{"meta":{"query_hash":"c94f9c2c828d","filters":{"venue":"International Journal of Engineering Business Management"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/c94f9c2c828d","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Engineering+Business+Management"},"results":[{"id":"W2901229650","doi":"10.1177/1847979018807383","title":"An exploration of the many ways to approach the discipline of enterprise architecture","year":2018,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","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":"École de Technologie Supérieure","funders":"","keywords":"Variety (cybernetics); Enterprise architecture; Architecture; Subject (documents); Systematic review; Knowledge management; Sociology; Public relations; Political science; Computer science; Library science; Geography","score_opus":0.013614686490121947,"score_gpt":0.22446040402145764,"score_spread":0.21084571753133569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901229650","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":[0.19383073,0.000014397799,0.7993046,0.0024419324,0.0012710432,0.00020009278,0.0000039468196,0.000021519585,0.0029117493],"genre_scores_gemma":[0.9966544,0.000009054093,0.00241918,0.00023479282,0.00063886744,0.0000056941217,0.0000043077466,0.000010133295,0.000023608782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989262,0.0000029004193,0.00044525886,0.00007390091,0.00045437555,0.00009736917],"domain_scores_gemma":[0.9985066,0.000008316957,0.00054347055,0.00021780425,0.00071715255,0.0000066261587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027148568,0.000102514896,0.00012681217,0.00032556584,0.00004770107,0.000074461095,0.0009715403,0.000029467865,0.000017547067],"category_scores_gemma":[0.0000502704,0.00006107629,0.00006934602,0.00044753417,0.000056003904,0.0011107224,0.00021145555,0.00009981006,0.0000044665153],"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":[0.00032964587,0.00038146996,0.0012072092,0.0003756798,0.000478705,0.000009752004,0.0010830134,0.49807817,0.0038408127,0.4528254,0.0020602115,0.039329965],"study_design_scores_gemma":[0.0056556063,0.00032235112,0.5327911,0.0027047282,0.00066187914,0.00011455343,0.005384391,0.20384789,0.014563031,0.03404567,0.19852632,0.0013825309],"about_ca_topic_score_codex":0.000016481132,"about_ca_topic_score_gemma":0.0000038185035,"teacher_disagreement_score":0.8028236,"about_ca_system_score_codex":0.000027359272,"about_ca_system_score_gemma":0.000009005919,"threshold_uncertainty_score":0.24906185},"labels":[],"label_agreement":null},{"id":"W2965400968","doi":"10.1177/1847979019866337","title":"Examination of explicit definitions of enterprise architecture","year":2019,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","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":"École de Technologie Supérieure","funders":"","keywords":"Terminology; Enterprise architecture; Architecture; Opposition (politics); Computer science; Epistemology; Knowledge management; Management science; Linguistics; Engineering; Political science; Philosophy; History","score_opus":0.007557811535868573,"score_gpt":0.18434780782158608,"score_spread":0.1767899962857175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965400968","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":[0.9371363,0.00005370792,0.04567304,0.0004058215,0.0013890209,0.00015476817,0.000006103069,0.0000307179,0.015150531],"genre_scores_gemma":[0.99830693,0.0000902353,0.0012981826,0.0000753435,0.00015761398,0.000003404194,0.000011354106,0.00001011717,0.00004681053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988735,0.0000022391778,0.0005374878,0.00006757873,0.00042668267,0.00009251819],"domain_scores_gemma":[0.9983194,0.000020704669,0.00075494556,0.000118514756,0.0007813943,0.000005063279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020703129,0.000102016485,0.00018200849,0.00084337394,0.0000103816565,0.000035901485,0.00041257805,0.000041608422,0.00010469781],"category_scores_gemma":[0.0000534073,0.00009537995,0.000084622116,0.0003411461,0.000015683005,0.00074508967,0.00010000221,0.000096569354,0.000018944533],"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":[0.00016687567,0.00036224796,0.005771762,0.0014153648,0.0007340238,0.000054280717,0.00021695285,0.17665352,0.0061605736,0.7639839,0.0006269723,0.04385352],"study_design_scores_gemma":[0.005850853,0.0001066941,0.90335333,0.0030794207,0.00031629298,0.00010118541,0.0013004611,0.018931065,0.006329893,0.010587291,0.049241602,0.0008018906],"about_ca_topic_score_codex":0.000012163105,"about_ca_topic_score_gemma":8.599763e-7,"teacher_disagreement_score":0.8975816,"about_ca_system_score_codex":0.00003349261,"about_ca_system_score_gemma":0.000010171378,"threshold_uncertainty_score":0.38894817},"labels":[],"label_agreement":null},{"id":"W2974940948","doi":"10.1177/1847979019878980","title":"Relationship