013515183,0.00021105335,0.00007597065,0.000040703195,0.000020936988,0.00084422587,0.00038965585,0.99755716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955755,0.000032403866,0.000022993216,0.000112674614,0.00022012912,0.000054221524],"domain_scores_gemma":[0.9986563,0.00008748278,0.000051053277,0.00013147182,0.00072296715,0.00035071856],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003121438,0.00091655337,0.00063360896,0.0011353283,0.0013409613,0.003716894,0.0008225125,0.0010160732,0.91470224],"category_scores_gemma":[0.0014917849,0.00056773704,0.00034634903,0.0013457906,0.0002775902,0.0023259015,0.0013234995,0.0008267274,0.9003963],"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":[0.000041348452,0.000036931564,0.0002526786,0.00007317598,0.0000016542218,0.00006670035,0.000042670516,0.000064507774,0.00093323976,0.0021892856,0.93511355,0.06118421],"study_design_scores_gemma":[0.000011239613,0.000028254823,0.00045271614,0.00005194573,0.0000035905466,0.00008956743,0.00006691645,0.00015071142,0.0002904446,0.00018603101,0.9986607,0.000007882041],"about_ca_topic_score_codex":0.008511593,"about_ca_topic_score_gemma":0.015947998,"teacher_disagreement_score":0.08529776,"about_ca_system_score_codex":0.0009869364,"about_ca_system_score_gemma":0.0014172344,"threshold_uncertainty_score":0.12166691},"labels":[],"label_agreement":null},{"id":"W6993221897","doi":"","title":"norton antivirus customer support 1.888!!879!!0163 number norton internet security technical support norton technical support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Service (business); Mobile phone; Smart phone; Internet access","score_opus":0.01000451917460201,"score_gpt":0.26705627779951036,"score_spread":0.25705175862490837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6993221897","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":[0.00091772113,0.00066881557,0.0020080095,0.000769198,0.00043821815,0.00009514378,0.0030288352,0.0071106767,0.98496336],"genre_scores_gemma":[0.001672979,0.00041174475,0.00057429785,0.00014093069,0.000058582766,0.000025790961,0.0016878082,0.0010913777,0.99433655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993291,0.000041771043,0.000031395117,0.000121826626,0.00041328795,0.00006265293],"domain_scores_gemma":[0.9984464,0.00014499333,0.00007604584,0.00019176705,0.0008455439,0.00029528217],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046330524,0.0014138691,0.0007081088,0.0015392401,0.0011715635,0.0049975994,0.0012474142,0.0011990914,0.77559686],"category_scores_gemma":[0.001894926,0.0008917374,0.0003940798,0.0014211606,0.00032440491,0.0032406268,0.0014618671,0.0012499559,0.75326407],"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":[0.00006820309,0.000054131353,0.00027343645,0.00011091452,0.0000035614944,0.00013666549,0.00008552398,0.000094205396,0.0012899747,0.004867014,0.90877867,0.08423767],"study_design_scores_gemma":[0.000009206956,0.000018401877,0.00032463315,0.000050182083,0.0000041950752,0.00012833532,0.00006219874,0.00025337248,0.0004579013,0.0003164994,0.99836606,0.000008933539],"about_ca_topic_score_codex":0.009517495,"about_ca_topic_score_gemma":0.015342893,"teacher_disagreement_score":0.22440314,"about_ca_system_score_codex":0.001033145,"about_ca_system_score_gemma":0.0012842941,"threshold_uncertainty_score":0.3200838},"labels":[],"label_agreement":null},{"id":"W6996634839","doi":"","title":"The Spyware Industrial Complex","year":2024,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Information and Cyber Security","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":"Espionage; Industrial espionage; Government (linguistics); Incentive; Cybercrime; Amnesty; Service (business); Cyberwarfare","score_opus":0.028532325955035662,"score_gpt":0.2544412126359572,"score_spread":0.22590888668092154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996634839","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":[0.4005555,0.00081054703,0.008674783,0.009216398,0.00013866877,0.00029867853,0.00016926414,0.0012439706,0.57889223],"genre_scores_gemma":[0.85207194,0.00074238726,0.0060892766,0.0013851973,0.00011284252,0.00010811684,0.00031995366,0.00030020167,0.13887006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982609,0.00023469837,0.000047598496,0.00031163997,0.0006148103,0.00053042284],"domain_scores_gemma":[0.9976331,0.0004273424,0.0002539414,0.00044976853,0.00029672202,0.0009391976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011828487,0.0004607012,0.00019869297,0.0025715225,0.009703641,0.009136514,0.0014556339,0.0015646375,0.045856602],"category_scores_gemma":[0.0031917442,0.0005372152,0.00028700836,0.0020772389,0.005220391,0.0060229935,0.007171736,0.003231873,0.0080884565],"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":[0.00013033241,0.0011703525,0.050395824,0.00015937595,0.000030896434,0.0045347633,0.045149587,0.0015082685,0.0042590713,0.29068837,0.10013939,0.5018337],"study_design_scores_gemma":[0.00003637259,0.00034123767,0.053623166,0.00019170032,0.000016604026,0.0023025023,0.049995076,0.0035833418,0.0021865377,0.049194563,0.83845425,0.00007470028],"about_ca_topic_score_codex":0.00952653,"about_ca_topic_score_gemma":0.015357646,"teacher_disagreement_score":0.045856602,"about_ca_system_score_codex":0.0047282996,"about_ca_system_score_gemma":0.0047331243,"threshold_uncertainty_score":0.1534056},"labels":[],"label_agreement":null},{"id":"W6999730985","doi":"","title":"Digital hacking and cyber-attacks: cyber security from Islamic perspective","year":2022,"lang":"en","type":"article","venue":"The International Islamic University Malaysia Repository (The International Islamic University Malaysia)","topic":"Information and Cyber Security","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":"Hacker; Islam; Confidentiality; Perspective (graphical); The Internet; Power (physics); Quarter (Canadian coin)","score_opus":0.005931296143712776,"score_gpt":0.18998836188449195,"score_spread":0.18405706574077918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999730985","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":[0.07947448,0.08133629,0.0096907895,0.11987165,0.0017113794,0.000056184064,0.00009717025,0.000034007942,0.70772815],"genre_scores_gemma":[0.91917276,0.049525574,0.0021793114,0.0074184616,0.0016621366,0.000028460247,0.000040450093,0.00001336026,0.019959422],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99919504,0.00035595347,0.00003230737,0.000059515587,0.00022355102,0.00013359539],"domain_scores_gemma":[0.9993087,0.00028511585,0.00016758697,0.000037824288,0.00010294834,0.00009782405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281489,0.0003369639,0.0001954856,0.0012370145,0.002583139,0.005405977,0.00029294856,0.002728441,0.0030920296],"category_scores_gemma":[0.00084688363,0.00014706011,0.00021838715,0.0011621298,0.0109209465,0.0049789,0.0021959206,0.0035479306,0.0004001813],"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":[0.000014050333,0.00004863087,0.002035069,0.0001546993,0.000008029227,0.00066427904,0.01168847,0.0003546246,0.00023048918,0.95264965,0.007930233,0.024221934],"study_design_scores_gemma":[0.000008303907,0.00009652468,0.008401074,0.0015479486,0.000018528548,0.002358779,0.027543793,0.0014501081,0.00039194763,0.60944515,0.34869766,0.000040168994],"about_ca_topic_score_codex":0.0017511409,"about_ca_topic_score_gemma":0.002002708,"teacher_disagreement_score":0.005405977,"about_ca_system_score_codex":0.001654725,"about_ca_system_score_gemma":0.0015366356,"threshold_uncertainty_score":0.012005985},"labels":[],"label_agreement":null},{"id":"W6999796589","doi":"","title":"Don Christie, Participant","year":2025,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Information and Cyber Security","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":"Aerospace; Product (mathematics); Work (physics); Information security; Industry 4.0","score_opus":0.026366654444252707,"score_gpt":0.23271488752433084,"score_spread":0.20634823308007813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999796589","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002230059,0.006410386,0.0011215339,0.7528274,0.15724185,0.00021298445,0.00036283644,0.00030593367,0.07928702],"genre_scores_gemma":[0.022275902,0.004393007,0.000998613,0.49688968,0.018065555,0.0005383123,0.00024861665,0.00037565347,0.4562146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99235415,0.002103565,0.00020369394,0.0011972192,0.0026248388,0.0015165678],"domain_scores_gemma":[0.96688294,0.002944581,0.0005047161,0.0007442526,0.01039316,0.018530373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008540975,0.00082683924,0.00064362335,0.0008490608,0.007987311,0.007897523,0.0017931918,0.006603993,0.08579843],"category_scores_gemma":[0.031017823,0.00045849048,0.00045535018,0.00042063894,0.0033294586,0.0053831604,0.0057899663,0.015823878,0.021048373],"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":[0.000013392448,0.00001672425,0.00016308526,0.000029050683,0.0000016352242,0.000102838254,0.00041385143,0.000012399166,0.0000861544,0.0015184876,0.9923787,0.005263742],"study_design_scores_gemma":[0.000005226355,0.000007217097,0.0001037858,0.000058158457,0.000001333718,0.00017884655,0.0017456259,0.000013155505,0.000048175112,0.00041295346,0.9974172,0.000008354966],"about_ca_topic_score_codex":0.007245731,"about_ca_topic_score_gemma":0.012503904,"teacher_disagreement_score":0.91420156,"about_ca_system_score_codex":0.0045478987,"about_ca_system_score_gemma":0.01862561,"threshold_uncertainty_score":0.28702432},"labels":[],"label_agreement":null},{"id":"W6999921721","doi":"","title":"Document Security Systems, Inc. Reports Fourth Quarter and Year Ended 2017 Financial Results","year":2018,"lang":"en","type":"other","venue":"","topic":"Information and Cyber Security","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":"Quarter (Canadian coin); Financial security; Work (physics); Payment","score_opus":0.007820810737793782,"score_gpt":0.2290472987891305,"score_spread":0.2212264880513367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999921721","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":[0.0016956654,0.0006408227,0.0004442762,0.007311912,0.0029178055,0.00022315825,0.018542685,0.001857441,0.96636623],"genre_scores_gemma":[0.0052137403,0.0007734563,0.00018556925,0.0007984279,0.00039111014,0.00011010773,0.008341173,0.00039504643,0.98379123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955592,0.00026186623,0.00021636077,0.00028718964,0.0030725533,0.00060285744],"domain_scores_gemma":[0.9865784,0.001265117,0.0005847446,0.0013267249,0.009091386,0.0011535473],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00309402,0.0012982041,0.0007864097,0.0051325574,0.0032631704,0.010002936,0.0013701016,0.0028135506,0.46484768],"category_scores_gemma":[0.013179601,0.00053378317,0.00064957194,0.0037146448,0.0010430317,0.003413663,0.0019493641,0.0027966711,0.5178273],"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":[0.00003377231,0.000048933452,0.0004096888,0.000038795322,0.000003164316,0.000028363947,0.000018912633,0.000035118515,0.00012539538,0.0032882444,0.98009974,0.015869955],"study_design_scores_gemma":[0.000027384462,0.00003897443,0.0019797615,0.00009662735,0.000008572461,0.00004271927,0.000114710296,0.00020155143,0.0010364461,0.0013982413,0.99504024,0.000014779431],"about_ca_topic_score_codex":0.015151107,"about_ca_topic_score_gemma":0.02004821,"teacher_disagreement_score":0.46484768,"about_ca_system_score_codex":0.0037155575,"about_ca_system_score_gemma":0.0068733995,"threshold_uncertainty_score":0.7633298},"labels":[],"label_agreement":null},{"id":"W7001252458","doi":"","title":"Information Security Glossary of Terms . Green Book. Issue 1. November 2012.CCSDS 350.8-G-1","year":2012,"lang":"en","type":"article","venue":"Biblioteca Digital da Memória Científica do INPE (National Institute for Space Research)","topic":"Information and Cyber Security","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":"Glossary; Information security; Information system; Information source (mathematics); Data security","score_opus":0.04179680274524471,"score_gpt":0.3267794920075416,"score_spread":0.28498268926229686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001252458","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":[0.00053517445,0.05199756,0.012559415,0.010509837,0.008866433,0.0006214651,0.07019811,0.0034332091,0.8412788],"genre_scores_gemma":[0.005269344,0.07702262,0.01564018,0.0080641415,0.0036247391,0.0009968099,0.09857966,0.004177661,0.7866249],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978193,0.00029961238,0.0004028093,0.00021464587,0.0011322133,0.00013150804],"domain_scores_gemma":[0.9943446,0.0015212881,0.00044784328,0.00057725975,0.0028403953,0.00026873784],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015578417,0.0019587695,0.0019483402,0.016289514,0.0023725731,0.0072125606,0.0017602779,0.0023249083,0.3010804],"category_scores_gemma":[0.0089282915,0.0010835727,0.0009048894,0.021995148,0.001420844,0.007721397,0.0023228708,0.004079891,0.3693826],"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":[0.000013451923,0.000011752641,0.000052895186,0.00073440565,0.000003693022,0.00003769754,0.00013588554,0.00010710667,0.0002317371,0.012677296,0.94206536,0.04392873],"study_design_scores_gemma":[0.000001810112,0.0000043306823,0.00015606344,0.00066951674,0.0000033239917,0.00007299341,0.00004803511,0.000038220343,0.00004967518,0.0026932526,0.9962548,0.000007920546],"about_ca_topic_score_codex":0.013126731,"about_ca_topic_score_gemma":0.014446026,"teacher_disagreement_score":0.3010804,"about_ca_system_score_codex":0.0030702485,"about_ca_system_score_gemma":0.0041107885,"threshold_uncertainty_score":0.996924},"labels":[],"label_agreement":null},{"id":"W7002255528","doi":"","title":"Norton 360 Support phone number 1888-879-0163 Norton 360 technical help telephone number, Norton technical help Support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Mobile phone tracking; Smart phone","score_opus":0.010325009907506682,"score_gpt":0.2615760131223024,"score_spread":0.2512510032147957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002255528","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":[0.00071794365,0.00036824905,0.0009098372,0.00071832136,0.0005489632,0.00007414616,0.001988799,0.0023917276,0.992282],"genre_scores_gemma":[0.0010047277,0.000186719,0.00023238729,0.00008371465,0.000042511478,0.000015077212,0.0006613132,0.00031993474,0.9974535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994704,0.000035925004,0.00002731024,0.00013038545,0.00028284974,0.000053112097],"domain_scores_gemma":[0.99865425,0.000108720094,0.00005921972,0.00012487927,0.00069297,0.0003599594],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003578922,0.0011185,0.0006784736,0.001141047,0.0014681085,0.0040884195,0.0010063512,0.001226532,0.8794275],"category_scores_gemma":[0.0015474742,0.00064648886,0.00031691484,0.0013338964,0.0003035175,0.0024435287,0.0012706788,0.0009114155,0.83425844],"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":[0.000056323428,0.000039941995,0.000290427,0.000082470695,0.000002191378,0.0001109501,0.00006498305,0.000068752655,0.0010909297,0.0027528666,0.9281712,0.06726907],"study_design_scores_gemma":[0.0000090508875,0.000019908339,0.00038123404,0.000042554515,0.0000035487185,0.00010044792,0.00008707879,0.00016960864,0.00028387285,0.00018249825,0.99871385,0.0000064188916],"about_ca_topic_score_codex":0.0127626415,"about_ca_topic_score_gemma":0.02775115,"teacher_disagreement_score":0.12057251,"about_ca_system_score_codex":0.0011356809,"about_ca_system_score_gemma":0.001581162,"threshold_uncertainty_score":0.17198205},"labels":[],"label_agreement":null},{"id":"W7006744596","doi":"","title":"Webroot antivirus customer !-844-486-3321 support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Toll; Service (business); The Internet; Mobile phone; Mobile phone tracking","score_opus":0.010671397330455478,"score_gpt":0.2563016537074869,"score_spread":0.24563025637703145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006744596","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":[0.00051939423,0.00008253235,0.0005319751,0.00035103323,0.00029255546,0.00009748431,0.00207111,0.002994554,0.9930594],"genre_scores_gemma":[0.001712159,0.0000761308,0.00018178707,0.00020839866,0.000055781988,0.000032409633,0.0011427469,0.00051926426,0.99607134],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994648,0.000044342174,0.000021937616,0.00011076091,0.00024602693,0.00011212821],"domain_scores_gemma":[0.9977843,0.00018309298,0.00007136815,0.00021900407,0.0011563536,0.0005858109],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039107385,0.00091782137,0.0005791059,0.0011282982,0.0017947339,0.0040911287,0.0010212784,0.0017107584,0.9248007],"category_scores_gemma":[0.0020199171,0.00051263033,0.00029752727,0.0010571103,0.0003182052,0.002692069,0.001849946,0.0013303359,0.92067957],"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":[0.000028473243,0.00005254947,0.00021480142,0.000045129542,0.0000010679905,0.000038157665,0.000037799822,0.000022310915,0.00040575978,0.000926279,0.96547157,0.032756157],"study_design_scores_gemma":[0.000016105565,0.000029307053,0.00054637407,0.000050591854,0.0000024859994,0.00007232126,0.00013873813,0.00015090388,0.00031833857,0.00017274212,0.99849427,0.000007789368],"about_ca_topic_score_codex":0.0056855567,"about_ca_topic_score_gemma":0.008235338,"teacher_disagreement_score":0.075199306,"about_ca_system_score_codex":0.00075123797,"about_ca_system_score_gemma":0.0011811396,"threshold_uncertainty_score":0.10726267},"labels":[],"label_agreement":null},{"id":"W7008039747","doi":"","title":"Assessing staff awareness and effectiveness of educational training on IT security and privacy in a large healthcare organization","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Information and Cyber Security","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":"Health care; Information security; Perception; Personally identifiable information; Training (meteorology); Security awareness; Health education; Information technology","score_opus":0.14142213288889285,"score_gpt":0.5166989074681015,"score_spread":0.3752767745792087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008039747","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":[0.9989279,0.00013253407,0.000060102942,0.00018747748,0.000006308006,0.00007561848,0.000050030692,0.000008062541,0.0005519063],"genre_scores_gemma":[0.99906784,0.00018628106,0.00033202046,0.00007166067,0.0000067976252,0.00006960124,0.00006432951,0.0000018134876,0.00019975075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953052,0.0014945396,0.00038570346,0.00021468737,0.0016933179,0.00090648787],"domain_scores_gemma":[0.9818069,0.0042088,0.004652179,0.00042258142,0.003944559,0.00496497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006723572,0.00027708994,0.00035494965,0.00070640596,0.0012475091,0.0009909077,0.0008516897,0.0004593891,0.0011370379],"category_scores_gemma":[0.018726783,0.00038650015,0.000498386,0.0008392764,0.0005351326,0.0005296049,0.0009870064,0.00075723167,0.00019222639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076755433,0.0036177677,0.91491306,0.00038293464,0.00014699144,0.000108175795,0.0108988155,0.00027758259,0.0007140767,0.000043100117,0.0014076157,0.06672249],"study_design_scores_gemma":[0.000026103307,0.0015739285,0.9901556,0.000121949844,0.000042751748,0.000022735965,0.00693937,0.00028997895,0.00023935006,0.000011594346,0.0005598608,0.000016877028],"about_ca_topic_score_codex":0.13814071,"about_ca_topic_score_gemma":0.18248379,"teacher_disagreement_score":0.13814071,"about_ca_system_score_codex":0.006336255,"about_ca_system_score_gemma":0.011956641,"threshold_uncertainty_score":0.27467328},"labels":[],"label_agreement":null},{"id":"W7008208284","doi":"","title":"Athletics Council Report to Faculty Senate, Fall Quarter, October 4, 2010","year":2010,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Information and Cyber Security","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":"Quarter (Canadian coin); Research council; Annual report; Fall of man","score_opus":0.021079673463561554,"score_gpt":0.2430046908703673,"score_spread":0.22192501740680576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008208284","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":[0.014035958,0.0045581036,0.0011440562,0.2665372,0.0411616,0.0025873764,0.052939992,0.0024909836,0.61454475],"genre_scores_gemma":[0.008212516,0.0010831448,0.00045058312,0.01679901,0.0013685733,0.0005464607,0.0072426563,0.000292333,0.9640047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956958,0.00034089066,0.00020978243,0.00025440045,0.0023792614,0.001119882],"domain_scores_gemma":[0.9875729,0.0004343282,0.0004252578,0.00021878563,0.0073111095,0.0040376745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003908841,0.0008721706,0.0006744096,0.002126609,0.010636271,0.005822391,0.0018153363,0.0051548257,0.18168856],"category_scores_gemma":[0.008159192,0.00072823325,0.0005710182,0.0024219712,0.0007299031,0.0020181492,0.0028864874,0.005210413,0.093313545],"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":[0.000047076148,0.000060623508,0.00050882937,0.000027552658,0.0000025599188,0.000034861594,0.00004649975,0.000014952274,0.00009993049,0.0002081523,0.9945201,0.0044288062],"study_design_scores_gemma":[0.000037293776,0.00010380032,0.011938505,0.00008811678,0.000010548516,0.00003472481,0.001470292,0.00005467013,0.00033405225,0.00015338584,0.98574674,0.000027869883],"about_ca_topic_score_codex":0.16898365,"about_ca_topic_score_gemma":0.39217567,"teacher_disagreement_score":0.18168856,"about_ca_system_score_codex":0.0051073097,"about_ca_system_score_gemma":0.036818415,"threshold_uncertainty_score":0.6078088},"labels":[],"label_agreement":null},{"id":"W7008325771","doi":"","title":"Call USA 1 888 879 0163 NORTON support phone number 1 888 879 0163 USA/canada NORTON Tech Support Number @@!1-888- 879 0163 ;!!NORTON Support Number for @@@@@NORTON","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Phone call; Service (business); Telephone number; Helpline; Telephone line","score_opus":0.0107696233153969,"score_gpt":0.2563164890235014,"score_spread":0.2455468657081045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008325771","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":[0.0004152,0.00014889728,0.000520515,0.00038429155,0.00034152067,0.000065261964,0.0012249486,0.0025319392,0.9943674],"genre_scores_gemma":[0.00052918156,0.00009874474,0.00014029506,0.000099527555,0.00002783346,0.000013141691,0.00044089736,0.00035164275,0.9982987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966264,0.000021764625,0.0000151419945,0.000082783525,0.00016732274,0.000050360515],"domain_scores_gemma":[0.9984763,0.000110123954,0.00004621182,0.00013938348,0.0006309324,0.00059705286],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029170443,0.0009860848,0.00067628064,0.0011108392,0.0015927887,0.0037693707,0.000819868,0.0014547775,0.93651056],"category_scores_gemma":[0.0015648132,0.00064192154,0.00045022092,0.0011285648,0.00033143882,0.0024100086,0.0015923309,0.0010131042,0.9313164],"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":[0.000037081736,0.000033644923,0.00021434702,0.00006589153,0.0000018035718,0.00005852728,0.000044322736,0.000027393226,0.0009203332,0.001305528,0.9521277,0.04516341],"study_design_scores_gemma":[0.000009972212,0.000021584581,0.00044680678,0.00004494955,0.000004451202,0.0000660024,0.00009097541,0.00009649342,0.0003153625,0.00016873651,0.9987276,0.000007063027],"about_ca_topic_score_codex":0.00831754,"about_ca_topic_score_gemma":0.02193921,"teacher_disagreement_score":0.06348944,"about_ca_system_score_codex":0.0009836832,"about_ca_system_score_gemma":0.0014246792,"threshold_uncertainty_score":0.0905599},"labels":[],"label_agreement":null},{"id":"W7010605117","doi":"","title":"The Influence of Moral Values on Information Security Policy Compliance in AI-Monitored Environments","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"McMaster University","funders":"","keywords":"Compliance (psychology); Information security; Work (physics); Security policy; Information security management; Information systems security; Data security; Critical security studies","score_opus":0.009537315046605646,"score_gpt":0.26556317853362005,"score_spread":0.2560258634870144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010605117","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":[0.97308785,0.00010321751,0.0017364998,0.0017847396,0.000023123594,0.000019999992,0.000027203956,0.000011989032,0.023205468],"genre_scores_gemma":[0.9993861,0.000029476669,0.00019658975,0.000091000846,0.0000047911126,0.0000069665684,0.000007810264,0.0000041648505,0.00027309358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9829379,0.011894222,0.00038386357,0.0007939613,0.002095913,0.0018941633],"domain_scores_gemma":[0.85301125,0.08124905,0.03740849,0.0057844524,0.007912647,0.014634113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01076198,0.00027806382,0.00026593043,0.0011754077,0.0037100331,0.0062083723,0.00064317696,0.0011904961,0.0041486565],"category_scores_gemma":[0.06469447,0.0003035942,0.00030722478,0.0008732724,0.005369338,0.002147273,0.0034079785,0.0033442925,0.00037117538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041500336,0.0021208166,0.83782685,0.00014495742,0.00020583063,0.00053560524,0.056006465,0.0023614021,0.0015208629,0.037670404,0.0022965518,0.05889532],"study_design_scores_gemma":[0.00005632177,0.0004343437,0.8797753,0.00028294243,0.000089920686,0.00024061635,0.06970917,0.006926613,0.0010989128,0.032306865,0.008965892,0.00011317088],"about_ca_topic_score_codex":0.006102647,"about_ca_topic_score_gemma":0.008976186,"teacher_disagreement_score":0.01076198,"about_ca_system_score_codex":0.0036006165,"about_ca_system_score_gemma":0.0046382584,"threshold_uncertainty_score":0.056915462},"labels":[],"label_agreement":null},{"id":"W7010799755","doi":"","title":"IRC frames model national security code for buildings","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Information and Cyber Security","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":"Code (set theory); Frame (networking); National security; Field (mathematics); Building