{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":47,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":47,"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":"b80f3ba9fe45","filters":{"venue":"Industrial Management & Data Systems"}},"results":[{"id":"W1527472574","doi":"10.1108/02635570810876723","title":"Enabling the business strategy of SMEs through e‐business capabilities","year":2008,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval; Université du Québec à Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Business; Originality; Contingency theory; Quality (philosophy); Industrial organization; Marketing; Contingency; Strategic management; Process management; Knowledge management; Computer science; Qualitative research","authors":[{"name":"Louis Raymond","is_ca":true},{"name":"François Bergeron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1966387380413863,"gpt":0.2743862986807129,"spread":0.07774756063932661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152624,0.0002226211,0.0001320696,0.001022854,0.0006730314,0.002438962,0.0002319855,0.0003516754,0.001406434],"category_scores_gemma":[0.004998493,0.00009183778,0.0001656313,0.001381762,0.001194521,0.001485123,0.001490336,0.0002944048,0.0002576325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001409311,"about_ca_system_score_gemma":0.003479406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01937911,"about_ca_topic_score_gemma":0.02840668,"domain_scores_codex":[0.9990232,0.0003482046,0.00007169116,0.00004962237,0.000239998,0.0002672584],"domain_scores_gemma":[0.9973157,0.000975966,0.0006798251,0.000115951,0.0005072651,0.000405247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002250702,0.0003779972,0.7723498,0.0004654267,0.00007979883,0.001232525,0.02585833,0.003087302,0.01263904,0.02702435,0.0006862698,0.1559741],"study_design_scores_gemma":[0.00001574236,0.0002966086,0.8815761,0.0003982343,0.00004501661,0.0007008587,0.08439746,0.003463857,0.003990931,0.01052164,0.01454819,0.00004537894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813415,0.0001564406,0.0009189838,0.0002509628,0.000001841505,0.00002178109,0.00002588795,0.000007944072,0.01727464],"genre_scores_gemma":[0.9993895,0.00007025047,0.0003256538,0.00001637423,6.708449e-7,0.000003300843,0.00001084353,4.801835e-7,0.0001829142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01937911,"threshold_uncertainty_score":0.03853261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993708925","doi":"10.1108/02635570810876750","title":"A knowledge management approach to data mining process for business intelligence","year":2008,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":152,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Knowledge management; Tacit knowledge; Computer science; Knowledge sharing; Business intelligence; Business process discovery; Artifact-centric business process model; Process mining; Business process; Context (archaeology); Business process modeling; Process (computing); Business process management; Knowledge extraction; Explicit knowledge; Process management; Business; Data mining; Work in process","authors":[{"name":"Hai Wang","is_ca":true},{"name":"Shouhong Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5306810694722821,"gpt":0.373202065390516,"spread":0.1574790040817661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01412842,0.0007349482,0.0008874878,0.005278549,0.003726234,0.01234489,0.004006421,0.002835315,0.006601444],"category_scores_gemma":[0.01975593,0.0007936746,0.002340459,0.007005294,0.007307733,0.01255981,0.005119161,0.003501933,0.001882864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004602668,"about_ca_system_score_gemma":0.007180005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00369699,"about_ca_topic_score_gemma":0.003959949,"domain_scores_codex":[0.9872553,0.006407907,0.001055117,0.002059979,0.002795126,0.0004265013],"domain_scores_gemma":[0.9867473,0.008156662,0.0008274792,0.002385356,0.001494227,0.0003889524],"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":[0.00005178203,0.0001798515,0.001155841,0.0004749233,0.0000894773,0.0003860569,0.004277676,0.007073507,0.001031538,0.8374411,0.004674895,0.1431634],"study_design_scores_gemma":[0.00004144988,0.00007101962,0.0004896173,0.0003550886,0.00007885633,0.0004781324,0.001910741,0.07297985,0.002009087,0.8322157,0.089312,0.00005829364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00221391,0.0003868544,0.9769561,0.003283902,0.0001017224,0.0003057237,0.00007974351,0.0003013849,0.01637067],"genre_scores_gemma":[0.09083332,0.0005679739,0.8991471,0.0007871936,0.0001733045,0.0006534873,0.0002372285,0.00007418235,0.007526215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01412842,"threshold_uncertainty_score":0.07471913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2999444372","doi":"10.1108/imds-05-2019-0280","title":"Impact of product description and involvement on purchase intention in cross-border e-commerce","year":2019,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Situational ethics; Product (mathematics); Structural equation modeling; Context (archaeology); Originality; Psychology; Value (mathematics); Cognition; Marketing; Quality (philosophy); Business; Computer science; Social psychology; Mathematics","authors":[{"name":"Jian Mou","is_ca":false},{"name":"Wenlong Zhu","is_ca":false},{"name":"Morad Benyoucef","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1178595558906791,"gpt":0.4087581144157449,"spread":0.2908985585250659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001887113,0.0002999991,0.0002473913,0.0005734974,0.0004150983,0.001641597,0.0002877695,0.0004537453,0.004331831],"category_scores_gemma":[0.009225996,0.0001861702,0.000607143,0.0004775151,0.0004991033,0.0009659432,0.0009198727,0.001008098,0.0002601877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005474639,"about_ca_system_score_gemma":0.0005867872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002812187,"about_ca_topic_score_gemma":0.003278544,"domain_scores_codex":[0.9985743,0.0007003726,0.0001203667,0.0001391437,0.0003146565,0.0001512713],"domain_scores_gemma":[0.9831306,0.009123562,0.004148296,0.0007561044,0.001253897,0.001587484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003395849,0.001376946,0.9808097,0.00008175019,0.0001152313,0.0003106928,0.001468532,0.0003784509,0.0007443195,0.0004328858,0.00009105813,0.01385078],"study_design_scores_gemma":[0.00001811014,0.0004526519,0.9923896,0.00004000964,0.00008662786,0.0001527502,0.00261428,0.003163731,0.0004037591,0.0002813547,0.0003799439,0.00001722952],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981109,0.00006588664,0.0002401219,0.00004718771,0.000002511036,0.00001269352,0.00001478652,0.000003373948,0.00150263],"genre_scores_gemma":[0.999473,0.00002930086,0.0001640553,0.00001216926,0.000001655823,0.000006779609,0.00003064838,0.000001362252,0.0002810594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004331831,"threshold_uncertainty_score":0.01449138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065442069","doi":"10.1108/02635571211232406","title":"Difficulties and benefits of integrated management systems","year":2012,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":126,"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":"Certification; Quality management system; Structural equation modeling; System integration; Process management; Quality (philosophy); Process (computing); Exploratory factor analysis; Descriptive statistics; Management system; Computer science; Operations management; Business; Engineering; Knowledge management; Quality management; Mathematics; Statistics; Database; Management","authors":[{"name":"Alexandra Simon","is_ca":false},{"name":"Stanislav Karapetrović","is_ca":true},{"name":"Martí Casadesús Fa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.136436816802978,"gpt":0.2624661387700091,"spread":0.1260293219670311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01572174,0.0004948657,0.0004112645,0.002323428,0.00191788,0.004837054,0.0008962114,0.0009826317,0.003439364],"category_scores_gemma":[0.07741076,0.0004410197,0.000564257,0.002743554,0.003956127,0.006257389,0.007866566,0.001548523,0.0002724659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683345,"about_ca_system_score_gemma":0.002879182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484095,"about_ca_topic_score_gemma":0.001221063,"domain_scores_codex":[0.9633774,0.01823851,0.003011048,0.001325329,0.01209814,0.00194942],"domain_scores_gemma":[0.9206194,0.04196753,0.01941389,0.004476395,0.009655123,0.003867629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005596605,0.0009561737,0.517134,0.001579838,0.000389738,0.001327623,0.06329799,0.004917292,0.005005446,0.07947845,0.002960442,0.3223934],"study_design_scores_gemma":[0.0001369792,0.001748853,0.6762167,0.001615614,0.0002804915,0.003270391,0.1779572,0.01204081,0.003523364,0.07655536,0.04644488,0.0002094139],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623307,0.001166768,0.008694484,0.003470077,0.0000431723,0.0001392095,0.00004869153,0.00004684195,0.02406003],"genre_scores_gemma":[0.9964902,0.0001715277,0.002760545,0.00009099513,0.00002052153,0.00002557305,0.00002256702,0.000004913299,0.0004130308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01572174,"threshold_uncertainty_score":0.0831455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3017156007","doi":"10.1108/imds-04-2019-0214","title":"A dual systems model of online impulse buying","year":2020,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"","keywords":"Credibility; Impulse (physics); Originality; Psychology; Social commerce; Structural equation modeling; Affect (linguistics); Observational study; Marketing; Perceived control; Social psychology; Advertising; Applied psychology; Business; Computer science; Social media; Mathematics; Statistics","authors":[{"name":"Haiqin Xu","is_ca":false},{"name":"Kem Z.K. Zhang","is_ca":true},{"name":"Sesia J. Zhao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3175905915937974,"gpt":0.2969837104200461,"spread":0.02060688117375131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379336,0.0006119081,0.000464918,0.001141382,0.0005966855,0.002037707,0.0007118342,0.0007787599,0.007289754],"category_scores_gemma":[0.003081041,0.0003072497,0.0009714651,0.0005130771,0.001752594,0.001030292,0.001221032,0.0009402354,0.0005480431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271258,"about_ca_system_score_gemma":0.000985857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275634,"about_ca_topic_score_gemma":0.001655309,"domain_scores_codex":[0.9988155,0.0005726136,0.00004519526,0.0002223187,0.0001765165,0.0001678838],"domain_scores_gemma":[0.9976224,0.001267173,0.0004139999,0.0001486925,0.0002375619,0.0003100723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001746868,0.003998461,0.4201051,0.0007180905,0.001014669,0.005249215,0.01863531,0.06098994,0.01619462,0.3810308,0.003376628,0.0869403],"study_design_scores_gemma":[0.0005522422,0.001968889,0.1829584,0.0002024785,0.0005899244,0.003354702,0.006923127,0.5271406,0.001945121,0.2680371,0.006104984,0.0002224523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887806,0.0004778586,0.06614622,0.002203201,0.00008569739,0.0003175733,0.0002023518,0.0001679244,0.04161858],"genre_scores_gemma":[0.9943909,0.0000930712,0.003322521,0.00006139957,0.00001572063,0.00007819785,0.0000267834,0.000004624423,0.00200673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007289754,"threshold_uncertainty_score":0.0243867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080296884","doi":"10.1108/02635570710816694","title":"The role of joint collaboration planning actions in a demand‐driven supply chain","year":2007,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Flexibility (engineering); Supply chain; Business; Joint (building); Industrial organization; Affect (linguistics); Measure (data warehouse); Knowledge management; Process management; Exploratory research; Microeconomics; Marketing; Computer science; Economics; Engineering; Psychology; Management; Sociology","authors":[{"name":"Pierre Hadaya","is_ca":true},{"name":"Luc Cassivi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1051152656966752,"gpt":0.3016214331782242,"spread":0.196506167481549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006639348,0.0003275062,0.0002199486,0.001600401,0.001526449,0.003814334,0.0006580161,0.000909159,0.005163771],"category_scores_gemma":[0.02584008,0.0005376819,0.0003843688,0.001492514,0.001969037,0.002837014,0.003357965,0.0009783594,0.000327949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495218,"about_ca_system_score_gemma":0.004503713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003991565,"about_ca_topic_score_gemma":0.004168185,"domain_scores_codex":[0.99171,0.005493068,0.0003550352,0.0004449374,0.00130349,0.0006935247],"domain_scores_gemma":[0.9489347,0.02819241,0.01228132,0.002055111,0.003486385,0.005050122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007878842,0.001606914,0.7219694,0.0004322258,0.0003574656,0.00179871,0.02132234,0.03670472,0.005857591,0.06100226,0.00138066,0.1467798],"study_design_scores_gemma":[0.0002738336,0.0017989,0.6982387,0.0003977186,0.0002799614,0.001205968,0.05914154,0.1117173,0.006343662,0.1068018,0.01354674,0.0002537574],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746893,0.0001220741,0.009860083,0.0006885568,0.000006642604,0.00009403021,0.00005240672,0.00004107821,0.01444589],"genre_scores_gemma":[0.9989259,0.00002115814,0.0008447322,0.00001332151,0.000001515357,0.00001332084,0.00001532957,0.000001711132,0.0001630091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006639348,"threshold_uncertainty_score":0.03511262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988214716","doi":"10.1108/02635570910926627","title":"Interactions