{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"8a8cb5dab008","filters":{"venue":"Issues in Information Systems"}},"results":[{"id":"W1551426988","doi":"10.48009/1_iis_2010_9-16","title":"UTILIZING THE TECHNOLOGY ACCEPTANCE MODEL TO ASSESS THE EMPLOYEE ADOPTION OF INFORMATION SYSTEMS SECURITY MEASURES","year":2010,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Technology acceptance model; Information security; Business; Information systems security; Information technology; Knowledge management; Information system; Computer science; Management information systems; Computer security; Engineering; Human–computer interaction; Usability","authors":[{"name":"Cynthia M. Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1110019745895336,"gpt":0.3876555751127123,"spread":0.2766536005231787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006342067,0.0004888875,0.0003487161,0.001094762,0.0003384852,0.001151753,0.0004094387,0.0007381756,0.001843116],"category_scores_gemma":[0.02131926,0.0001774226,0.0008800811,0.0007420658,0.0005629336,0.001642931,0.0007850089,0.001136897,0.0003172758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005448693,"about_ca_system_score_gemma":0.001162114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001654833,"about_ca_topic_score_gemma":0.002459297,"domain_scores_codex":[0.9953467,0.002525868,0.0002855244,0.0001546532,0.001435256,0.0002520215],"domain_scores_gemma":[0.9836155,0.01053583,0.002240105,0.000629666,0.002561005,0.0004179976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003316839,0.00195948,0.8788416,0.0002486113,0.0004232103,0.000165692,0.00408215,0.006335958,0.003518261,0.006681054,0.0007274353,0.09668487],"study_design_scores_gemma":[0.0001169744,0.006556379,0.857026,0.0003639825,0.0003388772,0.0006078056,0.008567333,0.1100836,0.004543871,0.007057714,0.004603044,0.0001343419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739239,0.00009772153,0.02020492,0.0003371134,0.0000182543,0.0001745567,0.00006480743,0.00003551668,0.00514332],"genre_scores_gemma":[0.993678,0.00009387465,0.005286252,0.00006066283,0.00001272162,0.0001870515,0.00009620957,0.000004644905,0.000580518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006342067,"threshold_uncertainty_score":0.03354049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254289922","doi":"10.48009/3_iis_2015_1-10","title":"FACTORS AFFECTING CLOUD COMPUTING ADOPTION AMONG UNIVERSITIES AND COLLEGES IN THE UNITED STATES AND CANADA","year":2015,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Cloud computing; Business; Political science","authors":[{"name":"William E. Klug","is_ca":true},{"name":"Xue Bai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01455132074043469,"gpt":0.2272170734818659,"spread":0.2126657527414312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002086887,0.0001732153,0.0003082099,0.002247243,0.006306106,0.003374782,0.000973643,0.0004077816,0.002208857],"category_scores_gemma":[0.01147423,0.0002472105,0.0003461511,0.005571341,0.001438003,0.0006267994,0.001839128,0.001087001,0.000184022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04884525,"about_ca_system_score_gemma":0.1086912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906129,"about_ca_topic_score_gemma":0.9941692,"domain_scores_codex":[0.9971793,0.0002446011,0.0001509462,0.0001914072,0.001215694,0.001018102],"domain_scores_gemma":[0.9804367,0.002389982,0.001944792,0.0002619107,0.00739921,0.007567301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009569681,0.0001894253,0.955913,0.00006762037,0.00002598707,0.0002254131,0.01063107,0.0005608591,0.0005521668,0.001662932,0.002744823,0.02733102],"study_design_scores_gemma":[0.00000925571,0.00003178204,0.9711201,0.00008047773,0.00001493821,0.00005762063,0.02251572,0.001028694,0.0002293347,0.0001272875,0.004749677,0.00003515352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901305,0.0003676241,0.0001418779,0.001942576,0.00001248642,0.00005193315,0.0003384007,0.00001401373,0.007000589],"genre_scores_gemma":[0.9974847,0.0005160272,0.0002131535,0.0002291694,0.000003921215,0.00001348428,0.0001652192,0.000006405938,0.001367924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04884525,"threshold_uncertainty_score":0.3543987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W334965459","doi":"10.48009/2_iis_2007_171-179","title":"ICT USE: THE INFLUENCE OF CULTURAL DIMENSIONS ON THE NEED FOR MEDIA RICHNESS AND TECHNOLOGICAL RICHNESS","year":2007,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Species richness; Information and Communications Technology; Economic geography; Ecology; Geography; Computer science; Biology; World Wide Web","authors":[{"name":"Abdou Illia","is_ca":false},{"name":"Assion