code","score_opus":0.018046692779139634,"score_gpt":0.2641700566166061,"score_spread":0.24612336383746644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010799755","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":[0.013150307,0.00041888354,0.20872915,0.0062936815,0.0021268541,0.0014990077,0.022931084,0.009199694,0.7356514],"genre_scores_gemma":[0.20069176,0.0011059756,0.22963768,0.0037556451,0.0006658338,0.0041764285,0.042483203,0.0064178426,0.5110657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932962,0.001439057,0.00039607147,0.00060199347,0.0032655804,0.0010010097],"domain_scores_gemma":[0.99228364,0.00083805167,0.00044124096,0.0014764725,0.004663441,0.00029714484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024483278,0.0013548558,0.0006734398,0.0037905176,0.0030618997,0.00735607,0.0024469437,0.0042488393,0.05739726],"category_scores_gemma":[0.011113284,0.0007543568,0.0013297081,0.0029031509,0.0018865168,0.0048113437,0.0020519833,0.0034093086,0.03827065],"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":[0.0001108673,0.00009356418,0.0006602728,0.00014115017,0.000010159983,0.00009608447,0.00067047385,0.013377392,0.0011583037,0.7333266,0.21637219,0.033983003],"study_design_scores_gemma":[0.00004251849,0.00005320593,0.0008162254,0.00020995445,0.00001762898,0.000057446545,0.00047159832,0.013041361,0.0017555163,0.04263994,0.9408175,0.00007708707],"about_ca_topic_score_codex":0.21460772,"about_ca_topic_score_gemma":0.18460569,"teacher_disagreement_score":0.21460772,"about_ca_system_score_codex":0.014183536,"about_ca_system_score_gemma":0.01780036,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7011773100","doi":"","title":"NetFusion Designs Revolutionizes IT Support with Advanced Managed Services and Cybersecurity Solutions Across Canada","year":2024,"lang":"en","type":"other","venue":"","topic":"Information and Cyber Security","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":"Government (linguistics); Information technology; Information system; Key (lock); The Internet","score_opus":0.011398724454573813,"score_gpt":0.23243544925333914,"score_spread":0.22103672479876532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011773100","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":[0.16841969,0.0005673695,0.02938038,0.022610696,0.0004850322,0.00033903582,0.0051869834,0.007554434,0.76545644],"genre_scores_gemma":[0.43905434,0.0009034138,0.027236393,0.0037737063,0.0000925499,0.00011090883,0.004647999,0.001484098,0.5226966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751186,0.00014512462,0.00005127263,0.0002112288,0.0012077256,0.00087283377],"domain_scores_gemma":[0.99380714,0.0003982589,0.00014540493,0.00049554335,0.0033660077,0.0017877166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015891524,0.00041374954,0.00016546396,0.0011526067,0.004716041,0.006023099,0.0012558289,0.00085521955,0.03197082],"category_scores_gemma":[0.0036906116,0.00038143716,0.0003214911,0.0017297008,0.0018426962,0.0023907232,0.0029247093,0.0013684598,0.0044284663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056950713,0.00031283533,0.038336594,0.00015867366,0.00005849276,0.0007128942,0.0031725413,0.005619617,0.017060537,0.17728105,0.4815533,0.2751641],"study_design_scores_gemma":[0.00007782137,0.00009244919,0.026489597,0.00008203279,0.000035348276,0.00020453245,0.0031561304,0.012658217,0.0065235114,0.008571188,0.9420386,0.0000705199],"about_ca_topic_score_codex":0.9440217,"about_ca_topic_score_gemma":0.9607332,"teacher_disagreement_score":0.0559783,"about_ca_system_score_codex":0.03859663,"about_ca_system_score_gemma":0.11318315,"threshold_uncertainty_score":0.2800395},"labels":[],"label_agreement":null},{"id":"W7011843318","doi":"","title":"!!1+888!!879!!0163 norton antivirus tech support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Service (business); Telephone number; Phone call; Helpline; Telephone line","score_opus":0.010171416790601333,"score_gpt":0.25323492059436803,"score_spread":0.2430635038037667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011843318","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":[0.00070817565,0.00032068754,0.0011199609,0.0005125276,0.0005749373,0.00010084157,0.0016917614,0.004186757,0.9907843],"genre_scores_gemma":[0.00081896293,0.00018369633,0.00027496228,0.00011189152,0.000036511778,0.000014769885,0.0007128783,0.00037814584,0.99746823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965954,0.0000193662,0.000014267026,0.00006771559,0.00020030334,0.000038813952],"domain_scores_gemma":[0.9989743,0.0000827558,0.000039107294,0.00010150677,0.0005388961,0.00026351283],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026997316,0.00086344,0.00056260265,0.0009990047,0.0011785935,0.003981835,0.00082369376,0.0009331311,0.87770253],"category_scores_gemma":[0.0011354246,0.0005420493,0.00037637659,0.00092229224,0.00028870607,0.0018420034,0.001268803,0.0008398119,0.87452096],"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":[0.000042340278,0.00004501257,0.0002625967,0.000095443866,0.000002213267,0.00007279575,0.000044432698,0.000050884464,0.0018868531,0.002011126,0.92142165,0.07406464],"study_design_scores_gemma":[0.000009605966,0.000027943162,0.0005078405,0.000053512773,0.0000041173266,0.00009599268,0.0000615401,0.00015021174,0.00061418,0.00024922076,0.99821657,0.0000091628],"about_ca_topic_score_codex":0.005418868,"about_ca_topic_score_gemma":0.011936446,"teacher_disagreement_score":0.122297466,"about_ca_system_score_codex":0.000855352,"about_ca_system_score_gemma":0.0009800956,"threshold_uncertainty_score":0.17444247},"labels":[],"label_agreement":null},{"id":"W7017987756","doi":"","title":"Canadian victim impact statements : an exploratory study analyzing stakeholder perspectives, form readability, usability, and accessibility","year":2022,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Information and Cyber Security","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":"Exploratory research; Stakeholder; Qualitative research; Context (archaeology)","score_opus":0.020903305504963318,"score_gpt":0.2464315204458397,"score_spread":0.22552821494087638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017987756","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":[0.95896643,0.00032483452,0.0006694424,0.0029993742,0.000042116622,0.00031626804,0.000888979,0.000037962247,0.035754725],"genre_scores_gemma":[0.98454475,0.00071256945,0.001306122,0.0006115611,0.000009526597,0.0002147717,0.0005312435,0.00003651556,0.01203288],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9897821,0.0020871903,0.00037542472,0.0005058897,0.005553553,0.0016957364],"domain_scores_gemma":[0.9585325,0.0110112075,0.002875205,0.000870601,0.023805618,0.0029048538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0088476185,0.00057249283,0.0005887886,0.006441251,0.027379801,0.005003711,0.0021777558,0.0014797645,0.0068263113],"category_scores_gemma":[0.03702661,0.00057506235,0.00033387952,0.0129855415,0.0037572535,0.0022034035,0.0044073192,0.0020623528,0.00057989627],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038209982,0.0005383216,0.16295269,0.00038479725,0.00003149946,0.0019297353,0.71689487,0.00035022158,0.0027630506,0.012281642,0.02682352,0.074667566],"study_design_scores_gemma":[0.000029760646,0.00017034038,0.1510966,0.00025677728,0.000049672395,0.00025205474,0.7611748,0.00041038275,0.0021230169,0.00077659066,0.08353025,0.00012983603],"about_ca_topic_score_codex":0.971501,"about_ca_topic_score_gemma":0.98852205,"teacher_disagreement_score":0.0852528,"about_ca_system_score_codex":0.0852528,"about_ca_system_score_gemma":0.11553644,"threshold_uncertainty_score":0.61855525},"labels":[],"label_agreement":null},{"id":"W7018339865","doi":"","title":"DevSecOps Services: A Study of the Most Common and Rarest DevSecOps Services Available in 2022","year":2023,"lang":"en","type":"article","venue":"American Scientific Research Journal for Engineering, Technology, and Sciences (Global Society of Scientific Research and Researchers)","topic":"Information and Cyber Security","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":"Algonquin College","funders":"","keywords":"Orchestration; Service (business); Set (abstract data type); Order (exchange); Focus (optics); Subject (documents)","score_opus":0.06465432126869992,"score_gpt":0.37447329640487254,"score_spread":0.3098189751361726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018339865","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":[0.99723864,0.00024907992,0.00010910425,0.00023401683,0.0000059300705,0.000020834987,0.0006338969,0.000008369537,0.0015001614],"genre_scores_gemma":[0.99707747,0.00034596844,0.00025770973,0.00018268118,0.000010785814,0.00003891525,0.001032937,0.000018696312,0.0010349179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959357,0.00063618354,0.0004987565,0.00044323294,0.001621391,0.0008646465],"domain_scores_gemma":[0.983287,0.004148463,0.006555661,0.00036111212,0.0031167225,0.0025310277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030632638,0.00026245744,0.0003242299,0.0049116197,0.0011565302,0.003116454,0.00074320764,0.00076543813,0.0022759843],"category_scores_gemma":[0.011102861,0.0002759421,0.0004011507,0.0074359635,0.00074253225,0.0037986904,0.0023736446,0.0011751031,0.00080186385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016647087,0.00015275658,0.9453394,0.00021608014,0.00003421732,0.0010921211,0.021334065,0.00013828996,0.0016488794,0.0008288038,0.0024616765,0.026587263],"study_design_scores_gemma":[0.0000060619827,0.00014381825,0.90631384,0.00012278864,0.000012746835,0.0011967095,0.07647566,0.000506833,0.00049755495,0.000102304744,0.014593615,0.000028111544],"about_ca_topic_score_codex":0.018267173,"about_ca_topic_score_gemma":0.017145205,"teacher_disagreement_score":0.018267173,"about_ca_system_score_codex":0.0019889628,"about_ca_system_score_gemma":0.0021554488,"threshold_uncertainty_score":0.0363217},"labels":[],"label_agreement":null},{"id":"W7020171571","doi":"","title":"At the interface of the electronic frontier and the law: The international legal environment for systems reliability assurance services","year":2000,"lang":"en","type":"article","venue":"Digital Archive @ University of South Florida (University of South Florida)","topic":"Information and Cyber Security","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":"Liability; Risk management; Software deployment; Information assurance; Service provider; Service (business); Product liability; Information technology","score_opus":0.0031069002925643114,"score_gpt":0.15237418709388742,"score_spread":0.14926728680132312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020171571","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":[0.012726357,0.0067429827,0.01104787,0.18690093,0.0010175765,0.00005654891,0.000121796555,0.00033038095,0.78105557],"genre_scores_gemma":[0.67497265,0.014694299,0.023925377,0.050373603,0.0029979816,0.00023302858,0.00037963132,0.00039610322,0.2320274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946802,0.0019534207,0.00025797356,0.00034917967,0.002081732,0.0006773984],"domain_scores_gemma":[0.98977274,0.0047142874,0.0013418456,0.001226342,0.0020599456,0.00088477053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008794978,0.00026475205,0.00019244556,0.0030773997,0.006181145,0.016685845,0.0008924059,0.004849042,0.033422843],"category_scores_gemma":[0.019805579,0.00026305643,0.000292855,0.0028094517,0.010672294,0.012592151,0.005482446,0.006009141,0.0040270905],"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":[0.000013447371,0.0000518404,0.0013930744,0.00005257979,0.0000022616475,0.00029617525,0.0031640513,0.00020217923,0.00040815707,0.8184408,0.07827739,0.09769804],"study_design_scores_gemma":[0.000009285734,0.000045077362,0.0039529824,0.00054572773,0.000008764852,0.00044752573,0.0050538327,0.0008683185,0.00045284568,0.116169736,0.8724129,0.00003285875],"about_ca_topic_score_codex":0.018487738,"about_ca_topic_score_gemma":0.019909402,"teacher_disagreement_score":0.033422843,"about_ca_system_score_codex":0.0064822724,"about_ca_system_score_gemma":0.01319999,"threshold_uncertainty_score":0.111810625},"labels":[],"label_agreement":null},{"id":"W7020999335","doi":"","title":"+1800-750-6584 NORTON 360 support phone number USA","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Mobile phone tracking; Smart phone","score_opus":0.010660152384419136,"score_gpt":0.25285942125094263,"score_spread":0.2421992688665235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020999335","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":[0.0008410602,0.00023237834,0.0015813523,0.0003665047,0.00034855987,0.00009636854,0.0021806029,0.0034959405,0.9908572],"genre_scores_gemma":[0.001672719,0.00017451489,0.0004941185,0.000103051905,0.000048313967,0.000027894168,0.0013606835,0.0005576232,0.9955611],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943465,0.000047534133,0.00002791447,0.00017101268,0.00025235716,0.000066608816],"domain_scores_gemma":[0.99861264,0.00011103161,0.00006668161,0.00014966463,0.0007209066,0.00033905078],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039724758,0.001161993,0.0007180862,0.0011743887,0.0012169826,0.003913695,0.0009921408,0.001114778,0.8848862],"category_scores_gemma":[0.0013529925,0.0005945446,0.00034687293,0.0013641462,0.00029024773,0.0024339582,0.0012242502,0.00079112547,0.863372],"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":[0.00010459027,0.00006353063,0.00047178913,0.000115498384,0.0000036315926,0.00010889222,0.000060486218,0.00016505155,0.0021381513,0.003404635,0.8871242,0.10623953],"study_design_scores_gemma":[0.000019210924,0.000045088596,0.00050096004,0.000050481864,0.000006611235,0.00012355969,0.00007642274,0.0003937334,0.0006268074,0.00026704444,0.99788195,0.0000082815195],"about_ca_topic_score_codex":0.0065428657,"about_ca_topic_score_gemma":0.011598329,"teacher_disagreement_score":0.115113795,"about_ca_system_score_codex":0.00095277076,"about_ca_system_score_gemma":0.0013473654,"threshold_uncertainty_score":0.16419584},"labels":[],"label_agreement":null},{"id":"W7021191888","doi":"","title":"norton 360 phone number 1!!888!!879!!0163 tech support norton support ticket norton customer support number norton tech support number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); GSM services; Mobile phone tracking","score_opus":0.01009173266752718,"score_gpt":0.2617258960311051,"score_spread":0.2516341633635779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7021191888","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":[0.0006690924,0.0004713988,0.0009966192,0.00062708935,0.00060983526,0.000080106496,0.0029616817,0.0031452957,0.9904389],"genre_scores_gemma":[0.00089266524,0.00028635724,0.00023840448,0.00008227316,0.00004788555,0.000016138001,0.000908423,0.0004223691,0.99710554],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995504,0.000026685102,0.000023772098,0.00009759488,0.0002600245,0.000041482686],"domain_scores_gemma":[0.9988342,0.000087488355,0.00004881168,0.00011534473,0.00062703027,0.00028711781],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029615947,0.0010454606,0.0006820854,0.0011919701,0.0012374595,0.004145533,0.0009269874,0.0009926386,0.8577357],"category_scores_gemma":[0.0014046711,0.0006522614,0.0003478379,0.0015586814,0.0002564701,0.002535777,0.001195905,0.00090375374,0.831219],"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":[0.000043600783,0.000032061696,0.0002250668,0.00008257893,0.0000018968707,0.000090438356,0.000050394206,0.000056721474,0.0008383379,0.002580218,0.940178,0.055820704],"study_design_scores_gemma":[0.0000071182067,0.000014411585,0.0003467407,0.000043791915,0.000003307156,0.000081205115,0.00006232771,0.00012970822,0.0002821677,0.00017611826,0.9988458,0.000007313061],"about_ca_topic_score_codex":0.012577384,"about_ca_topic_score_gemma":0.02541221,"teacher_disagreement_score":0.1422643,"about_ca_system_score_codex":0.0009806154,"about_ca_system_score_gemma":0.0015256694,"threshold_uncertainty_score":0.20292276},"labels":[],"label_agreement":null},{"id":"W7025094417","doi":"","title":"TOWARDS QUANTUM THREAT MITIGATION: AN EMPIRICAL INVESTIGATION OF THE FACTORS INFLUENCING ORGANIZATIONAL PREPARATION INTENTIONS","year":2025,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Information and Cyber Security","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":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Compromise; Proactivity; Stakeholder; Quantum information science; Quantum; Quantum cryptography; Information security","score_opus":0.01737019658931994,"score_gpt":0.2794860911786667,"score_spread":0.26211589458934675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7025094417","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":[0.997767,0.000034362205,0.00041516207,0.00026383522,0.000005052654,0.000054689062,0.000019522093,0.0000021316016,0.0014382675],"genre_scores_gemma":[0.9988317,0.000090159745,0.0005143229,0.00008298961,0.000003514502,0.000068984766,0.000036079706,0.000003961286,0.00036816954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947242,0.0028896513,0.00036398764,0.00035952538,0.0009873441,0.00067529205],"domain_scores_gemma":[0.93184286,0.044575956,0.012813901,0.0023041607,0.004876506,0.003586569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013271365,0.0003246351,0.00032673843,0.0012661206,0.0026367528,0.0035862562,0.00083096937,0.0010491003,0.004244458],"category_scores_gemma":[0.04410608,0.0004922844,0.00044726918,0.0010778337,0.0025302651,0.0031486633,0.002835199,0.0025068794,0.00056871085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016033283,0.0015590668,0.8739121,0.00019938828,0.00006376601,0.0002374875,0.10027824,0.0003435709,0.0006061051,0.0032376726,0.0005884126,0.018813929],"study_design_scores_gemma":[0.000030590956,0.0005016979,0.6747811,0.00022288987,0.000054421795,0.00015653363,0.314862,0.0027357314,0.0004748202,0.0017189372,0.0044099567,0.000051259292],"about_ca_topic_score_codex":0.0048077377,"about_ca_topic_score_gemma":0.0074449223,"teacher_disagreement_score":0.013271365,"about_ca_system_score_codex":0.0014021605,"about_ca_system_score_gemma":0.0043234234,"threshold_uncertainty_score":0.070186496},"labels":[],"label_agreement":null},{"id":"W7030460880","doi":"","title":"**-**1/800/750/6584 Norton Antivirus technical support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Phone call; Mobile phone tracking","score_opus":0.010533564893349362,"score_gpt":0.25936207571257947,"score_spread":0.2488285108192301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030460880","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":[0.0007068766,0.00023889178,0.0013559198,0.0006179784,0.00075083046,0.00010661122,0.0012661869,0.0024012579,0.99255544],"genre_scores_gemma":[0.0012674169,0.00014166928,0.00035703377,0.000111154135,0.00006410185,0.00002028422,0.0006244474,0.00031969938,0.9970943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994918,0.000035077628,0.000022542576,0.0001282137,0.00025710286,0.000065295324],"domain_scores_gemma":[0.9984902,0.00009127442,0.00005092935,0.00013611215,0.00088363973,0.0003477337],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036415047,0.0010465164,0.00059038086,0.0010425801,0.0014328238,0.0039576376,0.00090578175,0.0011279694,0.8398734],"category_scores_gemma":[0.0013330271,0.0004941994,0.0003111321,0.000953315,0.00032476295,0.0020545674,0.0010915622,0.0009983573,0.8405517],"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":[0.000054189946,0.000052963725,0.00035093175,0.00007091082,0.000001919457,0.00010321636,0.000051138704,0.00009174826,0.0018106797,0.002999408,0.9203731,0.07403967],"study_design_scores_gemma":[0.000011447057,0.000028603634,0.000516765,0.000037200865,0.000003447811,0.00012461947,0.00007288621,0.0002663876,0.00057390134,0.00026301708,0.99809474,0.000006951664],"about_ca_topic_score_codex":0.0070915115,"about_ca_topic_score_gemma":0.011548277,"teacher_disagreement_score":0.16012663,"about_ca_system_score_codex":0.0011042478,"about_ca_system_score_gemma":0.0014190543,"threshold_uncertainty_score":0.22840118},"labels":[],"label_agreement":null},{"id":"W7030604891","doi":"","title":"NORT@N ANTIVIRUS@1888!!879!!0163 Norton Antivirus phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Mobile phone tracking; Internet appliance","score_opus":0.010799203863380463,"score_gpt":0.251432455070887,"score_spread":0.24063325120750656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030604891","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":[0.0006323506,0.00025284156,0.00074530253,0.0003230167,0.00028729808,0.000039567673,0.0013848942,0.0028925468,0.9934422],"genre_scores_gemma":[0.0013462986,0.00015651248,0.00022858335,0.00009049665,0.000034434157,0.000010370739,0.0007001267,0.00046673155,0.9969664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969065,0.00002352869,0.000015705402,0.00007045839,0.00015625363,0.00004342861],"domain_scores_gemma":[0.9992206,0.00006341227,0.000039211547,0.00010085259,0.00035263543,0.00022332744],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025720743,0.0009460435,0.0005041197,0.0009477698,0.0012303946,0.004013965,0.0007206811,0.0008913849,0.84754705],"category_scores_gemma":[0.0010502287,0.0005478272,0.00031549585,0.0008841601,0.00029798545,0.0023298918,0.0013252792,0.0008247006,0.8163849],"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":[0.000055102588,0.00004432544,0.00040302522,0.00007553708,0.0000024193541,0.00010660941,0.000070686896,0.00007341917,0.0013068594,0.004409894,0.90253323,0.09091892],"study_design_scores_gemma":[0.000006041448,0.0000133363565,0.00036861896,0.00003129016,0.0000026236437,0.000078255965,0.000053707092,0.00013664115,0.00034020748,0.00023101279,0.9987324,0.000005917594],"about_ca_topic_score_codex":0.009098841,"about_ca_topic_score_gemma":0.019123908,"teacher_disagreement_score":0.15245295,"about_ca_system_score_codex":0.0010686681,"about_ca_system_score_gemma":0.0009371427,"threshold_uncertainty_score":0.21745557},"labels":[],"label_agreement":null},{"id":"W7033549579","doi":"","title":"Pullus impexus (Muls.) (Coleoptera, Coccinellidae), a Predator of Adelges piceae (Ratz.) (Hemiptera, Adelgidae), with notes on its Parasites","year":2017,"lang":"en","type":"other","venue":"reroDoc Digital Library","topic":"Information and Cyber Security","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":"Larva; Balsam; Parasite hosting; Predation; Predator; Aphid; Population; Insect","score_opus":0.014487896667954085,"score_gpt":0.2268754385083972,"score_spread":0.21238754184044312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033549579","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":[0.99416524,0.002255081,0.0001387977,0.00003661489,0.000009539493,0.000015428304,0.0001206987,0.00000733947,0.003251362],"genre_scores_gemma":[0.9958763,0.0015331035,0.0003744598,0.000038426202,0.000021642503,0.000010930046,0.00023747153,0.000001620257,0.0019060059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99995244,0.000005900036,0.000004351592,0.000012333986,0.0000104938645,0.000014469799],"domain_scores_gemma":[0.9998796,0.000022261229,0.000050168845,0.0000042100387,0.000015626298,0.000028090715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000099650264,0.00034662202,0.00010147063,0.0010574729,0.0005297907,0.0002913156,0.0001645847,0.00018772582,0.0009899314],"category_scores_gemma":[0.00016943531,0.00010673183,0.00011047119,0.00037524197,0.0003348243,0.00028534976,0.0002724389,0.00014124518,0.00025595908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011781388,0.00008562097,0.9091996,0.00021184908,0.000037445792,0.001557272,0.0018066876,0.00023277325,0.024050193,0.00022539713,0.00053933106,0.061936073],"study_design_scores_gemma":[7.0921453e-7,0.00010011711,0.9966425,0.0000062770787,0.000006579608,0.00044336036,0.00020892482,0.00004183193,0.00046516838,0.000009736818,0.0020725753,0.0000022383024],"about_ca_topic_score_codex":0.01028632,"about_ca_topic_score_gemma":0.04122872,"teacher_disagreement_score":0.01028632,"about_ca_system_score_codex":0.00034580412,"about_ca_system_score_gemma":0.00013416992,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7033853618","doi":"","title":"Shyam Selvadurai's Funny Boy: a critical analysis","year":2015,"lang":"en","type":"article","venue":"AMS Degree Thesis (University of Bologna)","topic":"Information and Cyber Security","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":"Mainstream; Human sexuality; Alienation; Focus (optics); Focus group; Biography","score_opus":0.04615875393708032,"score_gpt":0.23226217151008954,"score_spread":0.18610341757300922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033853618","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60980284,0.010271885,0.0063600256,0.047734186,0.0023480637,0.0003235097,0.0002951842,0.00010316524,0.32276103],"genre_scores_gemma":[0.9696465,0.0024925957,0.0010489568,0.0019518605,0.00031774686,0.000107564716,0.00005063989,0.00007283623,0.02431114],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979589,0.0012253756,0.000036564976,0.00020815419,0.00026831825,0.00030276578],"domain_scores_gemma":[0.99786985,0.0012580982,0.00020397037,0.000072859984,0.00034694528,0.0002482065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028669925,0.0008134104,0.0004994708,0.0014275183,0.018584106,0.0069932076,0.0012984186,0.0018086133,0.004258356],"category_scores_gemma":[0.00438019,0.00031563605,0.00024402447,0.001165526,0.023497043,0.0049654436,0.0042773066,0.0043086614,0.00044793542],"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":[0.000044708206,0.000020361009,0.0006432805,0.00015527636,0.000005899882,0.0019690248,0.88462603,0.00005529937,0.0006775929,0.100407586,0.0071557285,0.0042392835],"study_design_scores_gemma":[0.0000036652953,0.000024982024,0.00080513133,0.0002223695,0.0000071674085,0.0006246886,0.8190324,0.00007515318,0.00068495417,0.0043428508,0.17416017,0.000016579297],"about_ca_topic_score_codex":0.013845055,"about_ca_topic_score_gemma":0.026596557,"teacher_disagreement_score":0.018584106,"about_ca_system_score_codex":0.008463142,"about_ca_system_score_gemma":0.004489644,"threshold_uncertainty_score":0.061404705},"labels":[],"label_agreement":null},{"id":"W7033949937","doi":"","title":"Species analysis of leather objects and manufacturing offcuts from Vindolanda, UK.","year":2024,"lang":"en","type":"article","venue":"TeesRep (Teesside University)","topic":"Information and Cyber Security","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":"Western University","funders":"","keywords":"Assemblage (archaeology); Frontier; Archaeological