between contingency, organizational IT factors, and ERP success","year":2009,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Enterprise resource planning; Contingency; Contingency theory; Knowledge management; Structural equation modeling; Context (archaeology); Originality; Information technology; Resource (disambiguation); Critical success factor; Business; Manufacturing resource planning; Information system; Value (mathematics); Resource-based view; Computer science; Marketing; Psychology; Engineering; Competitive advantage; Social psychology","authors":[{"name":"Princely Ifinedo","is_ca":true},{"name":"Nazmun Nahar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1760939526832483,"gpt":0.3352603561617662,"spread":0.159166403478518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001622972,0.0003197436,0.0003029538,0.0009030711,0.0006575399,0.001650763,0.0003060499,0.0003400424,0.006549058],"category_scores_gemma":[0.01138197,0.0002188731,0.000393319,0.0008082484,0.001244633,0.0008272348,0.00123041,0.0009539666,0.0001525238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009649809,"about_ca_system_score_gemma":0.001734463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003599122,"about_ca_topic_score_gemma":0.00430129,"domain_scores_codex":[0.9970673,0.001481277,0.0001709928,0.0003033227,0.000524488,0.0004525307],"domain_scores_gemma":[0.9619485,0.02766732,0.005590565,0.001051233,0.001054374,0.002688026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002702916,0.0003930066,0.9817626,0.00007347482,0.0002294898,0.0003706721,0.0005635984,0.001500094,0.000663985,0.002078892,0.0001336046,0.01196013],"study_design_scores_gemma":[0.00001556781,0.0004070439,0.9926512,0.0000347993,0.0001505862,0.0002552159,0.001585279,0.002255576,0.0004941652,0.001535532,0.000593096,0.00002198589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963731,0.0002015058,0.0005567571,0.0001424502,0.000005987475,0.00002170892,0.00005191855,0.00001193989,0.002634542],"genre_scores_gemma":[0.9995884,0.00004540379,0.0002247191,0.00001349983,0.000004211728,0.000008844614,0.00002369109,0.000001776014,0.00008946452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006549058,"threshold_uncertainty_score":0.02190876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1533896722","doi":"10.1108/02635570610688904","title":"Enabling the strategic development of SMEs through advanced manufacturing systems","year":2006,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University; Université du Québec à Trois-Rivières","funders":"","keywords":"Profitability index; Business; Originality; New product development; Industrial organization; Marketing; Sample (material); Strategic management; Order (exchange); Product (mathematics); Knowledge management; Computer science; Qualitative research","authors":[{"name":"Louis Raymond","is_ca":true},{"name":"Anne‐Marie Croteau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1396782303610287,"gpt":0.2682972398016878,"spread":0.1286190094406591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001285988,0.000217916,0.0001380511,0.0006754202,0.001078567,0.002226389,0.0003955676,0.0003667012,0.001993559],"category_scores_gemma":[0.003331725,0.0001077996,0.0001724844,0.001287794,0.001809065,0.001266507,0.002665608,0.0003312789,0.0004291122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829937,"about_ca_system_score_gemma":0.004600285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02273626,"about_ca_topic_score_gemma":0.03744716,"domain_scores_codex":[0.9984974,0.0006234867,0.00005653444,0.00008102302,0.0003472119,0.0003944317],"domain_scores_gemma":[0.9979483,0.0006291358,0.0005162788,0.0001914065,0.0003358805,0.0003790127],"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":[0.0002988891,0.0003155655,0.3199427,0.0009578124,0.00009413048,0.003576434,0.07829148,0.007423655,0.04225995,0.1141403,0.002606295,0.4300928],"study_design_scores_gemma":[0.00004958849,0.001194323,0.4880788,0.001170815,0.0001065506,0.003095085,0.2048938,0.01345574,0.02117436,0.05678061,0.209858,0.0001424333],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412091,0.000548463,0.008125273,0.0009291623,0.000007790355,0.00005000525,0.00003254232,0.00004861187,0.04904915],"genre_scores_gemma":[0.9976421,0.0001462599,0.00163824,0.0000319608,0.000001410031,0.000004137047,0.000009037813,0.000001529804,0.0005253247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273626,"threshold_uncertainty_score":0.0452078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023934926","doi":"10.1108/02635571111144937","title":"Effect of IT and quality management on performance","year":2011,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":75,"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":"Quality management; Knowledge management; Process management; Quality (philosophy); Information technology; Product (mathematics); Workforce management; Customer relationship management; Business; Workforce; Computer science; Operations management; Engineering; Marketing; Management system","authors":[{"name":"Cristóbal Sánchez‐Rodríguez","is_ca":true},{"name":"Ángel Rafael Martínez Lorente","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2138853021028797,"gpt":0.3014100922236211,"spread":0.08752479012074141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00408142,0.0003632478,0.0003272622,0.001093674,0.0005824879,0.002708207,0.0003944199,0.0004885624,0.005380794],"category_scores_gemma":[0.0263671,0.00009974657,0.0006398881,0.001646455,0.00133517,0.001181961,0.001452815,0.0009408891,0.0003217137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903865,"about_ca_system_score_gemma":0.001905609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005540004,"about_ca_topic_score_gemma":0.002947345,"domain_scores_codex":[0.9941241,0.002467237,0.0004300737,0.000647552,0.001538852,0.0007922132],"domain_scores_gemma":[0.9175391,0.04547548,0.02279531,0.002633139,0.005936734,0.005620214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006219966,0.001076269,0.9095263,0.0002921443,0.0005090415,0.0001408632,0.0008214788,0.004337959,0.001068905,0.004554604,0.0006396403,0.0764108],"study_design_scores_gemma":[0.0000285298,0.0007677804,0.9909114,0.00009803966,0.0001309382,0.00009052083,0.0008465223,0.002726835,0.000970106,0.002088789,0.001319029,0.00002165595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795957,0.001209359,0.001327866,0.00100941,0.00002736057,0.00004216451,0.0001633937,0.00004104865,0.01658367],"genre_scores_gemma":[0.9993698,0.0001005056,0.0001931965,0.00003491519,0.00001197982,0.000004409228,0.00003378376,0.000004011654,0.0002474074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005540004,"threshold_uncertainty_score":0.02158481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055397156","doi":"10.1108/02635571011008443","title":"Influencing knowledge workers: the power of top management","year":2010,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Knowledge management; Referent; Power (physics); Context (archaeology); Value (mathematics); Knowledge sharing; Originality; Knowledge value chain; Business; Organizational learning; Computer science; Psychology; Social psychology","authors":[{"name":"Sharmila Jayasingam","is_ca":false},{"name":"Mahfooz A. Ansari","is_ca":true},{"name":"Muhamad Jantan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1098551157078932,"gpt":0.3373162756472486,"spread":0.2274611599393554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004205525,0.0002833061,0.0002480326,0.001446572,0.002617178,0.004994717,0.0004944394,0.0005738512,0.003672425],"category_scores_gemma":[0.01446012,0.0001673788,0.0001763495,0.0007533772,0.004868658,0.001543686,0.00235608,0.0008309096,0.0003732971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181065,"about_ca_system_score_gemma":0.002176767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164326,"about_ca_topic_score_gemma":0.002873929,"domain_scores_codex":[0.9945495,0.002772248,0.000155459,0.0004792813,0.001107351,0.0009362535],"domain_scores_gemma":[0.9737212,0.01509563,0.00495716,0.001160272,0.00175382,0.003311956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003730607,0.0004098802,0.5279236,0.0006481577,0.000249287,0.001775589,0.1473905,0.0018186,0.006824871,0.03843667,0.006334028,0.2678157],"study_design_scores_gemma":[0.0001337788,0.0009043607,0.5650654,0.000797812,0.0002205981,0.001514887,0.2722502,0.007600936,0.005908924,0.07276651,0.07264397,0.0001925142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374627,0.0005064471,0.006372819,0.003219384,0.00008049174,0.00005843085,0.00003971973,0.00004099089,0.05221894],"genre_scores_gemma":[0.9990411,0.00006296175,0.0002073699,0.0001030615,0.0000160596,0.000005484354,0.000003281905,0.000002925614,0.0005575539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004994717,"threshold_uncertainty_score":0.02224123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039487011","doi":"10.1108/02635571211264654","title":"Patterns of B2B e‐commerce usage in SMEs","year":2012,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sophistication; Business; Originality; Marketing; Empirical research; E-commerce; Software deployment; Value (mathematics); Knowledge management; Industrial organization; Computer science; Psychology","authors":[{"name":"Ismail Sila","is_ca":false},{"name":"Dawn Dobni","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4320249372425947,"gpt":0.4199061816570008,"spread":0.01211875558559389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005963189,0.0001269057,0.0001415657,0.001477885,0.0004108701,0.0009424036,0.0001934242,0.000307805,0.001319723],"category_scores_gemma":[0.003733231,0.0001013479,0.0001647704,0.002547034,0.0003929622,0.0009156386,0.0006381627,0.0002482677,0.000232087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735088,"about_ca_system_score_gemma":0.0002999871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005440119,"about_ca_topic_score_gemma":0.009722841,"domain_scores_codex":[0.9994128,0.00018942,0.00009745477,0.00008332195,0.00014167,0.00007542811],"domain_scores_gemma":[0.994809,0.001686241,0.002025199,0.0002406975,0.0008383904,0.0004003796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005830625,0.00005433833,0.9747202,0.00005621757,0.00002077069,0.0003274257,0.005414327,0.0001039595,0.001617899,0.0001432157,0.0001529364,0.01733039],"study_design_scores_gemma":[0.000001141124,0.00005001322,0.9884495,0.00003172552,0.000006126546,0.0003432888,0.009781646,0.0002752097,0.0002685239,0.00008003164,0.0007057503,0.000007065661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992716,0.00004692737,0.00009173494,0.00004012284,5.659036e-7,0.000003426023,0.00003353683,0.000002009508,0.00051003],"genre_scores_gemma":[0.9994287,0.00009097227,0.0001654058,0.00002754104,0.000001346288,0.000005946382,0.00008564044,0.000001652489,0.0001927338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005440119,"threshold_uncertainty_score":0.01081687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021056539","doi":"10.1108/02635570510575199","title":"Strategic information systems planning model for building flexibility and success","year":2005,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Flexibility (engineering); Knowledge management; Cognitive flexibility; Originality; Process management; Plan (archaeology); Computer science; Engineering; Cognition; Psychology; Creativity; Management","authors":[{"name":"Ramaraj Palanisamy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1651571369397841,"gpt":0.3026028030282453,"spread":0.1374456660884612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211591,0.001039288,0.0003853429,0.002131408,0.001159192,0.003896227,0.0014674,0.001112917,0.00928353],"category_scores_gemma":[0.003965768,0.0004060206,0.001044241,0.002213186,0.002325267,0.00397637,0.001821114,0.001433538,0.001284533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004174645,"about_ca_system_score_gemma":0.0055425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131933,"about_ca_topic_score_gemma":0.008650722,"domain_scores_codex":[0.9980567,0.0008924055,0.0001010384,0.0002211702,0.000475695,0.000252992],"domain_scores_gemma":[0.9979634,0.001030824,0.0002410935,0.0001412677,0.0003674659,0.0002558089],"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":[0.00003958233,0.00008330035,0.004939913,0.0001157661,0.00004695768,0.0003440847,0.001282316,0.1374902,0.0002953051,0.8256577,0.003151387,0.02655348],"study_design_scores_gemma":[0.00007793675,0.0002101843,0.003659995,0.000255355,0.0000916434,0.0003902491,0.002235644,0.3962947,0.0005103967,0.5508276,0.04537386,0.00007244323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06912746,0.000875424,0.5646729,0.008787259,0.0001464373,0.0008602103,0.0008949917,0.0005575003,0.3540777],"genre_scores_gemma":[0.9042,0.0007893588,0.07971317,0.0002405357,0.00004972025,0.0006886893,0.0005357118,0.00005858505,0.01372433],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01131933,"threshold_uncertainty_score":0.03105652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060776968","doi":"10.1108/02635570710740643","title":"An