{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":65,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":65,"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":"f4ff417aec0e","filters":{"venue":"Business Process Management Journal"}},"results":[{"id":"W2046511103","doi":"10.1108/14637150710752272","title":"ERP implementation: a compilation and analysis of critical success factors","year":2007,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":645,"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":"Critical success factor; Originality; Implementation; Computer science; Stakeholder; Process management; Key (lock); Knowledge management; Coding (social sciences); Qualitative research; Business; Political science; Sociology; Software engineering","authors":[{"name":"Sherry Finney","is_ca":true},{"name":"Martin Corbett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03264892256057298,"gpt":0.3611179646047592,"spread":0.3284690420441862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02288786,0.001472886,0.001779218,0.07429341,0.001670246,0.005540075,0.0009371767,0.000662568,0.003671656],"category_scores_gemma":[0.07259995,0.000728548,0.00210195,0.03933648,0.001337857,0.005269918,0.002404211,0.001263588,0.0006274577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005606569,"about_ca_system_score_gemma":0.01650735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989367,"about_ca_topic_score_gemma":0.005478357,"domain_scores_codex":[0.9854659,0.003491027,0.004079949,0.0007498247,0.005798325,0.0004150105],"domain_scores_gemma":[0.8545882,0.09100598,0.0106629,0.002955488,0.039621,0.001166506],"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":[0.0003481811,0.0002159476,0.03009549,0.04286708,0.0006029953,0.001049005,0.02209612,0.001079415,0.004576492,0.008177849,0.01574824,0.8731433],"study_design_scores_gemma":[0.0001892541,0.002131561,0.3511063,0.1170983,0.004488396,0.005004881,0.1181361,0.005479164,0.01443814,0.01741827,0.3637908,0.0007188327],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6098148,0.1338106,0.1168372,0.01081565,0.001621048,0.02208606,0.03496768,0.001556873,0.06849002],"genre_scores_gemma":[0.5633282,0.06708583,0.3371895,0.0009351083,0.0004358352,0.01398471,0.01172575,0.0003849293,0.004930136],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.07429341,"threshold_uncertainty_score":0.121044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051509357","doi":"10.1108/14637150810888073","title":"Impacts of business vision, top management support, and external expertise on ERP success","year":2008,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":178,"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; Originality; Knowledge management; Implementation; Context (archaeology); Quality (philosophy); Structural equation modeling; Process management; Business; Conceptual model; Resource (disambiguation); Information system; Computer science; Psychology; Database; Engineering","authors":[{"name":"Princely Ifinedo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229475432743657,"gpt":0.2916179835534157,"spread":0.2693232292259792,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004658454,0.0002705398,0.0002715396,0.001425845,0.0009039828,0.002797928,0.0002839302,0.0005149092,0.005783023],"category_scores_gemma":[0.02075158,0.0001808395,0.000287355,0.0007514102,0.001289929,0.001093754,0.002103972,0.000826842,0.0002057218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001597629,"about_ca_system_score_gemma":0.003049609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003364583,"about_ca_topic_score_gemma":0.004673251,"domain_scores_codex":[0.9939322,0.002997594,0.0002320537,0.0003575078,0.001346379,0.001134305],"domain_scores_gemma":[0.9491846,0.02950466,0.009070321,0.0008873435,0.003074227,0.008278863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006005153,0.001332008,0.9063029,0.0002307176,0.0002251458,0.000825501,0.002069137,0.002843096,0.002410397,0.003586143,0.0005101306,0.0790643],"study_design_scores_gemma":[0.00003804537,0.0008281824,0.9865963,0.00006443285,0.00009732317,0.0003161211,0.006216138,0.002940679,0.0008458253,0.001202506,0.0008279454,0.00002645787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942737,0.00009185149,0.0003065544,0.0001265962,0.000004224746,0.00001500499,0.00001242665,0.000005211703,0.005164275],"genre_scores_gemma":[0.9996758,0.00002748444,0.0001769903,0.0000164531,0.00000254349,0.000004445335,0.000008011774,9.10504e-7,0.00008745008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005783023,"threshold_uncertainty_score":0.02463657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987581148","doi":"10.1108/14637150910960620","title":"ERP implementation through critical success factors' management","year":2009,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":172,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Implementation; Computer science; Scope (computer science); GRASP; Critical success factor; Delphi method; Enterprise resource planning; Process management; Knowledge management; Originality; Work (physics); Management science; Business; Software engineering; Qualitative research; Engineering","authors":[{"name":"Olivier Françoise","is_ca":true},{"name":"Mario Bourgault","is_ca":true},{"name":"Pellerin Robert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03725075062886266,"gpt":0.3598494644102255,"spread":0.3225987137813628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01735753,0.001702466,0.0006327074,0.01016704,0.003859675,0.015831,0.00138264,0.001027749,0.006444227],"category_scores_gemma":[0.03925031,0.0006353002,0.0008173535,0.005631736,0.005373256,0.007354629,0.004954234,0.001977629,0.0008291794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01176699,"about_ca_system_score_gemma":0.01877092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837968,"about_ca_topic_score_gemma":0.004335386,"domain_scores_codex":[0.9815872,0.008250124,0.001161019,0.001502837,0.005930749,0.001568088],"domain_scores_gemma":[0.9615974,0.01887736,0.004987281,0.001138887,0.01125865,0.002140351],"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":[0.0002688371,0.0004873983,0.04198087,0.002826967,0.0001882066,0.0009399696,0.05417555,0.003703748,0.00366134,0.2224874,0.01090679,0.6583729],"study_design_scores_gemma":[0.0002172543,0.002365395,0.1114723,0.01065025,0.0006054796,0.001959871,0.2788907,0.02735911,0.01752394,0.23698,0.3113328,0.0006428955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4654003,0.005846639,0.2243405,0.01671855,0.0006493336,0.004749358,0.0004557027,0.001124473,0.280715],"genre_scores_gemma":[0.9077033,0.001468353,0.08351908,0.0003090345,0.00006677071,0.0009525147,0.0001475842,0.00009787056,0.005735457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735753,"threshold_uncertainty_score":0.09179646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071582783","doi":"10.1108/14637150510630837","title":"On the notion of soft‐goals in business process modeling","year":2005,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":125,"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":"Computer science; Business process; Process management; Process (computing); Business process modeling; Tying; Artifact-centric business process model; Process modeling; Ontology; Business process management; Business Process Model and Notation; Originality; Soft systems methodology; Set (abstract data type); Management science; Knowledge management; Information system; Work in process; Management information systems; Operations management; Engineering","authors":[{"name":"Pnina Soffer","is_ca":false},{"name":"Yair Wand","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02317950706400566,"gpt":0.2476509657046532,"spread":0.2244714586406475,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126842,0.001187468,0.000813432,0.005030117,0.00198948,0.007062729,0.00167733,0.002362269,0.001847377],"category_scores_gemma":[0.01562769,0.0007349338,0.002072981,0.004345824,0.01467005,0.01461008,0.00466604,0.00500663,0.0005400577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003568756,"about_ca_system_score_gemma":0.005311774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131574,"about_ca_topic_score_gemma":0.003764657,"domain_scores_codex":[0.9898369,0.005823611,0.0007784332,0.0008534968,0.002198076,0.0005095751],"domain_scores_gemma":[0.9890191,0.006715301,0.001162188,0.001275541,0.001346329,0.0004816185],"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":[0.000008277183,0.00001398738,0.0001693218,0.00007762539,0.000007097617,0.00003583901,0.001349999,0.003449023,0.0001571085,0.9853452,0.0002609591,0.009125566],"study_design_scores_gemma":[0.000009968491,0.00004046154,0.000236182,0.0002776891,0.00001879452,0.00009129541,0.0007665763,0.0204721,0.000467237,0.9593736,0.01821605,0.00003013556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006786588,0.0007593459,0.9741186,0.002531974,0.00007467999,0.0001676685,0.00008892775,0.0001497733,0.0153223],"genre_scores_gemma":[0.2789432,0.001557373,0.7139258,0.000841164,0.0001038576,0.000934027,0.0002130521,0.0001437936,0.003337729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0126842,"threshold_uncertainty_score":0.06708127,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2057355892","doi":"10.1108/14637150910931505","title":"Information flows and business process integration","year":2009,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":116,"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":"Documentation; Computer science; Business process; Knowledge management; Process management; Process (computing); Business process management; Information integration; Business process modeling; Information system; Management science; Work in process; Business; Engineering; Data mining; Marketing","authors":[{"name":"Nicholas Berente","is_ca":false},{"name":"Betty Vandenbosch","is_ca":false},{"name":"Benoit A. Aubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01023506188450835,"gpt":0.2298107282674718,"spread":0.2195756663829634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01853563,0.0008730003,0.0005052487,0.009938272,0.003369553,0.01191037,0.001179536,0.001658684,0.00469705],"category_scores_gemma":[0.03321033,0.0005773754,0.0009169683,0.01055756,0.009406709,0.01508494,0.005358958,0.002676332,0.0007844035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005390222,"about_ca_system_score_gemma":0.009376308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177465,"about_ca_topic_score_gemma":0.001580598,"domain_scores_codex":[0.9797186,0.01248069,0.001613677,0.001018469,0.00432985,0.0008387471],"domain_scores_gemma":[0.9410663,0.04232068,0.007603607,0.003476069,0.004587672,0.0009457207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006252651,0.00009469761,0.006008997,0.0009502869,0.00004401434,0.0002578084,0.01169653,0.003047979,0.0005580013,0.8021829,0.002299615,0.1727967],"study_design_scores_gemma":[0.00003780873,0.0001124798,0.005343729,0.002645324,0.00009537184,0.0005429796,0.008876381,0.006953974,0.001627862,0.8463044,0.1273873,0.00007240473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1108716,0.02350853,0.5790446,0.03452824,0.00103521,0.001382753,0.0004153457,0.001043301,0.2481704],"genre_scores_gemma":[0.8038207,0.01340534,0.1696363,0.002067391,0.0006115926,0.0007600973,0.0004021756,0.0002164949,0.009079821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01853563,"threshold_uncertainty_score":0.09802693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030352818","doi":"10.1108/14637150410567839","title":"Systems thinking for the integration of management systems","year":2004,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":107,"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":"Computer science; Function (biology); Set (abstract data type); Systems engineering; System integration; Process management; Selection (genetic algorithm); Management science; Software engineering; Engineering; Database; Artificial intelligence","authors":[{"name":"Jan Jonker","is_ca":false},{"name":"Stanislav Karapetrović","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0358095287242278,"gpt":0.2688281836197917,"spread":0.2330186548955639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00867736,0.001303563,0.0009617287,0.003718545,0.002726386,0.008688782,0.001586101,0.003794061,0.007494752],"category_scores_gemma":[0.005969922,0.0005822823,0.001743846,0.002296451,0.01855153,0.01211612,0.004461047,0.006801782,0.001080662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007108231,"about_ca_system_score_gemma":0.005116843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065964,"about_ca_topic_score_gemma":0.002037985,"domain_scores_codex":[0.9917299,0.004782513,0.0005266155,0.0008451944,0.001687912,0.0004279825],"domain_scores_gemma":[0.9954957,0.002764709,0.000330276,0.0005366151,0.0006254746,0.0002472198],"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":[0.000001577158,0.000003460701,0.00002689857,0.00003385856,0.000007187944,0.00001687622,0.0003272435,0.0006152373,0.00002866458,0.9965973,0.0004554959,0.001886221],"study_design_scores_gemma":[0.000005841935,0.0000131321,0.00003857553,0.00006993431,0.000006343296,0.00002970125,0.0002130844,0.001752783,0.00006725228,0.9674407,0.03035599,0.000006503515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005910015,0.02164254,0.7082333,0.03828576,0.001836025,0.0002390123,0.0001013909,0.0004405926,0.2233114],"genre_scores_gemma":[0.4691119,0.02217215,0.4629328,0.008942581,0.003023287,0.001340184,0.0002491561,0.0003231173,0.03190487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008688782,"threshold_uncertainty_score":0.05157405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073099499","doi":"10.1108/14637151011049449","title":"Uptake and success factors of Six Sigma in the financial services industry","year":2010,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Six Sigma; Business; Quarter (Canadian coin); Originality; Marketing; Financial services; Empirical research; Critical