{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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":"8bff5cea8d2a","filters":{"venue":"The Journal of Strategic Information Systems"}},"results":[{"id":"W2912800036","doi":"10.1016/j.jsis.2019.01.003","title":"Understanding digital transformation: A review and a research agenda","year":2019,"lang":"en","type":"review","venue":"The Journal of Strategic Information Systems","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":6194,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Digital transformation; Extant taxon; Process (computing); Value (mathematics); Transformation (genetics); Knowledge management; Process management; Political science; Business; Computer science; World Wide Web","authors":[{"name":"Grégory Vial","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5558021911202072,"gpt":0.3909495089433042,"spread":0.1648526821769031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006827686,0.0002095287,0.0008314028,0.0007358938,0.0002224003,0.001727768,0.0004599867,0.0001201799,0.00002443737],"category_scores_gemma":[0.00005120208,0.000118697,0.0001296338,0.001346262,0.00004090262,0.007674546,0.00005454502,0.0006041733,0.0003498891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132046,"about_ca_system_score_gemma":0.0002159706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002082941,"about_ca_topic_score_gemma":5.082046e-7,"domain_scores_codex":[0.9971623,0.00007808672,0.001674987,0.00005974106,0.0008263455,0.0001984787],"domain_scores_gemma":[0.9965116,0.0001362702,0.002182969,0.0002150653,0.0009438052,0.00001028974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002727914,0.00001546351,7.788465e-7,0.6453834,0.0003162903,0.000002287337,0.0008500444,0.00002801412,8.28928e-8,0.2327537,0.018025,0.1025977],"study_design_scores_gemma":[0.0001370682,0.0000201608,2.024316e-7,0.02695127,0.0005480463,0.0002842901,0.004305488,0.00005923669,9.40049e-9,0.0008988489,0.9666635,0.0001318867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003510344,0.9496459,0.0002123585,0.0009067092,0.0005154207,0.00114185,0.000008746762,0.00001296922,0.04755255],"genre_scores_gemma":[0.0009532073,0.9973599,0.000001233229,0.0007486032,0.0007771373,0.000008887071,0.00008872094,0.0000130462,0.00004925676],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9486385,"threshold_uncertainty_score":0.9993085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164546844","doi":"10.1016/s0963-8687(00)00042-1","title":"The use of collaborative electronic media for information sharing: an exploratory study of determinants","year":2000,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":681,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Perception; Task (project management); Information sharing; Exploratory research; Knowledge management; Electronic media; Computer science; Psychology; Internet privacy; World Wide Web; Sociology; Multimedia; Engineering","authors":[{"name":"Sirkka L. Järvenpää","is_ca":false},{"name":"D. Sandy Staples","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1123548371504539,"gpt":0.3225018456226165,"spread":0.2101470084721626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004037299,0.00007693856,0.0001944983,0.0001302132,0.000431785,0.0002819095,0.0004415666,0.0000415579,0.000008360417],"category_scores_gemma":[0.00009786382,0.00004485056,0.00003786341,0.0003549896,0.00008150402,0.005536739,0.00001661447,0.0001027804,0.000005148279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007202432,"about_ca_system_score_gemma":0.0002715024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001326347,"about_ca_topic_score_gemma":0.0008483405,"domain_scores_codex":[0.9979658,0.0002513202,0.001065557,0.00002545118,0.0005140704,0.0001778263],"domain_scores_gemma":[0.9971691,0.0002542612,0.001347265,0.0001462017,0.001043147,0.00004005872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007450578,0.0001119145,0.001158459,0.0001329122,0.0001585857,2.443951e-7,0.9272612,0.00865022,0.00001386981,0.04714377,0.0003252506,0.01429856],"study_design_scores_gemma":[0.00112057,0.0008512235,0.0006513525,0.00008481475,0.00007724451,0.00000220385,0.965982,0.00736525,0.00004192931,0.0005178137,0.02320317,0.0001024883],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940182,0.0000646919,0.0001186015,0.00001642312,0.0002555511,0.0008445603,0.000006132398,0.000007054377,0.004668766],"genre_scores_gemma":[0.9996422,0.0001807118,0.000006840852,0.000007257383,0.00008095964,0.00001393221,0.000002388265,0.000002536485,0.00006320931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04662596,"threshold_uncertainty_score":0.4014002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053043160","doi":"10.1016/j.jsis.2005.06.003","title":"Resource-based view and competitive strategy: An integrated model of the contribution of information technology to firm performance","year":2005,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":451,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; HEC Montréal","funders":"","keywords":"Complementarity (molecular biology); Competitive advantage; Perspective (graphical); Resource-based view; Knowledge management; Industrial organization; Business; Resource (disambiguation); Strategic management; Computer science; Marketing","authors":[{"name":"Suzanne Rivard","is_ca":true},{"name":"Louis Raymond","is_ca":true},{"name":"David Verreault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01681770861955589,"gpt":0.2209328520405362,"spread":0.2041151434209803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001296684,0.000150075,0.0003009281,0.0004990185,0.0001693356,0.0001255433,0.0004579955,0.0001494591,0.000006939852],"category_scores_gemma":[0.00006093575,0.0000877179,0.00005013108,0.0007437936,0.0001595971,0.005766236,0.00004735337,0.0002888697,0.00001613638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006186853,"about_ca_system_score_gemma":0.0001778156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005727162,"about_ca_topic_score_gemma":0.00001681528,"domain_scores_codex":[0.9980185,0.00002751186,0.001341688,0.00003669618,0.0004076815,0.0001678964],"domain_scores_gemma":[0.9956414,0.0000257312,0.002603447,0.0002211518,0.001493859,0.00001442826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000382977,0.00003895716,0.001030586,0.0004100084,0.00004627855,9.177241e-8,0.001111044,0.4452236,0.0003597608,0.5416675,0.0002430257,0.009486233],"study_design_scores_gemma":[0.003022954,0.0005158956,0.003785301,0.00120558,0.0001557204,0.00008035046,0.04894113,0.9066772,0.004326867,0.002239498,0.02865213,0.0003974146],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825928,0.00006740622,0.008859337,0.0007812011,0.0001031585,0.0005155499,0.00002053181,0.00003206234,0.00702802],"genre_scores_gemma":[0.9993395,0.00002735216,0.0001136337,0.0004282961,0.0000534135,0.000006896334,0.00002028803,0.00000370961,0.000006859912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.539428,"threshold_uncertainty_score":0.4180382,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070585139","doi":"10.1016/j.jsis.2009.06.001","title":"Managing sustainability with the support of business intelligence: Integrating socio-environmental indicators and organisational context","year":2009,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":262,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Sustainability; Knowledge management; Context (archaeology); Business; Process management; Process (computing); Business intelligence; Order (exchange); Phase (matter); Sustainability organizations; Information system; Management science; Computer science; Engineering","authors":[{"name":"Maira Petrini","is_ca":true},{"name":"Marlei Pozzebon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02622033231511022,"gpt":0.2420838812058387,"spread":0.2158635488907285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001607996,0.000136856,0.0001990594,0.0002006623,0.0002553771,0.000312086,0.0003638864,0.00004676631,0.00005377317],"category_scores_gemma":[0.00004518617,0.00006633255,0.00002903694,0.0004711048,0.0002460518,0.002963556,0.00004710941,0.0002122379,0.000008585026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006269977,"about_ca_system_score_gemma":0.0001136325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001146437,"about_ca_topic_score_gemma":0.000003474008,"domain_scores_codex":[0.9985949,0.0000290458,0.0007027152,0.00005353282,0.0004777428,0.0001420874],"domain_scores_gemma":[0.9978741,0.00007414017,0.001398874,0.0001489157,0.0004922032,0.00001175961],"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":[0.001570166,0.0003631749,0.04117507,0.002848087,0.0004456669,0.00001516434,0.03070564,0.02362983,0.0006007273,0.6558655,0.003839906,0.2389411],"study_design_scores_gemma":[0.0007957163,0.0002389796,0.0699289,0.0004026018,0.0002954324,0.000577671,0.8945664,0.007746105,0.0002105181,0.01415887,0.01056491,0.0005139015],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522812,0.000166887,0.03637673,0.00467666,0.000258676,0.0005192255,0.000008522824,0.00001756909,0.005694532],"genre_scores_gemma":[0.9993569,0.00003924585,0.00001688511,0.0003659351,0.0001853002,0.000001321038,0.00001474141,0.000004189588,0.00001549938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8638607,"threshold_uncertainty_score":0.3009453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2022383382","doi":"10.1016/j.jsis.2011.04.003","title":"An