Lawson‐Body","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04181433105014415,"gpt":0.3257245373113036,"spread":0.2839102062611594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001898064,0.0001883751,0.0001893388,0.001416482,0.001300288,0.002527133,0.0003275915,0.0003647288,0.00170988],"category_scores_gemma":[0.01055656,0.0001561056,0.000266407,0.001516693,0.002351604,0.000806505,0.001421448,0.0005353757,0.0001052355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00266368,"about_ca_system_score_gemma":0.00394094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1646658,"about_ca_topic_score_gemma":0.2400306,"domain_scores_codex":[0.9983611,0.0005186237,0.0001211299,0.0001108617,0.0005742787,0.0003141058],"domain_scores_gemma":[0.9852064,0.007614911,0.002842662,0.0004865074,0.001910265,0.001939274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001525848,0.0001128976,0.9519531,0.00006515143,0.00008375588,0.0001662471,0.03162814,0.0001267521,0.001155857,0.0005774456,0.0001938516,0.01378421],"study_design_scores_gemma":[0.00000630456,0.00005749958,0.9637307,0.0000412402,0.00003245601,0.0000730454,0.0346587,0.0002280873,0.0002109259,0.0001423259,0.0008040571,0.00001463633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996802,0.00007509888,0.00005326446,0.00009380774,0.00000134159,0.00000906297,0.00002304591,0.00000106546,0.002941405],"genre_scores_gemma":[0.9996232,0.00009042509,0.00006581,0.00002703577,0.000001713675,0.000004896037,0.00001991953,0.000001121255,0.0001659671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646658,"threshold_uncertainty_score":0.3274146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295935452","doi":"10.48009/3_iis_2022_106","title":"UTILIZING DATA SCIENCE AND ANALYTICS IN PREDICTING CAMPUS PLACEMENT","year":2022,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Soil and Land Suitability Analysis","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Douglas College","funders":"","keywords":"Analytics; Data science; Data analysis; Computer science; Data mining","authors":[{"name":"Caesar Clemente","is_ca":true},{"name":"Myungjae Kwak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02617059324450222,"gpt":0.2775435070464539,"spread":0.2513729138019516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003945094,0.001009548,0.0005291419,0.009643903,0.0006543261,0.004042216,0.0004633951,0.001192242,0.00151928],"category_scores_gemma":[0.01689675,0.0002487938,0.0007529294,0.005994014,0.000509305,0.002558149,0.001068958,0.001556861,0.0009313381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007340824,"about_ca_system_score_gemma":0.001594844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007391009,"about_ca_topic_score_gemma":0.01140191,"domain_scores_codex":[0.9982205,0.0006506965,0.0002165782,0.0002115273,0.0005287459,0.0001719226],"domain_scores_gemma":[0.984784,0.01027576,0.001329741,0.0007456284,0.002076704,0.0007880814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002299341,0.001203541,0.7577168,0.0002578305,0.0002792488,0.0001660061,0.000211292,0.03300193,0.00124442,0.002385549,0.00704313,0.1962603],"study_design_scores_gemma":[0.00004570341,0.0006865911,0.2368722,0.0003559536,0.0001629398,0.0001843555,0.002491761,0.7147905,0.005346509,0.02708094,0.01185214,0.0001304533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8703849,0.00228444,0.09322189,0.006235621,0.0003678134,0.0006188632,0.01021309,0.001378157,0.01529514],"genre_scores_gemma":[0.9504918,0.0009180114,0.04128746,0.0002445758,0.0001297423,0.0001219901,0.005654097,0.00003476447,0.001117523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009643903,"threshold_uncertainty_score":0.02086389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250837799","doi":"10.48009/1_iis_2021_136-148","title":"IMPLEMENTATION OF DEVOPS PARADIGM TO DEPLOYMENT AND PROVISIONING OF MICROSERVICES","year":2021,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Microservices; DevOps; Provisioning; Software deployment; Computer science; Paradigm shift; Software engineering; Process management; Business; Operating system; Cloud computing","authors":[{"name":"Abhijit Sen","is_ca":false},{"name":"Ivan