between information technology auditors and auditees and their impacts on auditors","year":2019,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","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 de Sherbrooke; École de Technologie Supérieure","funders":"","keywords":"Audit; Accounting; Reputation; Joint audit; Context (archaeology); Conformity; Business; Auditor independence; Public relations; Psychology; Internal audit; Social psychology; Sociology; Political science","score_opus":0.00540331546802932,"score_gpt":0.19763809909004315,"score_spread":0.19223478362201382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974940948","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":[0.8996625,0.00007145569,0.09202875,0.0034073223,0.0032200636,0.000255157,0.0000048192373,0.00010420123,0.0012457314],"genre_scores_gemma":[0.99730074,0.000054979853,0.0005409501,0.0002420291,0.0017084376,0.0000058857568,0.000013850439,0.00002580702,0.0001073233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986108,0.0000049763244,0.00050485,0.00017309401,0.000490082,0.00021620134],"domain_scores_gemma":[0.9948968,0.00011899081,0.004398489,0.00015325223,0.0004099098,0.000022520238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039501788,0.00024095114,0.00024859564,0.0015421447,0.00006494294,0.00038011672,0.00040697158,0.00007715684,0.000028669043],"category_scores_gemma":[0.0019433341,0.00021345187,0.000049347836,0.0005451299,0.000037549686,0.0022175957,0.00036357075,0.00027080486,0.00008292511],"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":[0.00012271339,0.00007806724,0.7192957,0.0010124865,0.00067315466,0.000053191303,0.0002002567,0.035900816,0.00012359231,0.07239661,0.00503186,0.16511157],"study_design_scores_gemma":[0.0008116139,0.000020723966,0.7962727,0.000439612,0.000046038906,0.000009820119,0.00014877033,0.00073444034,0.000018547133,0.0011734577,0.20009826,0.00022600406],"about_ca_topic_score_codex":0.000015782234,"about_ca_topic_score_gemma":0.0000010798508,"teacher_disagreement_score":0.19506639,"about_ca_system_score_codex":0.00011890362,"about_ca_system_score_gemma":0.000010427028,"threshold_uncertainty_score":0.8704315},"labels":[],"label_agreement":null},{"id":"W3173440082","doi":"10.1177/18479790211023617","title":"Combining simple motion measurement, lean analysis technique and historical data review for countering negative labor cost variance: A case study","year":2021,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","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 Saskatchewan","funders":"","keywords":"Stopwatch; Variance (accounting); Idle; Lean manufacturing; Operations research; Computer science; Simple (philosophy); Identification (biology); Operations management; Econometrics; Statistics; Economics; Engineering; Mathematics","score_opus":0.08031064267569409,"score_gpt":0.30668223584916987,"score_spread":0.22637159317347577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173440082","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":[0.011460923,0.0016757719,0.9799771,0.0034213583,0.0017617021,0.0014129538,0.0000313231,0.000072471725,0.00018644496],"genre_scores_gemma":[0.99146825,0.00073576695,0.005743987,0.0008561199,0.0008518482,0.00013205531,0.00010510648,0.000038676084,0.00006818357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997774,0.000022749657,0.0007998964,0.000371402,0.0008278316,0.0002041198],"domain_scores_gemma":[0.99690425,0.000070226444,0.0005257467,0.00039190307,0.002081211,0.000026649217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021297196,0.00022667769,0.0004745527,0.00068113714,0.000106291904,0.0003616842,0.0005833557,0.000032291995,0.000043821867],"category_scores_gemma":[0.0006368595,0.0002304188,0.00011004225,0.001089192,0.000013942691,0.0011939489,0.00070137664,0.00015038748,0.0000014771342],"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":[0.0015143112,0.0135864485,0.04950661,0.053295784,0.08514493,0.066084966,0.0016500894,0.329845,0.002036307,0.06670591,0.08880313,0.24182649],"study_design_scores_gemma":[0.011228665,0.0001375675,0.047574192,0.0069797314,0.01788499,0.0015002005,0.0050741583,0.15048781,0.00007077106,0.0020315256,0.75479,0.0022403726],"about_ca_topic_score_codex":0.0002997516,"about_ca_topic_score_gemma":0.0001375523,"teacher_disagreement_score":0.98000735,"about_ca_system_score_codex":0.00039354153,"about_ca_system_score_gemma":0.00002204345,"threshold_uncertainty_score":0.93962055},"labels":[],"label_agreement":null},{"id":"W4367153907","doi":"10.1177/18479790231172874","title":"Privacy