empirical study of the anticipated consumer response to RFID product item tagging","year":2007,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Fredericton; University of New Brunswick","funders":"","keywords":"Operationalization; Product (mathematics); Context (archaeology); Marketing; Empirical research; Radio-frequency identification; Originality; Business; Economic Justice; Willingness to pay; Consumer privacy; Advertising; Psychology; Internet privacy; Information privacy; Computer science; Social psychology; Economics; Computer security; Creativity","authors":[{"name":"Rebecca Angeles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.21722873402375,"gpt":0.4173112899257184,"spread":0.2000825559019684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005410539,0.000165586,0.0001844527,0.0006743151,0.0007987535,0.001233815,0.0004502905,0.000628447,0.003526204],"category_scores_gemma":[0.03342155,0.0002459013,0.0002105106,0.000926293,0.001220326,0.001157683,0.0006689206,0.0008519787,0.0003903333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00143645,"about_ca_system_score_gemma":0.001390123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01415823,"about_ca_topic_score_gemma":0.01392365,"domain_scores_codex":[0.9963025,0.001945179,0.0002066082,0.0003037665,0.0009275977,0.0003143673],"domain_scores_gemma":[0.9560792,0.02850115,0.008234319,0.001504424,0.004879481,0.0008013569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003328593,0.001110158,0.910884,0.0001853507,0.00004415496,0.0003318457,0.05996332,0.0002393074,0.001233488,0.001590399,0.0007502583,0.02333501],"study_design_scores_gemma":[0.00003936995,0.001218918,0.8613043,0.00009214169,0.00004106065,0.0002996852,0.1298675,0.001348173,0.001425182,0.0005563804,0.003756771,0.0000503961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99751,0.00001916446,0.0002964521,0.0001285308,0.000002262024,0.00003902179,0.00005790723,0.000002159356,0.001944563],"genre_scores_gemma":[0.9986668,0.00005182239,0.0004533566,0.0001549456,0.000003796301,0.00005420938,0.00007373987,0.00000234725,0.0005389468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01415823,"threshold_uncertainty_score":0.02861398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095442082","doi":"10.1108/02635570610712609","title":"Implementation of the ISO 9001: from QMS to business model","year":2006,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality management system; Quality (philosophy); Certificate; Business; Order (exchange); Empirical research; Quality of analytical results; Maturity (psychological); Certification; Marketing; Operations management; Accounting; Quality management; Computer science; Process management; Engineering; Management; Service (business); Economics; Mathematics; Statistics; Finance","authors":[{"name":"Franka Piskar","is_ca":false},{"name":"Slavko Dolinšek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1052571170209102,"gpt":0.2851844006066153,"spread":0.1799272835857051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007988463,0.0003216076,0.0002579794,0.0009474354,0.0006755859,0.005071481,0.0009362302,0.0005382338,0.002773287],"category_scores_gemma":[0.01022829,0.0002222144,0.0002463644,0.001581162,0.00244012,0.002170157,0.001764638,0.001169011,0.0009355177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006065851,"about_ca_system_score_gemma":0.008895163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007869801,"about_ca_topic_score_gemma":0.004582237,"domain_scores_codex":[0.9881066,0.00537174,0.0006545648,0.0007257528,0.004565486,0.000575892],"domain_scores_gemma":[0.992694,0.002184232,0.001135496,0.0007486768,0.00280366,0.0004339242],"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":[0.0003491854,0.001066861,0.07431515,0.002016385,0.00005432182,0.0006051561,0.0586722,0.004877551,0.01208226,0.1316333,0.01708103,0.6972467],"study_design_scores_gemma":[0.0001433616,0.002130168,0.3999243,0.003642251,0.0001515853,0.0013396,0.1355714,0.01676152,0.01500036,0.04251485,0.3825914,0.000229193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7843885,0.002122909,0.05766402,0.0135858,0.0003012388,0.001139412,0.0005061601,0.0003422125,0.1399497],"genre_scores_gemma":[0.9666003,0.0009184824,0.02602063,0.000537444,0.00003075019,0.0002301736,0.0002896162,0.00004242615,0.005330117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007988463,"threshold_uncertainty_score":0.044011,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987201440","doi":"10.1108/imds-09-2013-0365","title":"Emotions and ERP information sourcing: the moderating role of expertise","year":2014,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Enterprise resource planning; Context (archaeology); Psychology; Perception; Originality; Knowledge management; Process (computing); Resource (disambiguation); Cognitive psychology; Computer science; Social psychology","authors":[{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"René Riedl‬","is_ca":false},{"name":"Jan vom Brocke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2078068001474909,"gpt":0.3498203102031233,"spread":0.1420135100556323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002483178,0.000302601,0.0002972347,0.0002550645,0.0004691075,0.001705137,0.0003317382,0.0005387767,0.004773342],"category_scores_gemma":[0.01199007,0.0002149439,0.0003010282,0.000182367,0.0006545559,0.0008251776,0.001149937,0.0008121452,0.0002750726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003236493,"about_ca_system_score_gemma":0.0004017077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004714511,"about_ca_topic_score_gemma":0.0004798058,"domain_scores_codex":[0.9980302,0.001059459,0.0001226927,0.000326966,0.0002961522,0.0001644967],"domain_scores_gemma":[0.9821247,0.01415098,0.001649037,0.0006991933,0.0007183283,0.0006578111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01012713,0.01274955,0.5849347,0.002561281,0.0006449285,0.001958103,0.06469918,0.00203003,0.1628928,0.004171549,0.001215035,0.1520157],"study_design_scores_gemma":[0.0003411721,0.005208102,0.9459348,0.0002146728,0.0004203314,0.0005314748,0.01469224,0.00458717,0.02183888,0.003025686,0.003101205,0.0001040366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965342,0.00008435299,0.00103773,0.00009608384,0.000009069128,0.00006160969,0.00002696269,0.000006123267,0.002143946],"genre_scores_gemma":[0.9977805,0.00006705543,0.001306801,0.00009281055,0.000009094059,0.0001037988,0.00002821721,0.000006194984,0.0006055677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004773342,"threshold_uncertainty_score":0.01596844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035363551","doi":"10.1108/imds-08-2019-0458","title":"Playing in the backstore: interface gamification increases warehousing workforce engagement","year":2020,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; HEC Montréal; Polytechnique Montréal","funders":"","keywords":"Employee engagement; Originality; Set (abstract data type); Psychology; Workforce; Task (project management); Knowledge management; Value (mathematics); Self-determination theory; Intrinsic motivation; Human–computer interaction; Computer science; Applied psychology; Social psychology; Engineering","authors":[{"name":"Mario Passalacqua","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Lennart E. Nacke","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"Tony Caprioli","is_ca":false},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4459364656221039,"gpt":0.3460186305025594,"spread":0.09991783511954444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007857078,0.0006785525,0.0003558585,0.0004215142,0.0002207945,0.001023036,0.0004880771,0.0005728004,0.006136125],"category_scores_gemma":[0.003867302,0.0002307926,0.000308036,0.0001862583,0.0003483383,0.0008329322,0.00128393,0.0004167632,0.0006239887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162663,"about_ca_system_score_gemma":0.0002035189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003350884,"about_ca_topic_score_gemma":0.0004769037,"domain_scores_codex":[0.9996561,0.0001431826,0.00002145812,0.00006934605,0.00005625178,0.00005371556],"domain_scores_gemma":[0.9987406,0.0008108192,0.0001414347,0.00007845545,0.00005131875,0.0001774257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01445725,0.04127707,0.04924651,0.003422707,0.00038977,0.0008645033,0.01294725,0.008778992,0.1556605,0.002097264,0.007506496,0.7033517],"study_design_scores_gemma":[0.005043577,0.09441677,0.5590055,0.001658524,0.001744284,0.001598045,0.01499077,0.1598487,0.1184643,0.01296667,0.02976185,0.0005009375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929663,0.00006987182,0.004313571,0.0001090691,0.0000221233,0.0001411672,0.00002577046,0.0002629008,0.002089299],"genre_scores_gemma":[0.9762165,0.0001164221,0.02151338,0.0001075098,0.00001218882,0.0001952957,0.00006167214,0.00004280069,0.001734163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006136125,"threshold_uncertainty_score":0.02052736,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994513696","doi":"10.1108/02635570310470638","title":"A strategy‐based model for e‐commerce planning","year":2003,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Business; Core (optical fiber); Knowledge management; Process management; Strategic planning; E-commerce; Marketing; Computer science","authors":[{"name":"Diana Kao","is_ca":true},{"name":"Judith Decou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.684339409607484,"gpt":0.4671931175405333,"spread":0.2171462920669507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399003,0.0009900371,0.0004167292,0.002218011,0.0011526,0.005818969,0.002378839,0.002468206,0.01598037],"category_scores_gemma":[0.002472976,0.0005248509,0.001024321,0.003434985,0.002383368,0.005030392,0.001155454,0.001860996,0.003780051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00439149,"about_ca_system_score_gemma":0.004758651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01568641,"about_ca_topic_score_gemma":0.01820509,"domain_scores_codex":[0.9989552,0.0004266668,0.00006985305,0.0001519146,0.0002771997,0.0001190715],"domain_scores_gemma":[0.9990331,0.0004619587,0.0001008389,0.00005692486,0.0002170574,0.000130053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000161677,0.00005615435,0.0006972578,0.00006287561,0.0000263672,0.0002110824,0.0003684788,0.100373,0.0001922295,0.8795264,0.002829284,0.01564077],"study_design_scores_gemma":[0.00005417359,0.00009531929,0.0007371407,0.0001010668,0.00003657833,0.0002948626,0.0005238378,0.3925915,0.0001716312,0.5709478,0.03440074,0.00004545809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01544318,0.000859651,0.6734028,0.006744763,0.0001800885,0.000602907,0.0007762183,0.0004016493,0.3015888],"genre_scores_gemma":[0.5598267,0.002541597,0.3666129,0.0007532683,0.000130512,0.001856393,0.001218307,0.0001228173,0.06693739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01598037,"threshold_uncertainty_score":0.05345964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198582677","doi":"10.1108/imds-02-2021-0093","title":"Social media influencers, product placement and network engagement: using AI image analysis to empirically test relationships","year":2021,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nipissing University","funders":"","keywords":"Influencer marketing; Social media; Product (mathematics); Social network (sociolinguistics); Originality; Advertising; Brand engagement; Social network analysis; Marketing; Psychology; Business; Computer science; Social psychology; Marketing management; World Wide Web; Mathematics; Creativity; Relationship marketing","authors":[{"name":"Richard Rutter","is_ca":false},{"name":"Stuart J. Barnes","is_ca":false},{"name":"Stuart Roper","is_ca":false},{"name":"John Nadeau","is_ca":true},{"name":"Fiona