Skrobot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00890413622883851,"gpt":0.2958305916064193,"spread":0.2869264553775808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002665269,0.000512527,0.0003532653,0.0007497983,0.0008481555,0.002499925,0.001718409,0.0007127805,0.002170347],"category_scores_gemma":[0.003800333,0.0005741663,0.0006880476,0.0005439044,0.0006557261,0.002171132,0.002242077,0.00251982,0.0009806219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008711453,"about_ca_system_score_gemma":0.001807075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00263709,"about_ca_topic_score_gemma":0.002583477,"domain_scores_codex":[0.9975592,0.000546631,0.0003019017,0.0004176833,0.0008637671,0.0003107178],"domain_scores_gemma":[0.9974595,0.0003337263,0.000197435,0.0009211088,0.0007592957,0.0003289715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003038035,0.0006560829,0.009997166,0.001258377,0.0002032681,0.002045973,0.005934224,0.03019261,0.1171915,0.2198583,0.04662302,0.5657357],"study_design_scores_gemma":[0.0001598453,0.0004367759,0.005628059,0.0005642984,0.0001424032,0.002501754,0.001326744,0.1973624,0.09847554,0.04702945,0.6461779,0.0001948534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02511813,0.0004962792,0.9461621,0.001075896,0.0002903902,0.0005949089,0.0001935955,0.007141518,0.01892722],"genre_scores_gemma":[0.2347242,0.001343354,0.7373651,0.0006535499,0.0001591756,0.0008110458,0.001348491,0.001929621,0.0216654],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002665269,"threshold_uncertainty_score":0.01409543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295917298","doi":"10.48009/1_iis_2022_115","title":"THE EFFECTS OF 5G IMPLEMENTATION ON THE ASPECTS OF SUSTAINABILITY IN THE AIR TRANSPORTATION INDUSTRY","year":2022,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Transport and Logistics Innovations","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Transport engineering; Engineering","authors":[{"name":"Leila Halawi","is_ca":false},{"name":"Douglas Ashlock","is_ca":false},{"name":"Lucy Elias","is_ca":false},{"name":"Hannah Puchkoris","is_ca":false},{"name":"Anthony Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008462075148319842,"gpt":0.2645243453618442,"spread":0.2560622702135243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002896278,0.0002612568,0.000143573,0.0004894168,0.0009010938,0.002973846,0.0003371943,0.0009479378,0.003479801],"category_scores_gemma":[0.006481747,0.0000874236,0.0003945442,0.001046326,0.001339915,0.001645203,0.001511435,0.0008381192,0.0002465227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346457,"about_ca_system_score_gemma":0.001932337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169301,"about_ca_topic_score_gemma":0.01457028,"domain_scores_codex":[0.996711,0.00179103,0.00008458345,0.0001640262,0.0005856609,0.0006636977],"domain_scores_gemma":[0.992322,0.003171078,0.001377322,0.0003194565,0.002247493,0.0005627395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00134458,0.001568032,0.5399626,0.0005551206,0.0003024198,0.002361282,0.005770886,0.03460009,0.02039126,0.08320585,0.006080129,0.3038577],"study_design_scores_gemma":[0.00004485215,0.002503317,0.8872306,0.0004192353,0.0002021258,0.000310976,0.03490547,0.009019176,0.008411367,0.01712101,0.03974596,0.0000860025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339971,0.0009666532,0.00159735,0.004892667,0.00006769894,0.00005971745,0.0000963454,0.00002115929,0.05830133],"genre_scores_gemma":[0.9980844,0.000254311,0.0002871815,0.0002460046,0.0000169863,0.00000779453,0.00001719781,0.000002624538,0.001083434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169301,"threshold_uncertainty_score":0.02324986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295951607","doi":"10.48009/4_iis_2022_113","title":"USING DEVOPS PARADIGM TO DEPLOY WEB APPLICATIONS","year":2022,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"DevOps; Paradigm shift; Computer science; Web application; World Wide Web; Software engineering; Software deployment","authors":[{"name":"Abhijit Sen","is_ca":true},{"name":"Sandro Falter","is_ca":true},{"name":"Nicolas Mayer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01845269227014523,"gpt":0.2801563277208004,"spread":0.2617036354506552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002650163,0.0006532067,0.0002984574,0.001160438,0.0008760989,0.002787018,0.001358015,0.000814648,0.002498485],"category_scores_gemma":[0.004442597,0.0005910934,0.0006614771,0.0008671505,0.0007296837,0.003143223,0.002274552,0.001981801,0.0009583767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009642784,"about_ca_system_score_gemma":0.00162986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003190455,"about_ca_topic_score_gemma":0.003416319,"domain_scores_codex":[0.9975929,0.0008739742,0.0002687983,0.0003247104,0.0007024911,0.0002371293],"domain_scores_gemma":[0.9973665,0.0007935273,0.0002478985,0.0008207128,0.0005518914,0.0002194642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003529862,0.0007259949,0.01138005,0.001441028,0.0001620889,0.003011683,0.006255159,0.09155302,0.1011077,0.2232484,0.01921478,0.5415471],"study_design_scores_gemma":[0.0002200346,0.0009357405,0.006379137,0.0006768692,0.0001262963,0.002386216,0.002179078,0.4375445,0.07721559,0.08114305,0.3909725,0.0002209269],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0519577,0.0005777768,0.914515,0.001104207,0.0001700849,0.0009454172,0.0003102298,0.004718506,0.02570106],"genre_scores_gemma":[0.2894623,0.001226539,0.6896169,0.0003747065,0.00007542753,0.001002469,0.001290713,0.000877385,0.01607355],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003190455,"threshold_uncertainty_score":0.01401556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241081215","doi":"10.48009/4_iis_2021_117-133","title":"DEVOPS