evidence; Period (music); Animal species","score_opus":0.008300791079555064,"score_gpt":0.18537519319847637,"score_spread":0.1770744021189213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033949937","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":[0.99194056,0.0012008387,0.00019642273,0.000036692312,0.000027631724,0.0000230247,0.0028719092,0.000007450103,0.0036954503],"genre_scores_gemma":[0.9708858,0.0020368237,0.001708085,0.00013363166,0.000017286686,0.00004863545,0.008179366,0.000040705323,0.016949631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976414,0.000010380716,0.000015692527,0.00008284984,0.00005826029,0.000068604015],"domain_scores_gemma":[0.9997708,0.000019106448,0.00006674099,0.000012629736,0.00008218306,0.00004842096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017144857,0.00039207636,0.00028069093,0.0032619578,0.0011810164,0.000982826,0.0003647408,0.0003826131,0.0036183351],"category_scores_gemma":[0.00025599057,0.00030028637,0.00032445905,0.002196814,0.00045563286,0.00027918912,0.0007002682,0.00026578846,0.0015126674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061046676,0.00008199782,0.7411329,0.00050252466,0.000110566194,0.008045113,0.014425845,0.00016415016,0.18028483,0.00021828209,0.0023516195,0.052071646],"study_design_scores_gemma":[0.0000012909936,0.000027275695,0.98978186,0.000036803285,0.000011462625,0.0006557386,0.0029378259,0.000034504745,0.0008760474,0.000006949345,0.005625822,0.0000043484447],"about_ca_topic_score_codex":0.11722175,"about_ca_topic_score_gemma":0.35482785,"teacher_disagreement_score":0.11722175,"about_ca_system_score_codex":0.00085352093,"about_ca_system_score_gemma":0.00038334186,"threshold_uncertainty_score":0.2330789},"labels":[],"label_agreement":null},{"id":"W7034016587","doi":"","title":"Settemila anni di strade - Dagli albori della civilta al Medioevo","year":2024,"lang":"it","type":"book","venue":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","topic":"Information and Cyber Security","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":"Period (music); Quarter (Canadian coin)","score_opus":0.024976801041190485,"score_gpt":0.24355232123928766,"score_spread":0.21857552019809717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034016587","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":[0.031339712,0.011306507,0.015408686,0.06685678,0.0039543733,0.00013637052,0.00031170977,0.00035802906,0.87032783],"genre_scores_gemma":[0.37907335,0.007176285,0.011998527,0.0074723284,0.0012603651,0.00023523287,0.00022283,0.0003975103,0.5921636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657744,0.0010676506,0.00009252677,0.000709741,0.0009310731,0.00062156725],"domain_scores_gemma":[0.99558675,0.0011007419,0.00045016973,0.0010196215,0.0009072274,0.000935544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027913714,0.00065254775,0.00040138463,0.001577549,0.0066460283,0.011394868,0.0011573,0.0026996122,0.03805066],"category_scores_gemma":[0.0062626987,0.00042775946,0.00051472103,0.0015035348,0.009061406,0.006946476,0.0069407574,0.005067232,0.0071551125],"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":[0.00006803893,0.00006549202,0.002307674,0.00024330594,0.000014183242,0.00020771619,0.007710138,0.00039688233,0.0013790267,0.84103864,0.059982654,0.08658619],"study_design_scores_gemma":[0.0000075224602,0.00004092464,0.003417227,0.00028769803,0.000008897077,0.00020777578,0.0030444704,0.00032750063,0.0006989303,0.04432062,0.94760996,0.000028395967],"about_ca_topic_score_codex":0.016662493,"about_ca_topic_score_gemma":0.048804615,"teacher_disagreement_score":0.03805066,"about_ca_system_score_codex":0.009253449,"about_ca_system_score_gemma":0.008702474,"threshold_uncertainty_score":0.1272921},"labels":[],"label_agreement":null},{"id":"W7034611546","doi":"","title":"USA**(canada)--QuickBooKs phone number =18009190992= QuickBooKs enterprise customer service phone number @","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Service (business); Mobile phone; Customer service; Phone call","score_opus":0.008611981733351341,"score_gpt":0.23795823337280383,"score_spread":0.2293462516394525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034611546","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":[0.0005571468,0.00007364146,0.00033904045,0.00040990362,0.00027145838,0.000049498423,0.0035651443,0.0017250436,0.9930091],"genre_scores_gemma":[0.0011989741,0.00004771448,0.00013809922,0.0001189745,0.000010314955,0.000008725434,0.0008030565,0.0003361809,0.9973379],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996252,0.000012249559,0.000008676262,0.00006190934,0.00019940258,0.000092519695],"domain_scores_gemma":[0.99823666,0.00006928285,0.000034183664,0.00009781523,0.0011187157,0.00044335166],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016803187,0.000732332,0.0005166132,0.0008060137,0.0037733768,0.0036507484,0.0007394105,0.001056626,0.8995212],"category_scores_gemma":[0.0012379563,0.00046378997,0.0003134395,0.001499732,0.0006031351,0.0013482234,0.0014196329,0.0010939024,0.8466968],"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":[0.000018236322,0.000015672775,0.0002399561,0.000029741359,0.0000011722295,0.00003617154,0.000051937368,0.000038354072,0.00039130202,0.0010106364,0.97746116,0.020705657],"study_design_scores_gemma":[0.000005249463,0.000006686088,0.0007788375,0.00002546346,0.0000016553712,0.00003301775,0.00015988109,0.00005488763,0.00034127256,0.00010130041,0.9984849,0.0000068992226],"about_ca_topic_score_codex":0.32856673,"about_ca_topic_score_gemma":0.5689245,"teacher_disagreement_score":0.32856673,"about_ca_system_score_codex":0.0038903318,"about_ca_system_score_gemma":0.0067242472,"threshold_uncertainty_score":0.6533085},"labels":[],"label_agreement":null},{"id":"W7036048971","doi":"","title":"Adherence to latent tuberculosis treatment among &#13;\\nimmigrants in low endemic settings : a scoping review","year":2016,"lang":"fr","type":"other","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Information and Cyber Security","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":"Latent tuberculosis; CINAHL; MEDLINE; Tuberculosis","score_opus":0.009520637145421201,"score_gpt":0.2038119791021587,"score_spread":0.1942913419567375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036048971","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":[0.0020824934,0.99575967,0.00011419716,0.0007279444,0.00014233659,0.00014525735,0.0003064667,0.0000041335907,0.000717508],"genre_scores_gemma":[0.011918805,0.9865849,0.0003464125,0.00037567326,0.00008233913,0.00030704588,0.00022819603,0.0000023757073,0.00015420416],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99425983,0.0019772034,0.002186665,0.00036212505,0.0010341834,0.00018006221],"domain_scores_gemma":[0.9687108,0.023828806,0.00490172,0.00035304486,0.0019658601,0.00023978103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0090774335,0.0006083237,0.0035772757,0.007013831,0.0007867917,0.0033245522,0.0014211242,0.0018989535,0.0035816194],"category_scores_gemma":[0.042931378,0.0005777645,0.003160922,0.010785157,0.00087424903,0.0022358939,0.0014286818,0.0009995574,0.00024683622],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023416888,0.00007179134,0.0050867726,0.7394668,0.0033426473,0.00013613213,0.0013228562,0.00022180307,0.00016732646,0.00082944107,0.0052224835,0.24389781],"study_design_scores_gemma":[0.00010564019,0.00021361081,0.020845124,0.91510606,0.014842979,0.00040491353,0.0012615869,0.0001385318,0.00014696721,0.00034156337,0.046551015,0.00004202145],"about_ca_topic_score_codex":0.019851374,"about_ca_topic_score_gemma":0.031735193,"teacher_disagreement_score":0.019851374,"about_ca_system_score_codex":0.0031561344,"about_ca_system_score_gemma":0.013902497,"threshold_uncertainty_score":0.048006594},"labels":[],"label_agreement":null},{"id":"W7036199516","doi":"","title":"Canada and St. Pierre and Miquelon Transboundary Relations: Battles and Bridges","year":2010,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Information and Cyber Security","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":"Jurisdiction; Context (archaeology); Arbitration; Maritime boundary; Population; Marine conservation; Conflict resolution","score_opus":0.006118644026954623,"score_gpt":0.2053554426703255,"score_spread":0.19923679864337088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036199516","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":[0.1785939,0.015419042,0.0016898173,0.04242084,0.00034454063,0.000050191906,0.00014467344,0.0000475787,0.7612894],"genre_scores_gemma":[0.8902657,0.0057158605,0.0006240948,0.0035478878,0.0000647343,0.00003219068,0.00006417126,0.000021044027,0.09966432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983108,0.00018770773,0.000019057725,0.000111034264,0.000623479,0.00074793835],"domain_scores_gemma":[0.9990845,0.00021420185,0.00006423752,0.00003660458,0.00027279358,0.00032782461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009491583,0.00025166335,0.00020948164,0.0010955584,0.0251098,0.009215669,0.0010903036,0.0039652125,0.0068397047],"category_scores_gemma":[0.0021049029,0.00023878974,0.00018979178,0.0028619736,0.009236145,0.0027186444,0.0033027064,0.0029639911,0.000263397],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031212483,0.000021537751,0.0049527925,0.00006719494,0.00002102804,0.0017198281,0.0427977,0.000915409,0.00029085632,0.8503916,0.04626785,0.05252296],"study_design_scores_gemma":[0.000011967952,0.000025015988,0.015216025,0.00032228822,0.000018802679,0.0005844469,0.0675558,0.00070128,0.0002712231,0.033483587,0.8817605,0.00004904179],"about_ca_topic_score_codex":0.96351904,"about_ca_topic_score_gemma":0.98745733,"teacher_disagreement_score":0.054821763,"about_ca_system_score_codex":0.054821763,"about_ca_system_score_gemma":0.06661442,"threshold_uncertainty_score":0.39776158},"labels":[],"label_agreement":null},{"id":"W7036377937","doi":"","title":"Canada Post announces its first depot using all-electric vehicles","year":2023,"lang":"en","type":"other","venue":"","topic":"Information and Cyber Security","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":"Depot; Payment; Government (linguistics); Work (physics)","score_opus":0.017864372972564616,"score_gpt":0.2263852135677247,"score_spread":0.20852084059516007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036377937","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":[0.011171349,0.00047300864,0.0006460393,0.021183582,0.0042773974,0.00041553113,0.011388432,0.0010920285,0.9493525],"genre_scores_gemma":[0.009258138,0.00013697614,0.00015433901,0.0032768354,0.00012043859,0.000017731467,0.0012278012,0.000094888754,0.98571277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984748,0.000023527207,0.000011957078,0.00006994355,0.0007523757,0.00066745345],"domain_scores_gemma":[0.9978975,0.000090428824,0.000022605138,0.00005742549,0.0012179711,0.0007140082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006673097,0.0007764361,0.00044236562,0.0012845234,0.0075649237,0.004687772,0.0012761045,0.0049558193,0.1863308],"category_scores_gemma":[0.0013458458,0.00051523943,0.00091217813,0.0008381879,0.0010029877,0.0007047941,0.0011204361,0.003541854,0.039321322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006632574,0.00006835275,0.0015815768,0.000025685675,0.0000075412177,0.0002023285,0.000046496025,0.00014545044,0.00037886304,0.003902931,0.98471546,0.00885891],"study_design_scores_gemma":[0.000032855864,0.000040522777,0.0056852684,0.00002263664,0.000008524614,0.000046158573,0.00032550644,0.00038127592,0.0006371581,0.00046408555,0.99233645,0.000019494992],"about_ca_topic_score_codex":0.93540186,"about_ca_topic_score_gemma":0.9826985,"teacher_disagreement_score":0.1863308,"about_ca_system_score_codex":0.015608143,"about_ca_system_score_gemma":0.054333813,"threshold_uncertainty_score":0.6233386},"labels":[],"label_agreement":null},{"id":"W7037559588","doi":"","title":"ENEL X EXPANDS MULTI-UNIT RESIDENTIAL EV CHARGING IN CANADA WITH KILLAM APARTMENT REIT AND CATALYST SALES AND MARKETING","year":2021,"lang":"en","type":"other","venue":"","topic":"Information and Cyber Security","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":"Apartment; Real estate investment trust; Real estate; Government (linguistics); Purchasing","score_opus":0.010480827401273232,"score_gpt":0.21340096608460915,"score_spread":0.20292013868333592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037559588","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":[0.15897767,0.00034548767,0.008092785,0.006974122,0.0006266596,0.0005691187,0.0024236487,0.0044705905,0.81751984],"genre_scores_gemma":[0.19852902,0.00021279456,0.004143336,0.0011027036,0.000041890344,0.000057771143,0.001283324,0.0006414341,0.79398763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998928,0.000062011946,0.0000104223855,0.000074907264,0.00042534224,0.00049919204],"domain_scores_gemma":[0.9984977,0.000082835206,0.000025329702,0.000086185435,0.0007588664,0.0005490838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008474684,0.00045867235,0.00027005683,0.00087489147,0.0055542765,0.0027723166,0.00141736,0.0011952086,0.08026195],"category_scores_gemma":[0.0013767554,0.00041561338,0.000871161,0.0009144354,0.0008511215,0.001161396,0.0018880662,0.0015197601,0.011542977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009656212,0.001133102,0.037717875,0.00016195983,0.000059304934,0.002070543,0.0013368174,0.008695773,0.00868109,0.037054755,0.59507316,0.30704996],"study_design_scores_gemma":[0.00012638117,0.00021576068,0.042925097,0.000063839834,0.000029390403,0.00048249649,0.0036927352,0.010768859,0.0031361964,0.0019680893,0.9365111,0.0000800108],"about_ca_topic_score_codex":0.9167124,"about_ca_topic_score_gemma":0.9670838,"teacher_disagreement_score":0.0832876,"about_ca_system_score_codex":0.015039387,"about_ca_system_score_gemma":0.047872484,"threshold_uncertainty_score":0.26850295},"labels":[],"label_agreement":null},{"id":"W7037826407","doi":"","title":"Fil Rouge ep2: Kangirsuk","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Information and Cyber Security","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":"Narrative; Conversation; Happening","score_opus":0.005425376109675575,"score_gpt":0.18247886172812314,"score_spread":0.17705348561844755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7037826407","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":[0.07409586,0.0028502713,0.00078323204,0.009280554,0.0037719503,0.00022999567,0.0044542965,0.0010893862,0.9034445],"genre_scores_gemma":[0.1739369,0.0010100543,0.00046696444,0.0025050428,0.00022198996,0.00012702557,0.0014660716,0.0007416607,0.81952435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996804,0.00004718909,0.0000047449225,0.00003828248,0.00007615624,0.00015324446],"domain_scores_gemma":[0.9996593,0.0000400876,0.000013949427,0.000021724758,0.00011514392,0.00014981622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403964,0.0005311126,0.00027942078,0.0005883653,0.011533432,0.0038095468,0.0007614749,0.0012710195,0.128607],"category_scores_gemma":[0.0010725857,0.00019544963,0.0001836509,0.0007297748,0.0013800043,0.0015081584,0.0028715122,0.0018514908,0.01925179],"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":[0.00019605341,0.000052059775,0.0032545633,0.0002581959,0.000008479451,0.0029121363,0.10598527,0.00006918434,0.0025464995,0.008662877,0.83533317,0.040721465],"study_design_scores_gemma":[0.00000401311,0.000012909363,0.0037846242,0.00012362834,0.0000031413342,0.00026925048,0.040340226,0.000031164796,0.0003383415,0.000110331275,0.9549653,0.00001699534],"about_ca_topic_score_codex":0.44354197,"about_ca_topic_score_gemma":0.7614569,"teacher_disagreement_score":0.44354197,"about_ca_system_score_codex":0.0056143366,"about_ca_system_score_gemma":0.0040181153,"threshold_uncertainty_score":0.8819206},"labels":[],"label_agreement":null},{"id":"W7039519929","doi":"","title":"Measuring client satisfaction with outcome following an inpatient stroke rehabilitation program, is there a correlation with functional outcome measures?","year":2001,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Information and Cyber Security","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":"Outcome (game theory); Correlation; Patient-reported outcome; Rehabilitation; Stroke (engine); Patient satisfaction","score_opus":0.009574089788204542,"score_gpt":0.17156795768915237,"score_spread":0.16199386790094783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039519929","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":[0.98290455,0.000864014,0.00032018192,0.0016452924,0.000059160233,0.0000958836,0.0018764614,0.000038582893,0.0121958675],"genre_scores_gemma":[0.9940135,0.0007089568,0.0004881929,0.00022180546,0.0000524103,0.00010131063,0.0014303386,0.000018815095,0.0029646622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975011,0.0008635018,0.00026668626,0.0000998784,0.0009558422,0.00031305922],"domain_scores_gemma":[0.98115176,0.0064250785,0.0051789666,0.00054401485,0.004566026,0.0021341816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004769001,0.0002637033,0.00075048953,0.0017732489,0.0005464374,0.0012446399,0.0009986322,0.0008358816,0.0065503647],"category_scores_gemma":[0.032154538,0.00020110769,0.00063953904,0.0034713666,0.0005788289,0.00064170465,0.00064208824,0.0009328288,0.0013176184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034141852,0.00033272043,0.96447855,0.000040086252,0.000058947935,0.000029564373,0.00014643448,0.0000793309,0.000037643655,0.000050838495,0.0019269774,0.03247745],"study_design_scores_gemma":[0.000016770327,0.00024181756,0.99875796,0.00002584627,0.000034403423,0.000045944365,0.0001943989,0.00023862677,0.00004426714,0.000054517997,0.00033965762,0.0000056913004],"about_ca_topic_score_codex":0.030626925,"about_ca_topic_score_gemma":0.06798423,"teacher_disagreement_score":0.030626925,"about_ca_system_score_codex":0.0019153176,"about_ca_system_score_gemma":0.0023375824,"threshold_uncertainty_score":0.06089729},"labels":[],"label_agreement":null},{"id":"W7039796062","doi":"","title":"+1/855/990/59+99 Norton Antivirus technical support phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Internet appliance; Mobile phone tracking","score_opus":0.010627932212541484,"score_gpt":0.2594289776224979,"score_spread":0.2488010454099564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039796062","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":[0.00079079875,0.0001885008,0.001325098,0.000499379,0.0006240967,0.00010944216,0.0016536269,0.0023763068,0.99243283],"genre_scores_gemma":[0.0014251928,0.00014515998,0.00039093188,0.000117619056,0.00006217471,0.000023790186,0.0009096601,0.00038698936,0.9965385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945873,0.000035163208,0.000024373576,0.0001252942,0.00029046996,0.00006586792],"domain_scores_gemma":[0.99873096,0.000087946995,0.00004434834,0.00012283215,0.0007003977,0.0003135965],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034827556,0.0009590837,0.0005548949,0.001085301,0.0012756147,0.004193822,0.00092463044,0.0010212667,0.8223806],"category_scores_gemma":[0.0013878689,0.00049502397,0.00031187755,0.00092913257,0.00028492595,0.0020701499,0.0012694938,0.0009851396,0.8227851],"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":[0.000055075587,0.000058396745,0.00037644277,0.00007688644,0.0000020205998,0.00011542516,0.00005295153,0.000094306866,0.0019579285,0.0033580102,0.92049557,0.07335687],"study_design_scores_gemma":[0.000011824381,0.000029058709,0.00053968944,0.000040502968,0.0000037104908,0.00011930704,0.00007170629,0.00030552098,0.00065281225,0.00030506708,0.9979132,0.000007600541],"about_ca_topic_score_codex":0.0064150714,"about_ca_topic_score_gemma":0.011287345,"teacher_disagreement_score":0.1776194,"about_ca_system_score_codex":0.0009828794,"about_ca_system_score_gemma":0.0013348528,"threshold_uncertainty_score":0.25335252},"labels":[],"label_agreement":null},{"id":"W7039815936","doi":"","title":"+1/855/990/59+99 Norton Antivirus technical support phone number usa","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Mobile phone; Service (business); Internet appliance; Mobile phone tracking","score_opus":0.011455140183890907,"score_gpt":0.2626640674004907,"score_spread":0.25120892721659976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039815936","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":[0.0007074862,0.00021022712,0.001344909,0.00054798444,0.0006492017,0.00010871838,0.0019139145,0.0024432074,0.9920745],"genre_scores_gemma":[0.001377433,0.00015623483,0.00041400103,0.00013113764,0.00006612011,0.000027078484,0.0010963697,0.00040465393,0.99632686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994019,0.00003973549,0.000027133607,0.0001400646,0.00032006422,0.00007115588],"domain_scores_gemma":[0.9985297,0.00010814485,0.000051837225,0.00013718092,0.0008357244,0.00033747358],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00038428474,0.001016597,0.00057591527,0.0012411784,0.0013430461,0.0044656764,0.0009768783,0.0011014794,0.8222889],"category_scores_gemma":[0.0015336155,0.0005247889,0.00031290535,0.0010678835,0.00028920578,0.0022424283,0.0012797449,0.0010391056,0.81726974],"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":[0.00005100274,0.000053282612,0.00033038287,0.00007191626,0.000001921597,0.00009465791,0.00004679743,0.00008319821,0.0016889521,0.0032035322,0.92922556,0.065148704],"study_design_scores_gemma":[0.000011203986,0.000028688088,0.00048124974,0.000040579722,0.000003609047,0.000106928004,0.00006718201,0.00028380062,0.0006121753,0.0002992382,0.998058,0.000007225233],"about_ca_topic_score_codex":0.0065016113,"about_ca_topic_score_gemma":0.011348674,"teacher_disagreement_score":0.17771113,"about_ca_system_score_codex":0.0010288317,"about_ca_system_score_gemma":0.0015079998,"threshold_uncertainty_score":0.2534833},"labels":[],"label_agreement":null},{"id":"W7044056091","doi":"","title":"USA 1 888 879 0163 Norton antivirus customer service phone number, Norton Antivirus Technical Support Number, Norton internet security phone number","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; The Internet; Service (business); Mobile phone; Internet appliance; Smart phone","score_opus":0.011696070226618102,"score_gpt":0.2653273890008432,"score_spread":0.25363131877422507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7044056091","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":[0.00071130984,0.00038710496,0.0006379087,0.00054192176,0.0003320121,0.000058816553,0.0015787459,0.001813655,0.99393857],"genre_scores_gemma":[0.0013089951,0.00026067553,0.00025265611,0.0001437432,0.0000396875,0.000016041622,0.00081415987,0.0002192035,0.99694484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964917,0.000021974583,0.000017460867,0.00009618042,0.00018140032,0.000033799326],"domain_scores_gemma":[0.99918824,0.000077971585,0.00004152856,0.00007358787,0.00040223083,0.0002163239],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025912168,0.0010704563,0.0004988285,0.0009397912,0.0014074417,0.0035659994,0.00074917835,0.0011745436,0.83945286],"category_scores_gemma":[0.00088959245,0.00053602265,0.00027144302,0.0011696735,0.0002847983,0.0017312726,0.0010777094,0.00093794713,0.79427445],"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":[0.000057489506,0.00007464256,0.0004624734,0.00007425001,0.0000033418958,0.00013292953,0.00005841026,0.00006948612,0.0017034976,0.00276312,0.90981627,0.084784076],"study_design_scores_gemma":[0.000011321003,0.000030301428,0.0006856717,0.00005104443,0.0000055233013,0.00010564977,0.00006568808,0.00021353916,0.00037034304,0.00019573115,0.99825853,0.0000065871413],"about_ca_topic_score_codex":0.0104238205,"about_ca_topic_score_gemma":0.024164231,"teacher_disagreement_score":0.16054714,"about_ca_system_score_codex":0.0009007857,"about_ca_system_score_gemma":0.0012684435,"threshold_uncertainty_score":0.22900093},"labels":[],"label_agreement":null},{"id":"W7068179115","doi":"","title":"+1800 750 6584 norton antivirus support phone numberNorton Live Support and Help","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Information and Cyber Security","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":"Phone; Service (business); Toll; The Internet; Security controls; Internet access; Password","score_opus":0.009839891824087886,"score_gpt":0.24430510802440458,"score_spread":0.23446521620031668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7068179115","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":[0.00061188685,0.00014537315,0.000738701,0.00037386702,0.00030262442,0.00009688078,0.0010570622,0.003336643,0.9933369],"genre_scores_gemma":[0.0009837844,0.00011782149,0.00028088014,0.00013602257,0.000053065705,0.000026368347,0.00076351024,0.00039739205,0.99724126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946076,0.000042588414,0.000022897337,0.00011320912,0.00028127397,0.00007928605],"domain_scores_gemma":[0.9982412,0.000109618384,0.00006246404,0.00017800441,0.00080397516,0.0006047174],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034845193,0.0010000342,0.00065539306,0.0012644303,0.0015811883,0.003399545,0.00096468546,0.0011873551,0.90638435],"category_scores_gemma":[0.0016885279,0.00056982774,0.0003564901,0.00094951066,0.00028446614,0.0022499627,0.002133375,0.0010431817,0.87927186],"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":[0.000034395747,0.000043903347,0.0002522741,0.000047271475,0.0000014851745,0.00006290244,0.000036550693,0.00004502896,0.00062673044,0.0010241236,0.9422114,0.055614024],"study_design_scores_gemma":[0.000013365512,0.000026801083,0.0006094752,0.000042496136,0.000003358454,0.000109202454,0.00007727782,0.00017013114,0.00025636272,0.00017531822,0.9985085,0.00000775102],"about_ca_topic_score_codex":0.0066359374,"about_ca_topic_score_gemma":0.016026298,"teacher_disagreement_score":0.09361565,"about_ca_system_score_codex":0.0008116238,"about_ca_system_score_gemma":0.0016017815,"threshold_uncertainty_score":0.13353127},"labels":[],"label_agreement":null},{"id":"W7092284153","doi":"10.5281/zenodo.17379914","title":"D2.1 Cybersecurity landscape and threat analysis, end-user requirement analysis and use case definition - Initial version","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"FPInnovations","funders":"","keywords":"Requirements analysis; NIST; Set (abstract data type); Requirements elicitation; Threat model; Work (physics); Requirements