assessment of the use of Transaction Cost Theory in information technology outsourcing","year":2011,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":159,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal; Concordia University; HEC Montréal","funders":"","keywords":"Outsourcing; Extant taxon; Transaction cost; Normative; Empirical research; Business; Database transaction; Industrial organization; Knowledge management; Marketing; Computer science; Database; Political science; Finance; Epistemology","authors":[{"name":"Forough Karimi Alaghehband","is_ca":true},{"name":"Suzanne Rivard","is_ca":true},{"name":"Shikui Wu","is_ca":true},{"name":"Sylvain Goyette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05826254347606193,"gpt":0.2534723963440831,"spread":0.1952098528680211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00267495,0.0001021669,0.0002140753,0.0006717296,0.00008520371,0.0001168746,0.0003611083,0.00007111683,0.00001624796],"category_scores_gemma":[0.0000242115,0.00005828103,0.00006244689,0.0005449706,0.00006561766,0.005857422,0.00002654841,0.0002236999,0.000004315086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005029908,"about_ca_system_score_gemma":0.00004652454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00036992,"about_ca_topic_score_gemma":0.00001522345,"domain_scores_codex":[0.9982374,0.00008605194,0.001142629,0.00002800884,0.0003821421,0.0001237978],"domain_scores_gemma":[0.997264,0.00004343492,0.002032696,0.0002323833,0.0004203013,0.000007167921],"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":[0.0004217526,0.0001963148,0.04713731,0.001427452,0.0001927834,0.000001191635,0.01417564,0.6689824,0.0004519242,0.2579546,0.0001602734,0.008898285],"study_design_scores_gemma":[0.004236048,0.0003346426,0.1023968,0.001702058,0.0005179264,0.00009141407,0.3508734,0.5215845,0.0005723211,0.007871092,0.009278415,0.0005414129],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783609,0.00002056693,0.1997546,0.0003141173,0.001012357,0.0009628785,0.000005840598,0.00003234728,0.0142883],"genre_scores_gemma":[0.9997053,0.000008973309,0.0001262873,0.00008958409,0.00005070513,0.000004796283,0.000003398864,0.000004045947,0.00000691624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3366978,"threshold_uncertainty_score":0.4246489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980723926","doi":"10.1016/j.jsis.2019.101575","title":"Dynamic information technology capability: Concept definition and framework development","year":2019,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":150,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science; Development (topology); Process management; Systems engineering; Engineering; Mathematics","authors":[{"name":"Ting Li","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412551055582713,"gpt":0.2054248096356948,"spread":0.1912992990798677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009516376,0.0001436439,0.0002282076,0.000513583,0.0001826471,0.0003647699,0.0002755932,0.0002072907,0.00003648312],"category_scores_gemma":[0.00006140492,0.00009776709,0.00003286389,0.0004533265,0.00009149721,0.008646847,0.0000524734,0.0003659516,0.0005407978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007882366,"about_ca_system_score_gemma":0.0001074388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003106115,"about_ca_topic_score_gemma":0.000002499027,"domain_scores_codex":[0.9983054,0.00001186656,0.001097763,0.0000368873,0.0003637325,0.0001843007],"domain_scores_gemma":[0.9973165,0.00004198566,0.001828683,0.0001743705,0.0006284076,0.00001006028],"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":[0.00008346415,0.00001233985,0.001539307,0.0004299871,0.00005521572,5.458959e-7,0.002481411,0.001727955,0.0000286799,0.9867991,0.000224907,0.006617132],"study_design_scores_gemma":[0.006900254,0.0005284587,0.02278697,0.002028589,0.0002720029,0.001507742,0.4404809,0.05187382,0.0004034476,0.2496633,0.2217416,0.001812904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663302,0.0001346572,0.00802627,0.0005699082,0.000748896,0.0004300889,0.000003584597,0.00007784324,0.02367859],"genre_scores_gemma":[0.9990169,0.00003400572,0.0003493167,0.0005040005,0.00005179973,0.000006922836,0.00002128131,0.000003771111,0.00001193729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7371358,"threshold_uncertainty_score":0.6951042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005892383","doi":"10.1016/j.jsis.2004.10.001","title":"A resource-based view of competitive advantage at the Port of Singapore","year":2005,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Competitor analysis; Competitive advantage; Port (circuit theory); Resource (disambiguation); Natural resource; Quality (philosophy); Government (linguistics); Business; Position (finance); Investment (military); Industrial organization; Resource-based view; Environmental economics; Computer science; Marketing; Economics; Engineering; Finance","authors":[{"name":"John Gordon","is_ca":true},{"name":"Pui-Mun Lee","is_ca":false},{"name":"Henry C. Lucas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02153588358059211,"gpt":0.2229967679791055,"spread":0.2014608843985134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133698,0.00008443028,0.0002244264,0.00006642647,0.00004666327,0.00002072608,0.0001613998,0.0000387,0.00006896385],"category_scores_gemma":[0.00001152504,0.00004446258,0.00006481903,0.00009428169,0.00007564566,0.0002062067,0.0000110481,0.0001475109,0.000006344694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004917644,"about_ca_system_score_gemma":0.00005248153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001145155,"about_ca_topic_score_gemma":0.000004260898,"domain_scores_codex":[0.998585,0.00005228882,0.0009436424,0.00001540695,0.0003109697,0.00009263061],"domain_scores_gemma":[0.9987489,0.0001128343,0.000736656,0.0001418456,0.0002304797,0.00002929913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001340698,0.00003158393,0.0001760183,0.001232489,0.0001518959,0.000004487938,0.00462181,0.9562761,0.0005744378,0.0314134,0.00243434,0.002949413],"study_design_scores_gemma":[0.003155597,0.0007758717,0.001374868,0.002713834,0.0004443197,0.001689705,0.08843087,0.3065698,0.009115006,0.0002488469,0.5848672,0.0006141312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2840791,0.003835466,0.01451605,0.0003929053,0.0006320146,0.0007503054,0.0001603618,0.00004892192,0.6955848],"genre_scores_gemma":[0.9996658,0.0000881048,0.00005321735,0.00003582092,0.00007877351,8.833132e-7,0.000009262342,0.000005052639,0.0000631177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7155866,"threshold_uncertainty_score":0.1813131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2763518769","doi":"10.1016/j.jsis.2017.07.004","title":"How and why trust matters in post-adoptive usage: The mediating roles of internal and external self-efficacy","year":2017,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social psychology","authors":[{"name":"Stefan Tams","is_ca":true},{"name":"Jason Bennett Thatcher","is_ca":false},{"name":"Kevin Craig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06984312962461352,"gpt":0.326720303761151,"spread":0.2568771741365375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004942483,0.0001053272,0.0002533072,0.0002750098,0.0002750564,0.00102271,0.0008702884,0.00008080099,0.000005453938],"category_scores_gemma":[0.0003719956,0.00004990369,0.00004500155,0.00009788522,0.0002596549,0.002156198,0.0001153527,0.0003637257,0.000003233629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277377,"about_ca_system_score_gemma":0.00005662636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006859897,"about_ca_topic_score_gemma":0.00002009975,"domain_scores_codex":[0.9979724,0.0002187296,0.0009325136,0.00005732931,0.0006948119,0.0001242308],"domain_scores_gemma":[0.9961964,0.0003883858,0.002619385,0.0002923709,0.0004545143,0.00004893595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001554461,0.0003275753,0.6344391,0.0002257105,0.0004388656,0.00007448379,0.2115854,0.002317016,0.007030702,0.04503943,0.001864311,0.09510303],"study_design_scores_gemma":[0.002202541,0.0003195226,0.7644789,0.0002920545,0.00005938629,0.001531279,0.2223361,0.005807351,0.0003004277,0.001664815,0.0008424479,0.0001651409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944416,0.0001884854,0.0008195904,0.003695764,0.0002911315,0.000154349,0.000009407884,0.000006393626,0.0003932367],"genre_scores_gemma":[0.9995581,0.00007709174,0.0001002052,0.000188552,0.00004707519,0.000001322322,2.215258e-7,0.000002698572,0.00002476592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300399,"threshold_uncertainty_score":0.9862019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008002373","doi":"10.1016/j.jsis.2020.101599","title":"IT outsourcing success: A dynamic capability-based