PARADIGM -A PEDAGOGICAL APPROACH TO MANAGE AND IMPLEMENT IT PROJECT","year":2021,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"DevOps; Computer science; Engineering management; Software engineering; Process management; Engineering; Software deployment","authors":[{"name":"Abhijit Sen","is_ca":true},{"name":"Laura Baumgartner","is_ca":true},{"name":"Katharina Heiß","is_ca":true},{"name":"Cornelia Wagner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1633829134899976,"gpt":0.4407630488506594,"spread":0.2773801353606618,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006796653,0.0008447514,0.0003603158,0.001650941,0.002277053,0.005628615,0.002588815,0.0024624,0.008632246],"category_scores_gemma":[0.005163509,0.000546565,0.0007816677,0.001123483,0.004700433,0.005698738,0.005021943,0.004684974,0.00232057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003310176,"about_ca_system_score_gemma":0.00813354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001471075,"about_ca_topic_score_gemma":0.002399515,"domain_scores_codex":[0.9942835,0.00318257,0.000358592,0.0005732374,0.001256466,0.000345611],"domain_scores_gemma":[0.9966595,0.001288846,0.0003037911,0.000549762,0.0006237288,0.0005742663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004184215,0.0004571032,0.001276167,0.0006530063,0.00002469796,0.0004722255,0.01329689,0.004147304,0.004786067,0.7891893,0.01938565,0.1662697],"study_design_scores_gemma":[0.0001040431,0.0004235546,0.0008836194,0.0009664364,0.00002384096,0.0009204254,0.006375975,0.01552025,0.00639473,0.2986691,0.6696548,0.00006327461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00880691,0.0006852736,0.8529194,0.01120777,0.0004191755,0.001302828,0.0001024333,0.0007680375,0.1237882],"genre_scores_gemma":[0.1223291,0.002258323,0.8136668,0.002010739,0.0001616704,0.002632279,0.0001878622,0.0002893706,0.0564638],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008632246,"threshold_uncertainty_score":0.03594458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414197238","doi":"10.48009/1_iis_134","title":"Quantifying Shortfalls in Students? AI-Supported Programming Practices","year":2025,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Generative grammar; Computer programming; Computer literacy; Information system; Literacy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03343439206005221,"gpt":0.4057120407612334,"spread":0.3722776487011812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005066671,0.0003542783,0.0003532801,0.002482062,0.0009178997,0.002633136,0.0008447679,0.0008027602,0.001674852],"category_scores_gemma":[0.05585089,0.0004147893,0.0002017911,0.001284295,0.001311498,0.00293849,0.003387148,0.001391143,0.0003488754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009080367,"about_ca_system_score_gemma":0.001027122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394543,"about_ca_topic_score_gemma":0.002159685,"domain_scores_codex":[0.9931816,0.002125651,0.0007686772,0.001067878,0.002247616,0.000608539],"domain_scores_gemma":[0.9438024,0.02871306,0.01452918,0.00327522,0.006280097,0.003400109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001498408,0.0005576723,0.7710653,0.0001171476,0.00003560726,0.0001870895,0.097893,0.0003163974,0.004456786,0.0009394209,0.000495913,0.1237859],"study_design_scores_gemma":[0.00001458239,0.001024269,0.8514222,0.0001665281,0.00004829008,0.0005727831,0.1274325,0.003625368,0.00621807,0.003833527,0.005563694,0.0000782881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982542,0.00004993929,0.0008530141,0.0001676322,0.000003117868,0.0000112296,0.0000169277,0.00002110789,0.0006228405],"genre_scores_gemma":[0.9989635,0.00004387082,0.0006313793,0.00003507888,0.00000261961,0.00001733245,0.00002424635,0.000005915865,0.0002761843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005066671,"threshold_uncertainty_score":0.02679545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251754369","doi":"10.48009/2_iis_2021_275-291","title":"PROACTIVELY SEEKING NEW KNOWLEDGE IN SOCIAL ENCOUNTERS FOR TEACHING","year":2021,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institute of Steel Construction","keywords":"Social knowledge; Knowledge management; Psychology; Sociology; Computer science; Social