enhancing technology adoption and its impact on SMEs’ performance","year":2023,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":51,"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 Guelph","funders":"","keywords":"Business; Marketing; Government (linguistics); Scale (ratio); Knowledge management; Public relations","score_opus":0.03795295323611284,"score_gpt":0.3534588413107772,"score_spread":0.31550588807466434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367153907","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":[0.9889175,0.000055974466,0.0069400887,0.0025784199,0.0012588047,0.00006818394,0.0000022029885,0.000110423396,0.00006835671],"genre_scores_gemma":[0.9984231,0.00032291043,0.0008291588,0.000032153526,0.00009244299,0.000004472688,0.0000015004249,0.000011186608,0.00028305716],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983405,0.0000099079625,0.0004931473,0.0001709367,0.00082566123,0.00015983722],"domain_scores_gemma":[0.99879134,0.00007835845,0.00026510336,0.00016713674,0.0006542737,0.000043818924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000822676,0.0001254867,0.00017237209,0.0026589674,0.000040479295,0.00010802502,0.0007317254,0.00007073801,0.000046293182],"category_scores_gemma":[0.00042861365,0.000094186566,0.000059098053,0.0012349597,0.000018483157,0.0003636325,0.00023953193,0.00019406286,0.000103386985],"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":[0.0003298999,0.00027836126,0.088043235,0.00007064225,0.00062415935,0.0010801242,0.00032032668,0.45726913,0.009856479,0.02070114,0.0031148838,0.41831163],"study_design_scores_gemma":[0.0005375247,0.00006863294,0.97741604,0.00018933864,0.000015346212,0.00013343144,0.00010388574,0.015315902,0.0008815675,0.0005176053,0.0046960255,0.0001246979],"about_ca_topic_score_codex":4.4622774e-7,"about_ca_topic_score_gemma":1.5347163e-7,"teacher_disagreement_score":0.8893728,"about_ca_system_score_codex":0.00009867493,"about_ca_system_score_gemma":0.000016791573,"threshold_uncertainty_score":0.3840817},"labels":[],"label_agreement":null},{"id":"W4386705805","doi":"10.1177/18479790231202420","title":"The systemic tenets of the key supply chain social responsibility approaches","year":2023,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Complex Systems and Decision Making","field":"Decision Sciences","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":"École de Technologie Supérieure","funders":"","keywords":"Popularity; Systems thinking; Perspective (graphical); Psychological intervention; Subjectivity; Social responsibility; Knowledge management; Management science; Risk analysis (engineering); Computer science; Sociology; Engineering ethics; Business; Psychology; Epistemology; Public relations; Social psychology; Political science; Engineering","score_opus":0.11924646297375628,"score_gpt":0.3385396369178951,"score_spread":0.21929317394413883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386705805","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":[0.923997,0.0006673194,0.05285546,0.008843849,0.011672286,0.00046906623,0.000021390053,0.0000499553,0.0014237099],"genre_scores_gemma":[0.99830514,0.000015602318,0.00027443518,0.000014181256,0.00033043252,0.0000057741463,3.2255107e-7,0.0000099236495,0.0010442039],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9958572,0.00013809603,0.00114147,0.00017021006,0.0025334212,0.00015961568],"domain_scores_gemma":[0.9966862,0.0010992896,0.0007388724,0.00036490592,0.0010807075,0.00003000292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050688777,0.000113284645,0.0002381426,0.00048329774,0.00014008218,0.0002948354,0.0020750484,0.000031405816,0.000013077933],"category_scores_gemma":[0.0020447106,0.000057671943,0.00022149831,0.0012361325,0.00005377291,0.0001523364,0.0005908423,0.00012381288,0.000014340039],"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":[0.0005285656,0.00012809486,0.010250548,0.00012246691,0.00082449225,0.00021677681,0.002077355,0.66444945,0.00167145,0.1713639,0.025255559,0.12311136],"study_design_scores_gemma":[0.00066969724,0.000014233054,0.8839097,0.00032919997,0.0000251995,0.0001623262,0.0013790334,0.053088844,0.000056903475,0.009410513,0.050806016,0.00014832699],"about_ca_topic_score_codex":0.00000675135,"about_ca_topic_score_gemma":0.0000037416294,"teacher_disagreement_score":0.87365913,"about_ca_system_score_codex":0.00009778173,"about_ca_system_score_gemma":0.000046604633,"threshold_uncertainty_score":0.38559908},"labels":[],"label_agreement":null},{"id":"W4399268667","doi":"10.1177/18479790241257118","title":"Towards