success factor; Tertiary sector of the economy; Exploit; Operations management; Design for Six Sigma; Finance; Computer science; Economics; Statistics","authors":[{"name":"Diana Heckl","is_ca":false},{"name":"Jürgen Moormann","is_ca":false},{"name":"Michael Rosemann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528477883913137,"gpt":0.2463350195990803,"spread":0.2310502407599489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01600566,0.0004186218,0.0005144218,0.00314461,0.00112671,0.003921598,0.000703135,0.001099791,0.002735907],"category_scores_gemma":[0.0766213,0.0003370018,0.0008711896,0.00277766,0.00135605,0.002200004,0.001982737,0.001617396,0.0004529691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002960026,"about_ca_system_score_gemma":0.006201127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009012321,"about_ca_topic_score_gemma":0.007088547,"domain_scores_codex":[0.9850438,0.003946547,0.001205525,0.0004831676,0.007625472,0.001695556],"domain_scores_gemma":[0.8574521,0.08190513,0.02081239,0.002654516,0.02794183,0.009234055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001735473,0.0007844113,0.9365176,0.0002551761,0.00007769024,0.0001870754,0.006388383,0.0008191185,0.0007861964,0.0009321197,0.0002060681,0.05287257],"study_design_scores_gemma":[0.00001722946,0.001265343,0.9686377,0.0003352282,0.00004945995,0.0002250202,0.02225988,0.004109564,0.001058936,0.0006040767,0.001384943,0.0000526844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963436,0.0001584279,0.0005749535,0.0002998316,0.000005469769,0.00008333299,0.00001715865,0.00001305862,0.002504272],"genre_scores_gemma":[0.9990945,0.00009147367,0.0004849971,0.00002439827,0.000004938266,0.00002304679,0.00002828476,0.000003864558,0.0002444985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01600566,"threshold_uncertainty_score":0.08464706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040492074","doi":"10.1108/14637150810888064","title":"Adoption and risk of ERP systems in manufacturing SMEs: a positivist case study","year":2008,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":94,"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 Trois-Rivières","funders":"","keywords":"Enterprise resource planning; Context (archaeology); Process management; Knowledge management; Process (computing); Business process; Originality; Business; Computer science; Operations management; Marketing; Qualitative research; Economics; Work in process","authors":[{"name":"Placide Poba‐Nzaou","is_ca":true},{"name":"Louis Raymond","is_ca":true},{"name":"Bruno Fabi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02865325371808035,"gpt":0.2769414792977941,"spread":0.2482882255797138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01039198,0.0003556179,0.0004094759,0.001336044,0.004874846,0.003071321,0.001150953,0.002472123,0.001441591],"category_scores_gemma":[0.01406373,0.000457873,0.0005861474,0.0009093909,0.003520721,0.002077776,0.002607625,0.00181974,0.0002164454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003869571,"about_ca_system_score_gemma":0.002887713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003443248,"about_ca_topic_score_gemma":0.006319037,"domain_scores_codex":[0.9914418,0.006372576,0.0002883055,0.0003314201,0.001023832,0.0005420322],"domain_scores_gemma":[0.9750269,0.02000047,0.002191327,0.00110146,0.001002342,0.0006774339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009461294,0.00931219,0.2351443,0.001194875,0.0001662535,0.0532015,0.5427595,0.01078711,0.008179666,0.04632385,0.002110342,0.08987424],"study_design_scores_gemma":[0.0003216585,0.006780618,0.08816167,0.001150303,0.0002119819,0.01446066,0.8133554,0.03354711,0.00942817,0.01290102,0.0194268,0.0002546368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938639,0.0001654451,0.002451345,0.0008370637,0.000007175438,0.0001955214,0.0000175195,0.000006518442,0.002455427],"genre_scores_gemma":[0.9969628,0.0002856031,0.002007795,0.0001607619,0.00000509626,0.0001345368,0.000008563735,0.000002054019,0.000432738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01039198,"threshold_uncertainty_score":0.0549587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883864246","doi":"10.1108/bpmj-05-2017-0107","title":"Fostering knowledge sharing and knowledge utilization","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"MacEwan University","funders":"","keywords":"Knowledge sharing; Knowledge management; Continuance; Knowledge value chain; Value (mathematics); Perspective (graphical); Knowledge worker; Personal knowledge management; Organizational commitment; Business; Organizational learning; Psychology; Computer science; Social psychology","authors":[{"name":"Mohammed Laid Ouakouak","is_ca":false},{"name":"Noufou Ouédraogo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1226894367461153,"gpt":0.3869881833719364,"spread":0.2642987466258211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007181154,0.0002446994,0.0002949262,0.001550583,0.00256623,0.004719478,0.0007867189,0.000803943,0.002755714],"category_scores_gemma":[0.03450584,0.0002384041,0.00039991,0.00103824,0.003454323,0.002287442,0.005611425,0.001038538,0.0001785501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148185,"about_ca_system_score_gemma":0.006251195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004696948,"about_ca_topic_score_gemma":0.004774943,"domain_scores_codex":[0.9912537,0.004778259,0.0004110658,0.0005350572,0.001880584,0.001141258],"domain_scores_gemma":[0.9440825,0.03215695,0.01054267,0.004904972,0.00323404,0.005078922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005071414,0.002172907,0.5138019,0.001059929,0.0004990413,0.001546244,0.1266615,0.001824624,0.01457726,0.03670149,0.001360731,0.2992873],"study_design_scores_gemma":[0.0001632631,0.001480857,0.7331611,0.001264149,0.0005986063,0.002216254,0.1415554,0.007318571,0.01339318,0.06317759,0.03549779,0.0001732557],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743293,0.0003896357,0.003114704,0.0008232153,0.00001093475,0.00003805832,0.00001101843,0.00002714759,0.02125597],"genre_scores_gemma":[0.9988697,0.00006956283,0.0006534022,0.00003318298,0.000004397952,0.00000802995,0.000005219003,0.000002816432,0.0003536245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007181154,"threshold_uncertainty_score":0.03797799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048372881","doi":"10.1108/14637151011093035","title":"Redesigning the replenishment process of medical supplies in hospitals with RFID","year":2010,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"RFID technology advancements","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Radio-frequency identification; Implementation; Supply chain; Process management; Computer science; Return on investment; Operations management; Process (computing); Supply chain management; Key (lock); Reliability (semiconductor); Value stream mapping; Business process; Business; Work in process; Computer security; Marketing; Engineering; Lean manufacturing","authors":[{"name":"Ygal Bendavid","is_ca":true},{"name":"Harold Boeck","is_ca":true},{"name":"Richard Philippe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003568970916555396,"gpt":0.2357201589208085,"spread":0.2321511880042531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00752112,0.000622015,0.0003369131,0.001047327,0.001965813,0.003301953,0.002268068,0.001729028,0.001908388],"category_scores_gemma":[0.01599493,0.0006055869,0.0005999592,0.001191163,0.001975836,0.00265594,0.001963894,0.001095182,0.0005530493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002842853,"about_ca_system_score_gemma":0.003769113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412735,"about_ca_topic_score_gemma":0.005293849,"domain_scores_codex":[0.9875601,0.008394023,0.0007527673,0.0005749204,0.001869166,0.0008490454],"domain_scores_gemma":[0.9842401,0.009105722,0.002489721,0.002038386,0.001622983,0.0005030283],"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":[0.001297401,0.004692718,0.1011225,0.003680725,0.0002068718,0.01583368,0.06417592,0.09098974,0.05819296,0.0159626,0.002607932,0.641237],"study_design_scores_gemma":[0.0006897889,0.01646981,0.1066832,0.003199022,0.0005285752,0.02250173,0.2854909,0.2148425,0.1467569,0.01427037,0.1877213,0.0008459594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325489,0.0003790375,0.0550318,0.0009297139,0.00004816,0.00101638,0.00004623289,0.0003190763,0.009680697],"genre_scores_gemma":[0.9310804,0.0002986249,0.06592867,0.0001515651,0.00001962807,0.0001600296,0.00004992928,0.00003511573,0.002276001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00752112,"threshold_uncertainty_score":0.03977597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1538248397","doi":"10.1108/14637151311294859","title":"Pursuing quality and environmental performance","year":2013,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Business; Quality (philosophy); Small and medium-sized enterprises; Focus (optics); Knowledge management; Process management; Marketing; Computer science","authors":[{"name":"Marie‐Josée Roy","is_ca":true},{"name":"Olivier Boiral","is_ca":true},{"name":"Pascal Paillé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01217792879292329,"gpt":0.2221938421590748,"spread":0.2100159133661516,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001821927,0.0001687411,0.0001641081,0.000935655,0.001110308,0.002871073,0.0002662057,0.0003510679,0.003917058],"category_scores_gemma":[0.00436652,0.00007103261,0.0003132692,0.001216152,0.001328989,0.0006517395,0.002087842,0.0005446105,0.0003134939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211611,"about_ca_system_score_gemma":0.00183852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006054046,"about_ca_topic_score_gemma":0.0101032,"domain_scores_codex":[0.9978105,0.0006258496,0.0001144987,0.0001473517,0.0009455032,0.0003562019],"domain_scores_gemma":[0.9892197,0.002190853,0.004153135,0.0004401177,0.001811542,0.002184553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006496916,0.0003159544,0.9537099,0.0001435576,0.0001065542,0.0001302107,0.003342652,0.0005908749,0.001441057,0.003440202,0.0006003825,0.03611369],"study_design_scores_gemma":[0.000002890259,0.0001484527,0.9869334,0.00005241393,0.00001945616,0.0000981917,0.00707074,0.0003154041,0.0005547443,0.0008770088,0.003910848,0.00001646797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783751,0.0001731079,0.0003987156,0.0003843725,0.000007200087,0.00001549988,0.00004214187,0.00000583901,0.02059787],"genre_scores_gemma":[0.9992918,0.00005905021,0.0001614322,0.00002300645,0.000002773904,0.000002297241,0.00002239481,0.000001189556,0.0004361443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006054046,"threshold_uncertainty_score":0.0131039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1499809638","doi":"10.1108/14637150110392647","title":"Organizational memory and the completeness of process modeling in ERP systems","year":2001,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Enterprise resource planning; Process (computing); Scope (computer science); Variety (cybernetics); Knowledge management; Organizational memory; Process management; Process modeling; Business process; Data science; Organizational learning; Work in process; Business; Artificial intelligence; Marketing","authors":[{"name":"Eveline van Stijn","is_ca":false},{"name":"Anthony Wensley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03754785373598512,"gpt":0.2689916571412809,"spread":0.2314438034052958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03642197,0.0006691754,0.00122816,0.003039187,0.002598645,0.009345299,0.001990864,0.001724378,0.002682218],"category_scores_gemma":[0.1720597,0.001462805,0.001446426,0.002414779,0.007234948,0.02901445,0.005812898,0.002930089,0.000471831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002563765,"about_ca_system_score_gemma":0.004290083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046977,"about_ca_topic_score_gemma":0.00395265,"domain_scores_codex":[0.9819247,0.01025546,0.002564252,0.001897488,0.002648781,0.0007093609],"domain_scores_gemma":[0.7996395,0.1260944,0.01658281,0.04320855,0.01279044,0.001684333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008643088,0.0003690525,0.06402745,0.001135215,0.0004908664,0.0005884313,0.02670888,0.1437831,0.001845277,0.5326618,0.001686243,0.2258394],"study_design_scores_gemma":[0.000106676,0.0005170016,0.01463122,0.0005567235,0.0002835846,0.00055474,0.007062312,0.1903879,0.004646873,0.7687791,0.01235242,0.0001214555],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3408621,0.002287883,0.6338921,0.00442193,0.00006201464,0.000250745,0.0002855972,0.000635911,0.01730172],"genre_scores_gemma":[0.9175861,0.0006580423,0.07953509,0.0001691106,0.00006407847,0.0001565568,0.0003902979,0.00013977,0.001300911],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03642197,"threshold_uncertainty_score":0.1926201,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038212829","doi":"10.1108/14637150110392737","title":"Modeling top management influence on ES implementation","year":2001,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Perspective (graphical); Knowledge management; Process management; Top-down and bottom-up design; Conceptual model; Business; Software engineering","authors":[{"name":"Linying