science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03163380224265663,"gpt":0.3777849920649339,"spread":0.3461511898222773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005037478,0.0006865652,0.0004623162,0.001908675,0.01413869,0.01345443,0.00174426,0.004160993,0.009699985],"category_scores_gemma":[0.01413037,0.0003527154,0.0009152139,0.001208576,0.007196622,0.01126864,0.01624965,0.003800231,0.002635698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002525623,"about_ca_system_score_gemma":0.004245214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008003627,"about_ca_topic_score_gemma":0.002156613,"domain_scores_codex":[0.9875284,0.008015539,0.0003608475,0.0008042211,0.002150358,0.001140742],"domain_scores_gemma":[0.9891891,0.004931918,0.001492428,0.0009950576,0.0008170466,0.002574338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001290981,0.000934603,0.01525924,0.0004377348,0.00005765095,0.006341625,0.6820115,0.0005620084,0.01211331,0.08325364,0.01400393,0.1848956],"study_design_scores_gemma":[0.00004804459,0.0004351174,0.005571726,0.0004298329,0.00009689885,0.005360838,0.5826595,0.003187332,0.00668202,0.08128604,0.314106,0.0001366024],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.641515,0.001220593,0.06195595,0.02577946,0.0007417481,0.00059002,0.00005578821,0.0006439897,0.2674975],"genre_scores_gemma":[0.9640045,0.0004406991,0.01457891,0.001282383,0.0001735438,0.0001361244,0.00004291685,0.0000828448,0.01925809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413869,"threshold_uncertainty_score":0.03244966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253771435","doi":"10.48009/2_iis_2010_145-151","title":"ACADEMIC CALENDAR CHANGE INDUCED CURRICULUM CHANGE","year":2010,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Curriculum; Mandate; Quarter (Canadian coin); Plan (archaeology); State (computer science); Academic year; Political science; Curriculum development; Process (computing); Higher education; Medical education; Mathematics education; Pedagogy; Sociology; Psychology; Computer science; Medicine; Geography","authors":[{"name":"Thom Luce","is_ca":false},{"name":"Vic Matta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04054793263671185,"gpt":0.3116541705415141,"spread":0.2711062379048022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009854638,0.0005822742,0.0004426586,0.00216045,0.002937353,0.005634153,0.001911342,0.002082706,0.03373108],"category_scores_gemma":[0.05515837,0.0005781088,0.0009022218,0.003343496,0.001385109,0.00228185,0.006680243,0.003540188,0.005976952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00910074,"about_ca_system_score_gemma":0.01189612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006260082,"about_ca_topic_score_gemma":0.009401415,"domain_scores_codex":[0.9861606,0.003286781,0.0008161352,0.002294146,0.004836092,0.002606301],"domain_scores_gemma":[0.9652117,0.008656409,0.004880583,0.004264751,0.01031826,0.006668126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001519048,0.004394611,0.04026192,0.001262912,0.0001259957,0.0006162743,0.01598557,0.004739553,0.009573454,0.1561907,0.2098638,0.5554664],"study_design_scores_gemma":[0.0003159184,0.0008246007,0.08166788,0.000181822,0.00007221309,0.0001336604,0.006047837,0.002119264,0.008922087,0.01689653,0.8827003,0.0001179558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5562685,0.001427598,0.03406683,0.03476306,0.011222,0.003552849,0.003398997,0.003327055,0.3519731],"genre_scores_gemma":[0.8826671,0.0005167847,0.01307215,0.01081585,0.000911294,0.001829644,0.001507722,0.0004688531,0.08821065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03373108,"threshold_uncertainty_score":0.1128417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W86784885","doi":"10.48009/2_iis_2005_296-302","title":"DO YOU HEAR WHAT I HEAR? ADVANCES IN WEB-BASED PERCEPTUAL TESTING AND TRAINING","year":2005,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Perception; Training (meteorology); Psychology; Computer science; Cognitive psychology; Neuroscience; Geography","authors":[{"name":"Jane Saber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02701459523524299,"gpt":0.3105845741142363,"spread":0.2835699788789933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008942835,0.0005872054,0.0005407945,0.002504254,0.0002654833,0.002833358,0.002396505,0.00141755,0.01005527],"category_scores_gemma":[0.02624627,0.0003635244,0.0003780767,0.001494828,0.00192769,0.004145135,0.001352854,0.001219594,0.003151303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008858323,"about_ca_system_score_gemma":0.001080562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003114924,"about_ca_topic_score_gemma":0.002450482,"domain_scores_codex":[0.9940152,0.00302026,0.0002315867,0.0005712224,0.002002654,0.0001591197],"domain_scores_gemma":[0.9388118,0.04988757,0.001736443,0.002993354,0.005252332,0.001318572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001334437,0.0004496854,0.003021011,0.0004718122,0.00001441536,0.00004669302,0.0007891826,0.0006348654,0.00221419,0.004900452,0.003458244,0.983866],"study_design_scores_gemma":[0.0003408553,0.003375371,0.09095719,0.004106815,0.0002045808,0.005832446,0.005504437,0.07361352,0.04013418,0.06803082,0.7072235,0.0006763458],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1527789,0.07800072,0.5657771,0.01452957,0.00166358,0.0008455283,0.0006091459,0.00502654,0.1807689],"genre_scores_gemma":[0.4586671,0.041305,0.467193,0.00239122,0.002081034,0.000787462,0.0005833677,0.0007769911,0.02621482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01005527,"threshold_uncertainty_score":0.04729474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4295935390","doi":"10.48009/3_iis_2022_109","title":"A