Lettice","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2380303714824731,"gpt":0.3776148337012614,"spread":0.1395844622187883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009943414,0.0003802824,0.0002431888,0.001936989,0.0004364361,0.001609504,0.0004520871,0.0003591818,0.003583206],"category_scores_gemma":[0.007246198,0.0001362033,0.0003509988,0.001156904,0.0006503357,0.001510801,0.000802184,0.0005974899,0.0006774444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008625363,"about_ca_system_score_gemma":0.0003150843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008210749,"about_ca_topic_score_gemma":0.009017568,"domain_scores_codex":[0.9992743,0.0002215589,0.00003392047,0.0001825589,0.0002021953,0.00008544156],"domain_scores_gemma":[0.9954215,0.002280049,0.001234352,0.0002955353,0.0005419534,0.000226638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005555268,0.0008718444,0.8986886,0.0002128046,0.0001749914,0.0002113087,0.005092526,0.00163965,0.006114812,0.002139133,0.001524293,0.0827746],"study_design_scores_gemma":[0.00002072243,0.0002891351,0.941496,0.00005658397,0.000105412,0.0002053989,0.007017342,0.04099652,0.004391839,0.002010384,0.003375711,0.0000349204],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893559,0.00006129361,0.00290244,0.0001050379,0.000009683558,0.00007184609,0.0004297641,0.0000630796,0.007001072],"genre_scores_gemma":[0.9952074,0.00002910644,0.003469847,0.00002664099,0.00001039284,0.00006051666,0.000361445,0.00001357156,0.0008211356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008210749,"threshold_uncertainty_score":0.01632589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283163921","doi":"10.1108/imds-01-2022-0008","title":"A digital transformation-enabled framework and strategies for public health risk response and governance: China's experience","year":2022,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Digital transformation; Emergency management; Corporate governance; Process management; Government (linguistics); Knowledge management; Risk management; Digital health; Risk analysis (engineering); Engineering; Business; Computer science; Health care; Political science","authors":[{"name":"Ching‐Hung Lee","is_ca":false},{"name":"Dianni Wang","is_ca":false},{"name":"Shupeng Lyu","is_ca":false},{"name":"Richard Evans","is_ca":true},{"name":"Li Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1020561506255193,"gpt":0.3096257346101643,"spread":0.2075695839846451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003974774,0.00042953,0.0002530929,0.001341517,0.003820808,0.003773287,0.0009625005,0.001350499,0.002656323],"category_scores_gemma":[0.002716613,0.0001780415,0.0003887678,0.00243115,0.005946188,0.003423729,0.004243755,0.001265454,0.0001294516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01460764,"about_ca_system_score_gemma":0.02221796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07030443,"about_ca_topic_score_gemma":0.05400428,"domain_scores_codex":[0.9980245,0.0009191306,0.000128767,0.0001585391,0.0003166863,0.0004524708],"domain_scores_gemma":[0.9986306,0.0004782196,0.0001504227,0.0001435718,0.000192418,0.0004046896],"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":[0.00009802929,0.0003290079,0.05577309,0.001025635,0.00004739184,0.005208854,0.2504253,0.01231412,0.002840853,0.4850785,0.01633721,0.1705219],"study_design_scores_gemma":[0.0001386008,0.0004725944,0.09280363,0.001284549,0.00008717498,0.001599533,0.3280203,0.03448454,0.003295151,0.08422939,0.4533332,0.0002513878],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8607427,0.00696254,0.01632582,0.0334799,0.0002742356,0.0005397036,0.000163207,0.0001684354,0.08134343],"genre_scores_gemma":[0.9927188,0.00132676,0.001814191,0.0004186339,0.00002476715,0.00005616477,0.00004092989,0.000005941522,0.003593747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07030443,"threshold_uncertainty_score":0.1397904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084929766","doi":"10.1108/02635570110386562","title":"Just‐in‐time manufacturing in Ghana","year":2001,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Production (economics); Business; Quality (philosophy); Manufacturing; Industrial organization; Cellular manufacturing; Operations management; Marketing; Economics; Finance; Microeconomics","authors":[{"name":"Kwasi Amoako‐Gyampah","is_ca":false},{"name":"Vidyaranya B. Gargeya","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1330108932285837,"gpt":0.2784962193973775,"spread":0.1454853261687938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123033,0.0001198214,0.000134593,0.0003424797,0.0007123353,0.0006265261,0.0001298453,0.000212114,0.007468981],"category_scores_gemma":[0.0008272006,0.0001300825,0.00005366945,0.001441053,0.0006077295,0.0006113144,0.0005268887,0.0002553448,0.0003899977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001187562,"about_ca_system_score_gemma":0.001434198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944895,"about_ca_topic_score_gemma":0.03485102,"domain_scores_codex":[0.9997358,0.00009347772,0.0000154202,0.00002442478,0.00004052616,0.00009036752],"domain_scores_gemma":[0.9988481,0.0002889918,0.0004963817,0.00004630072,0.00009790839,0.0002223085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003989542,0.0004704229,0.6437234,0.001399883,0.00003106285,0.01534533,0.05449219,0.001638923,0.0120409,0.02523875,0.01263887,0.2325813],"study_design_scores_gemma":[0.0000617658,0.0003751514,0.800984,0.0004564815,0.00002005041,0.003438192,0.0734552,0.0006369052,0.001320894,0.002732281,0.1164949,0.00002426683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846758,0.001616048,0.0002962653,0.001745887,0.00001762921,0.00002928035,0.0001464558,0.00000649832,0.01146607],"genre_scores_gemma":[0.9952604,0.001746351,0.0002897526,0.0001891125,0.000007441259,0.000009771758,0.00007588325,0.00000313247,0.00241812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01944895,"threshold_uncertainty_score":0.03867149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127656770","doi":"10.1108/imds-09-2020-0518","title":"Inventory classification system in space mission component replenishment using multi-attribute fuzzy ABC classification","year":2021,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Purchasing; Computer science; Fuzzy logic; Operations research; Space (punctuation); Component (thermodynamics); Data mining; Artificial intelligence; Industrial engineering; Operations management; Engineering","authors":[{"name":"Kai Leung Yung","is_ca":false},{"name":"G.T.S. Ho","is_ca":false},{"name":"Yuk Ming Tang","is_ca":false},{"name":"W.H. Ip","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7235294339796781,"gpt":0.4697627399531842,"spread":0.2537666940264938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532567,0.0005995101,0.0007399646,0.003588752,0.001141567,0.003207785,0.001182341,0.000809771,0.00339767],"category_scores_gemma":[0.003806826,0.0002565699,0.0008158801,0.00292045,0.0004748927,0.001533338,0.0007425588,0.000697228,0.0006290193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249674,"about_ca_system_score_gemma":0.001729021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02436751,"about_ca_topic_score_gemma":0.01039607,"domain_scores_codex":[0.9980398,0.0003565552,0.0002664379,0.0002124253,0.0009776317,0.0001473039],"domain_scores_gemma":[0.9981959,0.0003062646,0.0001734645,0.0001285572,0.001130225,0.00006552861],"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":[0.0004054616,0.0003073475,0.02477121,0.0004274641,0.0001277984,0.0003735961,0.0007206468,0.286825,0.00808578,0.02380966,0.007411894,0.6467342],"study_design_scores_gemma":[0.00001874415,0.00008259845,0.004536086,0.00005664799,0.0000417832,0.0001027289,0.0001997228,0.9828372,0.002960015,0.004497701,0.004633345,0.00003347483],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08719317,0.0004755617,0.8963174,0.0004401381,0.0001375916,0.0005224152,0.0005183666,0.001066361,0.01332918],"genre_scores_gemma":[0.6948906,0.0003704809,0.2995035,0.00008163943,0.00003562691,0.0003114555,0.0007908413,0.0000357174,0.00397998],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02436751,"threshold_uncertainty_score":0.04845136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170396773","doi":"10.1108/02635570610671461","title":"Safeguarding mechanisms in a supply chain network","year":2006,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Sherbrooke; Université du Québec à Montréal; HEC Montréal","funders":"","keywords":"Safeguarding; Supply chain; Business; Interdependence; Industrial organization; Supply network; Transaction cost; Context (archaeology); Supply chain management; Knowledge management; Empirical research; Dependency (UML); Marketing; Process management; Computer science; Power (physics)","authors":[{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Luc Cassivi","is_ca":true},{"name":"Pierre Hadaya","is_ca":true},{"name":"Olivier Caya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05941050642216052,"gpt":0.2367222879979199,"spread":0.1773117815757593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00368361,0.0003443639,0.000291129,0.002106588,0.0009274658,0.003423311,0.001221127,0.000753472,0.006255157],"category_scores_gemma":[0.02019658,0.0003437018,0.0003599195,0.002595626,0.002981834,0.008090273,0.003005527,0.0006223471,0.0005740107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564407,"about_ca_system_score_gemma":0.001554079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399504,"about_ca_topic_score_gemma":0.0007446986,"domain_scores_codex":[0.9962745,0.001622375,0.0003283214,0.0005917269,0.0008801062,0.0003031791],"domain_scores_gemma":[0.976561,0.01164659,0.006796201,0.003366356,0.001185869,0.0004439211],"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":[0.0003247673,0.0002344656,0.05675289,0.0004644545,0.0001803707,0.0007508784,0.006545803,0.1136786,0.007892216,0.5252243,0.0008314867,0.2871198],"study_design_scores_gemma":[0.0001207623,0.0006299933,0.03294946,0.0008551346,0.0002574278,0.001004397,0.007940963,0.1939792,0.01134566,0.7064557,0.04433425,0.0001269885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5819174,0.0009580694,0.3774279,0.001080229,0.00002064592,0.0003395019,0.0001648776,0.0002740556,0.03781715],"genre_scores_gemma":[0.9839178,0.0002258023,0.01461443,0.00002897812,0.000008260899,0.00006410582,0.00003668107,0.000009159875,0.001094842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006255157,"threshold_uncertainty_score":0.02092558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980581379","doi":"10.1108/02635570210445853","title":"An integrated framework for recommendation systems in e‐commerce","year":2002,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Recommender Systems and Techniques","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Recommender system; Computer science; Product (mathematics); The Internet; E-commerce; Mobile commerce; World Wide Web; Architecture; Knowledge management","authors":[{"name":"Timothy K. Shih","is_ca":false},{"name":"Chuan-Feng Chiu","is_ca":false},{"name":"Hui-Huang Hsu","is_ca":false},{"name":"Fuhua Lin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2302829126612999,"gpt":0.337690331533979,"spread":0.1074074188726792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003538197,0.001046629,0.001706384,0.001374638,0.001187702,0.004452789,0.00416662,0.003494514,0.006314334],"category_scores_gemma":[0.004215416,0.00098545,0.002079696,0.002435554,0.001369318,0.00516956,0.001839673,0.003048958,0.004903118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001540261,"about_ca_system_score_gemma":0.001984082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293436,"about_ca_topic_score_gemma":0.01167938,"domain_scores_codex":[0.9969658,0.001018822,0.0003235576,0.0004603436,0.001059819,0.0001717582],"domain_scores_gemma":[0.9988701,0.0003158578,0.00004992566,0.0003034639,0.0003793201,0.00008136382],"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":[0.0001221768,0.0002484581,0.0007221346,0.000623543,0.000343973,0.0004959811,0.0004693018,0.06573526,0.004843455,0.607462,0.01864089,0.3002928],"study_design_scores_gemma":[0.0001424176,0.0002139446,0.0004345627,0.0002583358,0.0002586135,0.000520897,0.0001293301,0.5535083,0.002561051,0.2229967,0.2188688,0.0001071089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007944717,0.00134561,0.991137,0.0005831215,0.000138402,0.0002065317,0.00006722267,0.00128886,0.004438827],"genre_scores_gemma":[0.02993881,0.002077674,0.9567232,0.0003074686,0.0002041258,0.000556253,0.0004426256,0.0001301985,0.009619626],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01293436,"threshold_uncertainty_score":0.02571815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887967628","doi":"10.1108/imds-10-2017-0477","title":"Investigating virtual community participation and promotion from a social influence perspective","year":2018,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Norm of reciprocity; Virtual community; Social identity theory; Originality; Promotion (chess); Reciprocity (cultural anthropology); Psychology; Structural equation modeling; Social psychology; Perspective (graphical); Neglect; Compliance (psychology); Sociology; Social group; Political science; Social capital; Computer science","authors":[{"name":"Li‐Chun Hsu","is_ca":false},{"name":"Kaiyu Wang","is_ca":true},{"name":"Wen‐Hai