Dong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02968993054889263,"gpt":0.3206215705867885,"spread":0.2909316400378959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004552938,0.000472258,0.0003585862,0.001376262,0.0008562376,0.003173744,0.000650641,0.001159287,0.006294896],"category_scores_gemma":[0.01936363,0.0004001931,0.000576827,0.001460002,0.001058364,0.002060334,0.001528885,0.0009029825,0.0005912191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002806863,"about_ca_system_score_gemma":0.003511839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749635,"about_ca_topic_score_gemma":0.01893043,"domain_scores_codex":[0.9967889,0.001808309,0.00008441905,0.000243158,0.0004497227,0.0006255932],"domain_scores_gemma":[0.9743411,0.01981211,0.002314859,0.0009104021,0.001643385,0.0009780797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009001344,0.00184114,0.4192805,0.0005321399,0.0005520516,0.001415582,0.007776309,0.2609536,0.005445757,0.189347,0.003911553,0.1080443],"study_design_scores_gemma":[0.0002648312,0.001041602,0.1488821,0.000270331,0.0008415541,0.0001909544,0.009288955,0.7427629,0.004101393,0.07879294,0.01343039,0.0001321432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9270725,0.0002709694,0.01608711,0.001307628,0.00003871311,0.00009041133,0.0001178342,0.00005410134,0.05496075],"genre_scores_gemma":[0.9971264,0.0001299023,0.001678435,0.00003587273,0.00001242029,0.00002756505,0.00002464156,0.000006679692,0.000958096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749635,"threshold_uncertainty_score":0.03478903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2812081277","doi":"10.1108/bpmj-06-2017-0168","title":"Key factors that improve knowledge-intensive business processes which lead to competitive advantage","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":60,"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":"Originality; Process (computing); Knowledge management; Competitive advantage; Test (biology); Key (lock); Value (mathematics); Business; Business process; Creative problem-solving; Computer science; Process management; Marketing; Creativity; Work in process; Psychology","authors":[{"name":"Selena Aureli","is_ca":false},{"name":"Daniele Giampaoli","is_ca":false},{"name":"Massimo Ciambotti","is_ca":false},{"name":"Nick Bontis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02144698779150264,"gpt":0.2611417739592679,"spread":0.2396947861677653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002148123,0.0005473465,0.0002781248,0.001619263,0.001099372,0.004690792,0.0004106187,0.0009368696,0.009931512],"category_scores_gemma":[0.01286208,0.0001944303,0.0005448564,0.001754866,0.001314845,0.001994768,0.001420719,0.0006454481,0.0008300529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608299,"about_ca_system_score_gemma":0.004389118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228659,"about_ca_topic_score_gemma":0.002302204,"domain_scores_codex":[0.9979687,0.0006442438,0.0001504683,0.0002422342,0.0005510452,0.0004432492],"domain_scores_gemma":[0.9886512,0.005341753,0.003402383,0.0005080008,0.0008034231,0.001293254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007781094,0.003716486,0.5588138,0.003211743,0.0004683769,0.001095689,0.007576763,0.004467262,0.01666094,0.02689329,0.003331322,0.3729862],"study_design_scores_gemma":[0.00007445119,0.0005790741,0.965085,0.0003989628,0.0002255144,0.0002704728,0.006454804,0.001645942,0.004820252,0.01229481,0.008098601,0.00005208914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9512092,0.0008280732,0.00348719,0.001128252,0.00002254055,0.0002643702,0.0001368381,0.000101126,0.04282228],"genre_scores_gemma":[0.9970138,0.0001940407,0.002026002,0.00005669771,0.00001190875,0.00003197167,0.00004630384,0.000008563063,0.0006107006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009931512,"threshold_uncertainty_score":0.03322417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1526787107","doi":"10.1108/14637150610710927","title":"An integrated approach for risk‐based life cycle assessment and multi‐criteria decision‐making","year":2006,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Process Optimization and Integration","field":"Engineering","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland; National Research Council Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Life-cycle assessment; Risk analysis (engineering); Process (computing); Environmental impact assessment; Computer science; Product (mathematics); Decision support system; Multiple-criteria decision analysis; Engineering; Operations research; Production (economics); Business","authors":[{"name":"Rehan Sadiq","is_ca":true},{"name":"Faisal Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01419803769841013,"gpt":0.2990308270537317,"spread":0.2848327893553216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01131945,0.002970381,0.002193759,0.00456294,0.001394788,0.005455869,0.003327987,0.002419569,0.005942957],"category_scores_gemma":[0.01040665,0.001278154,0.003933968,0.003092093,0.002116279,0.0032535,0.00428616,0.003277008,0.001048458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00445708,"about_ca_system_score_gemma":0.006778684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003540244,"about_ca_topic_score_gemma":0.004222868,"domain_scores_codex":[0.9887336,0.006099529,0.0005534533,0.0007505468,0.003544779,0.0003179182],"domain_scores_gemma":[0.9946095,0.003138745,0.0004125585,0.0005454437,0.001093302,0.000200359],"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":[0.00004498269,0.0002192217,0.0006601174,0.0006232623,0.0004048377,0.0002142824,0.0004598989,0.6196055,0.001660015,0.2377649,0.002133329,0.1362097],"study_design_scores_gemma":[0.00004729201,0.0001555975,0.0002545585,0.0004062488,0.000134988,0.0001237527,0.000203874,0.6950848,0.0011897,0.2811115,0.02121154,0.0000761451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0006964093,0.0002115961,0.9952574,0.0002774143,0.00002201169,0.0001605696,0.00004333683,0.0001046066,0.003226587],"genre_scores_gemma":[0.03872376,0.0003832462,0.9586746,0.0001134413,0.00003798028,0.0008103166,0.0001236676,0.00006091666,0.001071993],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01131945,"threshold_uncertainty_score":0.05986363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027117844","doi":"10.1108/14637150810864934","title":"Exploring the impact of top management support of enterprise systems implementations outcomes","year":2008,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Originality; Implementation; Trainer; Context (archaeology); Knowledge management; Process (computing); Perspective (graphical); Computer science; Process management; Business; Qualitative research; Sociology","authors":[{"name":"Linying Dong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1050998099669296,"gpt":0.3380265588703898,"spread":0.2329267489034603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02490271,0.0002922219,0.0003915911,0.003448438,0.00133683,0.006632613,0.0009436175,0.0006383662,0.003624212],"category_scores_gemma":[0.09169371,0.00019308,0.0007757058,0.003958956,0.001741773,0.003208366,0.002492887,0.001052097,0.0001435994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005985267,"about_ca_system_score_gemma":0.01776676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033382,"about_ca_topic_score_gemma":0.03931576,"domain_scores_codex":[0.975638,0.01471373,0.001697196,0.0005798842,0.00587687,0.001494189],"domain_scores_gemma":[0.8424318,0.1231133,0.0179589,0.001997303,0.01184448,0.002654157],"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":[0.0006886304,0.0006770251,0.2174686,0.02757174,0.001706798,0.0007263384,0.05975441,0.001538292,0.002094843,0.01833005,0.002676282,0.666767],"study_design_scores_gemma":[0.000116945,0.001486382,0.7498815,0.03132361,0.003020377,0.0003421642,0.1572634,0.002212084,0.004986301,0.008385104,0.04085575,0.0001263741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209848,0.03227929,0.002161641,0.009214942,0.0002191058,0.0002734052,0.0002841454,0.00005123476,0.03453135],"genre_scores_gemma":[0.9959896,0.002871945,0.0006198919,0.0002252673,0.0000214644,0.00004036915,0.00002492827,0.000003837686,0.0002027134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02490271,"threshold_uncertainty_score":0.1316997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980392778","doi":"10.1108/bpmj-01-2019-0001","title":"Convergence and digital fusion lead to competitive differentiation","year":2019,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Agile software development; Computer science; Competitive advantage; Value proposition; Business model; Process management; Knowledge management; Business; Marketing","authors":[{"name":"Ashish Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009487433991287977,"gpt":0.2189116581287869,"spread":0.2094242241374989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007055211,0.0005876289,0.0004779245,0.004321954,0.006181642,0.01708929,0.0009141118,0.002179662,0.007354294],"category_scores_gemma":[0.0124382,0.0003850291,0.0008072593,0.003945461,0.02353369,0.01701899,0.01976473,0.002613337,0.0009690566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005137607,"about_ca_system_score_gemma":0.005563376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001732518,"about_ca_topic_score_gemma":0.00163423,"domain_scores_codex":[0.9909981,0.00452197,0.0003499438,0.0006913937,0.002365791,0.001072776],"domain_scores_gemma":[0.9885196,0.006316179,0.001349896,0.001270511,0.001629699,0.0009141434],"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":[0.00009719675,0.0000946315,0.005819971,0.0003727922,0.00003071122,0.002044981,0.06786783,0.0009869729,0.001706495,0.8641776,0.00208739,0.05471322],"study_design_scores_gemma":[0.00006127189,0.0002474713,0.007969987,0.001039026,0.00007481703,0.002155078,0.1912301,0.002639513,0.003816356,0.6242125,0.166462,0.00009180414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3275349,0.002864509,0.04243872,0.01132945,0.000264762,0.0003868711,0.00007767956,0.0001426695,0.6149604],"genre_scores_gemma":[0.985534,0.0008667136,0.007290454,0.0005479575,0.00004137072,0.0001152333,0.00002593401,0.00002470378,0.005553782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01708929,"threshold_uncertainty_score":0.03731197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142131888","doi":"10.1108/14637151011065982","title":"Delineating the ERP institutionalization process: go‐live to effectiveness","year":2010,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; University of Windsor","funders":"","keywords":"Institutionalisation; Process management; Knowledge management; Enterprise resource planning; Process (computing); Adaptation (eye); Business; Computer science; Psychology","authors":[{"name":"Bharat Maheshwari","is_ca":true},{"name":"Vinod Kumar","is_ca":true},{"name":"Uma Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0191731878673875,"gpt":0.3052935690087316,"spread":0.2861203811413441,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04385364,0.0006871609,0.000707953,0.005186337,0.004986735,0.01413052,0.00119438,0.002020329,0.003720752],"category_scores_gemma":[0.08684549,0.0005559394,0.0006868813,0.003871643,0.01217585,0.01926481,0.008322242,0.00264664,0.0004572445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008680531,"about_ca_system_score_gemma":0.01181368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002875467,"about_ca_topic_score_gemma":0.003047067,"domain_scores_codex":[0.9613459,0.02710012,0.001909636,0.001691497,0.004822921,0.003129975],"domain_scores_gemma":[0.9073976,0.06039418,0.01197185,0.006088889,0.01009977,0.00404775],"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":[0.0006905887,0.001293661,0.1794154,0.002026446,0.0001767613,0.0006222325,0.05241738,0.005842112,0.003372626,0.2904845,0.001592194,0.4620662],"study_design_scores_gemma":[0.0002124817,0.002076287,0.2495103,0.002957681,0.000302369,0.001123883,0.3919457,0.0416548,0.02055325,0.2486959,0.04071433,0.0002529965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529742,0.003596499,0.1212405,0.01797779,0.0001243534,0.002166025,0.0001318552,0.0003592123,0.1014297],"genre_scores_gemma":[0.9860268,0.000323331,0.01272612,0.0001989072,0.00001525624,0.000202445,0.00002910758,0.0000222718,0.0004557445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04385364,"threshold_uncertainty_score":0.231923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114472459","doi":"10.1108/bpmj-05-2020-0216","title":"A business process and portfolio management approach for Industry 4.0 transformation","year":2020,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":47,"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; Polytechnique Montréal","funders":"","keywords":"Process management; Project portfolio management; Portfolio; Digital transformation; Computer science; Knowledge management; Strategic management; Consolidation (business); Originality; Business; Project management; Engineering management; Systems engineering; Marketing; Engineering; Qualitative research","authors":[{"name":"Sophie Richard","is_ca":true},{"name":"Robert Pellerin","is_ca":true},{"name":"Jocelyn Bellemare","is_ca":true},{"name":"Nathalie Perrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02117298092339014,"gpt":0.2353739884393443,"spread":0.2142010075159542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008768567,0.0009448662,0.00054132,0.00360505,0.00167699,0.007528834,0.001741147,0.001468785,0.00358612],"category_scores_gemma":[0.009940505,0.0005070253,0.001065959,0.003586723,0.001655486,0.005826734,0.004217308,0.002030136,0.0009082755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992349,"about_ca_system_score_gemma":0.006504953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345188,"about_ca_topic_score_gemma":0.002456976,"domain_scores_codex":[0.9913537,0.005099681,0.0005441027,0.0006937101,0.00196617,0.0003426988],"domain_scores_gemma":[0.9952942,0.001961627,0.0007776072,0.0005892899,0.0009041679,0.0004730957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001276436,0.0007104359,0.007999489,0.0004706239,0.00013552,0.0004318593,0.004173859,0.05101705,0.003357301,0.3421331,0.004331838,0.5851112],"study_design_scores_gemma":[0.000131994,0.0007184534,0.004792024,0.0008081961,0.0001881543,0.0008346769,0.006337013,0.454517,0.005638971,0.4059211,0.1199678,0.0001446857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01499976,0.0002937713,0.9592794,0.001470224,0.00005597284,0.0006188211,0.00007056774,0.0005484797,0.02266297],"genre_scores_gemma":[0.1990312,0.0004832328,0.794486,0.0002328446,0.00003416422,0.0008909279,0.0002240712,0.00008160147,0.004536054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008768567,"threshold_uncertainty_score":0.04637319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3015216762","doi":"10.1108/bpmj-08-2019-0323","title":"A