MACHINE-LEARNING APPROACH FOR RESEARCH MODEL CREATION IN THEORY BUILDING RESEARCH","year":2022,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Computer science; Management science; Artificial intelligence; Mathematics education; Psychology; Engineering","authors":[{"name":"Ling Jiang","is_ca":true},{"name":"Christian Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018116871240847,"gpt":0.406909128461796,"spread":0.3050974413377113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04905375,0.001756761,0.001454382,0.007257788,0.003433211,0.008801965,0.005177183,0.00294714,0.007901279],"category_scores_gemma":[0.1312082,0.001155074,0.003189583,0.006079271,0.005586737,0.008510567,0.007196571,0.00490568,0.001832006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003669471,"about_ca_system_score_gemma":0.007476709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002196965,"about_ca_topic_score_gemma":0.00420307,"domain_scores_codex":[0.9558601,0.03509513,0.002058664,0.002698833,0.003929171,0.0003581131],"domain_scores_gemma":[0.8333949,0.1365482,0.005002861,0.01720566,0.00642173,0.001426728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001991311,0.0007371004,0.0029749,0.001492726,0.000436198,0.0004128761,0.004064994,0.03641642,0.002591077,0.5205646,0.009219036,0.420891],"study_design_scores_gemma":[0.0001615035,0.0001195346,0.0006017436,0.0004019593,0.0001566055,0.0002308917,0.000462817,0.2818565,0.003034816,0.6935033,0.01938217,0.00008804951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009388994,0.00007951594,0.9958584,0.0009149562,0.00003997561,0.0004262483,0.0000913999,0.0004329794,0.001217548],"genre_scores_gemma":[0.01391438,0.00004673523,0.9848343,0.0001001851,0.00002962278,0.0007450818,0.0001143284,0.00002694498,0.0001884662],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04905375,"threshold_uncertainty_score":0.2594241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414196203","doi":"10.48009/4_iis_2025_114","title":"Classification and Challenges of Cyber-Physical Systems Projects","year":2025,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Cyber-physical system; Component (thermodynamics); Variety (cybernetics); System of systems; Scale (ratio); Identification (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08511671258779534,"gpt":0.3133131895276982,"spread":0.2281964769399028,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005625344,0.0007989898,0.0004378788,0.007089726,0.00394056,0.008426127,0.001768486,0.002079943,0.004672683],"category_scores_gemma":[0.01690325,0.0004023201,0.0007009181,0.0110893,0.003129964,0.008617768,0.007761678,0.001990711,0.001129939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004200658,"about_ca_system_score_gemma":0.007401161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00445143,"about_ca_topic_score_gemma":0.002977077,"domain_scores_codex":[0.987196,0.002828889,0.001688709,0.0009383539,0.005689226,0.00165877],"domain_scores_gemma":[0.9802386,0.004563264,0.005167324,0.0009833239,0.005345603,0.003701926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001529091,0.0002849496,0.108396,0.002062096,0.00007254005,0.002434415,0.01157999,0.008162223,0.00154496,0.4498809,0.04440994,0.3710192],"study_design_scores_gemma":[0.00004144183,0.0003042686,0.09595224,0.0028677,0.00004959063,0.005738006,0.04769414,0.01971335,0.00132065,0.1957838,0.6303687,0.0001659874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5054418,0.03314877,0.1127271,0.05858355,0.001597101,0.002612693,0.00275025,0.0006922832,0.2824464],"genre_scores_gemma":[0.8625732,0.02869243,0.07392981,0.001638982,0.0006247208,0.001861748,0.00347296,0.0001643864,0.02704188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008426127,"threshold_uncertainty_score":0.030478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237391197","doi":"10.48009/1_iis_2020_37-48","title":"APPLICATION OF MICROSOFT EXCEL SOLVER TECHNIQUES TO COMPUTE CLUSTER SIZE IN CELLULAR WIRELESS NETWORK","year":2020,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Advanced Photonic Communication Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Microsoft