Chih","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3247818344724726,"gpt":0.402540237204539,"spread":0.07775840273206641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003499662,0.0002404777,0.0002122109,0.001144733,0.001155394,0.002134295,0.0003927624,0.0004224084,0.002010605],"category_scores_gemma":[0.01147111,0.00013254,0.0002689904,0.0005783,0.001558957,0.001443865,0.001888968,0.0006079507,0.0001039858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008331232,"about_ca_system_score_gemma":0.001400324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063381,"about_ca_topic_score_gemma":0.002617441,"domain_scores_codex":[0.9971901,0.001850929,0.0000898128,0.0001778012,0.0004300142,0.0002614346],"domain_scores_gemma":[0.9860283,0.007974111,0.003365735,0.0004296386,0.0009310014,0.001271236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002188823,0.001287904,0.7447424,0.0005044332,0.0001364474,0.0005724829,0.1090483,0.0008425738,0.003996209,0.01157829,0.0005694793,0.1265026],"study_design_scores_gemma":[0.00005582154,0.001449556,0.7883896,0.0005056302,0.0002103076,0.0005875812,0.1734815,0.01066687,0.003766618,0.01070667,0.01010566,0.00007426093],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910647,0.0001629688,0.001345702,0.0003046609,0.000007771572,0.00003927101,0.00001009584,0.000008579717,0.007056225],"genre_scores_gemma":[0.9994578,0.00003740575,0.0003002787,0.00001603394,0.000004545107,0.00001578012,0.000004329484,0.000001003623,0.0001628623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003499662,"threshold_uncertainty_score":0.0185082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006197291","doi":"10.1108/02635571211225486","title":"Understanding product lifecycle management and supporting systems","year":2012,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Product lifecycle; Product (mathematics); Closed loop; New product development; Engineering; Product management; Process management; Product design specification; Originality; Systems engineering; Key (lock); Manufacturing engineering; Computer science; Product design; Business; Marketing","authors":[{"name":"Pierre Hadaya","is_ca":false},{"name":"Philippe Marchildon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3450060424086535,"gpt":0.3038372036363026,"spread":0.04116883877235089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002092266,0.000461903,0.0002058011,0.002992093,0.000910363,0.004941416,0.0007461389,0.0007029726,0.003941367],"category_scores_gemma":[0.007900277,0.0002512534,0.0004123749,0.003065638,0.003866306,0.007552818,0.00193396,0.0009022124,0.0003775121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00514425,"about_ca_system_score_gemma":0.006607351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03716186,"about_ca_topic_score_gemma":0.01680126,"domain_scores_codex":[0.9987445,0.0004660101,0.00007681453,0.0002103525,0.0003443028,0.000158059],"domain_scores_gemma":[0.9924518,0.004475656,0.001524802,0.0006502487,0.0007340123,0.0001634392],"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":[0.00003142642,0.0001766633,0.03850969,0.001460109,0.00006502397,0.0002850607,0.01403507,0.008419331,0.001508971,0.529595,0.002989517,0.4029243],"study_design_scores_gemma":[0.00002337417,0.0001572219,0.08957003,0.002891719,0.0001148047,0.0007450338,0.02589934,0.02978043,0.00300537,0.5295945,0.3181292,0.0000889472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3887147,0.04120107,0.2450723,0.02126035,0.0001566903,0.0003890341,0.0007300532,0.0004471935,0.3020286],"genre_scores_gemma":[0.9483239,0.009485002,0.03739926,0.0004463698,0.00004461627,0.00006450215,0.0002478494,0.00002275877,0.003965635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716186,"threshold_uncertainty_score":0.0738911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042566318","doi":"10.1108/imds-03-2013-0148","title":"Can integration difficulties affect innovation and satisfaction?","year":2014,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":26,"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":"Structural equation modeling; Knowledge management; Originality; Customer satisfaction; Quality (philosophy); Process management; Exploratory factor analysis; Documentation; Construct (python library); Business; Order (exchange); Affect (linguistics); Computer science; Psychology; Marketing; Creativity; Social psychology","authors":[{"name":"Alexandra Simon","is_ca":false},{"name":"Luc Honore Petnji Yaya","is_ca":false},{"name":"Stanislav Karapetrović","is_ca":true},{"name":"Martí Casadesús Fa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09761081008744112,"gpt":0.274169055373304,"spread":0.1765582452858629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004069595,0.000303337,0.0005007159,0.001291684,0.0005843243,0.003515794,0.000462356,0.001126028,0.005013209],"category_scores_gemma":[0.02049045,0.0002246981,0.0009230623,0.001647482,0.001867421,0.001997532,0.001882469,0.00119984,0.0004170831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00110492,"about_ca_system_score_gemma":0.00109603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001634203,"about_ca_topic_score_gemma":0.001226085,"domain_scores_codex":[0.9938682,0.003301274,0.0005021917,0.0004253194,0.001167557,0.000735461],"domain_scores_gemma":[0.9683525,0.01733712,0.008583299,0.0008099622,0.002303234,0.002614015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003144042,0.000771581,0.9204262,0.0003657332,0.0002507789,0.0004823985,0.008617366,0.0004313148,0.0006193185,0.003481019,0.0007290414,0.06351098],"study_design_scores_gemma":[0.000020187,0.0004885268,0.9756738,0.0001889056,0.0001078744,0.0005446172,0.01519938,0.001632643,0.0004109616,0.003370126,0.002327127,0.00003584917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899096,0.0009307306,0.001188753,0.001375191,0.00003480564,0.00003556941,0.00007962403,0.00001003228,0.006435751],"genre_scores_gemma":[0.9991455,0.000182236,0.0002645741,0.0001152147,0.00001745522,0.00001556541,0.00004916228,0.000002532259,0.0002076722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005013209,"threshold_uncertainty_score":0.02152234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1797530993","doi":"10.1108/imds-04-2015-0163","title":"Modeling and quantifying uncertainty in the product design phase for effects of user preference changes","year":2015,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Product (mathematics); Computer science; Product design; Process (computing); Uncertainty analysis; Product lifecycle; New product development; Analytics; Originality; Industrial engineering; Data mining; Engineering; Simulation; Mathematics","authors":[{"name":"Hamid Afshari","is_ca":true},{"name":"Qingjin Peng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4251468684002204,"gpt":0.3238510668707648,"spread":0.1012958015294556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003278644,0.0009433787,0.0004557914,0.001141621,0.0004560937,0.0015361,0.0007277691,0.0007316843,0.001890354],"category_scores_gemma":[0.01245914,0.0005532148,0.001009126,0.0008465194,0.0004658578,0.001892583,0.0009780541,0.000842948,0.0001542171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001518957,"about_ca_system_score_gemma":0.00128442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005067234,"about_ca_topic_score_gemma":0.004460956,"domain_scores_codex":[0.9974467,0.001058266,0.000126181,0.0003392243,0.0008974121,0.0001323248],"domain_scores_gemma":[0.9871378,0.009321952,0.001362018,0.0009829259,0.001055796,0.0001395421],"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":[0.0003138081,0.0001879241,0.01548449,0.0002091413,0.0001129744,0.0001417513,0.0002803612,0.9086386,0.005860792,0.00606952,0.0002793598,0.06242124],"study_design_scores_gemma":[0.00001299933,0.0002417442,0.006251377,0.00002830374,0.00008410992,0.00006841069,0.0001135699,0.9824945,0.005063417,0.004624473,0.0009830478,0.00003401237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4797818,0.0007378799,0.5107284,0.0003323219,0.00004478946,0.0002653552,0.0003000203,0.0002209529,0.007588429],"genre_scores_gemma":[0.9637782,0.0001220446,0.03529553,0.00002419736,0.000005821872,0.00007587619,0.00008799543,0.00001784325,0.0005923471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005067234,"threshold_uncertainty_score":0.01733935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2955737512","doi":"10.1108/imds-04-2018-0151","title":"The arithmetic complexity of online grocery shopping: the moderating role of product pictures","year":2019,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Product (mathematics); Grocery shopping; Session (web analytics); Task (project management); Advertising; Product type; Product category; Psychology; Cognition; Computer science; Mathematics; Business; Engineering","authors":[{"name":"Camille Desrochers","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Marc Frédette","is_ca":true},{"name":"Seyedmohammadmahdi Mirhoseini","is_ca":true},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3688369219909083,"gpt":0.3893650697957737,"spread":0.02052814780486545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195917,0.0005642548,0.0005035585,0.0005293652,0.0006679775,0.002063412,0.0006319766,0.001152339,0.01120408],"category_scores_gemma":[0.01574397,0.0004679945,0.0007727809,0.0005294651,0.000890592,0.001139831,0.001028278,0.001287305,0.0003797672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004832713,"about_ca_system_score_gemma":0.0007097793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388598,"about_ca_topic_score_gemma":0.003830307,"domain_scores_codex":[0.998121,0.0009445896,0.00009938663,0.000378462,0.0003029285,0.0001536463],"domain_scores_gemma":[0.9674095,0.0241763,0.004802191,0.001182963,0.0007722004,0.001656831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01007196,0.007683211,0.9306822,0.0006709018,0.001008165,0.0005652044,0.008300717,0.0004298856,0.01225912,0.0009583135,0.0005581159,0.02681209],"study_design_scores_gemma":[0.0001004805,0.001404109,0.9949461,0.00004123293,0.0003274783,0.0000746365,0.001141782,0.0005934386,0.0006741848,0.0002809114,0.0003968659,0.00001889692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974878,0.0001474768,0.0001882423,0.0001130182,0.00001468213,0.00006409401,0.00005875246,0.000006267364,0.00191985],"genre_scores_gemma":[0.9974241,0.0001321572,0.0007078503,0.0001413727,0.00002058778,0.0001217137,0.0000823819,0.00001387508,0.001355978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01120408,"threshold_uncertainty_score":0.03748131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403922088","doi":"10.1108/imds-03-2024-0257","title":"A three-phase framework for mapping barriers to blockchain adoption in sustainable supply chain","year":2024,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Blockchain; Supply chain; Business; Phase (matter); Chain (unit); Computer science; Computer security; Marketing; Chemistry","authors":[{"name":"Md. Ramjan Ali","is_ca":false},{"name":"Sharfuddin Ahmed Khan","is_ca":true},{"name":"Yaşanur Kayıkçı","is_ca":false},{"name":"Muhammad Shujaat Mubarik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05382488125022113,"gpt":0.3030264443928525,"spread":0.2492015631426313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009194606,0.001206747,0.0008545056,0.007795699,0.001870564,0.00369116,0.001509174,0.001380134,0.003945799],"category_scores_gemma":[0.01751702,0.0006006168,0.002157,0.003754345,0.002400228,0.003486634,0.002355436,0.001376885,0.0004115481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004977298,"about_ca_system_score_gemma":0.01045275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835518,"about_ca_topic_score_gemma":0.0180128,"domain_scores_codex":[0.9945605,0.003216873,0.0003182447,0.000678184,0.0008744335,0.0003517592],"domain_scores_gemma":[0.9868026,0.00911441,0.001269843,0.0003302748,0.002153711,0.0003291162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005019026,0.0007410329,0.1337343,0.003687974,0.0008174842,0.001509339,0.01260347,0.175368,0.004352672,0.2783423,0.007397741,0.3809438],"study_design_scores_gemma":[0.000148105,0.0006042854,0.03985282,0.001325754,0.0005374121,0.0005824337,0.008785419,0.7488789,0.002498357,0.1789785,0.01761765,0.0001904971],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1035943,0.001274849,0.8771448,0.002562686,0.00006531858,0.003249347,0.0009372811,0.0005901326,0.01058126],"genre_scores_gemma":[0.5857915,0.0004110333,0.4085853,0.000191982,0.00002279309,0.002586488,0.0007914174,0.00003817605,0.001581313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01835518,"threshold_uncertainty_score":0.04862636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407757384","doi":"10.1108/imds-05-2024-0488","title":"Building organizational agility through digital transformation: a configurational approach in SMEs","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Digital transformation; Business; Knowledge management; Process management; Computer science; Industrial organization; World Wide Web","authors":[{"name":"Claudia Pelletier","is_ca":false},{"name":"François L’Écuyer","is_ca":false},{"name":"Louis