model","year":2020,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":77,"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":"Outsourcing; Conceptualization; Control reconfiguration; Dynamic capabilities; Knowledge management; Context (archaeology); Business; Extant taxon; Process management; Computer science; Marketing","authors":[{"name":"Forough Karimi-Alaghehband","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675605734915965,"gpt":0.2301968230836149,"spread":0.1934407657344552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191447,0.000165415,0.0002700804,0.0002092336,0.0002084525,0.0006435029,0.0004684342,0.00005162643,0.00002588516],"category_scores_gemma":[0.00006190241,0.0001072624,0.0001123744,0.0003636404,0.00003907923,0.002268433,0.00005313793,0.0002656223,0.000149709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006151925,"about_ca_system_score_gemma":0.00008598033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001234685,"about_ca_topic_score_gemma":0.000009812632,"domain_scores_codex":[0.9981361,0.00003969602,0.0009617801,0.00006243384,0.0005896108,0.0002104038],"domain_scores_gemma":[0.9981806,0.0000553619,0.001137307,0.0001783389,0.0004199461,0.00002846535],"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":[0.00007888006,0.00001107256,0.0003147195,0.0005748747,0.00002986881,0.000001859778,0.001722009,0.9926513,0.00003203751,0.002642588,0.001845532,0.00009527813],"study_design_scores_gemma":[0.0006025468,0.00002447924,0.00006228263,0.0001047071,0.00007448542,0.000006172187,0.01623594,0.9756736,0.000002262625,0.0002504485,0.006835262,0.0001278096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2109989,0.0001693622,0.643009,0.05310461,0.001302247,0.001170182,0.00001241897,0.0002180884,0.09001517],"genre_scores_gemma":[0.9939193,0.000003982358,0.00006619241,0.00555699,0.0004002447,0.000003630041,0.000009342809,0.000010532,0.00002981504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7829204,"threshold_uncertainty_score":0.6205313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047214489","doi":"10.1016/j.jsis.2012.01.001","title":"Factors of stickiness in transfers of know-how between MNC units","year":2012,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":70,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Absorptive capacity; Multinational corporation; Exploit; Subsidiary; Agile software development; Knowledge transfer; Business; Knowledge management; Competitive advantage; Strategic business unit; Context (archaeology); Empirical research; Unit (ring theory); Industrial organization; Computer science; Marketing","authors":[{"name":"Ali Reza Montazemi","is_ca":true},{"name":"Jeff J. Pittaway","is_ca":true},{"name":"Hamed Qahri‐Saremi","is_ca":true},{"name":"Yongbin Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1114406686979316,"gpt":0.2514847186227017,"spread":0.1400440499247701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969767,0.000104795,0.0002830995,0.0005987117,0.00004148801,0.00007243569,0.0002355375,0.00004814097,0.00001065184],"category_scores_gemma":[0.0000406465,0.00006638485,0.00004244697,0.0009808339,0.00003882292,0.002485264,0.00002191277,0.0001310356,0.000009640298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000285743,"about_ca_system_score_gemma":0.00003586167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006752947,"about_ca_topic_score_gemma":0.000004188636,"domain_scores_codex":[0.9984568,0.00003438692,0.0009700743,0.00002105055,0.0003659444,0.0001517868],"domain_scores_gemma":[0.9976868,0.00005624588,0.001228202,0.00009956249,0.0009189998,0.0000102126],"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":[0.0001307467,0.0001140135,0.1072396,0.003432065,0.0002217537,4.67593e-7,0.009227129,0.001613212,0.000325871,0.8746998,0.0005039205,0.002491417],"study_design_scores_gemma":[0.006863562,0.0003054341,0.3115782,0.00267919,0.0007273744,0.00001554243,0.6282024,0.004649024,0.001674028,0.001716899,0.04058269,0.001005669],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9115275,0.00006383757,0.0008244196,0.0000883828,0.0006616028,0.0002273352,0.000003906619,0.00000707893,0.08659596],"genre_scores_gemma":[0.9996037,0.000007457102,0.00000348893,0.00002545033,0.0003144075,0.000001036823,0.00001160452,0.000004968628,0.00002782084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8729829,"threshold_uncertainty_score":0.2707095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040874630","doi":"10.1016/j.jsis.2010.05.002","title":"The strategic value of IT insourcing: An IT-enabled business process perspective","year":2010,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Insourcing; Outsourcing; Business; Perspective (graphical); Value (mathematics); Industrial organization; Order (exchange); Process management; Strategic sourcing; Business process; Process (computing); Knowledge management; Business administration; Marketing; Strategic planning; Computer science; Work in process; Strategic financial management","authors":[{"name":"Wen Guang Qu","is_ca":false},{"name":"Wonseok Oh","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0275139019743917,"gpt":0.2526541084498481,"spread":0.2251402064754565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004367052,0.0002123999,0.0003116763,0.000315133,0.0005563514,0.001100144,0.0008196712,0.00008924666,0.00002698836],"category_scores_gemma":[0.00009190791,0.0001131053,0.00008576021,0.0007304204,0.0001306142,0.003445917,0.00005661929,0.0004894859,0.00003933428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004491264,"about_ca_system_score_gemma":0.0001860176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008401083,"about_ca_topic_score_gemma":0.00007866737,"domain_scores_codex":[0.9976298,0.00007071278,0.001141166,0.00007823198,0.0007961972,0.0002839361],"domain_scores_gemma":[0.9949009,0.000114366,0.002150205,0.0003484746,0.002459182,0.00002686017],"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":[0.0005072238,0.0001558053,0.000722524,0.001310928,0.0002883336,0.000007272216,0.01349147,0.2250634,0.0006635717,0.7555118,0.00201364,0.0002640197],"study_design_scores_gemma":[0.001498663,0.0001065898,0.001334346,0.000329838,0.0002405768,0.0001256994,0.8409194,0.1254041,0.00004362858,0.01465967,0.01497225,0.0003651783],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.860216,0.00006678706,0.0009769718,0.00428874,0.001756289,0.0005811866,0.000002716591,0.00004101336,0.1320703],"genre_scores_gemma":[0.998383,0.00002045788,0.00001260105,0.0003364008,0.001092525,0.000006908293,0.000005345494,0.00001370731,0.0001290825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.827428,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031495696","doi":"10.1016/j.jsis.2012.10.001","title":"IT service climate, antecedents and IT service quality outcomes: Some initial evidence","year":2012,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nomological network; Service level objective; Service (business); Service design; Service guarantee; Construct (python library); Service quality; Service delivery framework; Foundation (evidence); Business; Process management; Service product management; Knowledge management; Quality (philosophy); Set (abstract data type); Work (physics); Quality of service; Marketing; Computer science; Engineering; Political science","authors":[{"name":"Ronnie Jia","is_ca":false},{"name":"Blaize Horner Reich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1151465210666292,"gpt":0.3260423267919282,"spread":0.2108958057252991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003493779,0.0002010799,0.0003426747,0.0002385124,0.00031419,0.0005343159,0.000469282,0.0001469865,0.00003761692],"category_scores_gemma":[0.00008756149,0.0001289858,0.00005648562,0.0004501494,0.00004268753,0.02336835,0.0001152167,0.0003320171,0.0005279819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005249845,"about_ca_system_score_gemma":0.00006168515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005964569,"about_ca_topic_score_gemma":0.00004309214,"domain_scores_codex":[0.9974408,0.00004522829,0.001483941,0.00004602543,0.0006250399,0.0003589782],"domain_scores_gemma":[0.9961218,0.0001135036,0.002566159,0.0002221669,0.0009477162,0.00002868668],"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":[0.001513321,0.0002761178,0.1019972,0.01371763,0.0006825146,0.00000950767,0.03601926,0.003393828,0.0006707963,0.8279123,0.01164731,0.002160138],"study_design_scores_gemma":[0.009222587,0.0002725585,0.2348386,0.005039307,0.0008468343,0.001752686,0.6466099,0.01809759,0.0002926335,0.006250782,0.07426165,0.002514843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695158,0.0002307818,0.0001876116,0.005164699,0.001233922,0.0003268011,0.00001087234,0.00005713066,0.02327239],"genre_scores_gemma":[0.9863445,0.0001882135,0.00001111055,0.01288331,0.0005356936,0.000005795747,0.000008705674,0.000006696372,0.00001598158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8216616,"threshold_uncertainty_score":0.9902913,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207955630","doi":"10.1016/j.jsis.2021.101694","title":"Exploring the boundaries and processes of digital platforms for knowledge work: A review of information systems research","year":2021,"lang":"en","type":"review","venue":"The