{"meta":{"query_hash":"2a90e95a5f30","filters":{"venue":"Journal of Information Technology Case and Application Research"},"cohort_total":7,"direct_labels_cover":0,"predictions_cover":7,"exported":7,"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/2a90e95a5f30","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Information+Technology+Case+and+Application+Research"},"results":[{"id":"W2005820450","doi":"10.1080/15228053.2003.10856015","title":"Linking the IT Balanced Scorecard to the Business Objectives at a Major Canadian Financial group","year":2003,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":123,"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":"Balanced scorecard; Maturity (psychological); Process management; Business; Performance measurement; Capability Maturity Model; Financial services; Accounting; Management; Computer science; Operations management; Engineering; Finance; Economics; Marketing; Political science","score_opus":0.013126296064436566,"score_gpt":0.2634153021203007,"score_spread":0.2502890060558641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005820450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127293,0.00012331191,0.012158208,0.06077938,0.00020405152,0.0009690704,0.000008035447,0.000052529947,0.012976068],"genre_scores_gemma":[0.9966031,0.000053219028,0.00017406602,0.002861315,0.00015609678,0.00009708596,0.000005761601,0.000004892854,0.000044514498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987927,0.00001883334,0.0004731812,0.00008038234,0.00031129993,0.00032362208],"domain_scores_gemma":[0.9981484,0.000060964998,0.0004024135,0.00025088515,0.0011120604,0.000025265601],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019835979,0.00010113239,0.00013305614,0.0010705943,0.0013388952,0.00021288074,0.00038865162,0.00018305433,0.000020789954],"category_scores_gemma":[0.00074823934,0.00006234726,0.00003362218,0.0021605354,0.00023892717,0.00132116,0.0001093897,0.0005270366,0.00016879324],"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":[0.00010044006,0.000027611848,0.010537938,0.00011561902,0.000037663813,0.000054550677,0.0010542755,0.00020816243,0.0003103635,0.8145006,0.02651592,0.14653689],"study_design_scores_gemma":[0.00060442707,0.00004310112,0.010113022,0.000053312488,0.000016623366,0.0014173868,0.0068385117,0.0005221257,0.00056029885,0.012122702,0.9675586,0.0001498906],"about_ca_topic_score_codex":0.0024347778,"about_ca_topic_score_gemma":0.013835634,"teacher_disagreement_score":0.94104266,"about_ca_system_score_codex":0.00018718197,"about_ca_system_score_gemma":0.00026231908,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W2334097910","doi":"10.1080/15228053.2011.10856202","title":"An Interview with Alistair Croll Principal Analyst Bitcurrent (www.bitcurrent.com) Montreal, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Mathematics Education and Programs","field":"Mathematics","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":"Principal (computer security); Business; Management; Computer science; Operating system; Economics","score_opus":0.0976137053514357,"score_gpt":0.39571162851896063,"score_spread":0.2980979231675249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334097910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9018596,0.00024143676,0.09099742,0.0027192421,0.000088784014,0.0010455105,0.000029727506,0.00007995911,0.002938359],"genre_scores_gemma":[0.99322003,0.00008123213,0.0064404993,0.00006473488,0.000032073585,0.000096971395,0.000012486973,0.000009895131,0.00004209944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99816746,0.00011074526,0.0008389302,0.00011247619,0.0004987258,0.00027166167],"domain_scores_gemma":[0.99730444,0.00011736731,0.0006959556,0.00042436167,0.0012498916,0.00020800576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001957681,0.00013948891,0.00027116758,0.00072006957,0.00024872733,0.00007414267,0.00034879308,0.00012003376,0.0000783516],"category_scores_gemma":[0.00017211706,0.00010077804,0.00003708417,0.00077008404,0.0001883428,0.00049644633,0.00006359333,0.0005231645,0.000008440785],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024220186,0.0015568928,0.0061858604,0.0016576913,0.00035314972,0.00022465331,0.011189869,0.000009102013,0.00006040031,0.32878008,0.015593858,0.6341462],"study_design_scores_gemma":[0.008965654,0.0062260544,0.0050855773,0.0015291093,0.0006743625,0.038607012,0.17366257,0.03280532,0.013899066,0.32696897,0.38937387,0.0022024275],"about_ca_topic_score_codex":0.010925921,"about_ca_topic_score_gemma":0.043874215,"teacher_disagreement_score":0.6319438,"about_ca_system_score_codex":0.00018234858,"about_ca_system_score_gemma":0.00067926105,"threshold_uncertainty_score":0.9956604},"labels":[],"label_agreement":null},{"id":"W2794589660","doi":"10.1080/15228053.2018.1451942","title":"Trekking the globe with the World IT