hierarchical model for critical success factors in apparel supply chain","year":2020,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":45,"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":"Supply chain; Critical success factor; Supply chain management; General partnership; Business; Context (archaeology); Process management; Competitive advantage; Supply chain risk management; Clothing; Value chain; Position (finance); Marketing; Customer satisfaction; Service management; Knowledge management; Industrial organization; Computer science","authors":[{"name":"Nighat Afroz Chowdhury","is_ca":false},{"name":"Syed Mithun Ali","is_ca":false},{"name":"Sanjoy Kumar Paul","is_ca":false},{"name":"Zuhayer Mahtab","is_ca":false},{"name":"Golam Kabir","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04528681552656674,"gpt":0.2893895076281162,"spread":0.2441026921015495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003530665,0.0009115158,0.0006118713,0.003405484,0.001525615,0.003316526,0.001559041,0.001210102,0.01328667],"category_scores_gemma":[0.009847419,0.0005673073,0.001332858,0.003509425,0.001957778,0.002670252,0.002080088,0.00182824,0.001210388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005493589,"about_ca_system_score_gemma":0.007119029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03968685,"about_ca_topic_score_gemma":0.03383955,"domain_scores_codex":[0.9974681,0.001329074,0.00009810057,0.0003705735,0.000354088,0.0003800962],"domain_scores_gemma":[0.9919624,0.005403234,0.000905628,0.0002512393,0.001033394,0.0004441231],"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":[0.000396984,0.0008839435,0.1755721,0.0005124562,0.0005150006,0.001208556,0.01346299,0.2567601,0.001394096,0.4540661,0.007239842,0.08798786],"study_design_scores_gemma":[0.00009959903,0.0004293851,0.03001667,0.0002323213,0.0002149967,0.0001943271,0.003554393,0.8480242,0.0001820695,0.109306,0.007669246,0.00007679963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5834944,0.0009532362,0.3497933,0.004383227,0.000142416,0.001343315,0.001761934,0.0007379313,0.05739016],"genre_scores_gemma":[0.968611,0.000338298,0.02469906,0.00005800947,0.00003025079,0.0005074347,0.000430109,0.00003302602,0.005292808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03968685,"threshold_uncertainty_score":0.07891172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1590587813","doi":"10.1108/bpmj-06-2014-0060","title":"Bottleneck detection for improvement of Emergency Department efficiency","year":2015,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba","funders":"","keywords":"Overcrowding; Benchmarking; Bottleneck; Emergency department; Benchmark (surveying); Computer science; Operations research; Operations management; Medicine; Engineering; Business; Nursing","authors":[{"name":"Yuancheng Zhao","is_ca":true},{"name":"Qingjin Peng","is_ca":true},{"name":"Trevor Strome","is_ca":true},{"name":"Erin Weldon","is_ca":true},{"name":"Michael Zhang","is_ca":true},{"name":"Alecs Chochinov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08567650070112115,"gpt":0.4227351755466918,"spread":0.3370586748455707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005426313,0.001308084,0.001628612,0.002113953,0.0007018831,0.001562721,0.001541979,0.0008036217,0.002849586],"category_scores_gemma":[0.01358754,0.0005373445,0.001558709,0.001422581,0.0006073218,0.00198859,0.00138639,0.00123336,0.0002503958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981451,"about_ca_system_score_gemma":0.004004626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604237,"about_ca_topic_score_gemma":0.002294433,"domain_scores_codex":[0.9954651,0.002280891,0.0002195984,0.0005950962,0.001122469,0.0003167357],"domain_scores_gemma":[0.9928672,0.003595558,0.00118934,0.0005482393,0.001576476,0.0002231866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0003815823,0.0006241214,0.01026052,0.0007034911,0.0002121937,0.0001013911,0.0001789218,0.8112884,0.01018677,0.02998543,0.002071696,0.1340055],"study_design_scores_gemma":[0.00003145714,0.000206318,0.001862411,0.00005355379,0.0000567815,0.00002657448,0.00005111649,0.9829444,0.004963312,0.008164319,0.001611016,0.0000286726],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02917195,0.0004237361,0.966019,0.0002680017,0.00006900817,0.0001842935,0.0001519141,0.0006440626,0.003067944],"genre_scores_gemma":[0.7082998,0.0004287899,0.2893356,0.0001121498,0.00005056078,0.0004428009,0.0002638595,0.0001056753,0.000960687],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005426313,"threshold_uncertainty_score":0.02869743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1572995649","doi":"10.1108/14637151111122365","title":"Stakeholder perspective on internal marketing communication","year":2011,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":36,"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":"Generalizability theory; Stakeholder; Perspective (graphical); Originality; Knowledge management; Sample (material); Process (computing); Computer science; Process management; Business; Psychology; Public relations; Sociology; Qualitative research; Political science","authors":[{"name":"Sherry Finney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08791173825574246,"gpt":0.3027910811021016,"spread":0.2148793428463592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009174325,0.0004485221,0.0002020907,0.001838044,0.003404191,0.006836826,0.000477804,0.002455047,0.01206095],"category_scores_gemma":[0.01768232,0.0001852416,0.0002683014,0.001162678,0.004373601,0.005154124,0.003035393,0.001887092,0.0009366723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295837,"about_ca_system_score_gemma":0.002443434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456478,"about_ca_topic_score_gemma":0.0008689074,"domain_scores_codex":[0.9815887,0.0144933,0.0003354069,0.0004263775,0.002177455,0.0009788154],"domain_scores_gemma":[0.9804794,0.01354286,0.001450064,0.0006416861,0.002767846,0.00111816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001216998,0.0001324944,0.01401004,0.0004105138,0.00004803355,0.002650499,0.1648824,0.0008547115,0.00441773,0.7052878,0.0126317,0.09455231],"study_design_scores_gemma":[0.00005125238,0.0004179066,0.0292592,0.001953239,0.00009842273,0.005238555,0.2820221,0.004195311,0.005841192,0.2185198,0.4522447,0.0001581886],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1478021,0.001941461,0.0191413,0.04306347,0.000303925,0.00008806266,0.00005183062,0.00005391423,0.787554],"genre_scores_gemma":[0.988713,0.0006976877,0.001070456,0.002612781,0.00009484232,0.00003533634,0.00001302953,0.00002327836,0.006739495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01206095,"threshold_uncertainty_score":0.04851907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2154663660","doi":"10.1108/14637151211253747","title":"Integration of value stream mapping and agent‐based modeling for OR improvement","year":2012,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":36,"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":"Value stream mapping; Computer science; Schedule; Inefficiency; Health care; Process management; Task (project management); Process (computing); Operations management; Systems engineering; Business; Lean manufacturing","authors":[{"name":"Yikun Xie","is_ca":true},{"name":"Qingjin Peng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1403373451012832,"gpt":0.4295181270994166,"spread":0.2891807819981335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907722,0.0007359301,0.0006172747,0.0009253602,0.0005211559,0.001965398,0.001098125,0.0008380528,0.003202631],"category_scores_gemma":[0.004689141,0.0004601284,0.0009232616,0.001153652,0.0007289773,0.00194866,0.001276576,0.00110009,0.0002622023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001922113,"about_ca_system_score_gemma":0.003433389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284562,"about_ca_topic_score_gemma":0.010009,"domain_scores_codex":[0.9986457,0.0008676593,0.00006769906,0.0001020843,0.0002527155,0.00006403362],"domain_scores_gemma":[0.9978663,0.001454171,0.0002114692,0.0001263169,0.0002558548,0.00008581643],"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":[0.00002861217,0.00006114124,0.0009554622,0.0000803606,0.00004442952,0.00004661532,0.0001311,0.922753,0.0002699451,0.05891263,0.0005162861,0.01620039],"study_design_scores_gemma":[0.000009077834,0.0000169078,0.0001273492,0.0000151925,0.00001005813,0.000007834595,0.00003846204,0.9796138,0.000131687,0.01777621,0.002246237,0.000007252301],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02009726,0.0002962287,0.9658297,0.001114665,0.00008174367,0.0002126385,0.0001534204,0.0003275604,0.01188674],"genre_scores_gemma":[0.5625248,0.0009059272,0.4314791,0.0001623146,0.00005485613,0.0005782665,0.0002362628,0.00007887629,0.003979541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01284562,"threshold_uncertainty_score":0.02554172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971153689","doi":"10.1108/bpmj-10-2012-0112","title":"Business process redesign project success: the role of socio-technical theory","year":2014,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Business process reengineering; Process management; Generalizability theory; Business; Business process; Change management (ITSM); Project management; Empirical research; Knowledge management; Organizational culture; Critical success factor; Computer science; Marketing; Management; Engineering; Lean manufacturing; Work in process; Systems engineering","authors":[{"name":"Junlian Xiang","is_ca":true},{"name":"Norm Archer","is_ca":true},{"name":"Brian Detlor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279337592160359,"gpt":0.2464826814771636,"spread":0.23368930555556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05273939,0.0006878538,0.0007509509,0.009036953,0.003909377,0.01145721,0.002235265,0.001692181,0.005029685],"category_scores_gemma":[0.1256557,0.0006353296,0.0008744606,0.003793883,0.01572639,0.01113471,0.006887345,0.003069694,0.000523121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007693059,"about_ca_system_score_gemma":0.01429262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007397578,"about_ca_topic_score_gemma":0.005492241,"domain_scores_codex":[0.9608114,0.02371424,0.00128876,0.001553036,0.01070722,0.001925295],"domain_scores_gemma":[0.6126629,0.3318691,0.02180302,0.00803122,0.01516291,0.01047094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001666429,0.002873612,0.5082369,0.00120567,0.0003604518,0.0006762095,0.07681222,0.004749752,0.0002561672,0.1855882,0.003456315,0.2156178],"study_design_scores_gemma":[0.0001449539,0.001291391,0.4003315,0.004157388,0.0002568416,0.0007503849,0.2069493,0.05273425,0.0008842571,0.3040811,0.02818005,0.0002387077],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333347,0.003331852,0.02628632,0.02669626,0.0001964503,0.0005255331,0.00006984691,0.00008996671,0.1094691],"genre_scores_gemma":[0.994808,0.0007713787,0.003480889,0.0003041892,0.00003209566,0.0001121588,0.00002613789,0.00001592663,0.0004490686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05273939,"threshold_uncertainty_score":0.2789159,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1601455536","doi":"10.1108/14637150410518310","title":"Best practices in e‐business process management","year":2004,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":35,"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":"Business process management; Business process; Computer science; Process (computing); Process management; Parallels; Cornerstone; The Internet; Work (physics); Business process modeling; Knowledge management; Artifact-centric business process model; Business; Work in process; Operations management; World Wide Web; Marketing; Engineering","authors":[{"name":"Henry Kim","is_ca":true},{"name":"Rajani Ramkaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03910955078887667,"gpt":0.2960322723177919,"spread":0.2569227215289152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03807724,0.001695575,0.001284367,0.009984786,0.003509271,0.01914145,0.006951869,0.007687659,0.001687641],"category_scores_gemma":[0.04617258,0.001359896,0.001390445,0.01249857,0.01475426,0.01608354,0.005959182,0.007003023,0.001675224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01036079,"about_ca_system_score_gemma":0.01372521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008770735,"about_ca_topic_score_gemma":0.007389763,"domain_scores_codex":[0.9364315,0.02382369,0.007295627,0.004877173,0.02564584,0.001926095],"domain_scores_gemma":[0.9547516,0.01924085,0.002821707,0.01045585,0.01185179,0.0008782368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004292748,0.0002879431,0.001097134,0.001745304,0.0001212328,0.0003663422,0.007216631,0.01352469,0.0008887203,0.6862004,0.006867764,0.281641],"study_design_scores_gemma":[0.00004745456,0.0001095739,0.000648852,0.004910337,0.00007308508,0.0004292877,0.004287378,0.009130875,0.003500379,0.7532492,0.2234994,0.0001141903],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01225935,0.04332491,0.7870564,0.04862785,0.001117402,0.0004837821,0.0001518762,0.001231183,0.1057472],"genre_scores_gemma":[0.1834428,0.03854658,0.7643257,0.003236374,0.0002994972,0.0008223444,0.0003846693,0.000279121,0.008662902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03807724,"threshold_uncertainty_score":0.2013741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969032360","doi":"10.1108/14637150710752326","title":"ERP systems and the coordination of the enterprise","year":2007,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Knowledge management; Originality; Exploratory research; Computer science; Work (physics); Process management; Enterprise information system; Business; Qualitative research; Sociology","authors":[{"name":"Éric