Journal of Strategic Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Data science; Knowledge management; Process (computing); Conceptual framework; Digitization; Macro; Information system; Management science; Engineering; Sociology","authors":[{"name":"Gerit Wagner","is_ca":true},{"name":"Julian Prester","is_ca":false},{"name":"Guy Paré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3642947684427305,"gpt":0.399163862760242,"spread":0.03486909431751145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01063021,0.0002022292,0.001157647,0.0003525246,0.0006611771,0.001577953,0.000572429,0.0001308131,0.000002066906],"category_scores_gemma":[0.0007923009,0.0001061213,0.0002324984,0.001259541,0.0005263226,0.01182355,0.00004396506,0.0003874743,0.000008057188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520964,"about_ca_system_score_gemma":0.003431926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004578055,"about_ca_topic_score_gemma":0.000006495651,"domain_scores_codex":[0.9956375,0.0002172743,0.003002983,0.00004874094,0.0008209986,0.0002724904],"domain_scores_gemma":[0.9915971,0.001546754,0.003304426,0.000189861,0.003287904,0.00007393282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004442217,0.00002444707,0.000001321901,0.4211681,0.0002893687,1.573613e-7,0.04665018,0.00004834703,5.148712e-9,0.1917161,0.0008852705,0.3391723],"study_design_scores_gemma":[0.0001170998,0.00008303031,2.021002e-7,0.1161781,0.0001578106,0.00004355956,0.06704214,0.000007588093,2.514062e-7,0.0002068119,0.8160642,0.00009921179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001070583,0.9685021,0.0003650667,0.00005245432,0.0007142898,0.002135033,0.0001032237,0.0000082171,0.02801255],"genre_scores_gemma":[0.02220404,0.977348,0.000005203917,0.000005000113,0.0001772923,0.0001326373,0.00007214237,0.000006880664,0.00004874252],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.815179,"threshold_uncertainty_score":0.9994585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890162846","doi":"10.1016/j.jsis.2018.09.002","title":"The CIO stereotype: Content, bias, and impact","year":2018,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; Dalhousie University","funders":"","keywords":"Stereotype (UML); Glass ceiling; Social psychology; Psychology; Perception; Face (sociological concept); Political science; Sociology","authors":[{"name":"Paola A. González","is_ca":true},{"name":"James McKeen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1810882486914909,"gpt":0.3387261793407108,"spread":0.1576379306492199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004396048,0.00005268295,0.0000883162,0.00005617589,0.000789571,0.0006108363,0.0002492749,0.0000281235,0.00001659343],"category_scores_gemma":[0.00006675397,0.0000234885,0.0000346829,0.0001308145,0.0001912722,0.0009771511,0.00002344412,0.00009670414,0.00005381284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004684912,"about_ca_system_score_gemma":0.00008808924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000403587,"about_ca_topic_score_gemma":0.000137742,"domain_scores_codex":[0.9989583,0.0002003044,0.0003883644,0.00001667613,0.0002973524,0.0001390174],"domain_scores_gemma":[0.9988025,0.0001398189,0.0005140061,0.00007800342,0.0004161916,0.00004940885],"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":[0.0005015142,0.00002489652,0.0128452,0.00011747,0.0005001862,0.00000259445,0.2450573,0.0001140006,0.00009415492,0.6940855,0.01833196,0.02832514],"study_design_scores_gemma":[0.001187403,0.0005367991,0.01139866,0.0002112881,0.00009485867,0.00007810642,0.7157268,0.002848594,0.00002369645,0.002748557,0.26492,0.0002252589],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7026362,0.0006732538,0.0002399128,0.0004220776,0.001163202,0.0002451998,0.000001337145,0.00001205733,0.2946067],"genre_scores_gemma":[0.9983633,0.0002943751,0.000002230964,0.00002868733,0.0004940258,6.846955e-7,2.626531e-7,0.000001614379,0.0008148799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.691337,"threshold_uncertainty_score":0.6072822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3131516971","doi":"10.1016/j.jsis.2021.101654","title":"Relating agility and electronic integration: The role of knowledge and process coordination mechanisms","year":2021,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Process (computing); Knowledge management; Process management; Business process; Business; Knowledge integration; Relation (database); Competitive advantage; Computer science; Work in process; Knowledge engineering; Marketing","authors":[{"name":"Salman Nazir","is_ca":false},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01244544887475074,"gpt":0.230971707737805,"spread":0.2185262588630543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001475215,0.00007479096,0.0001308153,0.00009244478,0.0001889443,0.0003061067,0.000102697,0.00003489496,0.000009742511],"category_scores_gemma":[0.0001063737,0.00004330061,0.00002004919,0.0003871488,0.00003805147,0.002252892,0.00003304241,0.0001562476,0.000003350701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002884575,"about_ca_system_score_gemma":0.0001173441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002936915,"about_ca_topic_score_gemma":0.0000238193,"domain_scores_codex":[0.9990373,0.00005338782,0.0005734628,0.00003520892,0.0002197018,0.00008092742],"domain_scores_gemma":[0.9974241,0.00009136557,0.0009845011,0.00008503681,0.001408517,0.000006442619],"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":[0.00008802205,0.00002989471,0.001184014,0.0004892586,0.00006959191,4.979984e-7,0.00564297,0.002078658,0.002548679,0.9825933,0.0001471916,0.005127953],"study_design_scores_gemma":[0.002346939,0.0001725144,0.003762682,0.001098919,0.0003962088,0.0005910352,0.4483723,0.2992828,0.005084733,0.2247176,0.0137254,0.0004488465],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934274,0.003077722,0.01564682,0.0009066022,0.0005579252,0.0005034842,0.000003245842,0.00002518059,0.04500502],"genre_scores_gemma":[0.9997177,0.00004125772,0.00001117929,0.00004435083,0.0001450066,0.000004051453,0.00000448973,0.000003116751,0.00002885212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7578757,"threshold_uncertainty_score":0.2951794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385749731","doi":"10.1016/j.jsis.2023.101788","title":"Literature review in the generative AI era - how to make a compelling contribution","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"National University of Singapore; Temple University","keywords":"Generative grammar; Cognitive science; History; Data science; Computer science; Artificial intelligence; Psychology","authors":[{"name":"Shan L. Pan","is_ca":false},{"name":"Rohit Nishant","is_ca":true},{"name":"Tuure Tuunanen","is_ca":false},{"name":"Fiona Fui‐Hoon Nah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0837011341671044,"gpt":0.2995584084113889,"spread":0.2158572742442845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003513016,0.0001164803,0.0002139042,0.0002784876,0.0001589911,0.00115379,0.0004488089,0.0000469539,0.000009414731],"category_scores_gemma":[0.0001070416,0.00005681848,0.0000498982,0.001758117,0.00001954766,0.002795729,0.00003746189,0.0003216381,0.0002079596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605576,"about_ca_system_score_gemma":0.0000346914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003057503,"about_ca_topic_score_gemma":0.00001088084,"domain_scores_codex":[0.9986463,0.00007163183,0.0006098315,0.00004243345,0.0004612778,0.0001685649],"domain_scores_gemma":[0.9981901,0.00006886791,0.0006548692,0.0001639857,0.0009133506,0.00000882823],"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":[0.0004749049,0.000101193,0.0008114575,0.01292177,0.0001916564,0.0001186068,0.01212227,0.05405157,0.0007005702,0.5449356,0.3614355,0.01213485],"study_design_scores_gemma":[0.001178803,0.0000864532,0.00284483,0.02443074,0.0002166511,0.0007844669,0.02774216,0.07102294,0.00006017367,0.003980942,0.8670185,0.0006333971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3976302,0.05952105,0.1097942,0.3611791,0.01482169,0.01170299,0.0002610774,0.0003864836,0.04470321],"genre_scores_gemma":[0.9887621,0.002538122,0.000008670769,0.007644451,0.000895241,0.00001133115,0.00009898758,0.000004089289,0.00003697289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5911319,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391923945","doi":"10.1016/j.jsis.2024.101822","title":"Unpacking the process of conceptual leaping in the conduct of literature reviews","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":10,"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":"Unpacking; Process (computing); Process management; Computer science; Psychology; Engineering; Linguistics; Philosophy; Programming