Raymond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05773417777737596,"gpt":0.274262932097851,"spread":0.2165287543204751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002037319,0.0002722662,0.0002331074,0.003961104,0.002878211,0.00452803,0.001041495,0.0006885444,0.003151751],"category_scores_gemma":[0.004743155,0.0002105865,0.0003770776,0.002831662,0.01199695,0.003883938,0.003614385,0.0007764202,0.0001270871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007784815,"about_ca_system_score_gemma":0.004049679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01229498,"about_ca_topic_score_gemma":0.02207677,"domain_scores_codex":[0.998066,0.001250027,0.00007279214,0.0001394498,0.0002346158,0.0002370541],"domain_scores_gemma":[0.9970574,0.001628966,0.0003741981,0.0003546683,0.000317424,0.0002672703],"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":[0.0002117581,0.0002294344,0.05920161,0.000564524,0.00006993445,0.002585268,0.101488,0.01162451,0.005918314,0.7104423,0.0005208935,0.1071434],"study_design_scores_gemma":[0.00006487451,0.0004150579,0.1072463,0.0008458537,0.00009406924,0.002408677,0.4335991,0.02143643,0.005767495,0.3993758,0.02862477,0.0001214863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8601223,0.0006102626,0.02920992,0.001767453,0.00001462723,0.0002324911,0.00004839447,0.00004677223,0.1079477],"genre_scores_gemma":[0.9974313,0.00006814842,0.002171382,0.00002500252,0.000001066404,0.00002698577,0.000007008036,0.000002041027,0.0002669666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01229498,"threshold_uncertainty_score":0.05648303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2087877633","doi":"10.1108/02635570810847545","title":"The role of life cycle concepts in the assessment of interorganizational alignment","year":2008,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; HEC Montréal; Concordia University","funders":"","keywords":"Automotive industry; Generalizability theory; Knowledge management; Product (mathematics); Product lifecycle; Originality; Supply chain; Business; Process management; Marketing; Computer science; New product development; Engineering; Psychology; Creativity","authors":[{"name":"Anne‐Marie Croteau","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Luc Cassivi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0458868776815216,"gpt":0.2644887459119203,"spread":0.2186018682303987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01524807,0.0005356409,0.0003227019,0.009968923,0.001351316,0.005999866,0.0009370713,0.000833089,0.004295752],"category_scores_gemma":[0.05303341,0.0002894535,0.0007136579,0.00879907,0.004217861,0.01062033,0.003937731,0.001009792,0.0003146656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004003226,"about_ca_system_score_gemma":0.003031882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955283,"about_ca_topic_score_gemma":0.001639153,"domain_scores_codex":[0.9888589,0.00719038,0.0007566101,0.0005360696,0.00212935,0.0005286127],"domain_scores_gemma":[0.9210511,0.05559705,0.01183206,0.003630792,0.005722924,0.002166121],"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":[0.0005219541,0.000333702,0.253476,0.001355579,0.0002840576,0.000457409,0.03460472,0.008990074,0.002478677,0.4026323,0.001342798,0.2935228],"study_design_scores_gemma":[0.00008148541,0.001399485,0.3213832,0.001873553,0.000190806,0.001479453,0.1327271,0.05597623,0.004128846,0.4205669,0.0599569,0.0002360153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6879425,0.002813574,0.1959525,0.001484068,0.00009402421,0.0008557439,0.0004136087,0.0001718914,0.110272],"genre_scores_gemma":[0.9743389,0.0002837052,0.02432189,0.00006102457,0.0000113753,0.0002783219,0.0001434379,0.00002803212,0.0005332179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01524807,"threshold_uncertainty_score":0.08064049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224055553","doi":"10.1108/imds-12-2021-0769","title":"Making the hospital smart: using a deep long short-term memory model to predict hospital performance metrics","year":2022,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Energy Load and Power Forecasting","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Recurrent neural network; Computer science; Autoregressive integrated moving average; Mean squared error; Mean absolute percentage error; Medical prescription; Autoregressive model; Time series; Artificial intelligence; Term (time); Artificial neural network; Machine learning; Data mining; Statistics; Medicine; Mathematics","authors":[{"name":"Qiong Jia","is_ca":false},{"name":"Ying Zhu","is_ca":true},{"name":"Rui Xu","is_ca":false},{"name":"Yubin Zhang","is_ca":false},{"name":"Yihua Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1019509993021668,"gpt":0.2622060953328756,"spread":0.1602550960307089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007112121,0.0008311995,0.0003868086,0.0007802377,0.0001630825,0.000843291,0.0009025451,0.0006913432,0.00126643],"category_scores_gemma":[0.002532643,0.0002148115,0.0003946022,0.000532666,0.0002160843,0.001061453,0.0006433719,0.0007918257,0.000375799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009180274,"about_ca_system_score_gemma":0.0009385223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607934,"about_ca_topic_score_gemma":0.01591443,"domain_scores_codex":[0.9997403,0.00005936112,0.00002115329,0.00008109495,0.00005000419,0.00004807806],"domain_scores_gemma":[0.9995028,0.0001480671,0.000123485,0.00003063926,0.0001385131,0.00005643814],"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":[0.0005394438,0.0006472779,0.1262724,0.0002394432,0.0002813993,0.0004888896,0.0003412221,0.5830246,0.004611501,0.003157665,0.008731476,0.2716646],"study_design_scores_gemma":[0.000005413842,0.00006431713,0.004858297,0.00001833811,0.00001986651,0.00001623272,0.00003417884,0.9927207,0.0005060912,0.001435989,0.0003105539,0.00001001913],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7885535,0.001867991,0.197609,0.003061377,0.0002652408,0.0001110891,0.001874129,0.00160837,0.005049355],"genre_scores_gemma":[0.9875633,0.0002346924,0.01032807,0.0001532397,0.00003614208,0.0000315729,0.0006534974,0.00001668621,0.0009828572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607934,"threshold_uncertainty_score":0.03197151,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408203150","doi":"10.1108/imds-09-2024-0859","title":"Timing and interdependencies in blockchain capabilities development for supply chain management: a resource-based view perspective","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Blockchain; Interdependence; Perspective (graphical); Supply chain; Supply chain management; Process management; Supply chain risk management; Business; Resource (disambiguation); Computer science; Service management; Computer security; Marketing","authors":[{"name":"Bruna Alves Lima","is_ca":false},{"name":"Gilberto Miller Devós Ganga","is_ca":false},{"name":"Moacir Godinho Filho","is_ca":false},{"name":"Luis Antonio de Santa-Eulália","is_ca":true},{"name":"Matthias Thürer","is_ca":false},{"name":"Maciel M. Queiroz","is_ca":false},{"name":"Katherine Kaneda Moraes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05187433292525237,"gpt":0.279286339667127,"spread":0.2274120067418746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01182441,0.0006967623,0.0004813764,0.007934664,0.001187569,0.006354866,0.001088886,0.001178683,0.004098658],"category_scores_gemma":[0.02394391,0.0005516409,0.0009314456,0.005242715,0.005216277,0.01250008,0.002827726,0.001509959,0.0003344504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004824623,"about_ca_system_score_gemma":0.00744233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003805882,"about_ca_topic_score_gemma":0.005533976,"domain_scores_codex":[0.9915001,0.006114918,0.0004294792,0.0005049987,0.001083247,0.0003671789],"domain_scores_gemma":[0.9515029,0.03944377,0.004635525,0.001540628,0.002258259,0.000618979],"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":[0.00009821081,0.00006157092,0.01402805,0.002248186,0.0001946522,0.0005382866,0.01057276,0.01973772,0.00180353,0.8427371,0.0007413189,0.1072387],"study_design_scores_gemma":[0.00003690599,0.0002395998,0.01563253,0.00465718,0.0004095462,0.0006778713,0.0168276,0.0330357,0.003017818,0.8694894,0.05586452,0.0001111555],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2667386,0.02767124,0.5252147,0.01294042,0.0002481907,0.0007923287,0.00062485,0.0002061348,0.1655636],"genre_scores_gemma":[0.9413697,0.004722071,0.05125194,0.0002759255,0.00005133814,0.0002768766,0.0001296811,0.00002827552,0.001894304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01182441,"threshold_uncertainty_score":0.06253421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053501423","doi":"10.1108/02635570110394635","title":"A socio‐technical framework for quality assessment of computer information systems","year":2001,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Sociotechnical system; Suite; Context (archaeology); Stakeholder; Quality (philosophy); Knowledge management; Field (mathematics); Information system; Computer science; Quality management system; Key (lock); Process management; Engineering management; Engineering; Quality management; Management system; Operations management; Management; Computer security; Political science","authors":[{"name":"Shailendra Palvia","is_ca":false},{"name":"Ravi Sharma","is_ca":false},{"name":"David W. Conrath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2499556431748265,"gpt":0.4558352727865423,"spread":0.2058796296117159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02054208,0.001553678,0.00101019,0.01141451,0.003671133,0.01146444,0.003188245,0.003172123,0.003597658],"category_scores_gemma":[0.0227367,0.0007945967,0.001178972,0.005873544,0.02319032,0.00874152,0.004660798,0.003721417,0.0004675552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117603,"about_ca_system_score_gemma":0.01106918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008329509,"about_ca_topic_score_gemma":0.005605503,"domain_scores_codex":[0.9789585,0.01210863,0.001467691,0.0009641446,0.005878245,0.000622812],"domain_scores_gemma":[0.9765236,0.01495879,0.002825702,0.001273343,0.003739509,0.0006790438],"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":[0.000002426595,0.00002530575,0.0004766318,0.0001192509,0.0000152646,0.00005906746,0.00130008,0.002335038,0.0001139812,0.9876744,0.0006853216,0.007193224],"study_design_scores_gemma":[0.00001541623,0.00006450134,0.001248724,0.000349416,0.00001595531,0.0001197569,0.002700031,0.009982663,0.0002389443,0.9528174,0.0324138,0.00003340062],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01036624,0.006216485,0.8716431,0.02874829,0.0003519293,0.001090356,0.0002435371,0.0001574481,0.08118259],"genre_scores_gemma":[0.4536225,0.004901268,0.5290571,0.001985751,0.0006519206,0.003154354,0.0002659296,0.00006647662,0.006294592],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02054208,"threshold_uncertainty_score":0.1086382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995484363","doi":"10.1108/02635571211193680","title":"Evaluating clinical trial management systems: a simulation approach","year":2012,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Process (computing); Management science; Originality; Process management; Information system; Risk analysis (engineering); Clinical trial; Dilemma; Task (project management); Identification (biology); System dynamics; Knowledge management; Operations research; Systems engineering; Qualitative research; Engineering; Artificial intelligence; Medicine","authors":[{"name":"Céline Bérard","is_ca":false},{"name":"L. Martin Cloutier","is_ca":true},{"name":"Luc Cassivi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8094295835606408,"gpt":0.6288543712672953,"spread":0.1805752122933455,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01334406,0.0008413639,0.0009000191,0.001415928,0.0007234691,0.002773721,0.001531921,0.001679943,0.004393488],"category_scores_gemma":[0.03909502,0.00061867,0.001113105,0.001065882,0.001478128,0.001817254,0.001593746,0.001278116,0.0002473024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625714,"about_ca_system_score_gemma":0.004952709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008516987,"about_ca_topic_score_gemma":0.005003003,"domain_scores_codex":[0.9885098,0.01015524,0.0002482836,0.0002562561,0.0005823951,0.000248008],"domain_scores_gemma":[0.9331017,0.06142265,0.00200396,0.001127253,0.001868212,0.0004763217],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002009503,0.0001566349,0.002583711,0.0001534344,0.00008656209,0.00006257182,0.0003004307,0.9419824,0.000391394,0.04638761,0.0002622151,0.007432105],"study_design_scores_gemma":[0.00008369788,0.0001748393,0.0002432795,0.00005084251,0.00003671392,0.00001390577,0.0001125568,0.9882029,0.0003526327,0.009703219,0.00101415,0.00001140444],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1889836,0.0006541027,0.7753863,0.002682872,0.0001090297,0.001622035,0.0005959604,0.0003502054,0.02961592],"genre_scores_gemma":[0.8389138,0.0004780991,0.1557206,0.0001996712,0.00003269948,0.001966458,0.0001630627,0.00002867361,0.002496958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.986656,"threshold_uncertainty_score":0.07057101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989352463","doi":"10.1108/02635570210459614","title":"Western exporting manufacturers’ channel structure in emerging markets","year":2002,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"International