Alsène","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01386216893536848,"gpt":0.2638753768390044,"spread":0.2500132079036359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005695045,0.0002697599,0.0002627834,0.001631765,0.002829922,0.007600609,0.0006764489,0.0006392871,0.004994323],"category_scores_gemma":[0.007183987,0.0002186063,0.0002012761,0.002725307,0.009073798,0.00340605,0.003415886,0.001137022,0.0004325698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007138367,"about_ca_system_score_gemma":0.01220498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0342286,"about_ca_topic_score_gemma":0.01694047,"domain_scores_codex":[0.9933915,0.003608113,0.0002508667,0.000542344,0.001450307,0.000756979],"domain_scores_gemma":[0.9934977,0.002939352,0.001242169,0.0005042563,0.0009302815,0.0008862271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001348245,0.00009414458,0.009881528,0.0006210566,0.00005690289,0.0008680589,0.02488507,0.0102831,0.00208978,0.8100246,0.007969423,0.1330916],"study_design_scores_gemma":[0.0001141661,0.0002534819,0.04290242,0.001103195,0.00008694786,0.0006570806,0.05710261,0.009955382,0.002058486,0.4321398,0.4535137,0.0001125459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2703873,0.01398047,0.06036122,0.02916189,0.0003943298,0.0003509589,0.0001733864,0.0002958165,0.6248947],"genre_scores_gemma":[0.9826873,0.002850413,0.007239767,0.0003833904,0.00006864384,0.00004649301,0.00004251411,0.00002768161,0.006653913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0342286,"threshold_uncertainty_score":0.06805873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404416555","doi":"10.1108/bpmj-07-2024-0555","title":"A review of AI and machine learning contribution in business process management (process enhancement and process improvement approaches)","year":2024,"lang":"en","type":"review","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; Okanagan College; Brock University; University of Victoria","funders":"","keywords":"Process (computing); Business process management; Process management; Business process; Computer science; Process mining; Business process discovery; Business process modeling; Process engineering; Work in process; Business; Engineering","authors":[{"name":"Mostafa Abbasi","is_ca":true},{"name":"Rahnuma Islam Nishat","is_ca":true},{"name":"Corey Bond","is_ca":true},{"name":"John Brandon Graham-Knight","is_ca":true},{"name":"Patricia Lasserre","is_ca":true},{"name":"Yves Lucet","is_ca":true},{"name":"Homayoun Najjaran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03628215430396313,"gpt":0.2977505795674465,"spread":0.2614684252634834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00627801,0.00115291,0.001524464,0.0135362,0.0007873781,0.004096533,0.001334722,0.002227365,0.003019601],"category_scores_gemma":[0.01326808,0.0006721222,0.001465139,0.0170009,0.001645437,0.004789625,0.001298796,0.001986282,0.0009590709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121926,"about_ca_system_score_gemma":0.006905038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019762,"about_ca_topic_score_gemma":0.004460973,"domain_scores_codex":[0.9950414,0.001732766,0.0009573275,0.0005482446,0.001552178,0.0001681575],"domain_scores_gemma":[0.9723292,0.02271859,0.00164895,0.0004583508,0.002570076,0.0002747975],"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":[0.00006258595,0.00009531211,0.0005861209,0.1002634,0.0002620125,0.0001911938,0.001112469,0.001398831,0.0009323363,0.02739826,0.0125817,0.8551159],"study_design_scores_gemma":[0.00002156541,0.0001813704,0.003289432,0.09545127,0.0006634732,0.0007556453,0.001226376,0.001332993,0.001162168,0.01936269,0.8764691,0.00008391943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002737521,0.9947227,0.001956397,0.001123334,0.0002780992,0.00001781547,0.00002211016,0.00001547636,0.001590309],"genre_scores_gemma":[0.003893889,0.9920548,0.002730955,0.0005341505,0.0003738209,0.00004280068,0.00003661812,0.000008943234,0.0003240882],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0135362,"threshold_uncertainty_score":0.03320169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031346079","doi":"10.1108/bpmj-nov-2011-0081","title":"Improvement in the operating room efficiency using Tabu search in simulation","year":2013,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":30,"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":"Tabu search; Computer science; Artificial intelligence","authors":[{"name":"Qing Niu","is_ca":true},{"name":"Qingjin Peng","is_ca":true},{"name":"Tarek Y. ElMekkawy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08648076336323916,"gpt":0.4416796326600707,"spread":0.3551988692968315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001281901,0.0004178552,0.0005086026,0.0007420894,0.0003485857,0.0008242708,0.000599846,0.0004599217,0.002134121],"category_scores_gemma":[0.004197665,0.0002445001,0.0005959172,0.0009541442,0.0003374941,0.000605159,0.0004362142,0.0004432383,0.0002074107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048883,"about_ca_system_score_gemma":0.001385543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008898422,"about_ca_topic_score_gemma":0.005536207,"domain_scores_codex":[0.9990929,0.0006716793,0.00002325371,0.00004647303,0.0001062247,0.00005943044],"domain_scores_gemma":[0.9983097,0.001222647,0.0001334811,0.00009458171,0.0002064899,0.00003308643],"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":[0.00005146255,0.00004002201,0.001096601,0.00003705083,0.00001950416,0.000009885674,0.00001972173,0.9838278,0.0005585842,0.001287796,0.0001272899,0.01292419],"study_design_scores_gemma":[0.000006709976,0.00004228909,0.0001988915,0.000007538706,0.00000833068,0.000003892714,0.00001220897,0.998675,0.0005131406,0.0003587296,0.0001700907,0.000003169847],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3369344,0.0006288851,0.6440617,0.0003475132,0.00006722726,0.0002079157,0.0001337482,0.0007821823,0.01683638],"genre_scores_gemma":[0.8969332,0.0002090386,0.1019041,0.00003243461,0.000008367334,0.0001110137,0.00006114557,0.00004908548,0.0006916425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008898422,"threshold_uncertainty_score":0.01769328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002430481","doi":"10.1108/14637150010345505","title":"Management of environmental scanning processes in large companies in Thailand","year":2000,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scope (computer science); Business; Quarter (Canadian coin); Order (exchange); Business environment; Marketing; Business administration; Finance; Geography; Computer science","authors":[{"name":"Chittipa Ngamkroeckjoti","is_ca":false},{"name":"Lalit M. Johri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304543338587818,"gpt":0.237230215714309,"spread":0.2241847823284308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962962,0.000218795,0.0001270525,0.002931924,0.00241759,0.003122505,0.0006425554,0.000647572,0.001445935],"category_scores_gemma":[0.005472229,0.0002758616,0.0001951922,0.003558851,0.001312675,0.001485381,0.002083004,0.0004397704,0.0001799619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783892,"about_ca_system_score_gemma":0.003760539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419373,"about_ca_topic_score_gemma":0.01376713,"domain_scores_codex":[0.9973139,0.0008921462,0.0002048264,0.0002686079,0.0008132916,0.0005071195],"domain_scores_gemma":[0.9872423,0.003835386,0.005287954,0.0004702526,0.001742401,0.001421681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004114353,0.000566642,0.7281281,0.0003632833,0.0001146129,0.008707909,0.08484899,0.008131353,0.01052766,0.004197364,0.001518672,0.152484],"study_design_scores_gemma":[0.00002040737,0.000583269,0.7972355,0.0001140683,0.00007337861,0.002066602,0.1632307,0.0089315,0.008115997,0.001629073,0.01786163,0.0001379106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949058,0.0002030804,0.0005289016,0.0001506856,0.000002340361,0.00003848696,0.00003236813,0.00001774266,0.004120605],"genre_scores_gemma":[0.9984491,0.000199656,0.0003281086,0.00001856598,0.000002338098,0.00001257354,0.00004220592,0.000002846359,0.0009445852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419373,"threshold_uncertainty_score":0.0282222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617580714","doi":"10.1108/bpmj-02-2017-0028","title":"Improving software quality using Six Sigma DMAIC-based approach: a case study","year":2017,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"DMAIC; Six Sigma; Computer science; Software quality control; Software quality; Quality management; Process management; Quality (philosophy); Software quality analyst; Software; Software development; Manufacturing engineering; Operations management; Engineering; Management system","authors":[{"name":"Racha Karout","is_ca":true},{"name":"Anjali Awasthi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07601715894082328,"gpt":0.3539820429896322,"spread":0.2779648840488089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005405085,0.0004651253,0.000361609,0.002008928,0.002911625,0.002305574,0.001645279,0.001942771,0.001398302],"category_scores_gemma":[0.008278063,0.000279925,0.0006233479,0.002401496,0.001722294,0.001212557,0.001758887,0.001672782,0.0002890531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004593327,"about_ca_system_score_gemma":0.003567558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387462,"about_ca_topic_score_gemma":0.02530534,"domain_scores_codex":[0.9943445,0.003094711,0.0002839715,0.000274629,0.001462284,0.0005399517],"domain_scores_gemma":[0.9900198,0.004701875,0.001084059,0.0007444781,0.002374484,0.001075368],"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":[0.001195554,0.02061315,0.1793338,0.003583312,0.0002495755,0.0663204,0.1742585,0.04101645,0.0210387,0.05002934,0.02107734,0.4212838],"study_design_scores_gemma":[0.001260033,0.01785464,0.188384,0.00309728,0.0004872847,0.01973973,0.3579661,0.1336387,0.0572671,0.01693681,0.2029227,0.0004456325],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739853,0.000527972,0.01096629,0.001329115,0.0000339391,0.0006855276,0.0000821963,0.00008273518,0.012307],"genre_scores_gemma":[0.9760076,0.0006729489,0.0192464,0.0002617038,0.00001513605,0.0002609922,0.00007684024,0.00002705064,0.003431278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01387462,"threshold_uncertainty_score":0.0333271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4306972078","doi":"10.1108/bpmj-05-2022-0241","title":"Digitalization strategies and evaluation of maritime container supply chains","year":2022,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Future Earth","funders":"","keywords":"Supply chain; Port (circuit theory); Container (type theory); Originality; Supply chain management; Process (computing); Computer science; Business; Process management; Operations management; Marketing; Engineering; Qualitative research","authors":[{"name":"Jungyong Seo","is_ca":false},{"name":"Byung Kwon Lee","is_ca":false},{"name":"Yongsik Jeon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01678656381956494,"gpt":0.2427174832242086,"spread":0.2259309194046437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0195037,0.001042637,0.0004563148,0.006872335,0.001796726,0.008282362,0.001032998,0.0007921865,0.004518728],"category_scores_gemma":[0.03581698,0.0002529269,0.0006920567,0.005549483,0.00288421,0.007890611,0.004194784,0.0007696475,0.000320513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059955,"about_ca_system_score_gemma":0.006091441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754297,"about_ca_topic_score_gemma":0.003999034,"domain_scores_codex":[0.978071,0.01354544,0.001586032,0.0008267846,0.004901881,0.001068791],"domain_scores_gemma":[0.9677045,0.01332472,0.00415077,0.001986402,0.01163291,0.001200669],"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":[0.0007496526,0.0009027479,0.05612347,0.00269317,0.0002191501,0.0005585317,0.01851524,0.03305934,0.007005426,0.2854666,0.00348558,0.5912211],"study_design_scores_gemma":[0.0003816822,0.004341566,0.09789965,0.007366874,0.0006442756,0.0007732734,0.2181746,0.2073398,0.07460611,0.22808,0.1597522,0.0006399153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.625223,0.001936848,0.1817944,0.002723603,0.00009711961,0.003502538,0.0003324133,0.0002472461,0.1841429],"genre_scores_gemma":[0.9395462,0.0005082675,0.05656165,0.0000982857,0.000009210446,0.000548814,0.0001440098,0.00002073192,0.00256275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0195037,"threshold_uncertainty_score":0.1031467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031167712","doi":"10.1108/14637151111149438","title":"Modeling healthcare processes as service orchestrations and choreographies","year":2011,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":25,"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":"Computer science; Orchestration; Workflow; Health care; Process management; Context (archaeology); Usability; Choreography; Knowledge management; Process modeling; Process (computing); Service (business); Human–computer interaction; Business; Engineering; Work in process; Operations management","authors":[{"name":"Morad Benyoucef","is_ca":true},{"name":"Craig Kuziemsky","is_ca":true},{"name":"Amir Afrasiabi Rad","is_ca":true},{"name":"Ali