language","authors":[{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.087827695562706,"gpt":0.3314158064520817,"spread":0.2435881108893757,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005162093,0.00006989435,0.0001665505,0.0001008367,0.00003872785,0.000258193,0.0008100079,0.0000355267,0.000001177435],"category_scores_gemma":[0.0000813945,0.00002721734,0.00005201702,0.0006046844,0.00005016989,0.002012647,0.00002096779,0.0003508077,0.000001390335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001349109,"about_ca_system_score_gemma":0.00009160782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001250111,"about_ca_topic_score_gemma":3.010928e-7,"domain_scores_codex":[0.9985923,0.0002532482,0.0007468222,0.00002649886,0.0003072756,0.0000738869],"domain_scores_gemma":[0.9983615,0.0004959083,0.0007305676,0.0001949591,0.000207163,0.000009916394],"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":[0.00002831295,0.00001796164,0.00003886867,0.00284535,0.00008030229,0.000009083442,0.4116694,0.02318199,0.0004237486,0.5535719,0.001845994,0.00628704],"study_design_scores_gemma":[0.001441252,0.001743258,0.0005082084,0.04482195,0.0002775181,0.01087369,0.3598359,0.3396579,0.005225617,0.02370604,0.2109392,0.0009695134],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2760781,0.1213556,0.5823327,0.003554733,0.003609333,0.002100914,0.0000142167,0.000145766,0.0108087],"genre_scores_gemma":[0.9988731,0.000687909,0.0003118483,0.0000508745,0.00006665964,0.000003625791,4.502004e-7,0.000001716003,0.000003860897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.722795,"threshold_uncertainty_score":0.2489761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391908065","doi":"10.1016/j.jsis.2024.101821","title":"Evolving strategic IS themes","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Process management; Management science; Computer science; Political science; Business; Economics","authors":[{"name":"Benoit A. Aubert","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03402675950299063,"gpt":0.2332469975325294,"spread":0.1992202380295388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001148337,0.0001638931,0.0002076118,0.0004170178,0.0002023242,0.001577081,0.000442306,0.0001116817,0.0001790345],"category_scores_gemma":[0.00001586831,0.00009579401,0.0001071822,0.0005705229,0.00006245251,0.009096154,0.00003509953,0.0003789566,0.001001107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000531836,"about_ca_system_score_gemma":0.0001400192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001240719,"about_ca_topic_score_gemma":0.000002487574,"domain_scores_codex":[0.9982138,0.00001242695,0.001003272,0.00004519358,0.0005071908,0.0002181413],"domain_scores_gemma":[0.9982911,0.00004509517,0.0009264646,0.0001779411,0.0005484921,0.00001091781],"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":[0.00003407385,0.000008343482,0.00004958915,0.0006034003,0.0001004601,0.000008129044,0.00155052,0.001117329,0.00008285529,0.980537,0.01494816,0.000960145],"study_design_scores_gemma":[0.001821799,0.0002140283,0.0005442782,0.001950169,0.0004322971,0.001686992,0.2835713,0.2650156,0.00032734,0.1527413,0.2906446,0.001050227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3907023,0.002748082,0.001614169,0.001727163,0.003336182,0.0003834764,0.00001122956,0.0002541752,0.5992233],"genre_scores_gemma":[0.9982097,0.0001077886,0.00001118529,0.0006641497,0.0007957019,0.000003604968,0.000005843604,0.000008257805,0.0001937683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8277957,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378009739","doi":"10.1016/j.jsis.2023.101775","title":"DEI in the IS discipline: What can we do better?","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Inclusion (mineral); Equity (law); Diversity (politics); Public relations; Academic community; Political science; Sociology; Social science; Law","authors":[{"name":"Jane Fedorowicz","is_ca":false},{"name":"Fay Cobb Payton","is_ca":false},{"name":"Yolande E. Chan","is_ca":true},{"name":"Dov Te’eni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06743072951103996,"gpt":0.3337254883539061,"spread":0.2662947588428661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003499481,0.00005607912,0.00009199419,0.0001950524,0.0003316586,0.000401638,0.0004730435,0.00007431593,0.00001250043],"category_scores_gemma":[0.00002378679,0.00002941233,0.00003447334,0.0006832785,0.00009176512,0.001222018,0.0000135393,0.000231627,0.00007015195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006875728,"about_ca_system_score_gemma":0.0002013024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002301272,"about_ca_topic_score_gemma":0.000101424,"domain_scores_codex":[0.9986897,0.0002262382,0.0004500335,0.00002439917,0.0004455816,0.0001640816],"domain_scores_gemma":[0.9991983,0.0001250832,0.0003828715,0.0001293989,0.0001392678,0.00002512194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001015408,0.00001620089,0.001522191,0.00003928737,0.00002709818,0.000002146423,0.9325766,0.000633774,0.0000148349,0.05334325,0.005664736,0.006149709],"study_design_scores_gemma":[0.0001218234,0.00002400707,0.001961814,0.0000674136,0.00001018925,0.0000346279,0.9763585,0.0001184239,0.000008016789,0.01436096,0.006891208,0.00004295809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483069,0.000297578,0.00004334468,0.03654504,0.001526313,0.0002411267,0.000002598839,0.00002357776,0.01301349],"genre_scores_gemma":[0.9983351,0.00112584,0.000003644062,0.0002404859,0.0002203843,0.000006209655,0.000002102083,0.00000179121,0.00006440098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05002821,"threshold_uncertainty_score":0.3873005,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403912518","doi":"10.1016/j.jsis.2024.101868","title":"A process model for design-oriented machine learning research in information systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Process (computing); Artificial intelligence; Machine learning; Programming language","authors":[{"name":"Hamed M. Zolbanin","is_ca":false},{"name":"Benoit A. Aubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2526160531350181,"gpt":0.3664771014690225,"spread":0.1138610483340044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007651747,0.0001390064,0.0002149065,0.001095476,0.0002423079,0.001602113,0.0003947132,0.00009110101,0.000005289602],"category_scores_gemma":[0.0001325576,0.00008634808,0.00004568278,0.00123481,0.00004347147,0.01314425,0.0000429811,0.0005211109,0.0001170372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009453426,"about_ca_system_score_gemma":0.0002092984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003151172,"about_ca_topic_score_gemma":0.000005488078,"domain_scores_codex":[0.9976768,0.00006365569,0.00116251,0.0000553372,0.0007649965,0.0002766346],"domain_scores_gemma":[0.9973963,0.000177497,0.0006278675,0.0001250148,0.001658676,0.00001463495],"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":[0.0002937337,0.00001505868,0.00005939473,0.003977933,0.00003000877,0.000001719129,0.002371212,0.9049348,0.00002911918,0.08590211,0.001084545,0.00130033],"study_design_scores_gemma":[0.0002688589,0.00003054925,0.000008240795,0.0009309608,0.00002179308,0.00005955541,0.01105952,0.9685579,0.000007264779,0.001086015,0.01786846,0.0001008753],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04374022,0.001775454,0.935587,0.0006134407,0.002760459,0.002284568,0.00003227297,0.0001259606,0.01308063],"genre_scores_gemma":[0.9992341,0.00006970326,0.00004134786,0.00004324655,0.0004305427,0.00004471176,0.00005998424,0.000009058112,0.00006726372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9554939,"threshold_uncertainty_score":0.9994343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391765616","doi":"10.1016/j.jsis.2024.101820","title":"Strategic utilization of software patents to counteract rival penetration in the IT industry","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Penetration (warfare); Business; Industrial organization; Software; Chemistry; Computer science; Economics; Management","authors":[{"name":"Sunghun Chung","is_ca":false},{"name":"Kunsoo Han","is_ca":true},{"name":"Animesh Animesh","is_ca":true},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2829867231661869,"gpt":0.2893025011331175,"spread":0.006315777966930558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178745,0.0001248001,0.0001635397,0.0003642946,0.0001022251,0.0007216799,0.0003647101,0.000110174,0.00008453093],"category_scores_gemma":[0.00005761975,0.00006384974,0.00005482342,0.0007060425,0.00002320357,0.002983124,0.00002292883,0.0004238208,0.0001834803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004420625,"about_ca_system_score_gemma":0.00009908884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003723722,"about_ca_topic_score_gemma":0.00002061228,"domain_scores_codex":[0.9982143,0.00007460004,0.0009355197,0.00004750966,0.0005828367,0.0001452492],"domain_scores_gemma":[0.9987782,0.0000929613,0.0005195729,0.0001195314,0.0004796715,0.00001009304],"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":[0.003785942,0.0007391422,0.01127233,0.01407546,0.000742441,0.0001320224,0.101567,0.5229734,0.002866139,0.2646393,0.06312051,0.01408635],"study_design_scores_gemma":[0.003425351,0.001146777,0.01449971,0.01058536,0.0005996407,0.001045867,0.4068216,0.4755604,0.0004667574,0.01353303,0.07092926,0.001386235],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965159,0.0001656365,0.001505743,0.0005301982,0.001396154,0.0005214909,0.000007412541,0.00001941405,0.03069494],"genre_scores_gemma":[0.9988973,0.00002340079,0.000004953856,0.0005813368,0.0004060453,0.000004583099,0.00002200364,0.000006557127,0.00005377883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3052547,"threshold_uncertainty_score":0.6959176,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415200767","doi":"10.1016/j.jsis.2025.101936","title":"Virtual