management","score_opus":0.031918064590789955,"score_gpt":0.261576042470348,"score_spread":0.22965797787955805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7092284153","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057888687,0.0010824592,0.4837569,0.006680092,0.0004927712,0.019959578,0.04943848,0.009994001,0.37070698],"genre_scores_gemma":[0.1936952,0.0015574967,0.61185557,0.0033072918,0.00019934113,0.023462854,0.05755863,0.0041358382,0.10422787],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843077,0.0050595165,0.001954538,0.0010661995,0.0068860003,0.00072601787],"domain_scores_gemma":[0.9755569,0.0103257755,0.0011350168,0.004163884,0.008325497,0.0004929174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014120211,0.00080770947,0.00059017946,0.0041954773,0.0020022562,0.008940375,0.0016746736,0.0020857549,0.019844357],"category_scores_gemma":[0.026918493,0.00092645193,0.0009009101,0.002890396,0.0016181875,0.0043377746,0.003642024,0.002296924,0.014899161],"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":[0.0006501417,0.0008978374,0.016240302,0.007995736,0.00006721667,0.0034274322,0.035219967,0.009644459,0.055296835,0.22471417,0.27449924,0.3713467],"study_design_scores_gemma":[0.00003602636,0.00015400173,0.005838968,0.0012389661,0.000018346846,0.0010015318,0.0049369815,0.0035305568,0.016514683,0.008493857,0.958132,0.00010410008],"about_ca_topic_score_codex":0.005288533,"about_ca_topic_score_gemma":0.005320605,"teacher_disagreement_score":0.019844357,"about_ca_system_score_codex":0.0044009797,"about_ca_system_score_gemma":0.005373853,"threshold_uncertainty_score":0.07467568},"labels":[],"label_agreement":null},{"id":"W7095120831","doi":"","title":"Certification Body Canadian Common Criteria Evaluation and Certification Scheme","year":2013,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Certification; Certified Information Systems Security Professional; Warranty; Product (mathematics); Product certification; Common Criteria; Scheme (mathematics); Information security","score_opus":0.03774097293321467,"score_gpt":0.2890019187295127,"score_spread":0.25126094579629804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095120831","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":[0.0036299604,0.0038182465,0.04601483,0.02086669,0.005726886,0.0154027585,0.021095362,0.0029283972,0.8805168],"genre_scores_gemma":[0.082273446,0.009623169,0.11112978,0.013689064,0.001089559,0.013729064,0.048220675,0.0022478546,0.7179973],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8920802,0.014236012,0.0063232468,0.004973161,0.07480134,0.0075860466],"domain_scores_gemma":[0.5262925,0.011193386,0.00430412,0.013044714,0.43748572,0.007679515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0535379,0.0015027062,0.0020101126,0.012874409,0.010063479,0.015442254,0.010322836,0.007786306,0.0832885],"category_scores_gemma":[0.1563318,0.0014952145,0.0016525853,0.010995386,0.00435018,0.004932176,0.0045670415,0.006481136,0.051579565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012366544,0.00009586071,0.0013120988,0.0006305394,0.00002284478,0.00017472533,0.0008177314,0.00082903955,0.000980273,0.07775185,0.83950394,0.07775744],"study_design_scores_gemma":[0.000032055657,0.000020933563,0.0022396687,0.0006854239,0.000017589473,0.000085655316,0.00027346957,0.0005713032,0.00047282342,0.00314024,0.99239576,0.000065049004],"about_ca_topic_score_codex":0.68668383,"about_ca_topic_score_gemma":0.674453,"teacher_disagreement_score":0.31331617,"about_ca_system_score_codex":0.05510457,"about_ca_system_score_gemma":0.32323027,"threshold_uncertainty_score":0.6303227},"labels":[],"label_agreement":null},{"id":"W7095312430","doi":"","title":"Architecture de Sécurité pour les Grands","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Gratitude; Scope (computer science); Work (physics); Quarter (Canadian coin); Jury","score_opus":0.013118155885817369,"score_gpt":0.21750526863062686,"score_spread":0.2043871127448095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095312430","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":[0.032960035,0.008851592,0.7461026,0.0073459474,0.0026966126,0.00073843787,0.0017583475,0.07071842,0.12882806],"genre_scores_gemma":[0.2934866,0.0089666955,0.48205099,0.0025649332,0.0011772156,0.001088013,0.008447784,0.00867786,0.19353975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99637717,0.0008652551,0.0002675307,0.0006826661,0.0013567995,0.00045059374],"domain_scores_gemma":[0.99682224,0.00055838923,0.00014255059,0.0011353919,0.0009819075,0.00035949014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040329625,0.0018359501,0.0014177441,0.0018176654,0.00274241,0.009960527,0.0025883326,0.0029448841,0.023345495],"category_scores_gemma":[0.0068590306,0.001179157,0.0014702226,0.0012768637,0.0017441614,0.010284083,0.0055433204,0.0044510392,0.01982716],"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":[0.000827232,0.00031559364,0.0063650887,0.0007640284,0.00016026762,0.000969548,0.003908244,0.017663859,0.012553796,0.3346282,0.114319615,0.5075246],"study_design_scores_gemma":[0.00010402059,0.00021662249,0.0019969477,0.0004190359,0.00010875668,0.0009718888,0.0010082074,0.09654204,0.012305432,0.08344206,0.8027204,0.00016457812],"about_ca_topic_score_codex":0.011016729,"about_ca_topic_score_gemma":0.007867303,"teacher_disagreement_score":0.023345495,"about_ca_system_score_codex":0.0026331362,"about_ca_system_score_gemma":0.0033047632,"threshold_uncertainty_score":0.078098476},"labels":[],"label_agreement":null},{"id":"W7095642843","doi":"","title":"Certification Body Canadian Common Criteria Evaluation and Certification Scheme","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Certification; Certified Information Systems Security Professional; Warranty; Product (mathematics); Product certification; Common Criteria; Scheme (mathematics); Information security","score_opus":0.05306365423863326,"score_gpt":0.3119521900193891,"score_spread":0.2588885357807559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095642843","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":[0.0026890265,0.0035737653,0.041892152,0.019849401,0.0064579304,0.016624825,0.026787391,0.0029577545,0.87916774],"genre_scores_gemma":[0.06570178,0.009456856,0.10083533,0.014356516,0.0012583656,0.0152087435,0.06182912,0.0026112373,0.728742],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.90120965,0.013916755,0.0067163063,0.004438185,0.06638879,0.0073303664],"domain_scores_gemma":[0.51813924,0.013901906,0.0048558856,0.015256336,0.4397517,0.00809491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05228234,0.0015508801,0.0023645745,0.012688446,0.009818098,0.016306095,0.010503226,0.008823219,0.10481396],"category_scores_gemma":[0.17812124,0.001635785,0.001854171,0.012130873,0.0044800295,0.0051792953,0.004686122,0.0069825277,0.07619728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009639191,0.000076304575,0.0009978627,0.00059543294,0.000019228144,0.00012510172,0.00056167075,0.0005647226,0.0006618664,0.0581876,0.8798315,0.058282312],"study_design_scores_gemma":[0.000029638197,0.000019583189,0.0021384077,0.0009252146,0.000017030467,0.00008527611,0.0002584073,0.0004978236,0.0004206213,0.0034014178,0.9921445,0.00006208918],"about_ca_topic_score_codex":0.5841804,"about_ca_topic_score_gemma":0.5573545,"teacher_disagreement_score":0.4158196,"about_ca_system_score_codex":0.045416728,"about_ca_system_score_gemma":0.27854702,"threshold_uncertainty_score":0.8365369},"labels":[],"label_agreement":null},{"id":"W7096035220","doi":"","title":"Pagination: i to iv, 1 to 10 CCS Certification Report Third Brigade Inc. Deep Security Version 5.0","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Certification; Warranty; Certified Information Systems Security Professional; Product (mathematics); Product certification; Information security management system","score_opus":0.017952567507295424,"score_gpt":0.2466895455202044,"score_spread":0.22873697801290896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096035220","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":[0.0007710155,0.0010593196,0.0019650885,0.0026884882,0.016113177,0.0010009584,0.009736065,0.0026615246,0.9640044],"genre_scores_gemma":[0.0033467566,0.0009417224,0.00075389614,0.00052331283,0.0014678015,0.00024045374,0.0051080827,0.0012098975,0.98640823],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964809,0.00022669382,0.00027177457,0.00043347586,0.0021582553,0.00042884922],"domain_scores_gemma":[0.9840385,0.00085178955,0.00035112692,0.0016946928,0.011349995,0.0017140144],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021331983,0.0021263154,0.0015322915,0.00608452,0.0030359642,0.01251868,0.002607145,0.0022752709,0.7234757],"category_scores_gemma":[0.017867096,0.00087861693,0.00094619,0.005137015,0.0016687106,0.004923113,0.0024283864,0.0025536048,0.79277325],"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":[0.000024483563,0.000015196696,0.00011125677,0.000098595774,0.0000014468292,0.000021475584,0.00003140734,0.000041182404,0.0004090867,0.0018256656,0.9742361,0.023184165],"study_design_scores_gemma":[0.000008798664,0.000019261352,0.0005698643,0.00014263683,0.0000020255538,0.00003274992,0.00006050034,0.000094077695,0.00023321902,0.0006191044,0.99820733,0.000010474233],"about_ca_topic_score_codex":0.019108241,"about_ca_topic_score_gemma":0.017171124,"teacher_disagreement_score":0.2765243,"about_ca_system_score_codex":0.004188785,"about_ca_system_score_gemma":0.007472506,"threshold_uncertainty_score":0.3944283},"labels":[],"label_agreement":null},{"id":"W7096677302","doi":"","title":"Ottawa, Ottawa, Ontario,","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Software; Identification (biology); Field (mathematics); Work (physics); Troubleshooting","score_opus":0.01427125722884047,"score_gpt":0.21097866525872724,"score_spread":0.1967074080298868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096677302","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":[0.007922003,0.019837786,0.0030403682,0.011417877,0.002023065,0.000247452,0.046989374,0.0008997447,0.90762234],"genre_scores_gemma":[0.011013092,0.008692523,0.0024420237,0.0008677684,0.00005493102,0.00008286154,0.006095129,0.0003541861,0.9703975],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860966,0.000099213925,0.00009860223,0.0003327838,0.0005794445,0.0002802636],"domain_scores_gemma":[0.99584717,0.00050100003,0.00020443296,0.0004309551,0.002236078,0.0007803637],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084882864,0.0012752411,0.0009870003,0.0015189571,0.0073190806,0.006406036,0.0020188112,0.0024177374,0.5354659],"category_scores_gemma":[0.0032242783,0.0011874529,0.0008074917,0.0053901174,0.0022023313,0.0025925683,0.0017731197,0.0019184657,0.18792851],"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":[0.00048573478,0.0000774077,0.0064277183,0.0015522315,0.00006451115,0.0009921398,0.0019505471,0.0013348009,0.0027715184,0.02724903,0.7788756,0.17821866],"study_design_scores_gemma":[0.000027720362,0.000023777895,0.0085331295,0.000358806,0.00002712402,0.00010242015,0.001021366,0.00018578251,0.0004430219,0.0013539343,0.9878796,0.00004335204],"about_ca_topic_score_codex":0.8682261,"about_ca_topic_score_gemma":0.9694434,"teacher_disagreement_score":0.8682261,"about_ca_system_score_codex":0.01875307,"about_ca_system_score_gemma":0.033319425,"threshold_uncertainty_score":0.6626015},"labels":[],"label_agreement":null},{"id":"W7096881525","doi":"","title":"Performed at","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Gratitude; Nova scotia; Scope (computer science); EXPOSE; Resource (disambiguation); Health informatics; Work (physics); Informatics","score_opus":0.008869294030324652,"score_gpt":0.2180871417985866,"score_spread":0.20921784776826194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096881525","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":[0.006739408,0.0014620104,0.01755738,0.009891179,0.01556288,0.0017245661,0.014788084,0.010129498,0.92214495],"genre_scores_gemma":[0.05974902,0.0011882267,0.012480474,0.0072074453,0.0013549996,0.0014370609,0.01387957,0.0038883267,0.8988149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954104,0.00071517006,0.00027849,0.0015563279,0.0013546792,0.0006850047],"domain_scores_gemma":[0.99673945,0.00027231447,0.00015442379,0.0008678336,0.0011823636,0.0007835402],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022236248,0.0019889872,0.0018277577,0.0020031312,0.0032342381,0.0066436394,0.002951194,0.0039352127,0.7718596],"category_scores_gemma":[0.0075541483,0.00074311416,0.0018372891,0.0011378413,0.0013699437,0.0027036758,0.006554564,0.0027296115,0.62218535],"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":[0.0011910696,0.0004841555,0.003353075,0.0011222062,0.00008032221,0.0012059677,0.00064793933,0.00059588987,0.0063712974,0.016584197,0.7844727,0.18389112],"study_design_scores_gemma":[0.00012639363,0.00015794355,0.0018028182,0.00031694942,0.00003326234,0.0006978406,0.0003450245,0.0005406186,0.002173906,0.0041627525,0.9895976,0.0000448993],"about_ca_topic_score_codex":0.0051033907,"about_ca_topic_score_gemma":0.0048894687,"teacher_disagreement_score":0.22814041,"about_ca_system_score_codex":0.0022930545,"about_ca_system_score_gemma":0.005700221,"threshold_uncertainty_score":0.3254146},"labels":[],"label_agreement":null},{"id":"W7097341488","doi":"","title":"© 2010 Science Publications Dominant Factors in National Information Security Policies","year":2010,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"National security; Order (exchange); Information security; Security policy; National Policy; Information policy","score_opus":0.012210468282156385,"score_gpt":0.261613005148214,"score_spread":0.24940253686605762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097341488","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":[0.32255095,0.007567788,0.036627233,0.020962061,0.00032303983,0.0007532793,0.0016103035,0.00020170656,0.6094036],"genre_scores_gemma":[0.9705832,0.0030843301,0.011530329,0.0006087793,0.0000606167,0.000112615795,0.0004496194,0.000035193378,0.013535327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904038,0.0024803586,0.0009220811,0.00084171817,0.0040250737,0.0013269716],"domain_scores_gemma":[0.9813494,0.0077409404,0.002857186,0.0013214978,0.0055053113,0.0012256138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010598068,0.0006165372,0.0005282732,0.0054037957,0.0039286744,0.012074074,0.0006939205,0.0011969495,0.016583478],"category_scores_gemma":[0.017461633,0.00035375395,0.0005956588,0.008352125,0.005042461,0.0060407645,0.0026570256,0.002032978,0.0012902822],"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":[0.00016414362,0.00021417839,0.08026348,0.0012683226,0.00014779218,0.0005521548,0.00868905,0.005258505,0.00095385604,0.7354104,0.013364454,0.15371372],"study_design_scores_gemma":[0.00006805437,0.00018820491,0.14866403,0.0036056922,0.00028558064,0.001726093,0.039884668,0.014351327,0.0036544646,0.48677945,0.30063763,0.00015480738],"about_ca_topic_score_codex":0.023212722,"about_ca_topic_score_gemma":0.017238932,"teacher_disagreement_score":0.023212722,"about_ca_system_score_codex":0.019289775,"about_ca_system_score_gemma":0.021924242,"threshold_uncertainty_score":0.13995779},"labels":[],"label_agreement":null},{"id":"W7098016249","doi":"","title":"DISCLAIMER","year":2005,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Warranty; Certification; Disclaimer; Product (mathematics); Certificate; Product certification; Certified Information Systems Security Professional","score_opus":0.008467745604045878,"score_gpt":0.22606717867795234,"score_spread":0.21759943307390647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098016249","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":[0.0025182434,0.0076423506,0.005106059,0.26070222,0.27148587,0.00096888345,0.009527234,0.0019519354,0.44009724],"genre_scores_gemma":[0.03115796,0.0070319246,0.0062687527,0.09134608,0.040875863,0.0011705442,0.0046404903,0.0011475048,0.81636083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98020005,0.0018966919,0.0023487327,0.0030736416,0.010815247,0.0016654683],"domain_scores_gemma":[0.8702815,0.014939906,0.0057861665,0.01098245,0.093354166,0.004655756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007525143,0.0011397478,0.0022673155,0.0030878508,0.0036364584,0.009969512,0.0058247405,0.0075307717,0.17476173],"category_scores_gemma":[0.10887239,0.00072881713,0.0013212123,0.0037560472,0.0028925089,0.004410417,0.0038754074,0.0087693045,0.15553682],"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":[0.000035211335,0.000013111918,0.00017970483,0.00018931026,0.0000070181163,0.00031145083,0.00050942105,0.000043962988,0.00015347004,0.008768289,0.97677284,0.013016217],"study_design_scores_gemma":[0.0000076704455,0.000010223552,0.00023305161,0.0004521496,0.000008704754,0.0003543888,0.00044563386,0.000108696324,0.00023379848,0.0015887353,0.9965438,0.000013102162],"about_ca_topic_score_codex":0.0069766873,"about_ca_topic_score_gemma":0.008326138,"teacher_disagreement_score":0.8252383,"about_ca_system_score_codex":0.00805483,"about_ca_system_score_gemma":0.0129410615,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7098056323","doi":"","title":"DISCLAIMER","year":2012,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Warranty; Certification; Disclaimer; Product (mathematics); Certified Information Systems Security Professional; Information security; Product certification","score_opus":0.013150262561047616,"score_gpt":0.23589218805752107,"score_spread":0.22274192549647345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098056323","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":[0.002547194,0.006698296,0.0054732393,0.24392496,0.25173944,0.001042778,0.009955369,0.0021393602,0.47647938],"genre_scores_gemma":[0.030663433,0.006190748,0.0062473854,0.08515645,0.03466223,0.001166384,0.0045622406,0.0011665537,0.8301845],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97863346,0.002020153,0.002429413,0.0035019326,0.011661132,0.0017539797],"domain_scores_gemma":[0.872396,0.014524914,0.005549875,0.011650346,0.09154061,0.0043382887],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077976654,0.0011531134,0.0022031267,0.0029658054,0.00386938,0.010812577,0.006147023,0.008243123,0.17976819],"category_scores_gemma":[0.10853414,0.0007716652,0.0013583228,0.0037613446,0.003216128,0.004627651,0.0038823904,0.009526237,0.16210528],"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":[0.000033496373,0.000013473926,0.00017579237,0.00018664969,0.000006825363,0.0003013731,0.0005205547,0.000044320375,0.00015765925,0.009954622,0.9759672,0.012637989],"study_design_scores_gemma":[0.000007509347,0.000009827849,0.00021572929,0.00044923573,0.000008406687,0.0003363043,0.0004309195,0.0001102589,0.00023937244,0.0015678289,0.99661094,0.000013558487],"about_ca_topic_score_codex":0.008633038,"about_ca_topic_score_gemma":0.009831244,"teacher_disagreement_score":0.8202318,"about_ca_system_score_codex":0.0091647105,"about_ca_system_score_gemma":0.015208884,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7099085094","doi":"","title":"To: Atlantic Menhaden Management Board From: Biological Ecological Reference Points Workgroup RE: Ecological Reference Points using Pikitch et al. (2012)","year":2015,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Workgroup; Menhaden; Fisheries management; Nova scotia; Variable (mathematics)","score_opus":0.10926630784370721,"score_gpt":0.31362839596079783,"score_spread":0.2043620881170906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099085094","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":[0.012011417,0.0017800811,0.0071557937,0.14026363,0.02319812,0.0067045083,0.01070298,0.002894122,0.7952893],"genre_scores_gemma":[0.019692816,0.0007021973,0.0051930356,0.022394123,0.0022113747,0.0019033913,0.0050329505,0.00065610977,0.94221395],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998384,0.00017834408,0.00017167366,0.00023668112,0.00071889866,0.00031047658],"domain_scores_gemma":[0.9931377,0.00057155365,0.00042297173,0.00051472,0.0038554976,0.0014974885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035839942,0.0005891223,0.00042059447,0.0012193727,0.003668021,0.003623553,0.0015982494,0.0042236983,0.29448342],"category_scores_gemma":[0.008141903,0.0004149268,0.00028510092,0.00073951023,0.00075470086,0.0027793227,0.0037678704,0.003316865,0.104444265],"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":[0.000049477145,0.000047016107,0.0014805199,0.00006957959,0.0000021954606,0.00013073537,0.0002975695,0.00004604934,0.00054981763,0.0012138485,0.9556354,0.040477797],"study_design_scores_gemma":[0.000011057802,0.000018146187,0.0034984932,0.00008572359,0.0000021371086,0.000017138032,0.0005826189,0.000081494894,0.000118617354,0.0002880878,0.99528694,0.000009483602],"about_ca_topic_score_codex":0.035424285,"about_ca_topic_score_gemma":0.059610248,"teacher_disagreement_score":0.29448342,"about_ca_system_score_codex":0.002031718,"about_ca_system_score_gemma":0.007890316,"threshold_uncertainty_score":0.9851452},"labels":[],"label_agreement":null},{"id":"W7099327529","doi":"","title":"by","year":2009,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Work (physics); George (robot); Period (music)","score_opus":0.005263853864492595,"score_gpt":0.21241231497632726,"score_spread":0.20714846111183466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099327529","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":[0.0009891147,0.0013453949,0.0018977326,0.01000082,0.0037124471,0.00011075056,0.0018707803,0.00071315625,0.97935975],"genre_scores_gemma":[0.008259414,0.0011771902,0.0013733093,0.003326302,0.00047442014,0.000090453876,0.002028707,0.00039999475,0.98287016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821436,0.00023045958,0.00008978304,0.00050597265,0.0006366113,0.0003227269],"domain_scores_gemma":[0.99731976,0.00024672764,0.00011152164,0.00057877105,0.001347733,0.00039544227],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013380004,0.00076485885,0.0005622376,0.0013890854,0.0024376044,0.008094825,0.0015270261,0.0023515106,0.7332059],"category_scores_gemma":[0.0055254432,0.00029616515,0.0006900224,0.0014588118,0.0010717568,0.004429829,0.004804287,0.002817477,0.60684407],"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":[0.00006700172,0.00004771471,0.0007779384,0.00012230457,0.0000075841012,0.00013527893,0.00031995308,0.000055616292,0.00056814274,0.052465595,0.82035345,0.12507935],"study_design_scores_gemma":[0.000003702814,0.00000608612,0.0002407191,0.00004211238,0.0000015437126,0.000084698266,0.00010075035,0.000027793389,0.00008327571,0.0012952718,0.99811053,0.0000035170458],"about_ca_topic_score_codex":0.0074051376,"about_ca_topic_score_gemma":0.0070466455,"teacher_disagreement_score":0.2667941,"about_ca_system_score_codex":0.0027499332,"about_ca_system_score_gemma":0.004033637,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7099787786","doi":"","title":"Prepared for: Millennium Ecosystem Assessment Bridging Scales and Epistemologies","year":2004,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Bridging (networking); Scale (ratio); Suite; Corporate governance; Resource (disambiguation); Conceptual framework; Multidisciplinary approach","score_opus":0.013506301625398131,"score_gpt":0.26385605680996227,"score_spread":0.25034975518456415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099787786","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009827284,0.014546692,0.060274784,0.2864943,0.31902838,0.003948049,0.04419703,0.0027069256,0.25897652],"genre_scores_gemma":[0.12102681,0.012211404,0.09848939,0.032425117,0.033899862,0.004778816,0.041849103,0.0029769593,0.6523427],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99866664,0.00037534392,0.00015020596,0.00014660461,0.00053587084,0.00012537652],"domain_scores_gemma":[0.99215007,0.0011524863,0.0005777115,0.00070612144,0.004273323,0.0011402257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057929177,0.00062670704,0.0005101171,0.0021441937,0.0011970515,0.0037561948,0.0016180081,0.002159333,0.061955556],"category_scores_gemma":[0.015426094,0.00033826518,0.0005802026,0.0019195763,0.00049767055,0.0024426477,0.00331792,0.0030995186,0.015725622],"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":[0.000046141286,0.000019312522,0.0005489848,0.00019496697,0.00001387036,0.00012237616,0.00018877034,0.0004557214,0.00026877667,0.00793384,0.94214994,0.048057374],"study_design_scores_gemma":[0.00002651097,0.00002650743,0.002651886,0.00032387656,0.000013795419,0.000064386506,0.0003939518,0.0004560049,0.0005336811,0.009580787,0.9859045,0.00002402158],"about_ca_topic_score_codex":0.0044954233,"about_ca_topic_score_gemma":0.005251007,"teacher_disagreement_score":0.061955556,"about_ca_system_score_codex":0.0016758402,"about_ca_system_score_gemma":0.0040293136,"threshold_uncertainty_score":0.20726198},"labels":[],"label_agreement":null},{"id":"W7100742538","doi":"","title":"FOUNDATIONS FOR THE HARMONIZATION OF INFORMATION TECHNOLOGY SECURITY STANDARDS Item: Deliverable #1 Source: Cooperation on Security of Information Systems","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Deliverable; Information security; Information security management system; Information security standards; Certified Information Security Manager; Information technology; Security information and event management; Information system; Harmonization; Certified Information Systems Security Professional","score_opus":0.007823403558107725,"score_gpt":0.24625272777784876,"score_spread":0.23842932421974103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100742538","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050912234,0.0017245914,0.8003584,0.020170303,0.0008984251,0.001850443,0.0011656327,0.0021604842,0.16658045],"genre_scores_gemma":[0.084862955,0.0026954731,0.87527204,0.0020708125,0.0005782554,0.00211388,0.0048580538,0.0014270146,0.026121475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9515509,0.017434832,0.005555356,0.0035935645,0.018899031,0.0029663283],"domain_scores_gemma":[0.937408,0.014733592,0.004009276,0.017653251,0.023879884,0.0023160025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.051130883,0.0012466463,0.0012197322,0.0062506413,0.0043531875,0.014296886,0.0045477,0.007040592,0.015582469],"category_scores_gemma":[0.063010305,0.0018154097,0.0014718679,0.004944264,0.008026902,0.014750106,0.012857796,0.0076915333,0.009784278],"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":[0.00002203668,0.00011783901,0.0005003687,0.00017065002,0.000023750425,0.00009439715,0.0009496596,0.0027744481,0.0009070553,0.91954476,0.02287917,0.05201585],"study_design_scores_gemma":[0.000045651836,0.00011224466,0.0013517339,0.00096952025,0.00004505702,0.00018626916,0.001152906,0.012134924,0.002405363,0.62180305,0.35969105,0.000102242826],"about_ca_topic_score_codex":0.018731024,"about_ca_topic_score_gemma":0.009916544,"teacher_disagreement_score":0.051130883,"about_ca_system_score_codex":0.008784928,"about_ca_system_score_gemma":0.027667994,"threshold_uncertainty_score":0.27040917},"labels":[],"label_agreement":null},{"id":"W7100792885","doi":"","title":"DISCLAIMER","year":2008,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Warranty; Disclaimer; Certification; Product (mathematics); Information security; Certified Information Systems Security Professional","score_opus":0.01618420918984657,"score_gpt":0.2172876238528409,"score_spread":0.20110341466299433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100792885","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":[0.0018107932,0.0048663155,0.004553311,0.14718118,0.20448297,0.0012001828,0.010731793,0.0017259441,0.6234474],"genre_scores_gemma":[0.014179043,0.0030546498,0.003072447,0.03349327,0.016953638,0.0009076646,0.0043869535,0.0007365112,0.92321575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98190546,0.0017920234,0.0017605398,0.0026360806,0.010377556,0.0015283121],"domain_scores_gemma":[0.8685252,0.010125753,0.003976576,0.011757836,0.1017572,0.0038573826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007567802,0.0011215664,0.0018623725,0.0027220335,0.0039772405,0.010133228,0.00540628,0.006607889,0.31024432],"category_scores_gemma":[0.10671327,0.00070655573,0.0011040096,0.003476256,0.002278889,0.004616487,0.003673823,0.007363894,0.28217703],"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":[0.000029650839,0.000011508533,0.0001116801,0.00013104579,0.0000037817513,0.00015185683,0.00025328944,0.000027024962,0.000119199125,0.0067158854,0.9815075,0.0109376805],"study_design_scores_gemma":[0.0000058119854,0.000007184596,0.00020032102,0.0002585167,0.000004448773,0.00016574207,0.00024758858,0.00005808558,0.00014220827,0.00089709146,0.9980045,0.000008475216],"about_ca_topic_score_codex":0.010702483,"about_ca_topic_score_gemma":0.012556065,"teacher_disagreement_score":0.6897557,"about_ca_system_score_codex":0.008110825,"about_ca_system_score_gemma":0.014421783,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7100915364","doi":"","title":"DISCLAIMER","year":2007,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Warranty; Certification; Disclaimer; Product (mathematics); Product certification; Certified Information Systems Security Professional; Information security","score_opus":0.009154812836147923,"score_gpt":0.2406224935645461,"score_spread":0.23146768072839818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100915364","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":[0.0025659099,0.0068831053,0.0052305083,0.23931971,0.25247684,0.0010174961,0.009531626,0.0020487653,0.48092607],"genre_scores_gemma":[0.029306298,0.006180701,0.0059128576,0.08090169,0.033127394,0.0011500998,0.0043940833,0.0010982951,0.83792853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802546,0.00184683,0.0023512982,0.0031497835,0.010764105,0.0016333967],"domain_scores_gemma":[0.8771039,0.014619853,0.00551562,0.011379755,0.08720147,0.004179475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0074041463,0.0011246873,0.0022114138,0.0029336824,0.0036861573,0.010496998,0.005891672,0.008047247,0.17979394],"category_scores_gemma":[0.10835594,0.0007593014,0.0013162988,0.0037203245,0.0029733302,0.0045259455,0.0038065787,0.009015728,0.16561769],"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":[0.000035123674,0.000013882152,0.00017880125,0.00018938724,0.000007012626,0.00031453732,0.00051591004,0.000045521432,0.00016414752,0.00999477,0.97518903,0.013351911],"study_design_scores_gemma":[0.0000075124017,0.000010061212,0.00022548644,0.00045845227,0.000008410588,0.00034360026,0.00042585607,0.000109835164,0.00024307442,0.0016039226,0.99655056,0.000013236822],"about_ca_topic_score_codex":0.007371531,"about_ca_topic_score_gemma":0.008520603,"teacher_disagreement_score":0.82020605,"about_ca_system_score_codex":0.00839973,"about_ca_system_score_gemma":0.013122488,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7101407729","doi":"10.1007/978-3-031-95280-7_31","title":"Optimizing Cyber Strategy with the Risk Management: NIST Framework","year":2025,"lang":"en","type":"book-chapter","venue":"Studies in systems, decision and control","topic":"Information and Cyber Security","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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"NIST; Vulnerability (computing); Process (computing); Risk management; Vulnerability assessment; Identification (biology); Key (lock); Incident management; Risk assessment","score_opus":0.01805167576622332,"score_gpt":0.27217710536746925,"score_spread":0.25412542960124596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101407729","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":[0.012122721,0.00198169,0.87233806,0.0030555138,0.00017770675,0.00006039454,0.0001399616,0.00018091661,0.10994308],"genre_scores_gemma":[0.6955284,0.0037037504,0.2657487,0.0005120511,0.00043962133,0.00026594152,0.00019888153,0.00028781692,0.033314757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977563,0.0011396552,0.0000697981,0.00018248089,0.0007332438,0.000118504315],"domain_scores_gemma":[0.9987453,0.0006536988,0.00014004415,0.0001772882,0.00022373379,0.000059981623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002528297,0.0014054594,0.001379241,0.001085573,0.00055076013,0.0029935676,0.0016809897,0.0020716824,0.0037085211],"category_scores_gemma":[0.0055733356,0.0004943464,0.00095956126,0.0015824949,0.0019010312,0.0038234154,0.0016551032,0.002206725,0.00057128107],"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":[0.00001690396,0.00003797429,0.00020709576,0.000059545593,0.00003378367,0.000019438256,0.00003998091,0.27304205,0.00023376472,0.6944572,0.0034518659,0.028400403],"study_design_scores_gemma":[0.0000057153206,0.00003875932,0.00017653815,0.00004061283,0.00001734833,0.00002113027,0.00001953213,0.43276796,0.00028034722,0.5625322,0.0040824492,0.000017370416],"about_ca_topic_score_codex":0.0032555365,"about_ca_topic_score_gemma":0.0035953668,"teacher_disagreement_score":0.0037085211,"about_ca_system_score_codex":0.0027855902,"about_ca_system_score_gemma":0.0035275058,"threshold_uncertainty_score":0.020210981},"labels":[],"label_agreement":null},{"id":"W7106496208","doi":"10.5281/zenodo.17694680","title":"Adaptive Threat Attribution in Cross-Platform Environments: Developing a Framework for Fingerprinting APT Groups Across Cloud and On-Premise Infrastructure","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Cloud computing; Attribution; Context (archaeology); Service provider; Threat model; Service (business)","score_opus":0.026731255781129764,"score_gpt":0.28007265728518915,"score_spread":0.25334140150405937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106496208","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":[0.05138022,0.00018379916,0.9410303,0.00061953533,0.00006015704,0.00033756823,0.00030796218,0.0015417315,0.0045386557],"genre_scores_gemma":[0.5877327,0.00013734803,0.4095448,0.00013273435,0.000048681635,0.00020729759,0.0006194538,0.00011231849,0.001464584],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99544287,0.001214408,0.00033712457,0.0012136901,0.0012606655,0.00053125294],"domain_scores_gemma":[0.98697114,0.0031431078,0.0045809117,0.0024532322,0.002108346,0.00074320333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006104562,0.0012059365,0.0006638881,0.008782824,0.0016026663,0.003607178,0.0025971553,0.0012035662,0.0013337001],"category_scores_gemma":[0.02003405,0.00044429442,0.0011479832,0.0037581641,0.0020201067,0.005561524,0.0056295125,0.0021251533,0.0005614078],"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":[0.00017806908,0.0007430372,0.24885513,0.0003581827,0.00032811848,0.0006737377,0.006914533,0.13818495,0.009848707,0.08672349,0.0062184944,0.50097346],"study_design_scores_gemma":[0.000013747537,0.00020156827,0.034755915,0.00015495744,0.000085027736,0.00051715894,0.0039359475,0.875195,0.0054459465,0.06986381,0.009720669,0.00011010009],"about_ca_topic_score_codex":0.011543412,"about_ca_topic_score_gemma":0.014171712,"teacher_disagreement_score":0.011543412,"about_ca_system_score_codex":0.0018167477,"about_ca_system_score_gemma":0.003357751,"threshold_uncertainty_score":0.03228438},"labels":[],"label_agreement":null},{"id":"W7110811639","doi":"10.13140/rg.2.2.19822.47689","title":"The perilous behavior of the cybersecurity workforce in Canadian higher education.","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Workforce; Government (linguistics); Workforce development; Work (physics)","score_opus":0.010742005644748719,"score_gpt":0.25319042297274447,"score_spread":0.24244841732799574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110811639","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":[0.96363217,0.0009680801,0.00012886731,0.0164817,0.00018578744,0.00004865918,0.0010762699,0.00001872677,0.017459765],"genre_scores_gemma":[0.99135685,0.00042829118,0.000050511328,0.0012823046,0.000016387747,0.00001104123,0.00019519714,0.00000945881,0.006649966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966149,0.00025928087,0.0000746185,0.00020051196,0.000834983,0.0020157357],"domain_scores_gemma":[0.98375916,0.00094830245,0.0013860669,0.00015811116,0.0041076737,0.009640595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021138368,0.00020672816,0.00023242274,0.0021593506,0.012368643,0.0033393262,0.0019805054,0.0019786223,0.008791956],"category_scores_gemma":[0.010274143,0.00026530668,0.0002709223,0.0027413485,0.003175726,0.0015724876,0.0026539355,0.0029617315,0.0009243134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041310702,0.0004415201,0.73201454,0.00015891466,0.000038203838,0.00041655754,0.12741041,0.0004200397,0.00069048605,0.008412034,0.05527095,0.07431315],"study_design_scores_gemma":[0.000011193936,0.00008714053,0.7695841,0.00020425294,0.000010219292,0.00007248619,0.19722001,0.00038127243,0.00012656317,0.0004575222,0.031778958,0.000066313056],"about_ca_topic_score_codex":0.9924958,"about_ca_topic_score_gemma":0.9966304,"teacher_disagreement_score":0.9319006,"about_ca_system_score_codex":0.06809941,"about_ca_system_score_gemma":0.119695835,"threshold_uncertainty_score":0.49409813},"labels":[],"label_agreement":null},{"id":"W7115920338","doi":"10.2307/jj.37022854.15","title":"Securing Public Interest Cybersecurity Researchers in Canadian Universities","year":2025,"lang":"","type":"book-chapter","venue":"Les Presses de l’Université d’Ottawa | University of Ottawa Press eBooks","topic":"Information and Cyber Security","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":"Public interest; Government (linguistics); Confidentiality; The Internet","score_opus":0.04541520502099318,"score_gpt":0.23012987143825553,"score_spread":0.18471466641726236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115920338","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":[0.08647277,0.024117596,0.001977307,0.44308278,0.0044728178,0.00031078258,0.00075791887,0.0003136463,0.43849435],"genre_scores_gemma":[0.44145492,0.015128557,0.0029334247,0.03744196,0.0007332338,0.00018287732,0.0004497866,0.00028103607,0.5013942],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9811638,0.001802493,0.0003450973,0.0009216621,0.0057448186,0.01002221],"domain_scores_gemma":[0.9232624,0.007952501,0.0025311457,0.0017256222,0.025152182,0.039376043],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011709707,0.0005065321,0.0006091897,0.005331009,0.039869595,0.019503623,0.004447113,0.007005212,0.027349222],"category_scores_gemma":[0.028932307,0.0011851517,0.0005184196,0.011553025,0.011803306,0.006932123,0.0066422513,0.006222864,0.0037794437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00016739096,0.00012735683,0.015768984,0.0003534358,0.000017407143,0.00089019065,0.07011972,0.00042091715,0.0017659031,0.19884135,0.5789641,0.13256322],"study_design_scores_gemma":[0.000021808555,0.000027252718,0.012190954,0.00029899404,0.0000134364645,0.00012590994,0.039758347,0.00020535178,0.00035760712,0.0032310733,0.9437238,0.00004558999],"about_ca_topic_score_codex":0.9801032,"about_ca_topic_score_gemma":0.99522394,"teacher_disagreement_score":0.9601304,"about_ca_system_score_codex":0.23764096,"about_ca_system_score_gemma":0.5314153,"threshold_uncertainty_score":0.8842284},"labels":[],"label_agreement":null},{"id":"W7116070776","doi":"10.1080/2331186x.2025.2603702","title":"Approaches for cybersecurity education: a South African military science perspective","year":2025,"lang":"en","type":"article","venue":"Cogent Education","topic":"Information and Cyber Security","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":"Institute on Governance","funders":"","keywords":"Multidisciplinary approach; Resilience (materials science); Position paper; Curriculum; Position (finance); National security; Perspective (graphical); Curriculum development; Cyberwarfare","score_opus":0.022423951346000892,"score_gpt":0.28435617898931137,"score_spread":0.2619322276433105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116070776","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":[0.13036488,0.0860215,0.037204858,0.3807361,0.0017364833,0.00048206464,0.00009552489,0.00008519227,0.3632734],"genre_scores_gemma":[0.89797217,0.046653133,0.023527518,0.0115427645,0.00024904683,0.00035024152,0.0000480515,0.000051323776,0.019605806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9953375,0.0027552303,0.00017062717,0.0002462365,0.0005257128,0.00096463534],"domain_scores_gemma":[0.99542433,0.0027237167,0.000516717,0.00022949875,0.00047611468,0.00062970904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006262067,0.0008606181,0.00034151832,0.005963293,0.009643083,0.009860023,0.0010638416,0.0032965231,0.006427179],"category_scores_gemma":[0.0054394454,0.0004028687,0.0005411333,0.0034837371,0.018818147,0.00941845,0.010178239,0.005551344,0.00072705897],"study_design_candidate":"qualitative","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":[0.000028229735,0.00012437464,0.0026413398,0.0022003138,0.000026356252,0.0010003429,0.09656351,0.0012821208,0.0014703163,0.80083215,0.0059824847,0.08784847],"study_design_scores_gemma":[0.00002128659,0.00010863912,0.0055221063,0.0071829027,0.000040167775,0.0009279331,0.21954726,0.0009790082,0.001614718,0.26644444,0.4975547,0.00005682658],"about_ca_topic_score_codex":0.0068610576,"about_ca_topic_score_gemma":0.014322301,"teacher_disagreement_score":0.0117893815,"about_ca_system_score_codex":0.0117893815,"about_ca_system_score_gemma":0.024497291,"threshold_uncertainty_score":0.08553833},"labels":[],"label_agreement":null},{"id":"W7117113013","doi":"10.1145/3756681.3757047","title":"Proposal of the Assessment of the 4-Workflow Model for Secure Agile Process Practices","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Concordia University","funders":"","keywords":"Agile software development; Software deployment; Pace; Process (computing); Adversarial system; Taxonomy (biology); Software development process","score_opus":0.020023451896039757,"score_gpt":0.34030889175130663,"score_spread":0.32028543985526686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117113013","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":[0.04916656,0.001081283,0.85636973,0.010742654,0.0003401791,0.00370144,0.0009575695,0.0018563473,0.075784326],"genre_scores_gemma":[0.1958821,0.000709388,0.7965698,0.0004287255,0.000036931087,0.0017989011,0.0009778619,0.0001730614,0.003423206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9712087,0.014175029,0.0030680422,0.0017284825,0.008118614,0.0017010837],"domain_scores_gemma":[0.9642107,0.010789505,0.003388964,0.0034584496,0.015911251,0.0022411244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02680057,0.00152725,0.000752872,0.009780942,0.002546844,0.012065841,0.003616967,0.0031449758,0.0047746603],"category_scores_gemma":[0.043867223,0.0006533767,0.0020240326,0.007069055,0.0043381555,0.011563348,0.0052581057,0.0031121622,0.0017185067],"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":[0.00022386062,0.0005652804,0.01402065,0.0013326515,0.00012348831,0.0004232749,0.0055981576,0.019404083,0.002822402,0.739522,0.0073099923,0.20865425],"study_design_scores_gemma":[0.0002333328,0.0014124048,0.013607201,0.0063877245,0.00042741408,0.0010945593,0.017966116,0.25338817,0.008507467,0.5281458,0.16845755,0.00037230793],"about_ca_topic_score_codex":0.017319545,"about_ca_topic_score_gemma":0.011683706,"teacher_disagreement_score":0.02680057,"about_ca_system_score_codex":0.011260529,"about_ca_system_score_gemma":0.027822992,"threshold_uncertainty_score":0.14173669},"labels":[],"label_agreement":null},{"id":"W7117962986","doi":"10.1145/3769694.3787145","title":"10.1145/3769694.3787145","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Component (thermodynamics); Training (meteorology)","score_opus":0.004692717182897423,"score_gpt":0.17166744609396295,"score_spread":0.16697472891106552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117962986","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":[0.0023229641,0.006877971,0.009795548,0.0015438134,0.0023309216,0.00046519394,0.016546028,0.015783763,0.94433373],"genre_scores_gemma":[0.0037348324,0.0028310164,0.0016762766,0.00073329255,0.00018117164,0.00019256951,0.008886297,0.0021753528,0.9795893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920005,0.00005087358,0.00006803367,0.00024336368,0.00026633896,0.00017138441],"domain_scores_gemma":[0.9983601,0.0003596765,0.000085054504,0.00055756315,0.0003598525,0.000277676],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017709134,0.0039805532,0.0028094987,0.0032705565,0.003070971,0.0053020837,0.0030830838,0.0058635785,0.94355196],"category_scores_gemma":[0.0033384708,0.0021664156,0.0014788925,0.010330975,0.0016723657,0.012582117,0.0066474765,0.0031717268,0.9653728],"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":[0.00025760455,0.00018150205,0.00055083295,0.00063851813,0.00004905893,0.00020830994,0.000112227855,0.0007251827,0.0012269313,0.0066702017,0.67290986,0.3164698],"study_design_scores_gemma":[0.00003555809,0.000034551686,0.00075006066,0.000262635,0.000046317175,0.00015974998,0.000069545305,0.0007031856,0.0004821776,0.0013722796,0.996051,0.00003297687],"about_ca_topic_score_codex":0.0202886,"about_ca_topic_score_gemma":0.014642194,"teacher_disagreement_score":0.056448042,"about_ca_system_score_codex":0.0026658538,"about_ca_system_score_gemma":0.0012343533,"threshold_uncertainty_score":0.08051628},"labels":[],"label_agreement":null},{"id":"W7117975729","doi":"10.1145/3769694.3787140","title":"10.1145/3769694.3787140","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Component (thermodynamics); Training (meteorology)","score_opus":0.004720872191413334,"score_gpt":0.17168142559234845,"score_spread":0.1669605534009351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117975729","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":[0.0023036818,0.0070405584,0.010094926,0.0016098586,0.0023340823,0.0004797735,0.017833877,0.016743539,0.94155973],"genre_scores_gemma":[0.0037925488,0.0028469015,0.0017363528,0.0007470995,0.00018740703,0.00020275361,0.009596397,0.0022306102,0.9786599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991748,0.00005203074,0.00006924843,0.00024977542,0.00027448506,0.00017972729],"domain_scores_gemma":[0.9982876,0.00037504337,0.00008992263,0.000592315,0.00035857566,0.00029648576],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018846232,0.0041734497,0.0029322475,0.0034122844,0.0031441431,0.005324113,0.0032631909,0.0062896367,0.94413966],"category_scores_gemma":[0.0035090665,0.0023151834,0.0015075353,0.010591624,0.0017192136,0.013216987,0.0067727207,0.0032703623,0.96491265],"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":[0.00025930675,0.00018329301,0.0005446825,0.0006519518,0.000050017563,0.0002099105,0.000114046285,0.00072842865,0.0011774328,0.0067973593,0.6774997,0.31178376],"study_design_scores_gemma":[0.00003656114,0.000035219804,0.0007387195,0.00025830657,0.000046269077,0.00015722495,0.0000687978,0.00067463605,0.00047178575,0.0013600906,0.996119,0.000033372453],"about_ca_topic_score_codex":0.021644905,"about_ca_topic_score_gemma":0.015547538,"teacher_disagreement_score":0.05586034,"about_ca_system_score_codex":0.0027906375,"about_ca_system_score_gemma":0.0012985682,"threshold_uncertainty_score":0.079678},"labels":[],"label_agreement":null},{"id":"W7117988608","doi":"10.1145/3769694.3787142","title":"10.1145/3769694.3787142","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Component (thermodynamics); Training (meteorology)","score_opus":0.004704768384604512,"score_gpt":0.17148892059738688,"score_spread":0.16678415221278237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117988608","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":[0.0021902188,0.0069708545,0.009857274,0.0015502787,0.0023065098,0.00046355062,0.017513657,0.016008321,0.9431392],"genre_scores_gemma":[0.0036880213,0.0027489085,0.0016914802,0.00074136595,0.00017699513,0.00019799502,0.009359075,0.00227159,0.9791246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917114,0.000053004725,0.00007083061,0.00025393616,0.00027413532,0.0001768466],"domain_scores_gemma":[0.9982767,0.00037319536,0.0000894537,0.00059974636,0.0003714608,0.00028940215],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018448286,0.004106293,0.0029128275,0.0033802697,0.0031836017,0.0053860005,0.0032446433,0.0061550974,0.9436808],"category_scores_gemma":[0.0035087764,0.0023033943,0.0015141325,0.010615572,0.0017347727,0.013099517,0.0066835345,0.003285977,0.9653177],"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":[0.0002558037,0.00017709553,0.0005437309,0.000634219,0.000049682047,0.00021773194,0.00011099914,0.0007013047,0.0011732179,0.0068534687,0.67694074,0.31234208],"study_design_scores_gemma":[0.000034689565,0.000033560074,0.0007438488,0.00025687282,0.000043836968,0.00015916879,0.00006781629,0.0006376723,0.0004614121,0.001372247,0.9961557,0.000033202916],"about_ca_topic_score_codex":0.021217903,"about_ca_topic_score_gemma":0.01541046,"teacher_disagreement_score":0.056319177,"about_ca_system_score_codex":0.0027707284,"about_ca_system_score_gemma":0.0012854321,"threshold_uncertainty_score":0.08033246},"labels":[],"label_agreement":null},{"id":"W7117995939","doi":"10.1145/3769694.3787151","title":"10.1145/3769694.3787151","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Component (thermodynamics); Training (meteorology)","score_opus":0.004704768384604512,"score_gpt":0.17148892059738688,"score_spread":0.16678415221278237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117995939","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":[0.002045986,0.0065719434,0.009577988,0.0014872301,0.0021891326,0.0004401773,0.016498702,0.015417924,0.9457708],"genre_scores_gemma":[0.0037500574,0.0026812735,0.0016000381,0.000726186,0.00017617196,0.0001943151,0.009254197,0.0022458232,0.97937196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992291,0.000049800157,0.00006607158,0.00023527507,0.0002537734,0.00016601905],"domain_scores_gemma":[0.9983901,0.0003535787,0.000083557614,0.0005575347,0.00035389242,0.00026146753],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016927433,0.003890354,0.0028249342,0.003327274,0.0030835571,0.0053562596,0.0031491017,0.0059374827,0.94394404],"category_scores_gemma":[0.0033506942,0.0022308042,0.0014524921,0.010385467,0.001691796,0.01213269,0.006733687,0.0032094547,0.96611696],"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":[0.00024353358,0.00017067842,0.0005266579,0.0006145359,0.00004787217,0.0002136223,0.000107203065,0.0007224392,0.0011678602,0.0070840386,0.68367326,0.3054284],"study_design_scores_gemma":[0.00003405121,0.000032928736,0.00072156877,0.0002611087,0.00004366928,0.00015748559,0.00006579919,0.00067357876,0.00046614293,0.0014283431,0.9960828,0.000032533004],"about_ca_topic_score_codex":0.019983765,"about_ca_topic_score_gemma":0.013669463,"teacher_disagreement_score":0.056055963,"about_ca_system_score_codex":0.0026986198,"about_ca_system_score_gemma":0.0012004371,"threshold_uncertainty_score":0.07995701},"labels":[],"label_agreement":null},{"id":"W7118001054","doi":"10.1145/3769694.3787148","title":"10.1145/3769694.3787148","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Component (thermodynamics); Training (meteorology)","score_opus":0.004704768384604512,"score_gpt":0.17148892059738688,"score_spread":0.16678415221278237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118001054","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":[0.0020782952,0.006527247,0.0098405685,0.0015155968,0.0022494479,0.00046593754,0.016867997,0.015941,0.94451404],"genre_scores_gemma":[0.0036097053,0.002685893,0.0017026576,0.0007305656,0.00018089115,0.00020144504,0.009267016,0.0021846623,0.9794373],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919516,0.00005184922,0.0000673867,0.00025041163,0.0002662828,0.00016879717],"domain_scores_gemma":[0.99835986,0.00035832048,0.00008449076,0.00055995665,0.00035924106,0.00027816842],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017276453,0.0039627235,0.002808601,0.0032611084,0.003030623,0.0053400965,0.0031454407,0.005957476,0.9479536],"category_scores_gemma":[0.0034291118,0.0021485188,0.0014381853,0.010222188,0.0016579783,0.012396411,0.0066174585,0.0031242364,0.96785253],"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":[0.00024195077,0.00016988086,0.0004996525,0.0006053706,0.0000458893,0.00020031029,0.000101447964,0.0006790357,0.0011192332,0.006491688,0.68090636,0.30893916],"study_design_scores_gemma":[0.00003450786,0.000032762524,0.00069492735,0.00025565445,0.0000434925,0.00015565939,0.0000650422,0.000643074,0.0004437661,0.0013667498,0.9962316,0.00003266079],"about_ca_topic_score_codex":0.019090425,"about_ca_topic_score_gemma":0.01390183,"teacher_disagreement_score":0.05204642,"about_ca_system_score_codex":0.0026248104,"about_ca_system_score_gemma":0.0012070317,"threshold_uncertainty_score":0.07423782},"labels":[],"label_agreement":null},{"id":"W7118166644","doi":"10.1145/3733821.3787507","title":"10.1145/3733821.3787507","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Session