Business and FDI","field":"Business, Management and Accounting","cited_by":10,"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":"Channel (broadcasting); Industrial organization; Emerging markets; Market structure; Business; Marketing; Economic geography; Economics; Telecommunications; Engineering","authors":[{"name":"Lee Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09827277111463767,"gpt":0.2533418847453897,"spread":0.155069113630752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006925314,0.00006614865,0.0001184177,0.0008594504,0.000526889,0.001304328,0.0001512226,0.0002458995,0.003359628],"category_scores_gemma":[0.00205001,0.000119538,0.00009292706,0.0007278083,0.0007931189,0.001820684,0.0006729776,0.0002988258,0.000229478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006179973,"about_ca_system_score_gemma":0.000397214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536368,"about_ca_topic_score_gemma":0.009872334,"domain_scores_codex":[0.9998016,0.00005098753,0.00001018929,0.00003569787,0.00003356864,0.00006800059],"domain_scores_gemma":[0.9978956,0.0007243212,0.0007484644,0.0001173116,0.0003626396,0.0001516764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000584379,0.0001743317,0.9433082,0.00003706865,0.00001628233,0.0006506445,0.01841157,0.0004981863,0.002941138,0.01032723,0.0004054033,0.02264558],"study_design_scores_gemma":[0.00002560597,0.0001776888,0.9689351,0.00003743787,0.00003059328,0.0002927985,0.02350412,0.001514854,0.001369958,0.00171629,0.002376287,0.00001921786],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980325,0.00001431882,0.00005772423,0.00001916726,4.154807e-7,0.000001699526,0.00001191896,5.224382e-7,0.001861873],"genre_scores_gemma":[0.9992638,0.00003516443,0.0001034332,0.00001048342,9.518086e-7,0.000001680027,0.00002001594,9.156327e-7,0.0005635222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004536368,"threshold_uncertainty_score":0.01123905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388920594","doi":"10.1108/imds-10-2023-816","title":"Guest editorial: Smart supply chain management to achieve carbon neutrality: risk, challenges and opportunities","year":2023,"lang":"en","type":"editorial","venue":"Industrial Management & Data Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Supply chain; Supply chain risk management; Supply chain management; Business; Carbon neutrality; Neutrality; Risk management; Risk analysis (engineering); Environmental economics; Engineering; Service management; Marketing; Economics; Political science; Electrical engineering; Renewable energy; Finance","authors":[{"name":"Weihua Liu","is_ca":false},{"name":"Paul Tae‐Woo Lee","is_ca":false},{"name":"Li Zhou","is_ca":false},{"name":"Kevin Li","is_ca":true},{"name":"Truong Van Nguyen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09635447994407434,"gpt":0.2820277573918506,"spread":0.1856732774477763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007520768,0.003245828,0.00357232,0.002720755,0.003225717,0.01110194,0.003061873,0.02084619,0.0201585],"category_scores_gemma":[0.02485249,0.001123688,0.002494827,0.001460748,0.002343978,0.004602117,0.001770431,0.02112561,0.01166137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002861548,"about_ca_system_score_gemma":0.003992096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312242,"about_ca_topic_score_gemma":0.004229725,"domain_scores_codex":[0.9940441,0.0008815391,0.0005246945,0.0007030047,0.003351056,0.0004955918],"domain_scores_gemma":[0.9779822,0.008031889,0.001562911,0.0004387647,0.008202787,0.003781465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002986225,0.00001181173,0.00001721296,0.0001355909,0.00001598097,0.00009303303,0.000007258867,0.00002462557,0.00006023029,0.0003107303,0.9961722,0.003121469],"study_design_scores_gemma":[0.00009631459,0.00004608246,0.0002552987,0.0005117606,0.00007055295,0.0002469065,0.00004996406,0.0003183173,0.000174906,0.001986111,0.9962142,0.0000295114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004155515,0.004192951,0.0001489408,0.0360778,0.9577301,0.00001685244,0.00005447595,0.00004117868,0.001696286],"genre_scores_gemma":[0.0005266903,0.00300453,0.0001001082,0.01569434,0.9728078,0.00001797006,0.00002559195,0.00003028235,0.007792709],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02084619,"threshold_uncertainty_score":0.06743687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4281384084","doi":"10.1108/imds-09-2021-0543","title":"Understanding compliance intention of SNS users during the COVID-19 pandemic: a theory of appraisal and coping","year":2022,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Coping (psychology); Pandemic; Structural equation modeling; Psychology; Originality; Self-efficacy; Coronavirus disease 2019 (COVID-19); Transparency (behavior); Social psychology; Social media; Government (linguistics); Public relations; Business; Political science; Computer science; Medicine; Clinical psychology; Disease; Infectious disease (medical specialty)","authors":[{"name":"Ping Li","is_ca":false},{"name":"Younghoon Chang","is_ca":false},{"name":"Shan Wang","is_ca":true},{"name":"Siew Fan Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7680631959978994,"gpt":0.4613286816223965,"spread":0.3067345143755029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00284601,0.0003545523,0.000239227,0.0009996222,0.0006798205,0.002132182,0.0003494911,0.0008004317,0.002321369],"category_scores_gemma":[0.01363542,0.0002832861,0.0006665962,0.000555919,0.0013732,0.002049341,0.001237792,0.001210696,0.0001574576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008254628,"about_ca_system_score_gemma":0.001016726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606506,"about_ca_topic_score_gemma":0.002852334,"domain_scores_codex":[0.9986271,0.0008164325,0.00009893918,0.0001150084,0.0001773008,0.0001653045],"domain_scores_gemma":[0.9897628,0.006478814,0.002174788,0.000434873,0.0006249478,0.0005237696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009394134,0.001014976,0.8851475,0.0001896616,0.0001249532,0.0002002164,0.07143639,0.0007419967,0.000831908,0.004968282,0.0004472253,0.03480292],"study_design_scores_gemma":[0.00002675797,0.0005721172,0.8588363,0.0003456385,0.0001099086,0.0002495817,0.1189749,0.01147783,0.0005249968,0.00658549,0.002232161,0.00006439161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935829,0.00008481609,0.001582058,0.0004718672,0.000008353119,0.00007212314,0.00003591106,0.000006111523,0.004155888],"genre_scores_gemma":[0.9991809,0.00006864191,0.0004890166,0.00005073017,0.000003116232,0.00003972476,0.00002589319,0.00000122251,0.0001408071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00284601,"threshold_uncertainty_score":0.01505131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229454885","doi":"10.1108/imds-08-2021-0511","title":"The impacts of industry environment on software insourcing, outsourcing, and buying","year":2022,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Insourcing; Outsourcing; Software; Business; Dynamism; Investment (military); Knowledge process outsourcing; Industrial organization; Marketing; Computer science","authors":[{"name":"Xiaowei Liu","is_ca":false},{"name":"Wen Guang Qu","is_ca":false},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05053479807095979,"gpt":0.2285319560245059,"spread":0.1779971579535461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009752635,0.0001873969,0.0001865892,0.00104656,0.0006709727,0.002168038,0.0002809828,0.0003240936,0.004716001],"category_scores_gemma":[0.005898471,0.0001154938,0.0002830545,0.001410333,0.0009933771,0.0007813731,0.001588006,0.0005372738,0.0002830283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407214,"about_ca_system_score_gemma":0.001484245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005462916,"about_ca_topic_score_gemma":0.009107748,"domain_scores_codex":[0.9985619,0.000470321,0.00007677354,0.0001217348,0.0004593861,0.0003099266],"domain_scores_gemma":[0.9850102,0.005488533,0.006427609,0.0003682667,0.00103363,0.00167179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009680137,0.0002164972,0.9837015,0.00004237413,0.00005961161,0.0002695623,0.0006005389,0.0009705581,0.0003766125,0.001025962,0.0002034148,0.01243663],"study_design_scores_gemma":[0.00000351872,0.00008036128,0.9940421,0.00002978294,0.0000310586,0.00006287666,0.003342489,0.0009148352,0.0003537534,0.0005564337,0.0005721096,0.00001064078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947292,0.0001596579,0.0002143936,0.0001723031,0.00000296599,0.000009468195,0.00004573438,0.000004489832,0.004661757],"genre_scores_gemma":[0.9994641,0.00008968728,0.00008511706,0.00001876514,0.000003545212,0.000002582495,0.00002743254,0.000001606713,0.000307165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005462916,"threshold_uncertainty_score":0.01577663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2094643656","doi":"10.1108/02635570010291801","title":"A report of information technology in Mexican manufacturing firms","year":2000,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sophistication; Profitability index; Business; Free trade agreement; Industrial organization; Marketing; International trade; Free trade; Finance","authors":[{"name":"Stephen E. Lunce","is_ca":false},{"name":"Stephanie A. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04280760063230431,"gpt":0.2204945866570243,"spread":0.17768698602472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008236403,0.0001563357,0.0001084255,0.003148272,0.0008273812,0.002244378,0.0003130044,0.0006005229,0.005433077],"category_scores_gemma":[0.005680205,0.0001470197,0.000154292,0.004806088,0.0003214274,0.0007924704,0.0008478456,0.0004743628,0.0005269861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995314,"about_ca_system_score_gemma":0.001633704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0486078,"about_ca_topic_score_gemma":0.04015221,"domain_scores_codex":[0.999196,0.00008921933,0.00006472622,0.00009111725,0.0003536054,0.0002053913],"domain_scores_gemma":[0.9896248,0.00275972,0.00469825,0.0004908657,0.001626143,0.0008002692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001187657,0.0001891143,0.9339954,0.0002273205,0.0000381126,0.0007915817,0.005464446,0.000324442,0.001424081,0.002047293,0.01355649,0.0418228],"study_design_scores_gemma":[0.000004372751,0.00006933122,0.965186,0.00003330138,0.0000145159,0.000182753,0.006957614,0.0001991866,0.0007342908,0.00006828285,0.02653749,0.00001287446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963615,0.001581929,0.0001913406,0.001929181,0.00003192,0.00003604768,0.005153178,0.00004272379,0.02741862],"genre_scores_gemma":[0.9847627,0.001866947,0.000233673,0.0002020409,0.00005155996,0.00002764379,0.004809987,0.000004438645,0.008040889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0486078,"threshold_uncertainty_score":0.09664971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391043438","doi":"10.1108/imds-03-2023-0181","title":"Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model","year":2024,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Interdependence; Computer science; Originality; Strategic planning; Set (abstract data type); Strategic management; Knowledge management; Marketing; Business; Qualitative research","authors":[{"name":"Fei Wang","is_ca":false},{"name":"Ning Nan","is_ca":true},{"name":"Jing Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2089044006851107,"gpt":0.3506885674057639,"spread":0.1417841667206531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003953956,0.0005713304,0.0006598092,0.002436333,0.0007177045,0.003617213,0.0009197104,0.001143797,0.004855422],"category_scores_gemma":[0.02561439,0.0003338668,0.001109931,0.00231664,0.001474019,0.004277165,0.001236649,0.001019256,0.0003853423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003198067,"about_ca_system_score_gemma":0.002166466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01166262,"about_ca_topic_score_gemma":0.007037406,"domain_scores_codex":[0.9982011,0.001002863,0.00006066301,0.0002509951,0.0002819286,0.0002023962],"domain_scores_gemma":[0.9768823,0.01939458,0.001621933,0.000648778,0.0009800124,0.0004724162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006829494,0.001516196,0.3513862,0.000647998,0.0005750413,0.001374048,0.009718308,0.3371349,0.003201547,0.1957656,0.003006841,0.09499045],"study_design_scores_gemma":[0.00004000944,0.0003572944,0.04115494,0.00009925123,0.0001176814,0.0001876624,0.007574493,0.9229379,0.0003861863,0.02506323,0.002030723,0.00005065081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555873,0.000185185,0.02797346,0.000522085,0.000006812409,0.0002692332,0.0001453294,0.00005283014,0.01525772],"genre_scores_gemma":[0.9956779,0.00005168962,0.003691451,0.00001705546,0.00000149651,0.00006540439,0.00004445521,0.000008404761,0.0004421404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166262,"threshold_uncertainty_score":0.02320373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403734207","doi":"10.1108/imds-03-2023-0197","title":"Breaking the mold: the pursuit of decentralized trade and supply chain