virtues: a governance framework of moral consequentialism and deontological ethics for immersive virtual reality platforms","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Consequentialism; Corporate governance; Virtual reality; Premise; Business ethics; Stakeholder; Intersection (aeronautics); Immersive technology","authors":[{"name":"Arash Saghafi","is_ca":true},{"name":"Spyros Angelopoulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1430705713335411,"gpt":0.4002433528483979,"spread":0.2571727815148568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007642971,0.0001083197,0.0003455597,0.00005960195,0.0006428697,0.0002226316,0.000331506,0.0004514115,0.000004473726],"category_scores_gemma":[0.002207386,0.00007074216,0.0001042597,0.000188904,0.0008074392,0.001307539,0.00003051304,0.0007494282,0.000001096157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213021,"about_ca_system_score_gemma":0.001196396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699867,"about_ca_topic_score_gemma":0.0001431133,"domain_scores_codex":[0.9978809,0.0003022836,0.0009059265,0.00004841196,0.0006521215,0.0002103415],"domain_scores_gemma":[0.9949467,0.002070735,0.001344418,0.0001042365,0.001445084,0.00008885318],"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":[0.0002194742,0.0000118036,0.00003935683,0.00005698336,0.0000716716,4.903449e-7,0.05182106,0.0003388298,0.00003876807,0.9469432,0.000258273,0.0002000943],"study_design_scores_gemma":[0.001294007,0.0009038796,0.0007209142,0.0008539187,0.0001455974,0.00002314103,0.5865566,0.0007347513,0.0001630629,0.403897,0.004484949,0.000222203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8258961,0.001076636,0.1080585,0.02116198,0.003693394,0.00143986,0.0002115722,0.00002378269,0.03843818],"genre_scores_gemma":[0.9981472,0.0009485245,0.00007982933,0.000565473,0.0001643117,0.000003335886,0.000002424188,0.000002481483,0.00008641857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5430462,"threshold_uncertainty_score":0.4944499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415754541","doi":"10.1016/j.jsis.2025.101941","title":"When digital platforms enter informal sectors: work formalization and institutional change","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":3,"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":"Work (physics); Institutional logic; Corporate governance; Informal sector; Service (business); Digital ecosystem; Digital Revolution","authors":[{"name":"Isam Faik","is_ca":true},{"name":"Michelle Yah Ting Gwee","is_ca":false},{"name":"Felix Ter Chian Tan","is_ca":false},{"name":"Carmen Leong","is_ca":false},{"name":"Fithra Faisal Hastiadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03852420297638212,"gpt":0.2516300059842813,"spread":0.2131058030078991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00117123,0.00009380747,0.0001388727,0.000221871,0.0004499841,0.0007672551,0.000188976,0.00008733774,0.00001335016],"category_scores_gemma":[0.00003416205,0.00006219449,0.00004818045,0.0002712095,0.0001467125,0.01552807,0.00001841937,0.0001397057,0.0000175319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008737062,"about_ca_system_score_gemma":0.0002298812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006623671,"about_ca_topic_score_gemma":0.00001791159,"domain_scores_codex":[0.9987326,0.0000190834,0.0007280869,0.00002701101,0.0003229093,0.0001703562],"domain_scores_gemma":[0.9990736,0.00007906723,0.0004541885,0.00006215765,0.0002677187,0.00006331743],"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":[0.0002827887,0.0000268823,0.004570213,0.0001862535,0.0001094343,6.872395e-7,0.08933917,0.001658593,4.187817e-7,0.8697177,0.001182557,0.0329253],"study_design_scores_gemma":[0.003831109,0.0003961365,0.008016677,0.001919958,0.0001286301,0.0001934238,0.2296673,0.004647821,0.00002689214,0.02798844,0.7225154,0.0006681819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5176248,0.000312867,0.02360851,0.0008266906,0.001621313,0.0007512304,0.00002560224,0.00004466513,0.4551843],"genre_scores_gemma":[0.9992008,0.0001271787,0.00001425675,0.0002698837,0.0001826967,0.000007249741,0.0000233418,0.000001714861,0.0001728878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8417293,"threshold_uncertainty_score":0.9982412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413095381","doi":"10.1016/j.jsis.2025.101923","title":"Generative mechanisms of IT-enabled transformation of a hospital laboratory: A critical realist evaluation","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Generative grammar; Transformation (genetics); Computer science; Artificial intelligence; Chemistry","authors":[{"name":"Sampath Bemgal","is_ca":true},{"name":"Nicole Haggerty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1394984270186384,"gpt":0.4005537592584726,"spread":0.2610553322398342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01931924,0.000143631,0.0005840677,0.0007175015,0.0001731022,0.0003089545,0.0006193958,0.0001033007,0.00006606456],"category_scores_gemma":[0.001813759,0.00008193956,0.0001621893,0.00133065,0.0001042838,0.002114133,0.00003394509,0.0001798796,0.00001278876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009821792,"about_ca_system_score_gemma":0.0007410353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005813234,"about_ca_topic_score_gemma":0.000008896714,"domain_scores_codex":[0.9919496,0.001074651,0.003751535,0.00007991763,0.002989964,0.0001543832],"domain_scores_gemma":[0.9871957,0.001345483,0.002781543,0.0003764656,0.008242276,0.00005849287],"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":[0.0002288668,0.00005202352,0.00002300882,0.0001337057,0.00007604523,6.375154e-7,0.01090351,0.01742066,0.002137374,0.9644136,0.003788655,0.000821862],"study_design_scores_gemma":[0.002770344,0.001132683,0.0006447551,0.001168524,0.0002422123,0.00007415113,0.2524686,0.229599,0.004319229,0.5049227,0.002390486,0.000267381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09161685,0.0005707957,0.867281,0.001447366,0.00282963,0.00103451,0.0001028076,0.00001077851,0.0351063],"genre_scores_gemma":[0.9992659,0.000008280302,0.000540378,0.00007540852,0.0000583283,0.000008255157,0.000002504325,0.000003145239,0.00003781097],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.907649,"threshold_uncertainty_score":0.6695701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411094478","doi":"10.1016/j.jsis.2025.101907","title":"How do IT misalignments and IT ambidexterity imbalances lead to organizational agility? Substitution, complementarity, and contingency interdependencies with a configurational approach","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":2,"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":"Spanish National Plan for Scientific and Technical Research and Innovation","keywords":"Ambidexterity; Complementarity (molecular biology); Interdependence; Substitution (logic); Contingency; Lead (geology); Industrial organization; Economics; Microeconomics; Business; Computer science; Knowledge management","authors":[{"name":"Ana Ortíz de Guinea","is_ca":false},{"name":"Louis Raymond","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02281560396969248,"gpt":0.2281426458147245,"spread":0.205327041845032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007958618,0.000132777,0.0002026173,0.0002153144,0.0003112546,0.001042155,0.0002050782,0.00005580002,0.00001253916],"category_scores_gemma":[0.0000444121,0.0000863259,0.00001739541,0.0003065451,0.0001319113,0.003752365,0.00005865599,0.0001464804,0.000006262915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004280956,"about_ca_system_score_gemma":0.00009046176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001318377,"about_ca_topic_score_gemma":0.00005371616,"domain_scores_codex":[0.9988129,0.00001844854,0.0005981158,0.00006238083,0.0003751063,0.0001330059],"domain_scores_gemma":[0.9982732,0.00002821168,0.0007561625,0.00009278143,0.0008370712,0.00001255983],"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":[0.0002224551,0.00003769062,0.02551054,0.0006352365,0.0001634187,0.000001270103,0.001962891,0.0004050619,0.0001995511,0.9661321,0.004373537,0.0003562753],"study_design_scores_gemma":[0.01107308,0.0005719313,0.1303789,0.002316355,0.0006398231,0.001290416,0.6692907,0.02883157,0.000721402,0.03584629,0.1173788,0.001660857],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158173,0.0001529395,0.03379083,0.006989366,0.0003491529,0.000666306,0.00002396223,0.00003464689,0.04217548],"genre_scores_gemma":[0.998382,0.00002873063,0.0001348979,0.001234595,0.00008543642,0.000007519789,0.0000280235,0.000002440311,0.00009636366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9302858,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206989492","doi":"10.1016/j.jsis.2021.101684","title":"Welcome to this 3RD issue of Volume 30 of The Journal of Strategic Information