Project","year":2018,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Globe; Business; Psychology","score_opus":0.11459710105172156,"score_gpt":0.4147592349291628,"score_spread":0.30016213387744123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794589660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6334253,0.00006180963,0.022164036,0.28752568,0.000049901006,0.00082678604,0.0000039387037,0.00003682607,0.05590573],"genre_scores_gemma":[0.99902874,0.00004593228,0.00021202455,0.0003575059,0.00011614005,0.000010570352,3.550182e-7,8.7472927e-7,0.00022784337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916446,0.00012686072,0.00016064243,0.0000368061,0.0003626359,0.00014859244],"domain_scores_gemma":[0.99877363,0.00014391847,0.00018122577,0.00012232114,0.0007529571,0.000025950487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003854386,0.000031549884,0.00005068949,0.00029350823,0.0017760036,0.00009900049,0.00027368122,0.000054532225,0.000017035552],"category_scores_gemma":[0.00013853601,0.000015895463,0.00001429222,0.0011797108,0.0011236739,0.00044425792,0.000060915027,0.000320378,0.000018356075],"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":[0.00015512771,0.000053562548,0.0060125985,0.000026151012,0.000067573856,0.000020209998,0.085582644,0.0000048477336,0.00006941526,0.48405445,0.08052658,0.34342685],"study_design_scores_gemma":[0.00017654021,0.00011844106,0.00036782105,0.000008581227,0.00000718315,0.00020463795,0.17435579,0.000065318134,0.00038493852,0.0019658809,0.8223129,0.000031962274],"about_ca_topic_score_codex":0.00060494157,"about_ca_topic_score_gemma":0.0031879046,"teacher_disagreement_score":0.7417863,"about_ca_system_score_codex":0.00006753074,"about_ca_system_score_gemma":0.00025433552,"threshold_uncertainty_score":0.9995235},"labels":[],"label_agreement":null},{"id":"W3202627678","doi":"10.1080/15228053.2021.1980848","title":"Online education next wave: peer to peer learning","year":2021,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Online Learning and Analytics","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":"Minnow Environmental (Canada)","funders":"","keywords":"Asynchronous communication; Higher education; Online learning; Mathematics education; Phenomenon; Peer feedback; Computer science; Synchronous learning; Asynchronous learning; Coronavirus disease 2019 (COVID-19); Mode (computer interface); Peer tutor; Pedagogy; Knowledge management; Psychology; Cooperative learning; Multimedia; Political science; Teaching method; Telecommunications","score_opus":0.03152452021294901,"score_gpt":0.3829133579525254,"score_spread":0.3513888377395764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202627678","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.385497,0.00013928552,0.4186546,0.19474152,0.0000848568,0.00012414335,0.0000018658905,0.00006083361,0.0006958848],"genre_scores_gemma":[0.93866634,0.00009002884,0.059257656,0.00041963856,0.00011984955,0.000009437197,0.000016868158,0.0000039688925,0.0014161877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998646,0.00007949749,0.00040566738,0.00010344334,0.0005820809,0.00018327088],"domain_scores_gemma":[0.9947698,0.00010235424,0.00020622149,0.0002454413,0.0045588785,0.000117308635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018920124,0.000064065236,0.00011819283,0.0009480348,0.0002801819,0.00022975607,0.00025392458,0.000117358555,0.000007032748],"category_scores_gemma":[0.0017063854,0.000058045352,0.000030044015,0.0015810467,0.000052778258,0.0008835257,0.00021084074,0.00078836025,0.00004565021],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004384191,0.00011580219,0.0005022783,0.000023876204,0.000012224347,0.00006061005,0.00090335816,0.00036225806,0.000766209,0.048498016,0.0036126575,0.94513834],"study_design_scores_gemma":[0.00049752777,0.00036375065,0.0008988081,0.000082843704,0.000012330897,0.014583207,0.019127099,0.09667359,0.0051385798,0.014131509,0.8482823,0.00020849479],"about_ca_topic_score_codex":0.00001454599,"about_ca_topic_score_gemma":0.0000064974156,"teacher_disagreement_score":0.94492984,"about_ca_system_score_codex":0.00008361053,"about_ca_system_score_gemma":0.00065005256,"threshold_uncertainty_score":0.3425077},"labels":[],"label_agreement":null},{"id":"W4238796499","doi":"10.1080/15228053.2000.10855959","title":"Book Review","year":2000,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","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":0.012718221029110983,"score_gpt":0.29963158995715766,"score_spread":0.2869133689280467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238796499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34127167,0.14795923,0.015427744,0.24592355,0.00029300767,0.0037354974,0.000018329923,0.00080086256,0.24457012],"genre_scores_gemma":[0.7990254,0.10202777,0.00096991536,0.09508176,0.0007932732,0.00025934188,0.000043335713,0.000026611226,0.00177259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884784,0.000006525968,0.00060765375,0.00005638137,0.00028716266,0.00019442884],"domain_scores_gemma":[0.9986208,0.00002221979,0.00041857612,0.00018624573,0.00073923095,0.000012901608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011015924,0.00007731552,0.00016056628,0.0008585426,0.00028162418,0.00008136006,0.00022892126,0.00014591878,0.000729007],"category_scores_gemma":[0.00012524625,0.00006360802,0.000035719564,0.0010584506,0.00019403665,0.0035909838,0.00004927563,0.0004