a framework for successful metaverse adoption in Small and Medium-sized Enterprises: An exploratory study","year":2024,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":30,"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 Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Exploratory research; Business; Knowledge management; Marketing; Process management; Industrial organization; Computer science; Sociology","score_opus":0.06652973209507165,"score_gpt":0.3653171021370634,"score_spread":0.29878737004199174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399268667","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":[0.65888226,0.00014277613,0.3372855,0.0009867072,0.0024516077,0.00019211191,0.000005066717,0.000044199507,0.000009768681],"genre_scores_gemma":[0.97684526,0.000117429794,0.02273539,0.000048461385,0.00016273772,0.00003648494,0.0000020161863,0.000016189284,0.000036027144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982058,0.000041133128,0.0006916731,0.00026064375,0.0006715503,0.00012922913],"domain_scores_gemma":[0.99883866,0.00019533324,0.00016925397,0.00018141704,0.00055489637,0.000060417613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018592167,0.00014132641,0.00023662773,0.0016936436,0.000021667009,0.00040122983,0.0007553632,0.000067805966,0.000048553014],"category_scores_gemma":[0.0005556037,0.00011426381,0.000075749864,0.00056793727,0.000023826839,0.00071207166,0.00017124388,0.00021197248,0.000005336342],"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":[0.00234459,0.0052781804,0.17498285,0.00046463363,0.0033629343,0.007961742,0.017798768,0.12307251,0.0010634229,0.10039018,0.0014429709,0.5618372],"study_design_scores_gemma":[0.0033712497,0.00032530297,0.9298499,0.00090113963,0.00022994445,0.00011657669,0.013154386,0.013120781,0.00011019372,0.022180472,0.016185826,0.00045421193],"about_ca_topic_score_codex":0.0000051575694,"about_ca_topic_score_gemma":0.000026746071,"teacher_disagreement_score":0.7548671,"about_ca_system_score_codex":0.000106595384,"about_ca_system_score_gemma":0.00004618857,"threshold_uncertainty_score":0.46595427},"labels":[],"label_agreement":null},{"id":"W4401403250","doi":"10.1177/18479790241266352","title":"Integrating human factors into the distribution model of goods and fast-moving consumer goods for effective inventory control","year":2024,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","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 Saskatchewan","funders":"","keywords":"Fast-moving consumer goods; Business; Finished good; Inventory control; Control (management); Distribution (mathematics); Marketing; Speciality goods; Operations management; Computer science; Economics; Production (economics); Mathematics; Microeconomics; Artificial intelligence","score_opus":0.01153352437931717,"score_gpt":0.24022536839110037,"score_spread":0.2286918440117832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401403250","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":[0.36386886,0.00096176367,0.6279837,0.0015456169,0.0038209779,0.00095123076,0.00002458552,0.00009977924,0.0007434941],"genre_scores_gemma":[0.99852055,0.000041539693,0.00048883166,0.00012843513,0.0006287158,0.000046681656,0.00003792764,0.000032429845,0.00007488924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99862367,0.000010891853,0.0005535891,0.0001935224,0.00043702222,0.00018129304],"domain_scores_gemma":[0.9990213,0.00012262708,0.00031549975,0.00012049279,0.00040252297,0.000017577888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074243126,0.00022479836,0.0002532151,0.00048052106,0.00009533324,0.0003730775,0.0004178303,0.000042529624,0.000012854208],"category_scores_gemma":[0.00015754446,0.00016579567,0.00016095069,0.0002699998,0.00006587569,0.0008126213,0.00019886353,0.00016190115,0.0000012354542],"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":[0.00023134533,0.00031155912,0.0074198595,0.0044542346,0.0042123278,0.000065475826,0.0012560573,0.30510747,0.0060129105,0.5965146,0.0054956092,0.06891855],"study_design_scores_gemma":[0.0017851421,0.000040524046,0.012963077,0.0015702636,0.0006027723,0.0000053103004,0.0009865381,0.9289767,0.00023018045,0.0044538886,0.04799427,0.00039134195],"about_ca_topic_score_codex":0.00007594608,"about_ca_topic_score_gemma":0.00000771985,"teacher_disagreement_score":0.63465166,"about_ca_system_score_codex":0.00017201932,"about_ca_system_score_gemma":0.000014296914,"threshold_uncertainty_score":0.6760951},"labels":[],"label_agreement":null},{"id":"W4403753304","doi":"10.1177/18479790241297022","title":"The