Systems","year":2021,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Operations research; Library science; Computer science; Engineering; Political science; Law; Physics","authors":[{"name":"Guy G. Gable","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07274773818460085,"gpt":0.2671962652390186,"spread":0.1944485270544177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003309272,0.0002034535,0.0005487688,0.0004493713,0.0001574389,0.0005071957,0.0009698063,0.0001238636,0.0002393743],"category_scores_gemma":[0.0001346359,0.0001153437,0.0001465862,0.001068486,0.00008584205,0.006971068,0.0001319684,0.0003610505,0.0001816792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006488692,"about_ca_system_score_gemma":0.0003501997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005618336,"about_ca_topic_score_gemma":0.000007461986,"domain_scores_codex":[0.9955537,0.000114133,0.002849211,0.00004282391,0.001221849,0.0002182657],"domain_scores_gemma":[0.9891546,0.00007839118,0.005969331,0.0003820307,0.004384246,0.0000313447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002380191,0.0006246114,0.00734748,0.03097929,0.00186431,0.00002915234,0.02339854,0.4865113,0.0118501,0.2998267,0.1282335,0.006954785],"study_design_scores_gemma":[0.004621678,0.0007646676,0.00815257,0.01087529,0.001598952,0.003958482,0.3691205,0.06857615,0.00474816,0.002407716,0.5236928,0.001482939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8849343,0.001561878,0.01010742,0.001429782,0.01399358,0.00114778,0.0001158561,0.0000286614,0.08668074],"genre_scores_gemma":[0.9985758,0.0001224261,0.0000232065,0.00018486,0.0009265904,0.000001555622,0.00001515823,0.000007758055,0.0001426166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4179352,"threshold_uncertainty_score":0.5053856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378802969","doi":"10.1016/j.jsis.2023.101777","title":"Welcome to the second issue of Volume 32 of the Journal of Strategic Information Systems","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Library science; Business; Computer science; Physics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07954311318095586,"gpt":0.269531318370101,"spread":0.1899882051891452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005297766,0.0001939848,0.0004505183,0.0005821355,0.0002192475,0.0005100828,0.001355989,0.0001038559,0.0001098049],"category_scores_gemma":[0.00009836659,0.00009246953,0.0001439659,0.00155308,0.0001009627,0.006227559,0.0001402884,0.000367242,0.0002762591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004752259,"about_ca_system_score_gemma":0.0001994215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003968609,"about_ca_topic_score_gemma":0.0000206355,"domain_scores_codex":[0.9958928,0.0001084363,0.002567747,0.00003841288,0.001155949,0.0002366285],"domain_scores_gemma":[0.9914114,0.0001121382,0.005600928,0.0003932959,0.002457034,0.00002521878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001669604,0.0001899921,0.003998158,0.0184909,0.001132751,0.000008044492,0.02220235,0.6008615,0.003391124,0.1431361,0.2008766,0.004042871],"study_design_scores_gemma":[0.002252534,0.0004567054,0.01169125,0.004025383,0.0006261508,0.001177589,0.3106377,0.08808114,0.0009379727,0.00185048,0.5775152,0.000747876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559959,0.0004079569,0.002547558,0.001504866,0.009352718,0.001050782,0.0001014442,0.00002697499,0.02901182],"genre_scores_gemma":[0.9983931,0.00006907058,0.000005017497,0.0001732784,0.001078305,0.000002800191,0.00001313872,0.000008031168,0.000257252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5127804,"threshold_uncertainty_score":0.491874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323353611","doi":"10.1016/j.jsis.2023.101765","title":"Welcome to the first issue of Volume 32 of The Journal of Strategic Information Systems","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Political science; Library science; Data science; Computer science; Law; Physics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0809961696162692,"gpt":0.2672347033589553,"spread":0.1862385337426861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005005275,0.0001958884,0.0004443106,0.0005741908,0.0002698671,0.000512439,0.00143881,0.0001024964,0.00004632027],"category_scores_gemma":[0.0001196856,0.00009279377,0.0001470948,0.001688744,0.0001040471,0.005862975,0.0001506954,0.0003458602,0.0002836423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005235554,"about_ca_system_score_gemma":0.0001750422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007165187,"about_ca_topic_score_gemma":0.00002254981,"domain_scores_codex":[0.9958633,0.00008093033,0.002546304,0.00003834276,0.001232732,0.0002383865],"domain_scores_gemma":[0.9914834,0.0001143348,0.005510534,0.000403313,0.002464683,0.00002366639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001076879,0.0001292651,0.004148297,0.01035012,0.0006379781,0.000004941191,0.0141198,0.7556319,0.0006125727,0.08635529,0.1246831,0.002249925],"study_design_scores_gemma":[0.002149981,0.0004445534,0.01562521,0.005224683,0.0007187635,0.001006712,0.2605319,0.1203532,0.0004190349,0.001320354,0.5914785,0.0007271257],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402153,0.000664067,0.00489198,0.004665979,0.01518065,0.001758767,0.0001106256,0.00004862434,0.03246404],"genre_scores_gemma":[0.998458,0.0001174752,0.000004633686,0.0001818144,0.001117043,0.000003202086,0.00001181911,0.000008103681,0.00009792249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6352787,"threshold_uncertainty_score":0.4941461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412950903","doi":"10.1016/j.jsis.2025.101925","title":"IT investment differentiation, strategic distinctiveness, and firm performance","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Optimal distinctiveness theory; Business; Investment (military); Industrial organization; Political science; Psychology","authors":[{"name":"Inmyung Choi","is_ca":false},{"name":"Alain Pinsonneault","is_ca":true},{"name":"Kunsoo Han","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03263592744135663,"gpt":0.2317036888756868,"spread":0.1990677614343302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157984,0.0001281639,0.0001794247,0.0003661943,0.0002792968,0.0005593005,0.000210395,0.00004140988,0.00001645765],"category_scores_gemma":[0.00001548405,0.00008419647,0.00003204312,0.0005003443,0.00005579227,0.001811686,0.00006470451,0.0001453283,0.0000571025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655833,"about_ca_system_score_gemma":0.00006076235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002416405,"about_ca_topic_score_gemma":0.000005309336,"domain_scores_codex":[0.9987233,0.00002530765,0.0007862514,0.00004784988,0.0002828101,0.0001344338],"domain_scores_gemma":[0.9982461,0.00002909106,0.000876629,0.0001285786,0.0007108132,0.000008836772],"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":[0.00006625476,0.00002582296,0.001649032,0.0007373492,0.00007206295,4.258571e-7,0.0002800127,0.000465293,0.00002246857,0.9950948,0.001181767,0.0004047435],"study_design_scores_gemma":[0.009844054,0.0003167486,0.1103067,0.00324977,0.001099894,0.000118968,0.1705424,0.2889888,0.0001211815,0.07226797,0.3416285,0.001514999],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3207575,0.000144961,0.000750715,0.0007834969,0.001176149,0.0003260022,0.000001179393,0.00002324974,0.6760367],"genre_scores_gemma":[0.9978853,0.0000416663,0.000007109589,0.001477074,0.0002587452,0.000007475821,0.00001235721,0.000003761211,0.0003064969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9228268,"threshold_uncertainty_score":0.5393348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401876476","doi":"10.1016/j.jsis.2024.101852","title":"Welcome to the third issue of Volume 33 of the Journal of Strategic Information Systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Data science; Political science; Computer science; Physics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06821358119924247,"gpt":0.2714055177944604,"spread":0.2031919365952179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005062698,0.0002076236,0.0004381154,0.000530386,0.0001856373,0.0009009339,0.001321269,0.0001085702,0.00005273626],"category_scores_gemma":[0.00008897054,0.0000939243,0.0001689937,0.001232739,0.0001075615,0.007511375,0.0001219263,0.0004599054,0.0001974841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006245536,"about_ca_system_score_gemma":0.0002692729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006741888,"about_ca_topic_score_gemma":0.0000113775,"domain_scores_codex":[0.9957931,0.0001060008,0.002608858,0.0000421174,0.001235466,0.0002144246],"domain_scores_gemma":[0.9934508,0.0001175331,0.003797798,0.0003734163,0.002236179,0.00002431309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001296073,0.0001722657,0.001435885,0.02170134,0.001219296,0.000009531808,0.0213304,0.4459584,0.001988183,0.3659614,0.1330625,0.005864625],"study_design_scores_gemma":[0.001270897,0.0004468524,0.002911017,0.008648898,0.001025115,0.001916333,0.2074017,0.1405636,0.000592913,0.002292121,0.6322381,0.0006923792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8389727,0.004488237,0.02345934,0.005393934,0.03434428,0.002591093,0.000217689,0.00007273793,0.09046],"genre_scores_gemma":[0.9980654,0.0001375838,0.000008969923,0.000163567,0.001476502,0.000002578769,0.00000839413,0.000008464873,0.0001285942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4991756,"threshold_uncertainty_score":0.8687726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388741987","doi":"10.1016/j.jsis.2023.101807","title":"Welcome