Elsabbahi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05059385554738055,"gpt":0.2523711713936628,"spread":0.2017773158462823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004061354,0.0009000259,0.0003657176,0.002475589,0.001643075,0.005005611,0.00133431,0.001564394,0.004005664],"category_scores_gemma":[0.007918424,0.0007569625,0.001920108,0.002124855,0.002573935,0.004674755,0.00257448,0.001444026,0.000858899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003238574,"about_ca_system_score_gemma":0.006403366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02294927,"about_ca_topic_score_gemma":0.01552271,"domain_scores_codex":[0.9968322,0.001757199,0.000321823,0.0003179008,0.0005486983,0.0002223046],"domain_scores_gemma":[0.9942604,0.003921266,0.000467363,0.0006528616,0.0005141811,0.0001839827],"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":[0.0001082491,0.0001326613,0.007432672,0.0006718824,0.0001219614,0.001103672,0.006829963,0.249878,0.003991828,0.6654156,0.002352609,0.06196095],"study_design_scores_gemma":[0.00004850268,0.00008576175,0.001473452,0.0005612982,0.0001212597,0.0005714417,0.003738935,0.6151463,0.004630549,0.2805615,0.09298357,0.00007747973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03252532,0.000640241,0.9420934,0.001339304,0.00008535944,0.0006825578,0.0002817725,0.00076452,0.02158761],"genre_scores_gemma":[0.3274478,0.00181728,0.6623201,0.0002001504,0.00004483336,0.0008787705,0.0005736761,0.000202961,0.006514361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02294927,"threshold_uncertainty_score":0.04563141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608714406","doi":"10.1108/bpmj-12-2015-0174","title":"Examining the adoption of big data and analytics curriculum","year":2017,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":25,"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":"Big data; Curriculum; Analytics; Computer science; Vendor; Originality; Data science; Scope (computer science); Knowledge management; Software analytics; Business analytics; Engineering management; Software; Sociology; Software development; Business; Engineering; Marketing; Pedagogy; Business model; Data mining; Qualitative research; Business analysis; Social science; Software development process","authors":[{"name":"Alexander McLeod","is_ca":false},{"name":"Michael Bliemel","is_ca":true},{"name":"Nancy Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1764331552247826,"gpt":0.3246612423478142,"spread":0.1482280871230316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01052448,0.0002359272,0.0002824191,0.002337447,0.001508746,0.004286064,0.001532341,0.0005740476,0.004041687],"category_scores_gemma":[0.04839794,0.0003937935,0.0002932929,0.002804619,0.0007807974,0.003222273,0.003105846,0.001759144,0.0006543529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004695285,"about_ca_system_score_gemma":0.0126613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005433016,"about_ca_topic_score_gemma":0.01414014,"domain_scores_codex":[0.9933372,0.001736711,0.0004434716,0.0006098314,0.002901313,0.000971564],"domain_scores_gemma":[0.9444784,0.01497919,0.01072452,0.002400491,0.01562573,0.01179164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001150595,0.002638584,0.5958476,0.0009202103,0.00004503273,0.0002018571,0.02466266,0.0008259052,0.004720225,0.006177832,0.00891429,0.3549308],"study_design_scores_gemma":[0.00002044268,0.0008184864,0.869297,0.0007343941,0.0000292587,0.0002073496,0.06990451,0.002477358,0.004133909,0.001478433,0.05082558,0.00007331433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860822,0.0003043371,0.002040793,0.002996826,0.00005621951,0.0001532748,0.0002310502,0.00007544635,0.008059773],"genre_scores_gemma":[0.9908324,0.0004901811,0.005148168,0.0008164985,0.00003395031,0.0001883902,0.0003790707,0.00004863018,0.002062819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01052448,"threshold_uncertainty_score":0.05565947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2631515075","doi":"10.1108/bpmj-12-2015-0177","title":"Business intelligence serious game participatory development: lessons from ERPsim for big data","year":2017,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Educational Games and Gamification","field":"Psychology","cited_by":24,"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","funders":"","keywords":"Computer science; Knowledge management; Big data; Analytics; Business intelligence; Enterprise resource planning; Business analytics; Originality; Process management; Data science; Business analysis; Business model; Business; Marketing","authors":[{"name":"Élise Labonté-LeMoyne","is_ca":true},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Jacques Robert","is_ca":true},{"name":"Gilbert Babin","is_ca":true},{"name":"Patrick Charland","is_ca":true},{"name":"Jean-François Michon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2808091899730026,"gpt":0.4368547677229795,"spread":0.1560455777499768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004573547,0.001061706,0.000370262,0.0005727292,0.001272278,0.002467078,0.001844592,0.001358642,0.002824044],"category_scores_gemma":[0.008883892,0.0003024974,0.0004956231,0.0003768018,0.002541603,0.002188609,0.003414005,0.001555385,0.0005365742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065282,"about_ca_system_score_gemma":0.001602961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590013,"about_ca_topic_score_gemma":0.003693474,"domain_scores_codex":[0.9975134,0.001886559,0.00006517105,0.0001304511,0.0002246171,0.000179766],"domain_scores_gemma":[0.9949079,0.003717585,0.0001389263,0.0002804063,0.0003030906,0.0006519944],"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":[0.001521925,0.01263925,0.01730027,0.003232786,0.0001853872,0.006395243,0.1795197,0.04242043,0.02091689,0.1540949,0.04878032,0.5129929],"study_design_scores_gemma":[0.001339615,0.01047884,0.01687147,0.002176283,0.0001753159,0.004248972,0.111416,0.1419072,0.03282714,0.1717281,0.5065148,0.0003161563],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7467992,0.0005872946,0.1797703,0.009353132,0.0003394182,0.00193163,0.0002360756,0.001015582,0.05996724],"genre_scores_gemma":[0.8163475,0.0007245311,0.1663173,0.0006542059,0.00003069289,0.000959215,0.0002168613,0.0001548275,0.01459486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004573547,"threshold_uncertainty_score":0.02418756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2617320503","doi":"10.1108/bpmj-02-2017-0027","title":"Multivariate hybrid pathways for creating exceptional customer experiences","year":2017,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Customer Service Quality and Loyalty","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Customer retention; Customer advocacy; Computer science; Customer intelligence; Business process reengineering; Customer to customer; Voice of the customer; Service quality; Customer satisfaction; Service (business); Knowledge management; Marketing; Process management; Business","authors":[{"name":"Ashish Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05043750782804439,"gpt":0.3017309512466363,"spread":0.2512934434185919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002600425,0.000460798,0.0002647528,0.002192637,0.002043293,0.006398908,0.0008543712,0.000594506,0.01602098],"category_scores_gemma":[0.008020047,0.0002701413,0.0005985715,0.002183355,0.002871068,0.00457996,0.007232178,0.001155217,0.0008307913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179842,"about_ca_system_score_gemma":0.001975033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157489,"about_ca_topic_score_gemma":0.002407468,"domain_scores_codex":[0.99739,0.001580085,0.0001004779,0.0002270141,0.0004217891,0.0002807153],"domain_scores_gemma":[0.9960608,0.001707556,0.0006643593,0.0003844397,0.0004651716,0.0007176275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006266967,0.0006256392,0.1173343,0.001129888,0.0001534845,0.002999688,0.100436,0.005531859,0.003534511,0.3998736,0.006662385,0.361092],"study_design_scores_gemma":[0.0001250976,0.001094796,0.1246544,0.001015097,0.0002037422,0.005016663,0.2604489,0.02860982,0.004221109,0.4838437,0.09047288,0.0002938281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7678381,0.0006985069,0.1032895,0.003268994,0.00009239255,0.0008067438,0.0006405655,0.0005124002,0.1228529],"genre_scores_gemma":[0.9779543,0.0002157753,0.01883672,0.00009765011,0.000009090883,0.0001979195,0.0001273271,0.0000322796,0.002529051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602098,"threshold_uncertainty_score":0.05359554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2808093767","doi":"10.1108/bpmj-11-2016-0232","title":"Supporting business processes through human and IT factors: a maturity model","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":22,"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":"Sophistication; Capability Maturity Model; Computer science; Process management; Originality; Business process management; Knowledge management; Process (computing); Maturity (psychological); Business process; Service Integration Maturity Model; Cohesion (chemistry); Human resources; Identification (biology); Operational excellence; Software; Business; Work in process; Engineering; Operations management; Management","authors":[{"name":"Sarra Mamoghli","is_ca":true},{"name":"Luc Cassivi","is_ca":true},{"name":"Sylvie Trudel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02674175054184351,"gpt":0.2887124349607231,"spread":0.2619706844188796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01001022,0.0009605002,0.0004344449,0.00564573,0.001335902,0.006369344,0.001293345,0.002735585,0.002293756],"category_scores_gemma":[0.01269569,0.0005616824,0.001337138,0.003496447,0.002724348,0.01003945,0.002575312,0.002656592,0.0006643001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006101575,"about_ca_system_score_gemma":0.01013938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004377033,"about_ca_topic_score_gemma":0.003177121,"domain_scores_codex":[0.994589,0.002728869,0.0005186777,0.0004430665,0.001343153,0.0003772638],"domain_scores_gemma":[0.9886221,0.006085228,0.001219338,0.0006022201,0.002763405,0.0007077221],"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":[0.0001513578,0.0004311436,0.01643591,0.001727401,0.000130937,0.0003233344,0.008858835,0.02143265,0.005696366,0.7500519,0.002348284,0.1924119],"study_design_scores_gemma":[0.0001605357,0.001245967,0.02324304,0.006203224,0.0004761348,0.0009617558,0.01671306,0.1345226,0.006009607,0.6691242,0.1410891,0.0002507908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09645909,0.007124283,0.7671152,0.01927126,0.000161251,0.001687893,0.000419248,0.0004749384,0.1072869],"genre_scores_gemma":[0.5691537,0.003792211,0.4216405,0.0006343403,0.00006547776,0.001419178,0.0002936792,0.00004010504,0.002960823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01001022,"threshold_uncertainty_score":0.05293977,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2883498034","doi":"10.1108/bpmj-02-2018-0041","title":"Developing an integrated quality network for lean operations systems","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Quality and Supply Management","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":"Concordia University of Edmonton","funders":"","keywords":"Operational excellence; Process management; Computer science; Agile software development; Quality (philosophy); Lean manufacturing; Quality management system; Quality management; Total quality management; Six Sigma; Systems engineering; Manufacturing engineering; Operations management; Engineering; Management system","authors":[{"name":"Ashish Thomas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07372830572206228,"gpt":0.3286333232317905,"spread":0.2549050175097282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02193007,0.0009078442,0.0005954896,0.004516005,0.001894547,0.008528414,0.002203072,0.001262854,0.004713302],"category_scores_gemma":[0.02548609,0.0008435815,0.0008672597,0.003130104,0.002467174,0.009673999,0.005998442,0.001843722,0.001255495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006616844,"about_ca_system_score_gemma":0.01150731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005394378,"about_ca_topic_score_gemma":0.004782704,"domain_scores_codex":[0.9847392,0.005723902,0.001362247,0.00156272,0.00601577,0.000596198],"domain_scores_gemma":[0.9838644,0.003849232,0.002430321,0.002245583,0.006793028,0.0008173793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001848119,0.0004379548,0.01039676,0.0006900748,0.0001306333,0.0004688936,0.004981196,0.172242,0.007230501,0.3256709,0.00722394,0.4703423],"study_design_scores_gemma":[0.0001617591,0.0008006286,0.004018417,0.001759978,0.0001928286,0.0004710187,0.004126929,0.6089327,0.01507766,0.2084173,0.1558573,0.0001833447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01128976,0.0001274406,0.9727092,0.001074475,0.00005597262,0.0008320541,0.00008549143,0.001556429,0.01226923],"genre_scores_gemma":[0.09925469,0.0002447165,0.8966633,0.0001381681,0.00002844671,0.0005256786,0.0003634178,0.0002007859,0.002580865],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02193007,"threshold_uncertainty_score":0.1159787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1584178347","doi":"10.1108/14637151011035624","title":"Unleashing process orientation","year":2010,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","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":true},"ca_institutions":"Carleton University","funders":"","keywords":"Originality; Process (computing); Path analysis (statistics); Sample (material); Exploratory factor analysis; Value (mathematics); Empirical research; Computer science; Orientation (vector space); Process management; Knowledge management; Psychology; Structural equation modeling; Business; Social psychology; Statistics; Creativity; Mathematics","authors":[{"name":"Vinod Kumar","is_ca":true},{"name":"Bahar Movahedi","is_ca":true},{"name":"Kayvan Miri Lavassani","is_ca":true},{"name":"Uma Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01804646755903533,"gpt":0.2967458408210768,"spread":0.2786993732620415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01864398,0.0006094232,0.000317049,0.002361361,0.001930519,0.008282095,0.0009671748,0.001099858,0.003415019],"category_scores_gemma":[0.03386068,0.00032655,0.0007445996,0.002833746,0.009650728,0.007703658,0.004641745,0.003279741,0.0004484344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007324168,"about_ca_system_score_gemma":0.02192694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01527571,"about_ca_topic_score_gemma":0.01605789,"domain_scores_codex":[0.9841217,0.00714115,0.000682583,0.0008801306,0.00567643,0.001498036],"domain_scores_gemma":[0.9203615,0.04746475,0.01146173,0.006046472,0.0106478,0.004017756],"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":[0.0001556141,0.0003461258,0.09631334,0.002146861,0.00009312527,0.0003902828,0.05518353,0.001244866,0.004861896,0.3446134,0.003196352,0.4914547],"study_design_scores_gemma":[0.00006833971,0.00102563,0.2131566,0.006364836,0.0002641224,0.001072893,0.1170111,0.006716303,0.01180748,0.303357,0.3389359,0.0002197425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5492471,0.01318456,0.155646,0.04913024,0.0009284841,0.0005222426,0.0001765596,0.0005177016,0.2306471],"genre_scores_gemma":[0.9814171,0.00253184,0.01048781,0.00238669,0.0001319087,0.00009552974,0.00004576399,0.00005825726,0.002845159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01864398,"threshold_uncertainty_score":0.09859997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891018386","doi":"10.1108/bpmj-07-2017-0188","title":"Continuous