finance","year":2024,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Supply chain; Business; Mold; Chain (unit); Trade finance; Finance; Commerce; Economics; Public finance; Marketing; Materials science; Macroeconomics; Physics","authors":[{"name":"Mohamad Sadegh Sangari","is_ca":true},{"name":"Kar Wai So","is_ca":true},{"name":"Atefeh Mashatan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08120946774619799,"gpt":0.2695207510748702,"spread":0.1883112833286722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01676327,0.0002622063,0.0004283509,0.001557747,0.003615801,0.008112226,0.001331771,0.002273652,0.004062973],"category_scores_gemma":[0.02524325,0.0003259681,0.0003419782,0.003066913,0.01014989,0.0106193,0.006248891,0.002353373,0.0004814558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005406428,"about_ca_system_score_gemma":0.01304975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00343904,"about_ca_topic_score_gemma":0.00546433,"domain_scores_codex":[0.9866648,0.00874071,0.0002867129,0.0008591749,0.002392997,0.001055644],"domain_scores_gemma":[0.9751584,0.01421407,0.003882048,0.003303355,0.001771246,0.001670759],"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":[0.0001836823,0.0002228395,0.02032738,0.0005480637,0.00007154328,0.0006576689,0.0107472,0.01671028,0.003163842,0.7001261,0.003492893,0.2437486],"study_design_scores_gemma":[0.00006747527,0.0003684829,0.01490074,0.001166494,0.00004438453,0.0004198416,0.01384344,0.03323878,0.002741758,0.8170476,0.1160729,0.00008809444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.532257,0.005393209,0.2947195,0.0393798,0.0002457031,0.0004845415,0.0001232245,0.000337628,0.1270596],"genre_scores_gemma":[0.9836587,0.0007209635,0.01301996,0.0004649619,0.00004545084,0.00004672442,0.00002343443,0.00002027944,0.001999446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01676327,"threshold_uncertainty_score":0.08865368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404467957","doi":"10.1108/imds-05-2023-0277","title":"UNISON framework with fuzzy decision tree for water conservation in the dynamic scheduling of the textile dyeing process","year":2024,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Water Quality Monitoring and Analysis","field":"Environmental 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":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Unison; Dyeing; Textile; Computer science; Scheduling (production processes); Decision tree; Engineering; Operations management; Artificial intelligence; Chemistry; Geography","authors":[{"name":"Chien-Chun Ku","is_ca":false},{"name":"Kang-Ting Ma","is_ca":true},{"name":"Tung Le","is_ca":false},{"name":"Chen–Fu Chien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06794732199952487,"gpt":0.3124224596669342,"spread":0.2444751376674094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002120596,0.0006097125,0.0008285603,0.000879688,0.0005578556,0.001296805,0.0008888121,0.0007120835,0.002403857],"category_scores_gemma":[0.00195946,0.0003762654,0.0008499472,0.001035057,0.000340921,0.0009999741,0.0007270499,0.0007637139,0.0002212178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817557,"about_ca_system_score_gemma":0.002314698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01155508,"about_ca_topic_score_gemma":0.0120217,"domain_scores_codex":[0.9990218,0.0004459491,0.00004771829,0.0001585322,0.0001891822,0.0001367886],"domain_scores_gemma":[0.9993066,0.0003810016,0.0000939306,0.00002651911,0.0001358231,0.00005628345],"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":[0.0000789274,0.00006334904,0.0005589361,0.00007359713,0.00003728661,0.0000609255,0.00005611279,0.961271,0.000800121,0.01144111,0.0003370231,0.02522166],"study_design_scores_gemma":[0.000005069425,0.00003298529,0.00007000347,0.000005003493,0.000008106544,0.000006031762,0.00001425241,0.9967709,0.000126784,0.002596243,0.000361805,0.000002875189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03867292,0.0005267606,0.9559116,0.0002294026,0.00005528372,0.0001146573,0.0001058214,0.0001663317,0.00421713],"genre_scores_gemma":[0.7549316,0.0004770281,0.2415203,0.00009898641,0.00003912128,0.0001939987,0.0001496796,0.00003923194,0.002550004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01155508,"threshold_uncertainty_score":0.02297562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309524787","doi":"10.1108/imds-03-2022-0185","title":"Economic impacts of in-house and packaged software investments: the influence of software investment opportunities","year":2022,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Software; Business; Investment (military); Software development; Value (mathematics); Marketing; Industrial organization; Computer science; Operating system","authors":[{"name":"Wen Guang Qu","is_ca":false},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09160914364733252,"gpt":0.2325327717993355,"spread":0.140923628152003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008613507,0.0002986333,0.0002810149,0.001618458,0.0003315655,0.002331223,0.0004114533,0.0005327901,0.00315703],"category_scores_gemma":[0.007389802,0.0001948068,0.000536191,0.002002592,0.0006334951,0.001424291,0.00132163,0.001329471,0.0003760674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00202242,"about_ca_system_score_gemma":0.001023628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01525587,"about_ca_topic_score_gemma":0.02655184,"domain_scores_codex":[0.9990801,0.0002245592,0.00005291126,0.0001127043,0.0002262736,0.000303506],"domain_scores_gemma":[0.9878619,0.005034648,0.00503938,0.000318599,0.0007302014,0.001015277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001412968,0.0002032465,0.9663076,0.0000573422,0.0001946338,0.0003954397,0.0001245078,0.01365989,0.0003912993,0.003123625,0.001286099,0.01411495],"study_design_scores_gemma":[0.00001185074,0.0001854093,0.9747432,0.00006144105,0.0001395302,0.0001246986,0.0008807346,0.01740443,0.0007417587,0.002512487,0.003169546,0.0000249257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926051,0.0003900686,0.0006175812,0.0006247416,0.00001217137,0.00001687488,0.000920278,0.00001159562,0.004801556],"genre_scores_gemma":[0.9982352,0.000229523,0.0001056661,0.00003324584,0.0000118318,0.000005967163,0.0005802827,0.000002575082,0.0007957622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525587,"threshold_uncertainty_score":0.03033412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416851652","doi":"10.1108/imds-03-2025-0378","title":"Supply chain digitization and corporate digital innovation: evidence from China","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Algoma University","funders":"","keywords":"Digitization; Supply chain; Information flow; Digital transformation; China; Supply chain management; Chain (unit)","authors":[{"name":"Minghao Fang","is_ca":false},{"name":"Conggang Li","is_ca":false},{"name":"Peigong Li","is_ca":false},{"name":"Rong Xu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09185619283241422,"gpt":0.2509888893446019,"spread":0.1591326965121877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001955971,0.0003484315,0.0004381533,0.003429868,0.00146555,0.001344723,0.0006377565,0.0004743467,0.003535799],"category_scores_gemma":[0.005234338,0.0002402909,0.0007791919,0.006156714,0.00190557,0.001197094,0.001705692,0.0005219322,0.0001761383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003705939,"about_ca_system_score_gemma":0.005576584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1256899,"about_ca_topic_score_gemma":0.1341612,"domain_scores_codex":[0.9987207,0.0002191413,0.0001466881,0.0002616923,0.0003764807,0.0002753057],"domain_scores_gemma":[0.9903707,0.003222739,0.004006898,0.0007454838,0.001070132,0.0005841132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008546303,0.0002081142,0.9762253,0.0002362358,0.0001447418,0.0004712844,0.001801395,0.0006596936,0.0002415236,0.001349363,0.0003221532,0.01825477],"study_design_scores_gemma":[0.00002502984,0.00009681957,0.993901,0.00008788912,0.0001791376,0.00008993192,0.002534854,0.001155886,0.0003796087,0.0003430199,0.001191068,0.00001572283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971423,0.00073354,0.0001417926,0.0002063994,0.000003727275,0.00001996316,0.0001860355,0.000004343752,0.001561957],"genre_scores_gemma":[0.9988149,0.0006580309,0.00007973702,0.00004401758,0.000004981625,0.000008096748,0.0001855887,9.747433e-7,0.0002037073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1256899,"threshold_uncertainty_score":0.2499167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414120268","doi":"10.1108/imds-03-2025-0292","title":"Navigating across the uncertainty: investigating the impact of buyer firms' digital transformation on operational efficiency","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Business and Economic Development","field":"Environmental 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":"York University","funders":"","keywords":"Operational efficiency; Digital transformation; Dependency (UML); Perspective (graphical); Process (computing); Information technology; Business process; Supply chain","authors":[{"name":"Libin Qin","is_ca":false},{"name":"Wenjuan Zeng","is_ca":false},{"name":"Zhenyuan Liu","is_ca":false},{"name":"Kyra Dong","is_ca":false},{"name":"Ying Kei Tse","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05857536028818111,"gpt":0.3089687346742626,"spread":0.2503933743860815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00498722,0.0002697493,0.0003699471,0.001472961,0.0008068125,0.004289487,0.0006168272,0.0005933879,0.002998021],"category_scores_gemma":[0.02431589,0.0001821433,0.0003805157,0.0023304,0.001806581,0.004337503,0.003006885,0.0009123933,0.000216375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003452165,"about_ca_system_score_gemma":0.002331676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006221036,"about_ca_topic_score_gemma":0.005300897,"domain_scores_codex":[0.9967902,0.001239548,0.0002427321,0.0004023463,0.0008824407,0.0004427308],"domain_scores_gemma":[0.9617905,0.02550205,0.008325126,0.001491667,0.0020244,0.0008661195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003128358,0.0003640774,0.8524457,0.0003944419,0.0002353233,0.0007577489,0.01175948,0.01934794,0.001848833,0.02116479,0.0004706971,0.0908981],"study_design_scores_gemma":[0.00003570648,0.0007630335,0.8424377,0.0003159802,0.0003631593,0.0003004455,0.0682657,0.04784098,0.008047454,0.02485752,0.006664389,0.0001078742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888086,0.0002524522,0.003835275,0.0003583377,0.000003621177,0.00003759204,0.0000645362,0.000006964461,0.006632585],"genre_scores_gemma":[0.9995561,0.00004292776,0.0002536839,0.00001599387,0.000001960648,0.000005013078,0.00001517069,0.000001262869,0.0001079969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006221036,"threshold_uncertainty_score":0.02637529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414120832","doi":"10.1108/imds-07-2024-0705","title":"Effects of streamer, context and product on consumers’ purchase and continuous watching intentions in livestreaming commerce","year":2025,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; Dalhousie University","funders":"","keywords":"Attractiveness; Competence (human resources); Feeling; Product (mathematics); Autonomy; Affect (linguistics); Consumer behaviour","authors":[{"name":"Qi Deng","is_ca":true},{"name":"Jing Chen","is_ca":true},{"name":"Kyung Young Lee","is_ca":true},{"name":"Hamed Aghakhani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1382866995511526,"gpt":0.371083397625307,"spread":0.2327966980741544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008408136,0.000140701,0.0001672343,0.0003283569,0.0003369687,0.001219559,0.0001318208,0.0003392979,0.003198321],"category_scores_gemma":[0.004291793,0.0001107693,0.0003491809,0.0002259636,0.0004189159,0.0006317087,0.0004731563,0.0004982026,0.000158768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002737822,"about_ca_system_score_gemma":0.0002048787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002069237,"about_ca_topic_score_gemma":0.003722697,"domain_scores_codex":[0.9996058,0.0001725725,0.00003196163,0.00005806654,0.00008671664,0.00004484737],"domain_scores_gemma":[0.9952267,0.002672752,0.00104632,0.0001718945,0.0002831637,0.000599117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006995384,0.001064021,0.9804167,0.0000548941,0.00009195293,0.0001810396,0.003520208,0.0001532097,0.002186147,0.0002695645,0.0001087799,0.011254],"study_design_scores_gemma":[0.000007397563,0.0003884289,0.9945256,0.000012103,0.00003437269,0.00006138902,0.003391983,0.0008147042,0.0003450344,0.0001246045,0.0002841245,0.00001015228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993043,0.00001854014,0.00005251689,0.00001164509,9.755781e-7,0.000005944372,0.000008495185,0.000001358181,0.0005962132],"genre_scores_gemma":[0.9994729,0.00002022846,0.0001671934,0.00001292572,0.000001472145,0.000006475492,0.00002522036,0.000001206529,0.0002923684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003198321,"threshold_uncertainty_score":0.01069945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}