key; Key (lock); Component (thermodynamics)","score_opus":0.0047861520894111765,"score_gpt":0.17248552467427733,"score_spread":0.16769937258486614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118166644","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":[0.0021492809,0.006472428,0.009786682,0.0014534097,0.00212072,0.00048548414,0.016553707,0.017828168,0.9431502],"genre_scores_gemma":[0.003768522,0.0027028553,0.0016911166,0.00078568695,0.00018008522,0.00021366445,0.00933344,0.0023106195,0.9790141],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992042,0.000050027786,0.000066347886,0.00024285649,0.00026072146,0.00017583232],"domain_scores_gemma":[0.99826604,0.00037134264,0.00009019199,0.00058749225,0.0003762122,0.0003088023],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018049482,0.004033713,0.0028439441,0.0032644519,0.0029003916,0.005379156,0.0031706928,0.006083069,0.94215065],"category_scores_gemma":[0.003319079,0.0022363672,0.0014734918,0.009887088,0.0016897307,0.012524983,0.006219771,0.0032306123,0.96586186],"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":[0.00024609506,0.00017209395,0.0005359486,0.0006146876,0.000048854807,0.00021564923,0.00011131371,0.00064570724,0.0012662774,0.0063103284,0.69053155,0.29930142],"study_design_scores_gemma":[0.000036779886,0.000033765347,0.00080930226,0.000271864,0.000048009784,0.00017233643,0.00007380363,0.00068366487,0.0005168146,0.0013856064,0.99593276,0.00003520949],"about_ca_topic_score_codex":0.019349487,"about_ca_topic_score_gemma":0.013407519,"teacher_disagreement_score":0.057849348,"about_ca_system_score_codex":0.002638958,"about_ca_system_score_gemma":0.0012042491,"threshold_uncertainty_score":0.08251506},"labels":[],"label_agreement":null},{"id":"W7124149580","doi":"10.1109/codit66093.2025.11321624","title":"Security Evaluation of Industrial Organisations in an Isolated Region","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Chicoutimi","funders":"","keywords":"Resilience (materials science); Audit; Set (abstract data type); Resource (disambiguation); Phishing; Asset (computer security); Data breach; Information security; Confidentiality","score_opus":0.06376212779105664,"score_gpt":0.3139460126051432,"score_spread":0.2501838848140866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124149580","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":[0.9975515,0.000039071598,0.0001488496,0.000030432475,0.0000012811266,0.000030002293,0.000017504657,0.000005915154,0.002175384],"genre_scores_gemma":[0.99940217,0.000037982685,0.00013008776,0.000012082706,0.0000010585617,0.000007894216,0.000026681324,0.0000016496045,0.00038041704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99661404,0.001248788,0.00013209222,0.0002809225,0.0010736989,0.0006504952],"domain_scores_gemma":[0.98592526,0.0040289396,0.002787629,0.0008591337,0.004616269,0.0017827812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034980024,0.0002711771,0.00031549556,0.0018647095,0.0022413149,0.00170598,0.0005502276,0.00044267546,0.001759065],"category_scores_gemma":[0.009423462,0.00016354048,0.00020154189,0.0016358849,0.0015241513,0.0011589322,0.002345423,0.00049420336,0.00036689514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013269907,0.0011118981,0.83774793,0.00031080958,0.00012256052,0.0019770444,0.05470252,0.005400999,0.009332205,0.0014285888,0.0006113988,0.08592706],"study_design_scores_gemma":[0.00004072157,0.0028371904,0.88226944,0.00010714564,0.000051811156,0.00037024502,0.100321054,0.0033484148,0.0058447816,0.00052521296,0.0042405464,0.00004354341],"about_ca_topic_score_codex":0.027599134,"about_ca_topic_score_gemma":0.042203996,"teacher_disagreement_score":0.027599134,"about_ca_system_score_codex":0.0038918585,"about_ca_system_score_gemma":0.002889309,"threshold_uncertainty_score":0.054876983},"labels":[],"label_agreement":null},{"id":"W7125715291","doi":"10.1109/icit64950.2025.11049174","title":"IoT Cybersecurity Policies: A Comparative Analysis","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Internet of Things; Strengths and weaknesses; Key (lock); The Internet; Scale (ratio); Focus (optics); Cyber threats","score_opus":0.020811642836115852,"score_gpt":0.30993936014217266,"score_spread":0.2891277173060568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125715291","genre_codex":"empirical","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":[0.7730604,0.022182576,0.002608,0.0026089153,0.00010233564,0.00017263237,0.0019818984,0.000032003532,0.19725132],"genre_scores_gemma":[0.98847276,0.0087444885,0.0007657046,0.00017842394,0.00001440622,0.000038060633,0.00044049285,0.0000099297695,0.0013357379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757344,0.0008593064,0.00014766112,0.00015751908,0.0008812781,0.00038073392],"domain_scores_gemma":[0.98890966,0.005546854,0.0015927256,0.0003425922,0.0033321679,0.0002759303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038854545,0.00025313345,0.00035331867,0.0052438187,0.0008225231,0.0027883758,0.00039481756,0.00058626616,0.00385673],"category_scores_gemma":[0.008717699,0.00015948388,0.00055450446,0.009923484,0.0010030913,0.002340206,0.0011569677,0.0006538523,0.00017990427],"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":[0.0014866646,0.00041002582,0.21945947,0.0049409904,0.0014460044,0.0016297216,0.010547103,0.02030495,0.0019884212,0.44754547,0.012350368,0.27789086],"study_design_scores_gemma":[0.00013357124,0.0014335174,0.6871006,0.0044912617,0.0015844819,0.0010423836,0.06538639,0.0071221692,0.0035082884,0.016898166,0.21113952,0.00015961005],"about_ca_topic_score_codex":0.020357225,"about_ca_topic_score_gemma":0.024695098,"teacher_disagreement_score":0.020357225,"about_ca_system_score_codex":0.0067159045,"about_ca_system_score_gemma":0.0022832735,"threshold_uncertainty_score":0.048727572},"labels":[],"label_agreement":null},{"id":"W7125999546","doi":"10.1109/ase63991.2025.00394","title":"Detecting Vulnerabilities from Issue Reports for Internet-of-Things","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"McGill University","funders":"","keywords":"Eclipse; Identification (biology); Set (abstract data type); Software; Natural language; Support vector machine; Secure coding","score_opus":0.012277743129560582,"score_gpt":0.2610820707319268,"score_spread":0.2488043276023662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7125999546","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":[0.79469705,0.0025221128,0.12519445,0.0036777668,0.00063523115,0.00059235754,0.01658326,0.045981426,0.010116371],"genre_scores_gemma":[0.8868447,0.0008827212,0.085188776,0.0004454429,0.00017470375,0.00019027428,0.02245403,0.0011585648,0.0026607835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99715376,0.0007558175,0.0003892285,0.00041508616,0.0011253951,0.00016076268],"domain_scores_gemma":[0.9835903,0.0072530513,0.0039665704,0.0023129035,0.002525783,0.0003514057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023546529,0.0010778203,0.00040325045,0.0048672236,0.00045347953,0.0012632633,0.00061203697,0.00086893555,0.0009124676],"category_scores_gemma":[0.023474677,0.00027146708,0.0007158117,0.0022093095,0.00034886858,0.0030235327,0.0014581347,0.0010927613,0.0011061176],"study_design_candidate":"observational","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":[0.0005604051,0.0006013817,0.27074495,0.0020722428,0.0003306061,0.0033817275,0.0027567432,0.023716299,0.04910273,0.003924594,0.06426727,0.57854104],"study_design_scores_gemma":[0.00007082042,0.000727319,0.24481246,0.0007072805,0.00037235746,0.004681997,0.003652319,0.51102066,0.120682016,0.019920152,0.09311635,0.00023636429],"about_ca_topic_score_codex":0.0025429644,"about_ca_topic_score_gemma":0.0038355158,"teacher_disagreement_score":0.0048672236,"about_ca_system_score_codex":0.00041637442,"about_ca_system_score_gemma":0.00085549254,"threshold_uncertainty_score":0.012452722},"labels":[],"label_agreement":null},{"id":"W7126247414","doi":"10.18280/isi.301205","title":"An Integrated Threat Modeling and Mitigation Framework for IoT Healthcare Using MITRE ATT&amp;CK and Cyber Kill Chain Models","year":2025,"lang":"","type":"article","venue":"Ingénierie des systèmes d information","topic":"Information and Cyber Security","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":"Internet of Things; Chain (unit); Health care; Threat model; Key (lock); Healthcare system","score_opus":0.033795690477076853,"score_gpt":0.29328413955662463,"score_spread":0.25948844907954777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126247414","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":[0.013585855,0.00021185933,0.97426075,0.00080700393,0.00005194748,0.00008511399,0.0001701148,0.0006110236,0.010216319],"genre_scores_gemma":[0.7056535,0.0005735392,0.27733523,0.00031978177,0.00008367287,0.00023827296,0.00044167734,0.00019698383,0.015157354],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99955076,0.00014207358,0.000028030294,0.000070586255,0.00013954531,0.00006900981],"domain_scores_gemma":[0.9995505,0.00015155863,0.00005962028,0.00004380501,0.00014093997,0.00005358878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010473226,0.00074422464,0.0006751897,0.0007844446,0.0006662462,0.0017715102,0.0015737937,0.0011994026,0.0037782572],"category_scores_gemma":[0.0014765209,0.00041276566,0.0011770149,0.00044515452,0.0006422,0.0015645674,0.0018899802,0.0012872766,0.0005613428],"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":[0.000020493531,0.000041473704,0.00071977766,0.000030351315,0.000033630913,0.00009806294,0.00011104889,0.92681366,0.0006501675,0.0581745,0.0010488376,0.012258079],"study_design_scores_gemma":[0.0000031946372,0.0000106598245,0.000109904824,0.000009183027,0.000011211606,0.000019255896,0.000029741801,0.9869241,0.0001414113,0.011142243,0.0015918183,0.000007263894],"about_ca_topic_score_codex":0.022927342,"about_ca_topic_score_gemma":0.024408339,"teacher_disagreement_score":0.022927342,"about_ca_system_score_codex":0.0011939126,"about_ca_system_score_gemma":0.0024273412,"threshold_uncertainty_score":0.045587778},"labels":[],"label_agreement":null},{"id":"W7126404351","doi":"10.21428/594757db.733c1367","title":"Automated offense Prioritization for SIEM using ProbabilisticMachine Learning Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","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":"Ontario Tech University","funders":"","keywords":"Prioritization; Probabilistic logic; Event (particle physics); Resource (disambiguation); Predictive modelling; Statistical model","score_opus":0.03759828477851972,"score_gpt":0.28313167379578585,"score_spread":0.24553338901726612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126404351","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":[0.058966745,0.00033213536,0.9332601,0.0010424496,0.00007914252,0.00026717558,0.00046142453,0.0032243729,0.002366504],"genre_scores_gemma":[0.77909863,0.00022666367,0.21598426,0.0003370705,0.00010445184,0.00028031637,0.0010822505,0.00013876845,0.0027475394],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985001,0.00040404787,0.00011322614,0.0003734411,0.0003699499,0.00023925622],"domain_scores_gemma":[0.99579936,0.0025033434,0.0005975627,0.00021590728,0.00062034704,0.00026345733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023742951,0.0013934213,0.0011833885,0.0020073461,0.00082987384,0.0016934751,0.00164722,0.0011114876,0.0027712462],"category_scores_gemma":[0.0069720047,0.0005823699,0.0012192461,0.0008444304,0.0005088848,0.0016673189,0.0016569605,0.0022507785,0.000655428],"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":[0.00029859034,0.00041053313,0.015394216,0.00014356885,0.00011128409,0.00022537794,0.00017794312,0.7736146,0.003099353,0.0064314962,0.00530825,0.1947848],"study_design_scores_gemma":[0.0000057250054,0.000021971402,0.0005033572,0.0000053260474,0.000008134996,0.000016276781,0.000016451457,0.9953686,0.00037829264,0.0033180246,0.0003509335,0.000006993657],"about_ca_topic_score_codex":0.017045733,"about_ca_topic_score_gemma":0.024312645,"teacher_disagreement_score":0.017045733,"about_ca_system_score_codex":0.0019262744,"about_ca_system_score_gemma":0.003811415,"threshold_uncertainty_score":0.03389305},"labels":[],"label_agreement":null},{"id":"W7127123361","doi":"10.1109/trustcom66490.2025.00236","title":"From static to dynamic risk indicators in predicting and detecting insider attacks","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Mitacs","keywords":"Insider threat; Insider; Random forest; Autoregressive model; Scalability; Baseline (sea); Time series; Precision and recall","score_opus":0.005241440035349501,"score_gpt":0.25800698187145044,"score_spread":0.25276554183610095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127123361","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":[0.62705123,0.0027073359,0.35893416,0.00078387634,0.00020715738,0.00010262392,0.0013406675,0.004897819,0.003975158],"genre_scores_gemma":[0.9568608,0.00035269686,0.041165832,0.00006430996,0.00007584189,0.000019871863,0.00076309516,0.00004975977,0.0006478217],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99886835,0.00029059642,0.00008600277,0.00035015732,0.00026968488,0.00013526031],"domain_scores_gemma":[0.99679476,0.0012795307,0.0007002539,0.00042604533,0.00059124845,0.00020811311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021460443,0.0015036302,0.0007371377,0.0023626306,0.0002530152,0.0010881257,0.0005212896,0.0006108135,0.00041143253],"category_scores_gemma":[0.005055873,0.00026559873,0.0005820148,0.0010055954,0.00027737673,0.0017054765,0.00074882817,0.0010977654,0.0004925442],"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":[0.0005656266,0.00081743515,0.23250918,0.00015000967,0.00039408452,0.0003273238,0.0003300997,0.26853046,0.010647038,0.0014767892,0.0050178715,0.479234],"study_design_scores_gemma":[0.000004467121,0.000118739794,0.022948103,0.000024946034,0.000052188418,0.00010862758,0.00006496273,0.972398,0.0019979726,0.0014049914,0.0008488246,0.00002815765],"about_ca_topic_score_codex":0.006755623,"about_ca_topic_score_gemma":0.00884955,"teacher_disagreement_score":0.006755623,"about_ca_system_score_codex":0.0004186438,"about_ca_system_score_gemma":0.0005927003,"threshold_uncertainty_score":0.013432622},"labels":[],"label_agreement":null},{"id":"W7130716055","doi":"10.1109/swc65939.2025.00056","title":"Cyber Risk Prediction and Management Using Random Forest-Based Risk Scoring Models","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Athabasca University","funders":"","keywords":"Random forest; Risk management; Risk assessment; Classifier (UML); Identification (biology); Reliability (semiconductor); Relevance (law)","score_opus":0.014380251132325887,"score_gpt":0.23399791750182358,"score_spread":0.2196176663694977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130716055","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":[0.064417884,0.00037498763,0.9315907,0.00032032587,0.00005524652,0.00014319883,0.00021300254,0.0015105726,0.0013741137],"genre_scores_gemma":[0.7638992,0.00031135647,0.23343277,0.00010035557,0.000057568275,0.00015054758,0.0005907623,0.00007151232,0.001385884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862933,0.0004761502,0.00010848808,0.00026565173,0.00036115956,0.00015921777],"domain_scores_gemma":[0.9970266,0.0014899273,0.00038356273,0.0001962465,0.00080487767,0.000098769975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032001354,0.0012256625,0.0011120203,0.0023329062,0.0005839365,0.001251511,0.0011326699,0.00093570544,0.0009277857],"category_scores_gemma":[0.006138374,0.0003708157,0.0011788859,0.0011872019,0.00031152632,0.0019313692,0.000770501,0.0010004205,0.000421908],"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":[0.00009995871,0.00014295554,0.007121277,0.000037808713,0.0000965147,0.00008491771,0.00005499127,0.8523025,0.0009799574,0.0023601507,0.0013943394,0.13532473],"study_design_scores_gemma":[0.0000039325023,0.00002537742,0.000441832,0.0000055445903,0.000010883355,0.00001497942,0.0000063239254,0.996894,0.00022731767,0.0022159503,0.00014509175,0.000008703179],"about_ca_topic_score_codex":0.014784101,"about_ca_topic_score_gemma":0.013192848,"teacher_disagreement_score":0.014784101,"about_ca_system_score_codex":0.00092958246,"about_ca_system_score_gemma":0.0011715044,"threshold_uncertainty_score":0.029396117},"labels":[],"label_agreement":null},{"id":"W7130839988","doi":"10.5281/zenodo.18718839","title":"Cybersecurity Architectures for Financial Systems in East Africa: A Replication Study","year":2000,"lang":"en","type":"article","venue":"Open MIND","topic":"Information and Cyber Security","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":"Metric (unit); Process (computing); Domain (mathematical analysis); Replication (statistics); Bounded function; Verifiable secret sharing; Work (physics); Grounded theory","score_opus":0.036647664400881276,"score_gpt":0.29078821434390467,"score_spread":0.2541405499430234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130839988","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":[0.9930155,0.00011428218,0.0033457058,0.00023077664,0.000011515911,0.0006389125,0.00011346443,0.000017451535,0.0025122594],"genre_scores_gemma":[0.99661535,0.0000685884,0.0023664127,0.000046935555,0.0000037056896,0.00034577344,0.000061822255,0.0000049951086,0.00048639122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99385923,0.0045609907,0.00037525487,0.00040334003,0.0004859951,0.00031519597],"domain_scores_gemma":[0.9714243,0.013241515,0.0035142545,0.0077809636,0.0036641958,0.00037476444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013772975,0.00057318894,0.0004291203,0.0009950792,0.0018100163,0.0012936428,0.00079241756,0.0008947409,0.0022128713],"category_scores_gemma":[0.04545237,0.0003400756,0.00061299,0.00088691845,0.0012083183,0.0022486506,0.0011508644,0.0008636461,0.00030219048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031279281,0.0041780747,0.5788465,0.001989096,0.0005585976,0.0042881784,0.11994556,0.01635926,0.008017387,0.027022464,0.0034742763,0.23219265],"study_design_scores_gemma":[0.0010116318,0.009864742,0.6646594,0.0011881058,0.0009935459,0.0024711355,0.19991821,0.035579186,0.020096706,0.013583571,0.050357968,0.0002757997],"about_ca_topic_score_codex":0.017201923,"about_ca_topic_score_gemma":0.019573757,"teacher_disagreement_score":0.017201923,"about_ca_system_score_codex":0.0022919953,"about_ca_system_score_gemma":0.0029495377,"threshold_uncertainty_score":0.07283932},"labels":[],"label_agreement":null},{"id":"W7130860215","doi":"10.5281/zenodo.18718838","title":"Cybersecurity Architectures for Financial Systems in East Africa: A Replication Study","year":2000,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Metric (unit); Process (computing); Domain (mathematical analysis); Replication (statistics); Bounded function; Verifiable secret sharing; Work (physics); Grounded theory","score_opus":0.02813530109900859,"score_gpt":0.23665261468540738,"score_spread":0.2085173135863988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130860215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99236816,0.00015193665,0.003717122,0.00024260496,0.0000108777995,0.00063014263,0.00013323952,0.000017837998,0.002727945],"genre_scores_gemma":[0.99664056,0.00008872118,0.0023186964,0.000044184926,0.0000034211764,0.00031352864,0.00006768347,0.000005069666,0.0005181095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948926,0.0037050324,0.00033127077,0.00035265388,0.00041312404,0.0003054424],"domain_scores_gemma":[0.97603333,0.010827742,0.0032760587,0.0064634588,0.0030743808,0.00032514555],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.011102956,0.00058621814,0.00043096853,0.0009958645,0.0017045286,0.0012828191,0.00074756367,0.00084496965,0.0023594315],"category_scores_gemma":[0.036660116,0.0003379034,0.00058480346,0.0009246697,0.001145449,0.0021751153,0.0011399536,0.0007867661,0.0003208276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003306062,0.0034816272,0.58503443,0.002229333,0.000568052,0.00449965,0.10321449,0.016750077,0.008915903,0.02794358,0.003245212,0.2408116],"study_design_scores_gemma":[0.00094816595,0.0089218095,0.66929054,0.0013025171,0.0011036249,0.0028793977,0.19181399,0.034829304,0.022142256,0.013155387,0.05333982,0.00027311215],"about_ca_topic_score_codex":0.017817786,"about_ca_topic_score_gemma":0.01972657,"teacher_disagreement_score":0.988897,"about_ca_system_score_codex":0.0022044417,"about_ca_system_score_gemma":0.002780379,"threshold_uncertainty_score":0.05871874},"labels":[],"label_agreement":null},{"id":"W7131269307","doi":"10.5281/zenodo.18759719","title":"Cybersecurity Challenges and Strategies in East African Financial Systems: A Beninese Perspective","year":2002,"lang":"en","type":"article","venue":"Open MIND","topic":"Information and Cyber Security","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":"Audit; Data breach; Perspective (graphical); Key (lock); Government (linguistics); Emerging markets; Financial stability; Compliance (psychology)","score_opus":0.04528800199385781,"score_gpt":0.2673709316657768,"score_spread":0.222082929671919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131269307","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":[0.9838176,0.001559362,0.0004349645,0.0032810243,0.000012033049,0.00003529809,0.000010504855,0.000002346878,0.010846842],"genre_scores_gemma":[0.99800915,0.0008850939,0.00019177045,0.00010679335,0.0000040315263,0.000011063288,0.0000047904887,6.443943e-7,0.0007865959],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908614,0.00054810353,0.00002099529,0.000028319906,0.000045497243,0.00027097997],"domain_scores_gemma":[0.9989801,0.0005211937,0.00023213138,0.000014737202,0.00012071069,0.00013110384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013198528,0.00043705458,0.00020931833,0.0013556883,0.0035922523,0.0041074045,0.0003561796,0.0011060011,0.0025434908],"category_scores_gemma":[0.0018258212,0.00019398607,0.000100438745,0.0012922316,0.002219302,0.0033114406,0.001569445,0.00062916044,0.00014129395],"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":[0.00034301323,0.00054470263,0.32806993,0.0010494879,0.00007300391,0.012475471,0.39849326,0.0071113687,0.0025283624,0.13134052,0.0036332319,0.114337735],"study_design_scores_gemma":[0.000016858003,0.00011493052,0.06080445,0.00045866144,0.00002497234,0.0009583039,0.9046865,0.0044119894,0.0010026747,0.007855338,0.019629352,0.00003593127],"about_ca_topic_score_codex":0.009219875,"about_ca_topic_score_gemma":0.019332651,"teacher_disagreement_score":0.009219875,"about_ca_system_score_codex":0.0025616286,"about_ca_system_score_gemma":0.0022419526,"threshold_uncertainty_score":0.01858598},"labels":[],"label_agreement":null},{"id":"W7131282923","doi":"10.5281/zenodo.18759720","title":"Cybersecurity Challenges and Strategies in East African Financial Systems: A Beninese Perspective","year":2002,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Audit; Data breach; Perspective (graphical); Key (lock); Government (linguistics); Emerging markets; Financial stability; Compliance (psychology)","score_opus":0.03633772151008528,"score_gpt":0.22463500617717466,"score_spread":0.1882972846670894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131282923","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":[0.98313534,0.0018447133,0.00048870826,0.003199425,0.000012796411,0.000036702197,0.000012732078,0.0000026786975,0.0112669505],"genre_scores_gemma":[0.9977203,0.0010143167,0.0001877005,0.00010509321,0.00000441319,0.000011199395,0.00000573926,7.121841e-7,0.0009505619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991936,0.00046839495,0.000018273355,0.000023678393,0.00003930101,0.00025681203],"domain_scores_gemma":[0.9991819,0.00039435746,0.00019861685,0.000012692005,0.0001032503,0.000109219945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011215215,0.00042343306,0.00018961704,0.0012921306,0.003068264,0.0035724062,0.0003103959,0.0010232106,0.0026916398],"category_scores_gemma":[0.0015503074,0.00017889112,0.00009285629,0.0012122177,0.0018165818,0.0027648546,0.0014194145,0.00052037736,0.00015680568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044388592,0.0005680583,0.36247635,0.0012063505,0.000084323925,0.013831313,0.32269165,0.008076611,0.0033252307,0.13983552,0.0043786373,0.14308208],"study_design_scores_gemma":[0.00002377418,0.000158278,0.08681949,0.0005833862,0.000033938806,0.0013772701,0.86458427,0.005799846,0.0015549755,0.00923505,0.029784597,0.000045137764],"about_ca_topic_score_codex":0.007881448,"about_ca_topic_score_gemma":0.015671443,"teacher_disagreement_score":0.007881448,"about_ca_system_score_codex":0.0022423964,"about_ca_system_score_gemma":0.001893989,"threshold_uncertainty_score":0.016269863},"labels":[],"label_agreement":null},{"id":"W7131372098","doi":"10.5220/0014322700004918","title":"Research on Information System Security Evaluation Models for Edge Computing","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Thompson Rivers University","funders":"","keywords":"Information system; Information security; Enhanced Data Rates for GSM Evolution; Data security; Computer security model; Key (lock)","score_opus":0.0936369673139035,"score_gpt":0.3828535064429061,"score_spread":0.2892165391290026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131372098","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":[0.092237614,0.0062958077,0.8459806,0.0081689665,0.00033334323,0.00028226388,0.0003556921,0.0006099837,0.045735765],"genre_scores_gemma":[0.87720925,0.0027111508,0.10919993,0.0007014387,0.00031309592,0.00013402758,0.0004737541,0.00020734045,0.009050051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99137384,0.005456106,0.00024379684,0.00069291686,0.0016556554,0.00057766645],"domain_scores_gemma":[0.9430889,0.04343618,0.0019941297,0.0030968771,0.0075366986,0.00084715034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012412072,0.0014103216,0.0013177834,0.0025644298,0.0007988026,0.005255039,0.0021987557,0.0012199148,0.00762887],"category_scores_gemma":[0.05226361,0.00050957623,0.0011541174,0.002686572,0.0014605458,0.0121652065,0.0009136582,0.0033072222,0.00068215176],"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":[0.00036580095,0.00041816419,0.006785957,0.0004525149,0.00022613116,0.000047692676,0.0003060021,0.30841738,0.00087216217,0.5103496,0.009487522,0.16227113],"study_design_scores_gemma":[0.00001731113,0.00013710742,0.0013532423,0.00014990117,0.000076072494,0.00005507933,0.00015376712,0.79079664,0.00073497195,0.20307612,0.0034256577,0.000024035911],"about_ca_topic_score_codex":0.007153543,"about_ca_topic_score_gemma":0.0060962383,"teacher_disagreement_score":0.012412072,"about_ca_system_score_codex":0.005756853,"about_ca_system_score_gemma":0.0026029935,"threshold_uncertainty_score":0.06564212},"labels":[],"label_agreement":null},{"id":"W7131637383","doi":"10.5281/zenodo.18790105","title":"Cybersecurity