impact of industry 5.0 on supply chain performance","year":2024,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","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 Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Supply chain; Business; Industrial organization; Supply chain management; Operations management; Marketing; Engineering","score_opus":0.007548718512723874,"score_gpt":0.24380693337530174,"score_spread":0.23625821486257786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403753304","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":[0.98219705,0.0006145337,0.0024654423,0.0029407586,0.005803447,0.00025067065,0.0000036765002,0.00007474873,0.0056496826],"genre_scores_gemma":[0.9973873,0.0005248494,0.00008981404,0.00008481489,0.0014521744,0.000008698364,0.0000042560955,0.000025846788,0.0004222327],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99845773,0.0000042165825,0.00047581556,0.0001419493,0.0007042964,0.00021601652],"domain_scores_gemma":[0.99911,0.00007255303,0.00023265636,0.00017400215,0.00039626184,0.000014571417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054763805,0.00018591089,0.00016423033,0.0008463107,0.000057753125,0.0004312607,0.00080355693,0.000052695155,0.00008163559],"category_scores_gemma":[0.000062702115,0.000114601695,0.00018492357,0.00064403383,0.000039229817,0.00071277685,0.00019174203,0.00029016397,0.000042172138],"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":[0.00021875247,0.00017682057,0.0073819757,0.00046585072,0.0013880667,0.000410697,0.000051057796,0.80386263,0.00016824862,0.039846987,0.01770067,0.12832823],"study_design_scores_gemma":[0.001166127,0.000102550606,0.59311056,0.0029726503,0.00017921031,0.00005542817,0.00030470837,0.1907104,0.00017952075,0.0008664886,0.20984499,0.000507397],"about_ca_topic_score_codex":0.00005587289,"about_ca_topic_score_gemma":0.0000010159692,"teacher_disagreement_score":0.61315227,"about_ca_system_score_codex":0.00014162598,"about_ca_system_score_gemma":0.000027680364,"threshold_uncertainty_score":0.46733212},"labels":[],"label_agreement":null},{"id":"W4406405787","doi":"10.1177/18479790241312116","title":"The COVID-19 impact: Insights into the pharmaceutical sector through 10-K reports","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Business Management","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","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":"Wilfrid Laurier University; University of Saskatchewan","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Business; Pandemic; Virology; Medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.03942922439172531,"score_gpt":0.3206911727987435,"score_spread":0.2812619484070182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406405787","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":[0.10948028,0.022329187,0.6721427,0.1492471,0.030704286,0.00092037756,0.000017862993,0.00014366418,0.015014541],"genre_scores_gemma":[0.9935362,0.0014431379,0.00040686253,0.0031153937,0.00036920924,0.000012847631,0.0000029697537,0.000016838398,0.0010965765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861646,0.000012986972,0.00082054705,0.00017540177,0.00017619815,0.00019843728],"domain_scores_gemma":[0.99864,0.0003121279,0.00047882204,0.00027311855,0.00021727582,0.000078628014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086778065,0.00015612268,0.00021484579,0.00034089622,0.0001264776,0.0002499888,0.0007058805,0.000043127206,0.00015680472],"category_scores_gemma":[0.0013349007,0.00010517507,0.00015374977,0.0004500193,0.000052803076,0.0002987171,0.00022553926,0.00021016426,0.000019964704],"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":[0.00034865277,0.00024475553,0.007412023,0.00026490557,0.004833853,0.0011481444,0.002472428,0.5106754,0.00011454779,0.35797286,0.10584141,0.008671072],"study_design_scores_gemma":[0.00054815185,0.0000101811365,0.01310477,0.00005212557,0.000031182775,0.00006344122,0.000037766506,0.0044273236,0.000026824428,0.021456331,0.9601248,0.00011710352],"about_ca_topic_score_codex":0.00012954182,"about_ca_topic_score_gemma":0.0000065785553,"teacher_disagreement_score":0.8840559,"about_ca_system_score_codex":0.0008353749,"about_ca_system_score_gemma":0.00010925317,"threshold_uncertainty_score":0.4288915},"labels":[],"label_agreement":null}]}