426652,0.00069119135],"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":[0.000024250272,0.000022820675,0.0001748783,0.0004434604,0.000013365683,0.000042622174,0.0000294889,0.0000064831647,0.000018866718,0.057274356,0.3254547,0.6164947],"study_design_scores_gemma":[0.00028376057,0.000026878319,0.00007907033,0.00012857282,0.0000105577155,0.0017131763,0.00032098766,0.00039062503,0.00013999379,0.0033237527,0.9935161,0.00006655986],"about_ca_topic_score_codex":0.000033419125,"about_ca_topic_score_gemma":0.0000027066524,"teacher_disagreement_score":0.6680614,"about_ca_system_score_codex":0.00004003197,"about_ca_system_score_gemma":0.00005943067,"threshold_uncertainty_score":0.88840973},"labels":[],"label_agreement":null},{"id":"W4417022305","doi":"10.1080/15228053.2025.2594932","title":"Trajectories of artificial intelligence: visions from the art world","year":2025,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Art, Technology, and Culture","field":"Arts and Humanities","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":"Simon Fraser University","funders":"","keywords":"Vision; Key (lock); Perspective (graphical); Photography","score_opus":0.03967219491485396,"score_gpt":0.3443972132266249,"score_spread":0.30472501831177096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417022305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7293505,0.00250068,0.09107424,0.119443394,0.00062208145,0.0015531516,0.00021272099,0.00021704988,0.05502615],"genre_scores_gemma":[0.998964,0.0001515122,0.00028543113,0.00012870238,0.00009439583,0.000025185915,0.000008533531,0.0000019714046,0.00034023993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999116,0.00002597006,0.00050997396,0.0000535638,0.00017568881,0.00011877059],"domain_scores_gemma":[0.9986528,0.00018578973,0.00023265016,0.00018526315,0.0007233578,0.000020138681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006435841,0.00005957184,0.00012928122,0.0006350284,0.00053625397,0.00006644727,0.0002488701,0.00010273002,0.000102354876],"category_scores_gemma":[0.00017522638,0.00003735497,0.00003738563,0.0003525236,0.0009499453,0.00030621816,0.000073461044,0.00051694276,0.000020187634],"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":[0.000025729394,0.000030367966,0.00019083619,0.000011199257,0.000033579217,0.000002970107,0.004801758,0.0000037567443,0.00013917362,0.82958555,0.01344656,0.15172851],"study_design_scores_gemma":[0.000095357995,0.000097082855,0.00009989057,0.00005203767,0.000023883644,0.00006463214,0.104846664,0.00024602146,0.0076595405,0.2382582,0.64850104,0.000055633293],"about_ca_topic_score_codex":0.00011368598,"about_ca_topic_score_gemma":0.0013715646,"teacher_disagreement_score":0.6350545,"about_ca_system_score_codex":0.000030342488,"about_ca_system_score_gemma":0.00009270867,"threshold_uncertainty_score":0.4124486},"labels":[],"label_agreement":null},{"id":"W4417143063","doi":"10.1080/15228053.2025.2599734","title":"Industry report: the bilingual CIO — speaking business and technology to drive change","year":2025,"lang":"en","type":"article","venue":"Journal of Information Technology Case and Application Research","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","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":"National Bank of Canada; Bank of Canada; Concordia University","funders":"","keywords":"Business communication; Information technology; Industry 4.0","score_opus":0.03550514196042465,"score_gpt":0.40833179453248963,"score_spread":0.372826652572065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417143063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8526797,0.00016377961,0.0038034876,0.13950366,0.00016295938,0.00038874338,0.0000013856289,0.000045087858,0.0032511787],"genre_scores_gemma":[0.99885195,0.0001608344,0.0004936803,0.00018472929,0.00009328765,0.00004298461,8.0088796e-7,0.0000018451581,0.00016989111],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992709,0.000028584718,0.00027582468,0.000064958025,0.00019587734,0.00016383104],"domain_scores_gemma":[0.9984872,0.00008508129,0.00014267597,0.00014133038,0.0010877623,0.000056005112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017461943,0.000046682984,0.000084827545,0.0014381047,0.0005591471,0.000082522376,0.00018207349,0.00033636575,0.0000075983944],"category_scores_gemma":[0.0013156644,0.000036185163,0.000008923306,0.0027252752,0.00040053672,0.00033265463,0.00010497601,0.0007030726,0.0000071245163],"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":[0.000012079774,0.000030192863,0.0076500825,0.000035823727,0.000025356285,0.000083312625,0.011872907,0.00001854589,0.00013965239,0.28188795,0.0026073784,0.69563675],"study_design_scores_gemma":[0.00022683802,0.000038950315,0.0023479878,0.00007187495,0.000010877551,0.0013303999,0.120130025,0.00009111867,0.000500882,0.004997198,0.87017673,0.000077099976],"about_ca_topic_score_codex":0.0003722945,"about_ca_topic_score_gemma":0.00018549584,"teacher_disagreement_score":0.8675694,"about_ca_system_score_codex":0.00010362845,"about_ca_system_score_gemma":0.00041120336,"threshold_uncertainty_score":0.43005636},"labels":[],"label_agreement":null}]}