Strategies for Financial Systems in Somalia Revisited","year":2004,"lang":"en","type":"article","venue":"Open MIND","topic":"Information and Cyber Security","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":"Context (archaeology); Financial sector; Data breach; Private sector; Financial services; Financial crisis; Qualitative property; Emerging markets","score_opus":0.02971618013797974,"score_gpt":0.2919567071554077,"score_spread":0.262240527017428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131637383","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":[0.9682111,0.002946272,0.0016468699,0.0051292586,0.000034776698,0.00005698238,0.00004596162,0.000018902518,0.021909852],"genre_scores_gemma":[0.9971818,0.0010509391,0.0006065246,0.00019451813,0.0000054332304,0.000011869292,0.000012927553,0.0000015148133,0.00093449414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988801,0.0004391014,0.000069827554,0.00010193895,0.00012731133,0.00038173975],"domain_scores_gemma":[0.9981719,0.00068524055,0.0007330045,0.000079036625,0.00021215781,0.00011862335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018242055,0.0004450761,0.00036692433,0.0017330445,0.003831193,0.006416294,0.0007566549,0.0015671,0.0027221863],"category_scores_gemma":[0.0038832144,0.00030940698,0.0003017762,0.0022673178,0.003220353,0.003113685,0.0025179738,0.000974897,0.00021950713],"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":[0.00035551755,0.00030582887,0.40134966,0.001488561,0.00019000884,0.008981644,0.17106162,0.010621426,0.0058892546,0.14432926,0.0043296735,0.25109765],"study_design_scores_gemma":[0.000093472554,0.00063671445,0.3541059,0.0026466392,0.00023002636,0.0042094234,0.46372914,0.011599696,0.006063131,0.045109462,0.11137289,0.00020358906],"about_ca_topic_score_codex":0.016615212,"about_ca_topic_score_gemma":0.025190577,"teacher_disagreement_score":0.016615212,"about_ca_system_score_codex":0.0073274425,"about_ca_system_score_gemma":0.0054838033,"threshold_uncertainty_score":0.05316454},"labels":[],"label_agreement":null},{"id":"W7131650793","doi":"10.5281/zenodo.18779255","title":"Cybersecurity Protocols for Financial Systems in East Africa: An Analysis","year":2003,"lang":"en","type":"article","venue":"Open MIND","topic":"Information and Cyber Security","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":"Malware; Data breach; Thematic analysis; Financial crisis; Financial services; Emerging markets; Best practice; Critical infrastructure","score_opus":0.05636703623497834,"score_gpt":0.3193284581734524,"score_spread":0.26296142193847405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131650793","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":[0.9894019,0.0010817148,0.0048281713,0.00033707946,0.000007139178,0.00014755911,0.0004856106,0.000033516113,0.0036773093],"genre_scores_gemma":[0.9938314,0.0014108126,0.0030851734,0.000021249958,0.0000040142518,0.00006307326,0.00039110196,0.000005893083,0.0011872486],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99953413,0.0001614966,0.000044938122,0.000047004378,0.0001327656,0.000079770005],"domain_scores_gemma":[0.99698037,0.002081907,0.00040530475,0.00010609853,0.00038174662,0.000044555407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009590344,0.0003776093,0.00024343353,0.00276547,0.0005755775,0.0010936018,0.00020315677,0.00038466262,0.0020126805],"category_scores_gemma":[0.0043956134,0.00017096713,0.0005103107,0.002441113,0.00042536343,0.0013586669,0.0005142272,0.0003609481,0.00020389029],"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":[0.00078445626,0.000509474,0.47022116,0.002747527,0.00035728706,0.004791388,0.0074233157,0.1295153,0.007260101,0.045332264,0.0041359453,0.3269219],"study_design_scores_gemma":[0.00008501693,0.0005588699,0.58734554,0.00062522327,0.0006759441,0.002595343,0.017170593,0.3369993,0.012654971,0.010508078,0.03068182,0.00009925638],"about_ca_topic_score_codex":0.015251156,"about_ca_topic_score_gemma":0.009925424,"teacher_disagreement_score":0.015251156,"about_ca_system_score_codex":0.0012351325,"about_ca_system_score_gemma":0.0014627854,"threshold_uncertainty_score":0.030324757},"labels":[],"label_agreement":null},{"id":"W7131653232","doi":"10.5281/zenodo.18779256","title":"Cybersecurity Protocols for Financial Systems in East Africa: An Analysis","year":2003,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Malware; Data breach; Thematic analysis; Financial crisis; Financial services; Emerging markets; Best practice; Critical infrastructure","score_opus":0.04245922623580453,"score_gpt":0.2602610561688523,"score_spread":0.21780182993304778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131653232","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":[0.9880257,0.0012279947,0.006283951,0.00031914178,0.000007531121,0.00014578973,0.0005050758,0.000039591734,0.0034451392],"genre_scores_gemma":[0.9931831,0.0016297381,0.0034541225,0.00002079019,0.000004501222,0.000063665735,0.0004275072,0.000006852465,0.0012097921],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996125,0.00013203631,0.000035616584,0.00004154909,0.00010632196,0.000072045055],"domain_scores_gemma":[0.99785966,0.0014359895,0.00031003103,0.000085196276,0.0002744921,0.000034584693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117352,0.0004087435,0.00025282567,0.0024643478,0.0004955851,0.0010077774,0.00019282024,0.0003826565,0.0018925961],"category_scores_gemma":[0.0034551255,0.0001680556,0.00047645613,0.0021106538,0.0003706197,0.0011938177,0.00047357884,0.00032843425,0.00021052765],"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":[0.00088454754,0.00047889675,0.40373662,0.0028289934,0.00038320915,0.004709453,0.0051190243,0.18773603,0.009638959,0.045004044,0.004077122,0.3354031],"study_design_scores_gemma":[0.000090290625,0.000534877,0.46503377,0.0005442086,0.0006480307,0.0024577265,0.011034738,0.46546307,0.015389137,0.009517045,0.029193282,0.00009392116],"about_ca_topic_score_codex":0.013250838,"about_ca_topic_score_gemma":0.008412309,"teacher_disagreement_score":0.013250838,"about_ca_system_score_codex":0.0010602049,"about_ca_system_score_gemma":0.0012100985,"threshold_uncertainty_score":0.026347399},"labels":[],"label_agreement":null},{"id":"W7131666315","doi":"10.5281/zenodo.18790104","title":"Cybersecurity Strategies for Financial Systems in Somalia Revisited","year":2004,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Context (archaeology); Financial sector; Data breach; Private sector; Financial services; Financial crisis; Qualitative property; Emerging markets","score_opus":0.023864509765350442,"score_gpt":0.23872228460168854,"score_spread":0.2148577748363381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131666315","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":[0.9639265,0.0038338793,0.0016724127,0.005391753,0.000040057657,0.000060843253,0.000060405247,0.000021607362,0.024992442],"genre_scores_gemma":[0.9966085,0.0013931062,0.000588152,0.00021281121,0.000006178779,0.00001276637,0.000017565264,0.0000018581575,0.0011592052],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903166,0.00034545184,0.000060930066,0.000088789966,0.000108769476,0.00036437123],"domain_scores_gemma":[0.9985392,0.0004994646,0.0006209055,0.00006564911,0.00017282256,0.00010196512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015040417,0.00045291818,0.00035818983,0.0017339,0.0035039315,0.0062409546,0.000738935,0.0015358771,0.0029207603],"category_scores_gemma":[0.0031308671,0.0003132683,0.00029979035,0.0022816935,0.0028437858,0.0029178911,0.0024046598,0.0009249767,0.00025921979],"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":[0.0003798866,0.0002889826,0.4192231,0.0016075221,0.00020244991,0.010555863,0.15031283,0.010896412,0.0068161516,0.14263053,0.005109418,0.25197688],"study_design_scores_gemma":[0.00009552289,0.00062628003,0.3891613,0.002834992,0.00024965842,0.005132744,0.4075092,0.011819376,0.0064439387,0.0412012,0.13470745,0.00021834808],"about_ca_topic_score_codex":0.017193783,"about_ca_topic_score_gemma":0.024967968,"teacher_disagreement_score":0.017193783,"about_ca_system_score_codex":0.007070655,"about_ca_system_score_gemma":0.005333619,"threshold_uncertainty_score":0.05130148},"labels":[],"label_agreement":null},{"id":"W7132841538","doi":"10.5281/zenodo.18812919","title":"Cybersecurity Challenges and Countermeasures in East African Financial Systems","year":2005,"lang":"en","type":"article","venue":"Open MIND","topic":"Information and Cyber Security","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":"Audit; Phishing; Data breach; Psychological intervention; Financial Audit; Qualitative property; Government (linguistics); FinTech","score_opus":0.04027829700013104,"score_gpt":0.26091480978968307,"score_spread":0.22063651278955204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132841538","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":[0.99755245,0.00020877403,0.00090055866,0.00023280122,0.0000028412765,0.0000453944,0.000022246495,0.00000352087,0.0010314101],"genre_scores_gemma":[0.99873716,0.00019219203,0.00086956954,0.000015379386,0.000001448408,0.000020919975,0.000012745874,7.177562e-7,0.00014984926],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842525,0.0010119963,0.000093429204,0.00010408596,0.000114263305,0.00025100666],"domain_scores_gemma":[0.99498147,0.0034287968,0.0010608453,0.0001262609,0.00026181532,0.00014085179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022828293,0.00040408896,0.00038317815,0.001410656,0.0012693397,0.0018881434,0.00043494673,0.0008473905,0.0014135494],"category_scores_gemma":[0.009530404,0.00033407024,0.00031421022,0.0019363159,0.0012293988,0.002723046,0.001340946,0.0006588713,0.00007606156],"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":[0.0007504862,0.00096085644,0.65815353,0.0012330548,0.00019576558,0.00409066,0.046411227,0.08625712,0.002379052,0.03256393,0.0011001276,0.16590412],"study_design_scores_gemma":[0.00011920984,0.0010536312,0.5346354,0.0010820772,0.0002022641,0.0012510451,0.17141216,0.25372925,0.0076776254,0.01860108,0.01010829,0.00012799112],"about_ca_topic_score_codex":0.01626245,"about_ca_topic_score_gemma":0.019249909,"teacher_disagreement_score":0.01626245,"about_ca_system_score_codex":0.0018043641,"about_ca_system_score_gemma":0.0021413595,"threshold_uncertainty_score":0.03233558},"labels":[],"label_agreement":null},{"id":"W7132851494","doi":"10.5281/zenodo.18812920","title":"Cybersecurity Challenges and Countermeasures in East African Financial Systems","year":2005,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Audit; Phishing; Data breach; Psychological intervention; Financial Audit; Qualitative property; Government (linguistics); FinTech","score_opus":0.031975795327404445,"score_gpt":0.21828604437195895,"score_spread":0.1863102490445545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132851494","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":[0.9973615,0.00023100899,0.00094442186,0.00024551433,0.0000029712053,0.00003748196,0.000026204132,0.0000037340017,0.0011471481],"genre_scores_gemma":[0.9988918,0.00020176028,0.00069883233,0.000014705547,0.0000014445197,0.000014427404,0.000013337696,8.038529e-7,0.00016288465],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988714,0.00066447636,0.000063904765,0.00007550698,0.00008748077,0.00023712005],"domain_scores_gemma":[0.99712366,0.0017665395,0.0007394966,0.000086066175,0.0001789587,0.0001052865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016263708,0.0003735372,0.00032691789,0.0013293878,0.0010642811,0.0017298689,0.0003583799,0.00073056185,0.0014323374],"category_scores_gemma":[0.00626045,0.00029010553,0.00025908882,0.0016892449,0.0010401272,0.002301195,0.0011768305,0.000518175,0.00008035315],"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":[0.0008034572,0.0008080844,0.64737266,0.001246091,0.00019716435,0.0049365372,0.04126269,0.08509968,0.003940154,0.040428773,0.0013582548,0.17254652],"study_design_scores_gemma":[0.000102904385,0.00083789905,0.5512043,0.0010828266,0.0001918161,0.0014423148,0.16488928,0.23982608,0.010026244,0.017036198,0.013237293,0.00012276546],"about_ca_topic_score_codex":0.013724127,"about_ca_topic_score_gemma":0.015612824,"teacher_disagreement_score":0.013724127,"about_ca_system_score_codex":0.0015328513,"about_ca_system_score_gemma":0.0017193707,"threshold_uncertainty_score":0.027288496},"labels":[],"label_agreement":null},{"id":"W7132999523","doi":"","title":"Towards Identifying Vulnerabilities with Delayed Patching and Public Disclosure in Open-Source Communities","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Information and Cyber Security","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":"Vulnerability (computing); Hacker; Secure coding; Set (abstract data type); Full disclosure; Vulnerability assessment; Qualitative analysis; Vulnerability management","score_opus":0.0369662127416891,"score_gpt":0.327694231665051,"score_spread":0.2907280189233619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132999523","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":[0.9227741,0.0010718874,0.0666866,0.0019550845,0.000054785178,0.00035432944,0.0011570209,0.0006462759,0.005300005],"genre_scores_gemma":[0.9647106,0.00034216928,0.03257311,0.00016644619,0.000020931802,0.00014474438,0.00089972455,0.000042847034,0.0010994651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995776,0.0013839165,0.00029927466,0.0010095258,0.0010666506,0.0004645896],"domain_scores_gemma":[0.9412937,0.0346564,0.01448409,0.0025981858,0.0057381014,0.0012295442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060832826,0.00066955783,0.0005263554,0.0058432813,0.0011051596,0.0035431667,0.0011764253,0.0013562591,0.0012260152],"category_scores_gemma":[0.03813105,0.0004471089,0.00096334354,0.0027440432,0.0011045508,0.006186103,0.0030075111,0.0016370892,0.0003894869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021039235,0.0003854312,0.83055097,0.0007066465,0.00014497488,0.0007724707,0.011501359,0.010210418,0.0045581623,0.012220981,0.003958425,0.12477984],"study_design_scores_gemma":[0.00004840117,0.00043971467,0.34465072,0.0011669088,0.000442662,0.0018393444,0.030433401,0.53563726,0.014599105,0.05173664,0.018718667,0.00028721232],"about_ca_topic_score_codex":0.009495543,"about_ca_topic_score_gemma":0.011585147,"teacher_disagreement_score":0.009495543,"about_ca_system_score_codex":0.0019229824,"about_ca_system_score_gemma":0.003125367,"threshold_uncertainty_score":0.032171845},"labels":[],"label_agreement":null},{"id":"W7138018234","doi":"10.5281/zenodo.19069487","title":"Urban Youth Engagement with Cybersecurity Workshops: Skill Acquisition and Future Prospects Analysis","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Mentorship; Thematic analysis; Likert scale; The Internet; Nepali; Qualitative research; Youth engagement; Scale (ratio); Qualitative property","score_opus":0.01190241331472747,"score_gpt":0.20616149661439723,"score_spread":0.19425908329966976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138018234","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":[0.9982967,0.00004757497,0.00015519548,0.00009032517,0.0000025756583,0.000047078538,0.00011930567,0.0000040762334,0.0012370578],"genre_scores_gemma":[0.9984503,0.0001431525,0.0002463021,0.00002753539,0.0000020298974,0.00009869533,0.00012477236,0.0000022569811,0.0009049799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886227,0.00032740337,0.0000532444,0.00006900372,0.00012735401,0.0005607318],"domain_scores_gemma":[0.99783355,0.0006859921,0.00030746983,0.00006116176,0.00060398114,0.00050773955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027053338,0.0002833515,0.00025365796,0.0016740375,0.001483144,0.0017996681,0.00060137693,0.0002906376,0.0029825326],"category_scores_gemma":[0.0028872713,0.00017998354,0.00036120467,0.0018757997,0.00040988676,0.0006325726,0.0023665281,0.000443634,0.00037328072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015271755,0.00057946,0.8203943,0.0003577922,0.000028971259,0.00055662735,0.11109468,0.0002340199,0.0011466199,0.0006542309,0.00103186,0.06376876],"study_design_scores_gemma":[0.0000061005235,0.00023660198,0.674759,0.00015337586,0.000025459776,0.00013347948,0.32011852,0.0004932759,0.00086487574,0.00016687959,0.0030318096,0.000010837703],"about_ca_topic_score_codex":0.014664303,"about_ca_topic_score_gemma":0.036476742,"teacher_disagreement_score":0.014664303,"about_ca_system_score_codex":0.0022584908,"about_ca_system_score_gemma":0.0030841029,"threshold_uncertainty_score":0.029157877},"labels":[],"label_agreement":null},{"id":"W7138034397","doi":"10.5281/zenodo.19069486","title":"Urban Youth Engagement with Cybersecurity Workshops: Skill Acquisition and Future Prospects Analysis","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"Mentorship; Thematic analysis; Likert scale; The Internet; Nepali; Qualitative research; Youth engagement; Scale (ratio); Qualitative property","score_opus":0.01190241331472747,"score_gpt":0.20616149661439723,"score_spread":0.19425908329966976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138034397","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":[0.9982967,0.00004757497,0.00015519548,0.00009032517,0.0000025756583,0.000047078538,0.00011930567,0.0000040762334,0.0012370578],"genre_scores_gemma":[0.9984503,0.0001431525,0.0002463021,0.00002753539,0.0000020298974,0.00009869533,0.00012477236,0.0000022569811,0.0009049799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886227,0.00032740337,0.0000532444,0.00006900372,0.00012735401,0.0005607318],"domain_scores_gemma":[0.99783355,0.0006859921,0.00030746983,0.00006116176,0.00060398114,0.00050773955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027053338,0.0002833515,0.00025365796,0.0016740375,0.001483144,0.0017996681,0.00060137693,0.0002906376,0.0029825326],"category_scores_gemma":[0.0028872713,0.00017998354,0.00036120467,0.0018757997,0.00040988676,0.0006325726,0.0023665281,0.000443634,0.00037328072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015271755,0.00057946,0.8203943,0.0003577922,0.000028971259,0.00055662735,0.11109468,0.0002340199,0.0011466199,0.0006542309,0.00103186,0.06376876],"study_design_scores_gemma":[0.0000061005235,0.00023660198,0.674759,0.00015337586,0.000025459776,0.00013347948,0.32011852,0.0004932759,0.00086487574,0.00016687959,0.0030318096,0.000010837703],"about_ca_topic_score_codex":0.014664303,"about_ca_topic_score_gemma":0.036476742,"teacher_disagreement_score":0.014664303,"about_ca_system_score_codex":0.0022584908,"about_ca_system_score_gemma":0.0030841029,"threshold_uncertainty_score":0.029157877},"labels":[],"label_agreement":null},{"id":"W7140265718","doi":"","title":"The Software Scene","year":2000,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Information and Cyber Security","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":"Software; Audit; Internal audit; Control (management); Internal security; Data extraction","score_opus":0.005394450794730679,"score_gpt":0.1803187699466564,"score_spread":0.17492431915192574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140265718","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":[0.095953844,0.009522534,0.009642057,0.08486627,0.002733774,0.000083131614,0.0016007139,0.0016266705,0.7939711],"genre_scores_gemma":[0.5790384,0.008093634,0.0077133095,0.026962679,0.0012543605,0.00010676655,0.0036880826,0.0019210109,0.37122172],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819344,0.00037743087,0.000060013575,0.0002442999,0.000700557,0.00042438245],"domain_scores_gemma":[0.99781454,0.0005384096,0.00020344349,0.00022399239,0.0005868749,0.000632755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012876788,0.00028439888,0.00020512148,0.0022170816,0.0037571264,0.008398479,0.0006981209,0.001267586,0.031239208],"category_scores_gemma":[0.0050613596,0.0002681531,0.00027097992,0.0024661524,0.0029116718,0.0075452053,0.0040907515,0.0026613341,0.0076274374],"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":[0.00008516214,0.000050909694,0.005505276,0.0001330444,0.000008052296,0.0005418286,0.010521729,0.00013002998,0.0016245566,0.2718787,0.52779484,0.1817259],"study_design_scores_gemma":[0.000003145528,0.000019256717,0.003623189,0.00006379525,0.0000018894696,0.00021286773,0.0036820094,0.00010093089,0.00022349466,0.0055127614,0.9865493,0.0000073437786],"about_ca_topic_score_codex":0.011442441,"about_ca_topic_score_gemma":0.017002124,"teacher_disagreement_score":0.031239208,"about_ca_system_score_codex":0.0030925456,"about_ca_system_score_gemma":0.0021522925,"threshold_uncertainty_score":0.1045056},"labels":[],"label_agreement":null},{"id":"W7147667318","doi":"10.71465/ijictt62","title":"Cybersecurity in the Age of Digital Transformation: Emerging Challenges and Solutions","year":2021,"lang":"","type":"article","venue":"International Journal of Information and Communication Technology Trends","topic":"Information and Cyber Security","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 Guelph","funders":"","keywords":"Digital transformation; Cloud computing; Safeguard; The Internet; Emerging technologies; Key (lock); Cyber threats; Government (linguistics); Data Protection Act 1998","score_opus":0.022462881323430838,"score_gpt":0.2724075567224913,"score_spread":0.24994467539906046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7147667318","genre_codex":"commentary","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":[0.034490723,0.26440305,0.06014561,0.5717301,0.0034182041,0.00010470831,0.0001430358,0.00034486802,0.06521976],"genre_scores_gemma":[0.5275993,0.39579228,0.037922665,0.027056783,0.0042183767,0.00015802417,0.00018711243,0.00008589832,0.006979565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975533,0.00092191255,0.00012690456,0.00022448112,0.0007448544,0.00042852515],"domain_scores_gemma":[0.9940486,0.0031996435,0.00058859226,0.0003309266,0.00091096084,0.00092134264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049440833,0.00077429565,0.0008769246,0.002619438,0.0035500252,0.0151156215,0.0014110141,0.0072035925,0.0031516307],"category_scores_gemma":[0.0044272323,0.00037539584,0.00065744127,0.002618128,0.008754689,0.023246072,0.009066242,0.009948158,0.0006935132],"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":[0.0000366,0.0001283345,0.0040529817,0.0013674791,0.00006165289,0.00069613016,0.003877078,0.0045756022,0.0012425304,0.7383399,0.028070357,0.21755138],"study_design_scores_gemma":[0.000008589041,0.00008892828,0.001701524,0.0026126748,0.000027963853,0.0010993306,0.025553232,0.008220472,0.00061733264,0.7520347,0.20794976,0.000085486594],"about_ca_topic_score_codex":0.0012925664,"about_ca_topic_score_gemma":0.0019883127,"teacher_disagreement_score":0.0151156215,"about_ca_system_score_codex":0.003417323,"about_ca_system_score_gemma":0.0068102633,"threshold_uncertainty_score":0.026147127},"labels":[],"label_agreement":null},{"id":"W7153991134","doi":"10.1145/3772318.3809062","title":"10.1145/3772318.3809062","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Software; Software development; Information privacy; Privacy software","score_opus":0.004740489467115449,"score_gpt":0.17194179532229753,"score_spread":0.1672013058551821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7153991134","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":[0.002165806,0.0050138487,0.009420231,0.0012065199,0.0023477627,0.00047176113,0.011447692,0.014446619,0.95347977],"genre_scores_gemma":[0.0033741752,0.0020990507,0.0015493409,0.0006582652,0.00014276798,0.0001957026,0.0058913985,0.0016986721,0.9843907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991455,0.00005307301,0.00007327436,0.00025609584,0.00027326017,0.0001988723],"domain_scores_gemma":[0.99831885,0.0003469252,0.00008125148,0.0005385934,0.0003949363,0.00031931393],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020650516,0.0041647824,0.002814747,0.003232738,0.0032221093,0.0055663846,0.0031726765,0.005763582,0.9506809],"category_scores_gemma":[0.003042334,0.002225442,0.0014591786,0.009877258,0.0018534844,0.012211842,0.0061435574,0.0031132468,0.9695691],"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":[0.0003066878,0.00021201931,0.000571877,0.0006631416,0.000050766364,0.00027465625,0.0001273946,0.0006759952,0.0014808541,0.0070969947,0.6778226,0.31071696],"study_design_scores_gemma":[0.000044096138,0.000039494666,0.0008117737,0.00029834878,0.0000497936,0.00016882559,0.00009636977,0.0008161277,0.00052640575,0.0014519476,0.99565434,0.000042476986],"about_ca_topic_score_codex":0.02156563,"about_ca_topic_score_gemma":0.016321292,"teacher_disagreement_score":0.04931909,"about_ca_system_score_codex":0.0028231307,"about_ca_system_score_gemma":0.0013206324,"threshold_uncertainty_score":0.07034773},"labels":[],"label_agreement":null},{"id":"W7154166020","doi":"10.1145/3772318.3809077","title":"10.1145/3772318.3809077","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Information and Cyber Security","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":"Session (web analytics); Corporate governance; Information governance; Session