process improvement implementation framework using multi-objective genetic algorithms and discrete event simulation","year":2018,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Discrete event simulation; Computer science; Process (computing); Event (particle physics); Genetic algorithm; Volume (thermodynamics); Continuous optimization; Mathematical optimization; Work in process; Lead time; Algorithm; Optimization problem; Mathematics; Simulation; Engineering; Machine learning; Multi-swarm optimization; Operations management","authors":[{"name":"Parminder Singh Kang","is_ca":false},{"name":"Rajbir Singh Bhatti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01410394120026436,"gpt":0.3121485093316728,"spread":0.2980445681314084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178747,0.0005962302,0.0004788237,0.0005914679,0.0003333436,0.001167264,0.001281312,0.0007552371,0.001405186],"category_scores_gemma":[0.001410202,0.0002532925,0.0007561618,0.0005315692,0.0005662806,0.000578399,0.0007425821,0.0008252811,0.0001661683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912256,"about_ca_system_score_gemma":0.001747172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006198152,"about_ca_topic_score_gemma":0.003885231,"domain_scores_codex":[0.9993774,0.0002314675,0.00002618054,0.00008607557,0.0002302037,0.00004870747],"domain_scores_gemma":[0.9993807,0.0003307037,0.00007822683,0.00006019703,0.0001195877,0.00003047264],"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":[0.00001931361,0.00005104026,0.0004009517,0.00004037859,0.00002366996,0.00005023002,0.00002918772,0.9613684,0.001162444,0.01137442,0.0002288855,0.02525118],"study_design_scores_gemma":[0.000008123118,0.00001962298,0.00006087698,0.00000545647,0.000006907584,0.000008622589,0.000006171062,0.9965063,0.0005165858,0.002033881,0.0008240474,0.000003461057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00819955,0.00009186735,0.9880908,0.00009833133,0.0000200504,0.00007018261,0.00001833097,0.0004101089,0.003000773],"genre_scores_gemma":[0.4473999,0.0002769153,0.549723,0.00007320874,0.00002058121,0.0002895999,0.00008745443,0.00007358169,0.002055641],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006198152,"threshold_uncertainty_score":0.01232409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1504659559","doi":"10.1108/bpmj-02-2014-0009","title":"Development of a leagile transformation methodology for product development","year":2015,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"General partnership; Process management; Agile software development; Software deployment; Transformative learning; Computer science; New product development; Field (mathematics); Product (mathematics); Business; Knowledge management; Marketing","authors":[{"name":"Andrée-Anne Lemieux","is_ca":true},{"name":"Samir Lamouri","is_ca":false},{"name":"Robert Pellerin","is_ca":true},{"name":"Simón Tamayo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1601536626211459,"gpt":0.3272848771201329,"spread":0.167131214498987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008226946,0.001322979,0.0005483475,0.004084866,0.0009982431,0.004345302,0.002311507,0.001650019,0.00882291],"category_scores_gemma":[0.01377816,0.0009343521,0.001715383,0.002337612,0.001513876,0.004610031,0.003259717,0.003137568,0.004175095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002213535,"about_ca_system_score_gemma":0.003853805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190561,"about_ca_topic_score_gemma":0.002872318,"domain_scores_codex":[0.9923604,0.002974969,0.0008414882,0.000840996,0.002734861,0.0002473639],"domain_scores_gemma":[0.9897287,0.004471464,0.0008039805,0.001595172,0.003208313,0.0001922931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001317817,0.0004003563,0.00307017,0.00195947,0.0001123238,0.0006161263,0.006271792,0.03190478,0.01356471,0.24553,0.008695011,0.6877435],"study_design_scores_gemma":[0.0001280334,0.0005698059,0.002933566,0.002601352,0.0001306171,0.001320862,0.003987557,0.2842156,0.02926278,0.1898307,0.4847935,0.00022549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001662491,0.00009047481,0.9912684,0.0002351489,0.00003254752,0.000582437,0.0001194994,0.000927955,0.005081041],"genre_scores_gemma":[0.01824422,0.0001507596,0.9765341,0.00009133114,0.00001152826,0.001029567,0.0003696763,0.0002065497,0.003362148],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00882291,"threshold_uncertainty_score":0.04350877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010211049","doi":"10.1108/bpmj-06-2018-0150","title":"Taxonomy of business value underlying motivations for e-HRM adoption","year":2020,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":16,"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 Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Taxonomy (biology); Knowledge management; Human resource management; Normative; Originality; Value (mathematics); Business; Computer science; Management science; Qualitative research; Sociology; Political science; Economics","authors":[{"name":"Placide Poba‐Nzaou","is_ca":true},{"name":"Sylvestre Uwizeyemunugu","is_ca":true},{"name":"Khadija Gaha","is_ca":true},{"name":"Mélanie Laberge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09531394970656461,"gpt":0.270898269016638,"spread":0.1755843193100734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005837212,0.0004418624,0.0003115447,0.005714983,0.002552852,0.005559138,0.000849043,0.00136282,0.002054302],"category_scores_gemma":[0.01947672,0.000320403,0.0006654403,0.003641457,0.003367909,0.004656898,0.003081885,0.00148559,0.0002521685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00441464,"about_ca_system_score_gemma":0.00406241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263662,"about_ca_topic_score_gemma":0.003531422,"domain_scores_codex":[0.9948494,0.001918231,0.000428934,0.0002721919,0.001864114,0.0006671809],"domain_scores_gemma":[0.9793266,0.01066641,0.003949688,0.0009145683,0.004066099,0.001076638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001617736,0.0004773581,0.3067234,0.0008575998,0.00007340518,0.001264292,0.07075534,0.003414889,0.004694254,0.3954554,0.002494662,0.2136275],"study_design_scores_gemma":[0.00005361312,0.0004767427,0.2971646,0.001617417,0.00008437753,0.003045203,0.2633169,0.03575923,0.002619752,0.318251,0.07738076,0.0002304855],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8845381,0.000773804,0.0590399,0.003250147,0.00004915482,0.0006820743,0.0002486001,0.0001000944,0.05131814],"genre_scores_gemma":[0.9802059,0.0002396406,0.01827313,0.00008590993,0.00001121887,0.0001482894,0.000191514,0.00001146984,0.0008329233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005837212,"threshold_uncertainty_score":0.03203058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593913601","doi":"10.1108/bpmj-06-2016-0127","title":"Improving logistics processes of surgical instruments: case of RFID technology","year":2017,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Advanced Manufacturing and Logistics Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Traceability; Radio-frequency identification; Business process reengineering; Workflow; Process management; Business process; Context (archaeology); Computer science; Process (computing); Barcode; Surgical instrument; Operations management; Risk analysis (engineering); Business; Engineering management; Computer security; Work in process; Medicine; Engineering; Lean manufacturing","authors":[{"name":"Afrooz Moatari‐Kazerouni","is_ca":false},{"name":"Ygal Bendavid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01159817718461901,"gpt":0.254814158783381,"spread":0.243215981598762,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003392399,0.0007381204,0.0003198357,0.00107346,0.001545063,0.002623854,0.001109864,0.001931489,0.002855842],"category_scores_gemma":[0.00687202,0.0002911832,0.0008508214,0.001471773,0.001813637,0.002283009,0.001929757,0.0007417034,0.0003338426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003973842,"about_ca_system_score_gemma":0.003878752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02584453,"about_ca_topic_score_gemma":0.01864104,"domain_scores_codex":[0.9963167,0.002084421,0.000108828,0.0002069367,0.0006617786,0.0006213954],"domain_scores_gemma":[0.9942833,0.003676733,0.0007107857,0.0004246052,0.0006833904,0.000221155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002250941,0.00252897,0.08016611,0.002898635,0.0001971908,0.03565904,0.01553349,0.4339308,0.04768195,0.05612855,0.003449115,0.3195753],"study_design_scores_gemma":[0.0004237253,0.006556139,0.06883015,0.001216833,0.0006196675,0.009607078,0.06682638,0.6271019,0.1182825,0.03184752,0.06817927,0.0005088678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9165782,0.001530215,0.05907596,0.002144906,0.00005634613,0.0004008258,0.00009691108,0.0001895992,0.01992696],"genre_scores_gemma":[0.9726712,0.0008035594,0.02458275,0.00008142361,0.00001404105,0.00004335608,0.00003291638,0.00001201356,0.001758722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02584453,"threshold_uncertainty_score":0.0513882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401039911","doi":"10.1108/bpmj-01-2024-0039","title":"Bridging governance gaps: politically connected boards, gender diversity and the ESG performance puzzle in Iberian companies","year":2024,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Corporate Social Responsibility Reporting","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":"Institute on Governance","funders":"","keywords":"Corporate governance; Originality; Accounting; Context (archaeology); Politics; Gender diversity; Diversity (politics); Business; Transparency (behavior); Bridging (networking); Panel data; Value (mathematics); Marketing; Public relations; Economics; Political science; Econometrics; Computer science; Finance; Geography; Law","authors":[{"name":"Rui Guedes","is_ca":false},{"name":"Maria Elisabete Neves","is_ca":false},{"name":"Elisabete Vieira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02191071771161001,"gpt":0.2410599536645663,"spread":0.2191492359529562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876197,0.0002432528,0.0002756607,0.001542185,0.0008710473,0.002017409,0.0003427581,0.0004937855,0.004525069],"category_scores_gemma":[0.002393761,0.00008991054,0.0001169675,0.001434679,0.0009986036,0.0008988359,0.001491223,0.0004092714,0.0002642598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001264421,"about_ca_system_score_gemma":0.0008535921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123042,"about_ca_topic_score_gemma":0.01819625,"domain_scores_codex":[0.9992973,0.0002247949,0.00003910184,0.0001153002,0.0001170703,0.0002064011],"domain_scores_gemma":[0.9978244,0.0006425971,0.001093271,0.00008714291,0.0001646691,0.0001879479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001783136,0.0001537136,0.9357231,0.0001617654,0.0000755057,0.0005955298,0.00921908,0.0007876102,0.0004528895,0.007830581,0.001812175,0.04300961],"study_design_scores_gemma":[0.000005519782,0.00004532098,0.9689986,0.0002340384,0.00002299414,0.0000749379,0.02208241,0.000469741,0.0002081362,0.001361317,0.006488694,0.000008213259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916082,0.001393349,0.0001521026,0.001005671,0.00001644846,0.000007428277,0.00009168103,0.000002265896,0.005722897],"genre_scores_gemma":[0.9989447,0.0002117363,0.00006454125,0.0001093364,0.00001690455,0.000003527741,0.00006763594,0.000001211569,0.0005803538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0123042,"threshold_uncertainty_score":0.02446514,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406332676","doi":"10.1108/bpmj-03-2024-0174","title":"Enhancing supply chain resilience through supervised machine learning: supplier performance analysis and risk profiling for a multi-class classification problem","year":2025,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Profiling (computer programming); Supply chain; Computer science; Risk analysis (engineering); Resilience (materials science); Class (philosophy); Machine learning; Artificial intelligence; Business; Materials science; Marketing","authors":[{"name":"Parminder Singh Kang","is_ca":true},{"name":"Bhawna Bhawna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01724442959146107,"gpt":0.2663096204347411,"spread":0.24906519084328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006336445,0.001085011,0.001053309,0.001630082,0.0007901893,0.002088704,0.001463097,0.001100757,0.001205891],"category_scores_gemma":[0.02166813,0.0005136531,0.0009127911,0.001226607,0.0009833154,0.002642329,0.001773243,0.002049897,0.0002903659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778926,"about_ca_system_score_gemma":0.00228027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005238752,"about_ca_topic_score_gemma":0.004003492,"domain_scores_codex":[0.9965462,0.001819163,0.0001809684,0.0005765336,0.000674327,0.000202937],"domain_scores_gemma":[0.9806015,0.01202378,0.002866639,0.001646078,0.00241498,0.0004469348],"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":[0.0002009684,0.0003059041,0.02809043,0.0001422162,0.0001503782,0.0001139754,0.0003594803,0.8619016,0.001622628,0.005230751,0.001352182,0.1005295],"study_design_scores_gemma":[0.00000354501,0.00003792482,0.001235539,0.00001214838,0.000008573262,0.00001611408,0.00004745556,0.9939352,0.0004527591,0.004080658,0.0001630935,0.000007068763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1737399,0.0002810578,0.8212641,0.001331168,0.00004319815,0.0001546398,0.0001440115,0.000580763,0.00246116],"genre_scores_gemma":[0.912674,0.0001143279,0.08602814,0.0001453016,0.00005571008,0.00007647013,0.0001994526,0.00004248693,0.0006641414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006336445,"threshold_uncertainty_score":0.03351074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051028428","doi":"10.1108/14637150610710882","title":"Sustainable