excel; Computer science; Cluster (spacecraft); Solver; Wireless; Operating system; Programming language","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00818614523171976,"gpt":0.2374402776848616,"spread":0.2292541324531418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085809,0.0006161759,0.0005944618,0.001189103,0.0004493294,0.001197527,0.0009745785,0.0006867331,0.003849908],"category_scores_gemma":[0.003072732,0.0003086686,0.0006191948,0.001611733,0.000261616,0.00084423,0.0006146166,0.000993847,0.0007067066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005635123,"about_ca_system_score_gemma":0.001135539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677219,"about_ca_topic_score_gemma":0.003117943,"domain_scores_codex":[0.9996327,0.0001107264,0.00003554639,0.00004468839,0.0001429517,0.00003333419],"domain_scores_gemma":[0.9984965,0.001059178,0.0001055629,0.00005707944,0.0002503843,0.00003116236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001409,0.00009511293,0.003028322,0.0003968405,0.00006335301,0.0005008024,0.0004178821,0.7911888,0.01002419,0.0436179,0.008809113,0.1417167],"study_design_scores_gemma":[0.00001328187,0.0000306378,0.0003269157,0.00002747368,0.00001045012,0.0001100016,0.00005603963,0.9854454,0.004541678,0.005381529,0.004045112,0.00001147855],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02050074,0.0003233422,0.9670823,0.0003132602,0.00007490255,0.00007867962,0.0002307905,0.002387453,0.009008524],"genre_scores_gemma":[0.1703517,0.0006223979,0.8240241,0.00008500727,0.00003257815,0.0002596912,0.0002852212,0.0004775957,0.003861559],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003849908,"threshold_uncertainty_score":0.01287919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387043540","doi":"10.48009/1_iis_2023_113","title":"ELLIPTIC CURVE CRYPTOGRAPHY: IMPLEMENTATION USING GOOGLE APPS SCRIPT (GAS)","year":2023,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Elliptic curve cryptography; Cryptography; Computer science; Elliptic Curve Digital Signature Algorithm; Elliptic curve; World Wide Web; Computer security; Public-key cryptography; Mathematics; Encryption; Pure mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03057682527894924,"gpt":0.3245916267998608,"spread":0.2940148015209116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007820153,0.0008254365,0.0004844374,0.0008299134,0.0004585038,0.001348688,0.001521194,0.0009561098,0.02186231],"category_scores_gemma":[0.003510903,0.0006243634,0.0006605551,0.0009441611,0.0005959811,0.002107334,0.001440444,0.001155437,0.01408211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004884243,"about_ca_system_score_gemma":0.0009431892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861183,"about_ca_topic_score_gemma":0.002014565,"domain_scores_codex":[0.9992047,0.0001257579,0.00007813834,0.00007805895,0.0003481203,0.0001652246],"domain_scores_gemma":[0.9987238,0.0003319264,0.00007660124,0.0002823289,0.0005065508,0.00007878464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003868782,0.0006183594,0.009551916,0.001801364,0.0001649281,0.003547891,0.002323189,0.02065984,0.03843721,0.06880507,0.3277889,0.5224324],"study_design_scores_gemma":[0.0008655985,0.0008271635,0.005301197,0.0005435759,0.0001450717,0.002503539,0.00065236,0.2523747,0.1401078,0.031081,0.5652449,0.0003530409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.07213303,0.0007930662,0.3901213,0.001131706,0.0006106751,0.001681903,0.004350587,0.4265366,0.1026411],"genre_scores_gemma":[0.5681626,0.001331554,0.3228865,0.001076701,0.0001535453,0.001590353,0.009146481,0.03499207,0.06066014],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02186231,"threshold_uncertainty_score":0.07313669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2126806095","doi":"10.48009/1_iis_2008_217-222","title":"TAILORING MBA (SOFTWARE ENTERPRISE MANAGEMENT) CURRICULUM: TO MEET INDIA'S GROWING IT CHALLENGES","year":2008,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Engineering management; Business; Curriculum; Knowledge management; Software; Engineering; Process management; Computer science; Sociology; Pedagogy","authors":[{"name":"Rakesh Kumar