key","score_opus":0.004751322263596029,"score_gpt":0.17215628379164916,"score_spread":0.16740496152805312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154166020","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":[0.0022701852,0.005292896,0.009676807,0.0012563795,0.0024139285,0.00044646417,0.011489191,0.01361783,0.95353633],"genre_scores_gemma":[0.003593177,0.002238055,0.0016376287,0.0006387477,0.00014405794,0.00018734159,0.006333398,0.0016976189,0.98352987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991671,0.00005570565,0.00007237758,0.00024132762,0.00026637386,0.00019713951],"domain_scores_gemma":[0.9983498,0.0003498229,0.00007928324,0.00053027587,0.00037847913,0.00031234938],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020180235,0.004093579,0.0026657183,0.0032208655,0.003152311,0.005286015,0.002983707,0.0056367824,0.94461256],"category_scores_gemma":[0.0030861984,0.002013701,0.0013755228,0.009853856,0.0017922941,0.011743163,0.0059320955,0.0029913594,0.9643297],"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":[0.00029133717,0.00019213361,0.0005715834,0.0006414796,0.0000480209,0.00025996158,0.00012510148,0.00068980124,0.0014175646,0.0068274112,0.6697019,0.3192337],"study_design_scores_gemma":[0.000040030292,0.000034944656,0.0007929314,0.00027322056,0.000047713373,0.00016455002,0.00009458724,0.0008262093,0.00052289944,0.001501197,0.99566406,0.000037567344],"about_ca_topic_score_codex":0.020093959,"about_ca_topic_score_gemma":0.015457406,"teacher_disagreement_score":0.055387437,"about_ca_system_score_codex":0.0026814674,"about_ca_system_score_gemma":0.0013044421,"threshold_uncertainty_score":0.07900345},"labels":[],"label_agreement":null},{"id":"W7154464102","doi":"10.1109/intellisecai66368.2025.11472813","title":"Ai-Driven Cybersecurity Awareness Training (CSAT) Framework","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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 Laval","funders":"","keywords":"Training (meteorology); Government (linguistics); Key (lock); Component (thermodynamics)","score_opus":0.02472470963216107,"score_gpt":0.30065796472409434,"score_spread":0.2759332550919333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154464102","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":[0.03010156,0.00019233699,0.9482335,0.0014592231,0.00007461801,0.00016723949,0.000121090656,0.00048614197,0.019164294],"genre_scores_gemma":[0.83102053,0.00024133374,0.15866582,0.00023110134,0.000049387803,0.00028761916,0.00013039754,0.000046850444,0.009326899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994985,0.00020057977,0.00001621154,0.00010696812,0.000110827306,0.00006691391],"domain_scores_gemma":[0.99927944,0.0003279349,0.000081243146,0.00005604486,0.0001246135,0.0001307954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080380053,0.00044922443,0.00027470573,0.000599519,0.00051598425,0.0008718665,0.0013093638,0.00085736305,0.0033790106],"category_scores_gemma":[0.0013892667,0.00021418631,0.0004502164,0.00035121772,0.0011452133,0.0010909983,0.001075697,0.001093158,0.0004627674],"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":[0.00005689402,0.00025101335,0.0028558949,0.00011356032,0.000044120578,0.00017653365,0.0004951299,0.7623034,0.0029039148,0.1548914,0.0023513043,0.07355678],"study_design_scores_gemma":[0.000007882892,0.000062050945,0.00034599355,0.000014964778,0.0000094292245,0.000047050362,0.00007115343,0.95869684,0.00045071082,0.037473213,0.0028108214,0.000009887945],"about_ca_topic_score_codex":0.0049677948,"about_ca_topic_score_gemma":0.0053390707,"teacher_disagreement_score":0.0049677948,"about_ca_system_score_codex":0.0009612,"about_ca_system_score_gemma":0.0023959363,"threshold_uncertainty_score":0.011303961},"labels":[],"label_agreement":null},{"id":"W7160540135","doi":"10.1109/raaicon69033.2025.11502089","title":"Effect of Intelligent Cybersecurity Systems on Data Protection and Breach Reduction in Bangladeshi IT Firms","year":2025,"lang":"","type":"article","venue":"","topic":"Information and Cyber Security","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":"Wycliffe College","funders":"","keywords":"Data Protection Act 1998; SAFER; Order (exchange); Data breach; Variance (accounting); Privacy protection; Social protection; Empirical research","score_opus":0.024655004935706656,"score_gpt":0.28899652209448734,"score_spread":0.2643415171587807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160540135","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":[0.9925759,0.00016288311,0.00014787643,0.0007453112,0.0000035364435,0.000025469046,0.000024660763,0.000005962853,0.0063084583],"genre_scores_gemma":[0.9992812,0.00010045161,0.00006391923,0.000039734517,0.0000013654644,0.0000057388124,0.000011367162,0.0000014275308,0.00049478735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936737,0.0028844639,0.0003682398,0.0004278677,0.0013195527,0.0013261355],"domain_scores_gemma":[0.97506577,0.009609585,0.008083123,0.0012521469,0.003041715,0.0029476783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214201,0.00025476314,0.00022664972,0.0011100919,0.0011039939,0.0026922696,0.00052884145,0.00067871803,0.005624574],"category_scores_gemma":[0.019993821,0.00019422019,0.00032411373,0.0013774255,0.0016239161,0.0014089436,0.0024527013,0.0014744188,0.0004913384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039140743,0.0010163268,0.8799848,0.0003180955,0.000115189745,0.00080992986,0.019536192,0.0016449782,0.0022430995,0.004650466,0.0010312698,0.088258214],"study_design_scores_gemma":[0.00001458297,0.00058006664,0.96099776,0.00015043093,0.000043461085,0.000118159405,0.03209587,0.0008637212,0.0008319783,0.00046913218,0.0038082043,0.000026663833],"about_ca_topic_score_codex":0.026393881,"about_ca_topic_score_gemma":0.023053272,"teacher_disagreement_score":0.026393881,"about_ca_system_score_codex":0.004540526,"about_ca_system_score_gemma":0.00444028,"threshold_uncertainty_score":0.05248052},"labels":[],"label_agreement":null},{"id":"W7164899208","doi":"10.1080/17153379.2004.12554094","title":"The Evolution of Us-Rok Security Consultation","year":2004,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Information and Cyber Security","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":"","score_opus":0.005293947527375801,"score_gpt":0.20608824369413883,"score_spread":0.20079429616676303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164899208","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":[0.04588739,0.0031693706,0.00727562,0.39403528,0.002681362,0.00013292616,0.00021343883,0.0004775128,0.54612714],"genre_scores_gemma":[0.80607516,0.0010397761,0.004506107,0.102959976,0.00085755065,0.00026921747,0.00012671898,0.00051918026,0.083646365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9343039,0.037869267,0.0014167826,0.006123841,0.009351978,0.010934296],"domain_scores_gemma":[0.8559098,0.08984077,0.0048358343,0.007883795,0.022378068,0.019151676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05002304,0.00039836855,0.0006680389,0.0053258385,0.028394058,0.029063938,0.0038153566,0.017517302,0.03419392],"category_scores_gemma":[0.13971852,0.0011552651,0.0007477842,0.006297098,0.02739606,0.018200953,0.01609459,0.020808358,0.0025212455],"study_design_candidate":"observational","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":[0.00006286688,0.000077208504,0.002043172,0.0000714303,0.000017653383,0.00021421787,0.014290735,0.0005162653,0.00021649964,0.87127686,0.075896114,0.03531708],"study_design_scores_gemma":[0.000040015806,0.00006548747,0.0053525446,0.00040331003,0.000015045163,0.0001976913,0.023149531,0.0013935955,0.0005056936,0.10348708,0.8652744,0.00011551495],"about_ca_topic_score_codex":0.08109392,"about_ca_topic_score_gemma":0.12644692,"teacher_disagreement_score":0.08109392,"about_ca_system_score_codex":0.061718322,"about_ca_system_score_gemma":0.061477616,"threshold_uncertainty_score":0.44779986},"labels":[],"label_agreement":null},{"id":"W7165516577","doi":"10.5281/zenodo.20804532","title":"Higher Ed Protest Event Dataset - Codebooks and Adjudication Guidelines","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Information and Cyber Security","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":"National Science Foundation","keywords":"Codebook; Adjudication; Event (particle physics); Event data; Annotation","score_opus":0.04936427606665863,"score_gpt":0.2891784756341129,"score_spread":0.23981419956745428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165516577","genre_codex":"dataset","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":[0.0018094815,0.00014948352,0.0066987667,0.0005708596,0.00021671542,0.0021822837,0.9786799,0.0026984757,0.006994075],"genre_scores_gemma":[0.002450478,0.00006923746,0.011349648,0.00021186903,0.00003357185,0.0034574436,0.97873926,0.00046500322,0.0032234937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99028087,0.002014229,0.0026580219,0.0014235576,0.0028791314,0.0007441082],"domain_scores_gemma":[0.9646336,0.009213234,0.0023139734,0.008302973,0.013544766,0.0019914825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0096000265,0.0010177444,0.0010295758,0.006143703,0.0018087812,0.0032655273,0.0025111146,0.0019953544,0.05476635],"category_scores_gemma":[0.053184535,0.0006909325,0.0012125248,0.00652815,0.001067314,0.002352286,0.004726709,0.0026269997,0.051349435],"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":[0.00016182131,0.00010568939,0.0030680352,0.0008027695,0.000019255915,0.00006838582,0.0003067542,0.0004388933,0.0005622374,0.0043834015,0.97218496,0.017897693],"study_design_scores_gemma":[0.00016700642,0.000039968785,0.008694627,0.0005049691,0.000012559955,0.00009791293,0.0004828099,0.001326437,0.00080205564,0.0043203398,0.9834906,0.00006073734],"about_ca_topic_score_codex":0.01682897,"about_ca_topic_score_gemma":0.03960575,"teacher_disagreement_score":0.05476635,"about_ca_system_score_codex":0.0029254563,"about_ca_system_score_gemma":0.008112725,"threshold_uncertainty_score":0.18321174},"labels":[],"label_agreement":null},{"id":"W73857834","doi":"10.22215/timreview/717","title":"On the Road to Holistic Decision Making in Adaptive Security","year":2013,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"The Internet; Internet privacy; Computer security; Computer science; Business; World Wide Web; Advertising","score_opus":0.029707556910400654,"score_gpt":0.3030696381329064,"score_spread":0.2733620812225057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W73857834","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":[0.018518617,0.31512064,0.31418294,0.17740174,0.003349991,0.00030298307,0.00023384018,0.00029231198,0.17059693],"genre_scores_gemma":[0.6775626,0.13983661,0.15675169,0.01631122,0.002358694,0.00058195693,0.00024186634,0.00009236721,0.0062629725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98912,0.0075907046,0.00042094517,0.00067146774,0.0016407145,0.00055608683],"domain_scores_gemma":[0.9853227,0.010329037,0.00094149204,0.0008858715,0.0018500566,0.00067084853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018001162,0.0013796352,0.0016098107,0.0019628876,0.0012339273,0.008295497,0.0025818239,0.0036391353,0.005335947],"category_scores_gemma":[0.017420638,0.0004959402,0.0011786715,0.001714622,0.014039964,0.008326769,0.0044862865,0.0048576575,0.0008421848],"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":[0.00008966933,0.00012583495,0.0012457299,0.0023066993,0.00030475913,0.00011975624,0.0014904409,0.01743975,0.00038113844,0.7666535,0.010444374,0.1993984],"study_design_scores_gemma":[0.000024081697,0.000044718094,0.0006675583,0.0010281925,0.000029998952,0.00004243999,0.00065979006,0.004820949,0.00014363893,0.960485,0.032025132,0.000028372117],"about_ca_topic_score_codex":0.004471567,"about_ca_topic_score_gemma":0.004542641,"teacher_disagreement_score":0.018001162,"about_ca_system_score_codex":0.005374309,"about_ca_system_score_gemma":0.0076061036,"threshold_uncertainty_score":0.09520036},"labels":[],"label_agreement":null},{"id":"W747001353","doi":"10.22215/timreview/904","title":"Secure by Design: Cybersecurity Extensions to Project Management Maturity Models for Critical Infrastructure Projects","year":2015,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Information and Cyber Security","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Critical infrastructure; Maturity (psychological); Capability Maturity Model; Business; Computer security; Distribution (mathematics); Process management; Computer science; Political science","score_opus":0.05206180599944902,"score_gpt":0.32764142488515513,"score_spread":0.2755796188857061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W747001353","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":[0.052578963,0.022867797,0.8284449,0.01598206,0.00064027106,0.0011778611,0.0020359352,0.001762449,0.074509814],"genre_scores_gemma":[0.56440717,0.012561628,0.41077247,0.0008193968,0.00032445716,0.002322767,0.0018702506,0.00026964964,0.0066522215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99597025,0.002415188,0.00031147507,0.00028898584,0.00079957454,0.00021460107],"domain_scores_gemma":[0.9831713,0.01138322,0.0018765724,0.0008036582,0.0023376024,0.00042764287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011614312,0.000805677,0.000533628,0.0035530021,0.0007359694,0.0032275931,0.0016852067,0.0012546005,0.0066662407],"category_scores_gemma":[0.030856138,0.00044504253,0.0016767267,0.0037283748,0.0008828305,0.00580223,0.0021198865,0.0022774856,0.0012391052],"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":[0.00013079995,0.00020650892,0.009907031,0.0011277092,0.00015244143,0.000082360784,0.001144716,0.029101431,0.00029686873,0.587971,0.016904792,0.3529743],"study_design_scores_gemma":[0.000083524035,0.0002592203,0.012988354,0.002236873,0.00023986964,0.00021815138,0.0011807259,0.23796752,0.00063307857,0.61932623,0.12476768,0.00009868245],"about_ca_topic_score_codex":0.0047380305,"about_ca_topic_score_gemma":0.0060835653,"teacher_disagreement_score":0.011614312,"about_ca_system_score_codex":0.0052005216,"about_ca_system_score_gemma":0.0038414416,"threshold_uncertainty_score":0.061423063},"labels":[],"label_agreement":null},{"id":"W767894948","doi":"","title":"Survey Spotlights Need for Data and Security Strategies: Organizations Must Know Where Their Critical Information Is Stored, Moved, and Processed","year":2013,"lang":"en","type":"article","venue":"Journal of accountancy online/Journal of accountancy","topic":"Information and Cyber Security","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":"Business; Asset (computer security); Sophistication; Confidentiality; Information technology; The Internet; Public relations; Phone; Internet privacy; Computer security; Computer science; Political science","score_opus":0.015443674313447812,"score_gpt":0.27733320873514533,"score_spread":0.26188953442169755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W767894948","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":[0.6012528,0.0031442621,0.0038937163,0.18108337,0.0028152694,0.00066171703,0.027851341,0.0005424594,0.17875509],"genre_scores_gemma":[0.8905845,0.005158162,0.004337792,0.037955564,0.0012991155,0.00085628004,0.016571907,0.00012410506,0.043112498],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973029,0.00044975601,0.00024908455,0.0001783956,0.0012770662,0.0005427696],"domain_scores_gemma":[0.97837514,0.003554951,0.0020682127,0.0007794002,0.011793979,0.0034282343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036866213,0.00025125672,0.00023810158,0.0019545057,0.001620535,0.0028571712,0.00039835094,0.00081817905,0.0147897415],"category_scores_gemma":[0.011544185,0.00019133295,0.00029133173,0.0031881763,0.0006753744,0.0021776387,0.0014837846,0.0017330666,0.002909466],"study_design_candidate":"observational","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":[0.0000732437,0.000121606485,0.23142219,0.00071725075,0.00002653526,0.00007604941,0.0063353633,0.00009307776,0.0011288439,0.0042462144,0.6457032,0.1100564],"study_design_scores_gemma":[0.000014990985,0.00019835499,0.45089003,0.00061325973,0.000025101728,0.00009957188,0.05865225,0.00026130097,0.00075957034,0.0011950238,0.4872381,0.000052382697],"about_ca_topic_score_codex":0.03888048,"about_ca_topic_score_gemma":0.08019718,"teacher_disagreement_score":0.03888048,"about_ca_system_score_codex":0.0020457883,"about_ca_system_score_gemma":0.008089176,"threshold_uncertainty_score":0.0773083},"labels":[],"label_agreement":null},{"id":"W78935598","doi":"10.2172/1037742","title":"Cyber Security Indications and Warning System (SV) (CRADA 1573.94 Project Accomplishments Summary)","year":2011,"lang":"en","type":"report","venue":"","topic":"Information and Cyber Security","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":"Lockheed Martin (Canada)","funders":"","keywords":"Schedule; Scope (computer science); Scalability; Computer science; Computer security; Warning system; Scale (ratio); Identification (biology); Focus (optics); Data science; Telecommunications; Database; Geography; Operating system","score_opus":0.03818040414422809,"score_gpt":0.279719026810818,"score_spread":0.24153862266658993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W78935598","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":[0.09461933,0.0014226864,0.19368462,0.008865585,0.0025517426,0.0098218275,0.11177273,0.060939204,0.5163223],"genre_scores_gemma":[0.23827353,0.00089037913,0.17785321,0.0006938603,0.00039339563,0.0023168381,0.15217562,0.00480447,0.42259875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724555,0.00064154784,0.000108926186,0.0002731393,0.0012989072,0.00043204738],"domain_scores_gemma":[0.993306,0.0004598936,0.00045205193,0.0007223026,0.0038643936,0.0011954039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005988976,0.0011208528,0.00044012585,0.0023302042,0.00081032625,0.0020157527,0.0018337378,0.0012113197,0.058232818],"category_scores_gemma":[0.0066123446,0.00050882855,0.00046000478,0.0008378772,0.0005820409,0.001028182,0.0016093442,0.0013464143,0.033853672],"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":[0.0010553768,0.00043455005,0.0043167197,0.00020429504,0.00003663884,0.00016405113,0.00017004044,0.007543437,0.0068578734,0.009786748,0.7413684,0.22806191],"study_design_scores_gemma":[0.0008043634,0.0021096582,0.016627306,0.00013108087,0.000052457683,0.00036434908,0.00024196856,0.026115913,0.023237117,0.0024905,0.92773515,0.00009013629],"about_ca_topic_score_codex":0.026864108,"about_ca_topic_score_gemma":0.019751137,"teacher_disagreement_score":0.058232818,"about_ca_system_score_codex":0.0019074796,"about_ca_system_score_gemma":0.008043453,"threshold_uncertainty_score":0.19480819},"labels":[],"label_agreement":null},{"id":"W84450104","doi":"","title":"THE IM P ACT OF INFORM A TION SECURITY BREACHES ON FINANCIAL PERFORMANCE OF THE BREACHED FIRMS: AN EMPIRICAL INVESTIG A TION","year":2006,"lang":"eo","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":47,"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":"Business; Quarter (Canadian coin); Sample (material); Control (management); Event study; Empirical evidence; Finance; Actuarial science; Economics; Management","score_opus":0.017493556656379885,"score_gpt":0.2500972954334623,"score_spread":0.23260373877708243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W84450104","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":[0.9990958,0.000078401965,0.0000620736,0.000076069904,0.0000025160916,0.000007910097,0.000017728265,0.0000013821615,0.00065811735],"genre_scores_gemma":[0.9995289,0.00006839354,0.00004202929,0.000019969024,0.0000074499967,0.0000042397014,0.00003504709,7.2704074e-7,0.00029323366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949811,0.0020920257,0.00038496574,0.00032910286,0.0013966011,0.00081607647],"domain_scores_gemma":[0.9164212,0.03207884,0.039667826,0.004181802,0.00386347,0.0037868018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004615849,0.00031808534,0.00052569533,0.0015477475,0.0006791121,0.0021205714,0.0006305727,0.0012535523,0.0032363893],"category_scores_gemma":[0.027891988,0.00023137846,0.0004438969,0.0011686522,0.0013043296,0.0025015753,0.0016182585,0.0020116358,0.00070681766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009252989,0.0032191172,0.97560877,0.000062191844,0.00018927966,0.00030742612,0.0009843596,0.00070199085,0.0008569515,0.0005504921,0.0002137652,0.016380377],"study_design_scores_gemma":[0.000020874511,0.001971489,0.99247324,0.000028334402,0.00006811865,0.00016314964,0.0020954018,0.0015967601,0.00093697145,0.00021977857,0.00040773704,0.000018149378],"about_ca_topic_score_codex":0.0020531456,"about_ca_topic_score_gemma":0.00226288,"teacher_disagreement_score":0.004615849,"about_ca_system_score_codex":0.000968463,"about_ca_system_score_gemma":0.00079290965,"threshold_uncertainty_score":0.024411201},"labels":[],"label_agreement":null},{"id":"W90932798","doi":"10.3233/978-1-61499-488-6-342","title":"Information System Hazard Analysis: A Method for Identifying Technology-induced Latent Errors for Safety","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Information and Cyber Security","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 British Columbia Hospital; University of Victoria","funders":"","keywords":"Computer science; Hazard analysis; Hazard; Data mining; Reliability engineering; Risk analysis (engineering); Data science; Engineering; Medicine","score_opus":0.09352562928702655,"score_gpt":0.3915332903693763,"score_spread":0.2980076610823497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W90932798","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":[0.0021956014,0.00029844546,0.99345833,0.00019145316,0.00004902694,0.00027556217,0.0004515753,0.0013971758,0.0016828345],"genre_scores_gemma":[0.0689611,0.0005147831,0.92608535,0.00014690441,0.00011503398,0.00077014405,0.0007678955,0.00028218116,0.0023566023],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9922869,0.0028871463,0.00058201415,0.0010735708,0.0029177128,0.0002526326],"domain_scores_gemma":[0.9767612,0.014335635,0.0026352573,0.0032113546,0.0027285984,0.0003279218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00800223,0.002736567,0.0013442738,0.014100516,0.0016064851,0.0032076354,0.0023065163,0.0020290357,0.007168854],"category_scores_gemma":[0.027754558,0.000864315,0.0034376825,0.0050741527,0.0026209536,0.004198616,0.002883327,0.0030086623,0.0024377366],"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":[0.00053603,0.0004931831,0.027153892,0.0019846365,0.0009443008,0.00062491745,0.0023987403,0.054784562,0.016145414,0.18241021,0.01703438,0.69548976],"study_design_scores_gemma":[0.00018098853,0.0007240653,0.01202135,0.000974066,0.0007663321,0.0021805023,0.0017025275,0.5606727,0.031607278,0.31396392,0.07472151,0.00048477075],"about_ca_topic_score_codex":0.0040195202,"about_ca_topic_score_gemma":0.0031006488,"teacher_disagreement_score":0.014100516,"about_ca_system_score_codex":0.0015403325,"about_ca_system_score_gemma":0.0045981873,"threshold_uncertainty_score":0.04232037},"labels":[],"label_agreement":null},{"id":"W92573295","doi":"10.17705/1cais.02331","title":"Security Breach: The Case of TJX Companies, Inc.","year":2008,"lang":"en","type":"article","venue":"Communications of the Association for Information Systems","topic":"Information and Cyber Security","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":"Business; Scrutiny; Finance; Government (linguistics); Data breach; Credit card; Accounting; Computer security; Payment; Law","score_opus":0.029557713950357674,"score_gpt":0.2589259957809537,"score_spread":0.22936828183059604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92573295","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":[0.48846593,0.005557091,0.0060520307,0.21672313,0.0006939616,0.00018592563,0.00013227954,0.00011623405,0.28207338],"genre_scores_gemma":[0.91759616,0.0036470061,0.0018414507,0.039900932,0.0003227467,0.000077670804,0.000057862777,0.00006256363,0.036493517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","domain_scores_codex":[0.99433666,0.0020317417,0.00014512602,0.00045442343,0.0009858954,0.002046272],"domain_scores_gemma":[0.9939714,0.0029013806,0.0006687028,0.00033185023,0.0007304783,0.001396055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040818234,0.00088159775,0.00053988036,0.0016093258,0.035873294,0.01038802,0.0023604645,0.02789103,0.008285985],"category_scores_gemma":[0.010039963,0.0009585374,0.0011469098,0.0014984737,0.010462978,0.009630323,0.007089675,0.021952376,0.0011086199],"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":[0.00027074513,0.00087538955,0.024746718,0.00022825426,0.00014019902,0.22615416,0.17212752,0.0026284612,0.0015384766,0.4099601,0.13247994,0.028850103],"study_design_scores_gemma":[0.000096163254,0.00036686278,0.011100493,0.0010888581,0.0001679517,0.071639575,0.44492573,0.006776327,0.0026827012,0.055409875,0.40541527,0.0003302277],"about_ca_topic_score_codex":0.051447608,"about_ca_topic_score_gemma":0.0759877,"teacher_disagreement_score":0.051447608,"about_ca_system_score_codex":0.0075948746,"about_ca_system_score_gemma":0.0060158665,"threshold_uncertainty_score":0.10229629},"labels":[],"label_agreement":null},{"id":"W97271769","doi":"","title":"Developing Precise Misuse Cases with Security Robustness Analysis.","year":2010,"lang":"en","type":"article","venue":"Software Engineering and Knowledge Engineering","topic":"Information and Cyber Security","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 Alberta","funders":"","keywords":"Robustness (evolution); Computer science; Computer security; Security analysis","score_opus":0.007531437489867365,"score_gpt":0.21546738966104467,"score_spread":0.2079359521711773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W97271769","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":[0.018104723,0.00020890527,0.970748,0.0004888359,0.0000734237,0.00034091246,0.00037260985,0.004779152,0.0048833876],"genre_scores_gemma":[0.32944313,0.00033324282,0.66436046,0.00023681021,0.000075827265,0.0002430011,0.0012507336,0.0011736323,0.0028830343],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9838487,0.004375584,0.0011191538,0.0018122019,0.0075838696,0.001260613],"domain_scores_gemma":[0.9615384,0.022568261,0.0030306766,0.00856016,0.0038881532,0.00041432618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063096182,0.002184099,0.0011752297,0.004618683,0.0011456776,0.0038371102,0.003387178,0.0030045386,0.007567118],"category_scores_gemma":[0.06829151,0.0016868262,0.0030862382,0.001377978,0.00300554,0.007941563,0.0058378954,0.0036738145,0.0023754193],"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":[0.000755947,0.0007210611,0.018023657,0.0013554818,0.00061818183,0.006220306,0.0021283336,0.34754103,0.034075923,0.2044374,0.018815717,0.36530697],"study_design_scores_gemma":[0.00006433089,0.00012506646,0.00086495833,0.0002714314,0.00020371312,0.0015253079,0.00034632665,0.8206599,0.031767644,0.13228443,0.011817229,0.0000695602],"about_ca_topic_score_codex":0.003313232,"about_ca_topic_score_gemma":0.0050741094,"teacher_disagreement_score":0.007567118,"about_ca_system_score_codex":0.0010800126,"about_ca_system_score_gemma":0.0019985903,"threshold_uncertainty_score":0.033368826},"labels":[],"label_agreement":null}]}