development in an industrial enterprise: the case of Ontario Hydro","year":2006,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Government of Canada","funders":"","keywords":"Sustainable development; Originality; Meaning (existential); Value (mathematics); Process (computing); Scarcity; Business; Context (archaeology); Process management; Knowledge management; Management; Environmental resource management; Sociology; Political science; Computer science; Economics; Qualitative research; Social science","authors":[{"name":"Nigel Roome","is_ca":false},{"name":"Ronald Bergin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01223864146982855,"gpt":0.2185035643300148,"spread":0.2062649228601862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00159231,0.0002324986,0.0002273477,0.0007540054,0.01542183,0.002444818,0.001382805,0.001633295,0.002919509],"category_scores_gemma":[0.002381187,0.0002206831,0.0002390214,0.001744153,0.007265563,0.001439852,0.002925274,0.001140075,0.0002736724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03185554,"about_ca_system_score_gemma":0.02112682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.721628,"about_ca_topic_score_gemma":0.8794668,"domain_scores_codex":[0.9981961,0.0007144055,0.00003376639,0.0001571275,0.0004030433,0.0004956094],"domain_scores_gemma":[0.9977577,0.0009299298,0.0002380193,0.0001469399,0.0003793214,0.0005481092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000200996,0.0005420847,0.09031635,0.0003628748,0.00003094061,0.05060378,0.7587253,0.004840292,0.004723887,0.04304665,0.006301151,0.04030561],"study_design_scores_gemma":[0.00002471004,0.0001718631,0.04814755,0.0002013127,0.00002271224,0.001868593,0.7986008,0.002602199,0.001295732,0.003558593,0.1434535,0.00005252577],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725916,0.000192378,0.0008892682,0.002538902,0.00001098772,0.00007361508,0.00006122369,0.00001423316,0.02362773],"genre_scores_gemma":[0.9895392,0.0003366701,0.0009048592,0.0001894959,0.000006766078,0.00003893969,0.00003705658,0.000008728101,0.008938265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.278372,"threshold_uncertainty_score":0.5600227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1982504345","doi":"10.1108/14637150810849418","title":"Modelling strategic actor relationships for risk management in organizations undergoing business process reengineering due to information systems adoption","year":2008,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Business process reengineering; Business process; Process management; Process (computing); Computer science; Risk management; Business process modeling; Risk analysis (engineering); Knowledge management; Originality; Risk management framework; Business process management; Business; IT risk management; Work in process; Marketing","authors":[{"name":"Subhas Chandra Misra","is_ca":true},{"name":"Uma Kumar","is_ca":true},{"name":"Vinod Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03556391002555254,"gpt":0.2253607314820648,"spread":0.1897968214565123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002974426,0.0005331105,0.0002955314,0.001230148,0.001199633,0.002766193,0.0008291024,0.001548476,0.005587935],"category_scores_gemma":[0.007684272,0.0004088391,0.001113174,0.0008511563,0.000900762,0.001807957,0.001838096,0.001319663,0.0004322689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013436,"about_ca_system_score_gemma":0.002890467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011689,"about_ca_topic_score_gemma":0.009187254,"domain_scores_codex":[0.9987761,0.000782388,0.0000548331,0.0001254552,0.0001244329,0.0001367027],"domain_scores_gemma":[0.9952065,0.00352482,0.0006024227,0.0001661971,0.0002961542,0.0002038628],"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":[0.0003049376,0.0003517308,0.02214656,0.0001345521,0.00007606944,0.001221586,0.006706594,0.7463671,0.002304135,0.1929845,0.001061146,0.0263411],"study_design_scores_gemma":[0.00002512029,0.00009992014,0.001987192,0.00004475008,0.00004144034,0.00007686229,0.002264761,0.9658583,0.0003747493,0.02573258,0.003473444,0.0000208418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5463585,0.0004639013,0.4157345,0.002017016,0.00008167762,0.0004064892,0.0001821387,0.0002710277,0.03448477],"genre_scores_gemma":[0.9516454,0.0003015245,0.04288957,0.00004240653,0.00001419642,0.0002618034,0.00009946352,0.00002723443,0.004718312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01011689,"threshold_uncertainty_score":0.02011603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2295026879","doi":"10.1108/bpmj-04-2015-0047","title":"Organizational knowledge generation: lessons from online communities","year":2016,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Knowledge Management and Sharing","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":"McGill University","funders":"","keywords":"Knowledge management; Computer science; Knowledge value chain; Personal knowledge management; Organizational learning; Knowledge sharing; Process (computing); Bridge (graph theory); Context (archaeology); Reuse; Engineering","authors":[{"name":"Fouad Zablith","is_ca":false},{"name":"Samer Faraj","is_ca":true},{"name":"Bijan Azad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08744581910091914,"gpt":0.3450567172332835,"spread":0.2576108981323644,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005203389,0.0003370757,0.0003425723,0.002224607,0.004414615,0.005893775,0.001897893,0.002524019,0.006322831],"category_scores_gemma":[0.02481477,0.0003208154,0.0005456406,0.001695813,0.006371119,0.01233903,0.005525043,0.001833937,0.0009253553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746212,"about_ca_system_score_gemma":0.002211205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919821,"about_ca_topic_score_gemma":0.0031281,"domain_scores_codex":[0.9972487,0.001788409,0.00007072245,0.000264091,0.0004489799,0.000178982],"domain_scores_gemma":[0.975673,0.01927182,0.0008119352,0.001831515,0.001390446,0.001021252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001307078,0.0004449697,0.01461122,0.0005273451,0.00004008417,0.001951453,0.1046132,0.003670421,0.0006460483,0.6532472,0.01095239,0.209165],"study_design_scores_gemma":[0.00008621267,0.000106295,0.004979868,0.0005948455,0.00002699591,0.001181287,0.05115705,0.01599947,0.001063087,0.8312472,0.09350614,0.00005139639],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4381334,0.006606729,0.1346557,0.04829559,0.0006392006,0.0005366273,0.0002694647,0.0004596323,0.3704037],"genre_scores_gemma":[0.9656889,0.001520387,0.02400513,0.0007433671,0.0001817167,0.0001335643,0.0001536767,0.00008490567,0.007488342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006322831,"threshold_uncertainty_score":0.02751851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402863633","doi":"10.1108/bpmj-11-2023-0902","title":"Strategic justification of integrated resource planning tools in organizations","year":2024,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Strategic planning; Knowledge management; Business; Process management; Resource (disambiguation); Computer science; Marketing","authors":[{"name":"Armin Mahmoodi","is_ca":true},{"name":"Leila Hashemi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06424088632663415,"gpt":0.3226062020144199,"spread":0.2583653156877858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004799288,0.0008743094,0.0006268283,0.001849146,0.001250396,0.004996234,0.001593617,0.001919209,0.004791471],"category_scores_gemma":[0.007824239,0.0005799637,0.0006504284,0.0017361,0.002051697,0.002983,0.002479022,0.001420773,0.0003057737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004754907,"about_ca_system_score_gemma":0.008161288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008463639,"about_ca_topic_score_gemma":0.00940296,"domain_scores_codex":[0.9946679,0.002953937,0.0001618813,0.0003678865,0.001408044,0.0004403722],"domain_scores_gemma":[0.9970181,0.001597508,0.0005548598,0.0001817083,0.0004886399,0.0001592537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005494967,0.00008327483,0.001040782,0.0001740152,0.00003623772,0.0002287414,0.0002776383,0.7475787,0.0007266103,0.2175927,0.0008074175,0.03139894],"study_design_scores_gemma":[0.00002287659,0.0001117099,0.0004884618,0.0001772419,0.00002798619,0.00004975954,0.0006764507,0.903559,0.0007946591,0.08725474,0.006807424,0.00002966188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09698171,0.0007985539,0.8160024,0.003185763,0.00007497876,0.0004610551,0.0001649016,0.0002515881,0.08207913],"genre_scores_gemma":[0.8698818,0.0003933795,0.1247186,0.0001253973,0.00001676705,0.0003721154,0.0000744458,0.00004965937,0.004367745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008463639,"threshold_uncertainty_score":0.03449941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285586599","doi":"10.1108/bpmj-12-2021-0758","title":"GRMI4.0: a guide for representing and modeling Industry 4.0 business processes","year":2022,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Business process; Business process modeling; Context (archaeology); Identification (biology); Process (computing); Artifact-centric business process model; Process modeling; Process management; Business model; Representation (politics); Originality; Value (mathematics); Knowledge management; Work in process; Business; Marketing","authors":[{"name":"Jérémie Mosser","is_ca":true},{"name":"Robert Pellerin","is_ca":true},{"name":"Mario Bourgault","is_ca":true},{"name":"Christophe Danjou","is_ca":true},{"name":"Nathalie Perrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03294503987521014,"gpt":0.2665904985372065,"spread":0.2336454586619963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007223135,0.003079983,0.001432402,0.005471404,0.001207229,0.0066493,0.005644477,0.003297495,0.02590362],"category_scores_gemma":[0.01310979,0.003174428,0.004493333,0.004236694,0.001422087,0.004086957,0.003924545,0.006143846,0.01716303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002221626,"about_ca_system_score_gemma":0.006336132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115308,"about_ca_topic_score_gemma":0.01324366,"domain_scores_codex":[0.9971339,0.0009422089,0.0007236809,0.0002894615,0.0007071758,0.000203648],"domain_scores_gemma":[0.9943785,0.003123517,0.0004893992,0.0009760688,0.0008624014,0.0001700507],"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":[0.0003380992,0.0003221034,0.003151903,0.006035017,0.0003711863,0.001375638,0.005028531,0.09746854,0.01145997,0.3739069,0.1953556,0.3051865],"study_design_scores_gemma":[0.0001315253,0.00008935236,0.0006472972,0.002052353,0.00009883682,0.0007711567,0.0004102357,0.08096913,0.004699367,0.06317005,0.846797,0.0001636574],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000710581,0.0003555384,0.9531146,0.000441874,0.00008131718,0.0008852356,0.006145497,0.03058187,0.007683637],"genre_scores_gemma":[0.004142681,0.0007779912,0.975849,0.0002192877,0.00002074067,0.00174505,0.007614327,0.004532665,0.005098312],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02590362,"threshold_uncertainty_score":0.08665621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500169884","doi":"10.1108/14637150710721159","title":"An assessment of facilitators and inhibitors for the adoption of enterprise application integration technology","year":2007,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Enterprise resource planning; Knowledge management; Computer science; Process management; Enterprise application integration; Process (computing); Enterprise system; Business; Enterprise architecture; Enterprise systems engineering","authors":[{"name":"Bouchaïb Bahli","is_ca":true},{"name":"Fei Ji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01464877537130547,"gpt":0.3381128483930372,"spread":0.3234640730217317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03325444,0.0007471435,0.0006126471,0.003527618,0.00141247,0.003373188,0.00101952,0.0007532075,0.002387471],"category_scores_gemma":[0.1061223,0.0006787834,0.0009161064,0.001751564,0.001479796,0.002895572,0.002546692,0.001660094,0.0003783465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002548637,"about_ca_system_score_gemma":0.007694493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002691554,"about_ca_topic_score_gemma":0.00371993,"domain_scores_codex":[0.9749189,0.009961683,0.003340374,0.001447705,0.00854349,0.001787776],"domain_scores_gemma":[0.7015525,0.1979522,0.05898808,0.007137047,0.02774396,0.006626277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002152842,0.0005659733,0.9119821,0.000682606,0.0001303946,0.0001820795,0.02042834,0.0005206636,0.001810875,0.001591207,0.0005882964,0.06130228],"study_design_scores_gemma":[0.00002364376,0.0008387858,0.9536673,0.0006445168,0.0002838386,0.0002217306,0.03240474,0.003207447,0.003144198,0.0005203264,0.00497491,0.00006854767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860724,0.0002798555,0.002935816,0.0003263407,0.00001081434,0.0004692973,0.0001037699,0.0000536293,0.009747951],"genre_scores_gemma":[0.9934093,0.0002972443,0.004790813,0.00005491235,0.000007945229,0.0003866945,0.0001251106,0.00001724157,0.0009108048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03325444,"threshold_uncertainty_score":0.1758684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}