Singh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03107972173621616,"gpt":0.2806884831077852,"spread":0.2496087613715691,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009969448,0.0003247366,0.0002527724,0.001267721,0.001580391,0.002856277,0.001102149,0.000960535,0.008425211],"category_scores_gemma":[0.002866303,0.0002255357,0.0002501572,0.001038358,0.0004290289,0.001003398,0.002407328,0.001528819,0.003050957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001722133,"about_ca_system_score_gemma":0.0117648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120056,"about_ca_topic_score_gemma":0.007939864,"domain_scores_codex":[0.9992948,0.0001098751,0.00005093477,0.00007091407,0.0002399711,0.0002335163],"domain_scores_gemma":[0.9966348,0.0002067189,0.0002275105,0.00009183319,0.0007313727,0.002107847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326948,0.005744482,0.04596011,0.001051182,0.00001527585,0.0006913824,0.008042365,0.002751201,0.02880763,0.02145937,0.07877537,0.806569],"study_design_scores_gemma":[0.0001053299,0.002387635,0.2268794,0.0009759408,0.0000436844,0.001896987,0.0106187,0.007746964,0.01836417,0.0130969,0.717793,0.00009130949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223318,0.002099723,0.03471186,0.02981732,0.002047598,0.001361977,0.0008972612,0.001594484,0.2051381],"genre_scores_gemma":[0.8421331,0.003198258,0.05159822,0.004381241,0.0005720658,0.0007066677,0.001069217,0.0001546999,0.09618651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008425211,"threshold_uncertainty_score":0.02818513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256534299","doi":"10.48009/2_iis_2016_193-200","title":"DETERMINING RSA PRIVATE KEY USING MICROSOFT EXCEL SOLVER","year":2016,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Microsoft excel; Computer science; Key (lock); Solver; Operating system; Programming language; Software engineering","authors":[{"name":"Abhijit Sen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02063459915932496,"gpt":0.2499033809863692,"spread":0.2292687818270442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258826,0.0008264304,0.0006622028,0.001597679,0.0005510994,0.002598795,0.001087545,0.000931497,0.0260318],"category_scores_gemma":[0.005412642,0.0003521295,0.0006744697,0.001106392,0.0003762826,0.00208134,0.0009644593,0.001071805,0.01001642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004065026,"about_ca_system_score_gemma":0.001028796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000408754,"about_ca_topic_score_gemma":0.0003543607,"domain_scores_codex":[0.9984149,0.0003010598,0.0002236514,0.000191967,0.0007367007,0.0001316724],"domain_scores_gemma":[0.9981995,0.0008322708,0.0002129335,0.0001949759,0.0005199371,0.00004053986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000918075,0.0002450507,0.00329474,0.002490213,0.0001077948,0.003262924,0.001329497,0.04903217,0.06166988,0.2304695,0.06648984,0.5806903],"study_design_scores_gemma":[0.0002814436,0.0004756656,0.001607341,0.0006661724,0.0001243819,0.004879919,0.0006765925,0.2876275,0.2177612,0.09656949,0.3890897,0.0002405894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01609499,0.001015195,0.9063416,0.0006984084,0.0003073879,0.0005065926,0.001296165,0.01319819,0.06054147],"genre_scores_gemma":[0.161747,0.00194472,0.7950112,0.0002932009,0.0001099817,0.0007998252,0.002070612,0.001798,0.03622537],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0260318,"threshold_uncertainty_score":0.08708501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237894218","doi":"10.48009/2_iis_2006_223-228","title":"PUBLISHED SECURITY POLICIES OF WEB SITES OF GLOBAL BANKS OF MEXICO, CENTRAL & SOUTH AMERICA, CANADA AND THE U.S.","year":2006,"lang":"en","type":"article","venue":"Issues in Information Systems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005546670674380445,"gpt":0.2188323590356484,"spread":0.213285688361268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001373842,0.0001040961,0.0001248863,0.002567705,0.001216216,0.001961705,0.0001682238,0.0002337377,0.004083793],"category_scores_gemma":[0.006942799,0.00008089918,0.00008253721,0.004455411,0.0005083348,0.0008403171,0.0004762936,0.0002703051,0.0005387751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003203821,"about_ca_system_score_gemma":0.003266521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1527711,"about_ca_topic_score_gemma":0.2945832,"domain_scores_codex":[0.9989029,0.0002582466,0.00009258855,0.00009832174,0.0005032678,0.0001445933],"domain_scores_gemma":[0.9860242,0.004065276,0.004146232,0.0007044149,0.004372873,0.0006869857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001170172,0.00007430001,0.9199668,0.0001280097,0.00003493405,0.000158891,0.007426948,0.0003230883,0.001228571,0.001908961,0.007569741,0.06106267],"study_design_scores_gemma":[0.00000576238,0.00004424974,0.9632082,0.0000706624,0.00003307512,0.0001526564,0.009193582,0.0003678646,0.001584899,0.0002745744,0.02504812,0.00001636828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732614,0.0006781314,0.0001511486,0.000564214,0.00000941343,0.00004475095,0.003391515,0.00002531959,0.02187414],"genre_scores_gemma":[0.99119,0.0006296499,0.0004474386,0.0000992817,0.000007733663,0.00002671809,0.001733386,0.00001012985,0.005855783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8472289,"threshold_uncertainty_score":0.3037637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}