to the fourth issue of volume 32 of the Journal of Strategic Information Systems","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Political science; Library science; Computer science; Physics; Law; Thermodynamics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08822652012568821,"gpt":0.2731015507997225,"spread":0.1848750306740343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005543982,0.0002004,0.0004606222,0.0006055669,0.0002322814,0.0005112845,0.001430529,0.0001023938,0.00004577997],"category_scores_gemma":[0.0001336094,0.00009449565,0.000153186,0.001694652,0.0001025693,0.006004893,0.0001491674,0.0003680903,0.0002615147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004949685,"about_ca_system_score_gemma":0.0002082542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006432832,"about_ca_topic_score_gemma":0.0000138159,"domain_scores_codex":[0.9956973,0.000116532,0.002587911,0.00003921961,0.001310416,0.0002485964],"domain_scores_gemma":[0.9910148,0.0001166316,0.005787452,0.0004101725,0.002644572,0.00002630721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001045991,0.0001158939,0.002779066,0.007825704,0.0006376505,0.000004882399,0.01196409,0.7909189,0.00111862,0.098273,0.08202258,0.003293569],"study_design_scores_gemma":[0.002802704,0.0006029818,0.01394399,0.005704531,0.0009659168,0.001370061,0.3739942,0.195243,0.0006107351,0.002293128,0.4015483,0.0009204762],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429862,0.000546449,0.008467977,0.003058299,0.0137707,0.001602864,0.0001021714,0.00004428152,0.0294211],"genre_scores_gemma":[0.9983943,0.000118633,0.000008301678,0.0001530034,0.001179929,0.000002955617,0.00001298938,0.000008459147,0.0001214032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595676,"threshold_uncertainty_score":0.4930328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323438469","doi":"10.1016/j.jsis.2023.101766","title":"Assessing a manuscript’s state of readiness on its journey towards publication","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"State (computer science); History; Psychology; Library science; Computer science; Programming language","authors":[{"name":"Saggi Nevo","is_ca":false},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2360140929099745,"gpt":0.3167219981350838,"spread":0.08070790522510929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004477027,0.00009943575,0.0002084499,0.0004155312,0.000256809,0.001393669,0.0003318117,0.00004467778,0.00004620333],"category_scores_gemma":[0.000157621,0.00005997864,0.0000594358,0.0001888043,0.00005205385,0.00558904,0.00001902118,0.0003775076,0.00007407237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005144414,"about_ca_system_score_gemma":0.0001692849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001031579,"about_ca_topic_score_gemma":0.00000243303,"domain_scores_codex":[0.9979247,0.0001642718,0.001101407,0.00003323698,0.0006078663,0.0001685292],"domain_scores_gemma":[0.9965973,0.0001228399,0.001740222,0.0001136747,0.001372852,0.00005306214],"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":[0.0001831362,0.00004979508,0.00004637116,0.001192127,0.0002161751,0.000005402283,0.3136882,0.01372704,0.0003979108,0.5255774,0.1325295,0.01238688],"study_design_scores_gemma":[0.001560496,0.0004820082,0.001530616,0.002265831,0.0001379859,0.0003966991,0.6817632,0.02390167,0.0005174212,0.005504165,0.2814439,0.0004960388],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6710348,0.0001342295,0.0001699942,0.002491619,0.002037064,0.0002074798,0.00004093718,0.00006991262,0.323814],"genre_scores_gemma":[0.9976716,0.00006945553,0.000003528275,0.0001369729,0.0006506188,0.000002485554,0.0000194728,0.000006852086,0.001439005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5200733,"threshold_uncertainty_score":0.999643,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413247728","doi":"10.1016/j.jsis.2025.101926","title":"Welcome to the third issue of volume 34 of the Journal of Strategic Information Systems","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Volume (thermodynamics); Data science; Computer science; Political science; Management science; Library science; Engineering; Physics","authors":[{"name":"Benoit A. Aubert","is_ca":true},{"name":"Rajiv Sabherwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05714176014545289,"gpt":0.2702225096553869,"spread":0.213080749509934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004737874,0.0002004639,0.0004831528,0.0005641041,0.0002326753,0.0005404119,0.001519817,0.0001136742,0.00003499978],"category_scores_gemma":[0.0001322808,0.00009406515,0.0001519702,0.001323466,0.0001143083,0.005666017,0.0001465489,0.0004050847,0.00008218782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006958149,"about_ca_system_score_gemma":0.000294354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008354153,"about_ca_topic_score_gemma":0.00001478343,"domain_scores_codex":[0.9958433,0.0001195221,0.002745492,0.00003860961,0.001043264,0.0002098203],"domain_scores_gemma":[0.9909088,0.000112492,0.005477167,0.0004251066,0.003056767,0.00001968679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001940878,0.0002388193,0.00519482,0.01415781,0.001122779,0.000003147504,0.01021866,0.4340598,0.001505756,0.4063626,0.1209702,0.00422475],"study_design_scores_gemma":[0.003284533,0.000514542,0.01337105,0.01005632,0.001470708,0.0009177189,0.3410257,0.0889167,0.001203315,0.004004877,0.5343289,0.0009056128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7931233,0.002014044,0.02645028,0.005434505,0.02275483,0.002537678,0.0001058168,0.00003962494,0.1475399],"genre_scores_gemma":[0.9986562,0.00009862578,0.00001035934,0.0003051763,0.0007550425,0.000002756381,0.000006726144,0.00000525032,0.0001599278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4133587,"threshold_uncertainty_score":0.5211204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399305569","doi":"10.1016/j.jsis.2024.101840","title":"Welcome to the second issue of Volume 33 of the Journal of Strategic Information Systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Strategic information system; Operations research; Library science; Computer science; Political science; Engineering; Management information systems; Physics; Thermodynamics; Law","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06406924867524062,"gpt":0.2669158610288993,"spread":0.2028466123536587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004577755,0.0001997089,0.0004224872,0.000517447,0.0001708918,0.0008742191,0.001208249,0.0001028593,0.0001440914],"category_scores_gemma":[0.00006419671,0.00009189947,0.0001575591,0.001111731,0.0001007189,0.007563448,0.0001108745,0.0004347811,0.0001845794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005931364,"about_ca_system_score_gemma":0.0002576516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000385143,"about_ca_topic_score_gemma":0.00001813744,"domain_scores_codex":[0.9960638,0.00009754449,0.002520518,0.00004088764,0.001071769,0.0002055195],"domain_scores_gemma":[0.9938014,0.0001103479,0.003666265,0.0003514966,0.002046634,0.00002391199],"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":[0.001594092,0.0002197253,0.001637864,0.03864348,0.001734957,0.00001293678,0.02773342,0.3639177,0.003707327,0.3671075,0.1862721,0.007418882],"study_design_scores_gemma":[0.0009810817,0.0003185344,0.002048799,0.005327789,0.0006070567,0.001536123,0.1434552,0.08033048,0.0006594711,0.001518983,0.7627097,0.0005068177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8976044,0.002833642,0.01084343,0.002532506,0.02188203,0.001656355,0.0002182204,0.00003987415,0.06238954],"genre_scores_gemma":[0.9981084,0.00007552806,0.000007261245,0.0001646023,0.001382159,0.000002416048,0.000008741304,0.000008448991,0.0002424702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5764376,"threshold_uncertainty_score":0.8430114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410480669","doi":"10.1016/j.jsis.2025.101909","title":"Welcome to the second issue of Volume 34 of the Journal of Strategic Information Systems","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Computer science; Physics; Thermodynamics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05360527680841023,"gpt":0.265766944735548,"spread":0.2121616679271377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004283874,0.0001928202,0.0004659281,0.0005503469,0.0002142071,0.0005243357,0.001389878,0.0001076967,0.00009562796],"category_scores_gemma":[0.00009545766,0.00009203733,0.0001416849,0.001193559,0.0001070348,0.005705373,0.0001332642,0.0003829375,0.00007679807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006608068,"about_ca_system_score_gemma":0.0002816725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004773211,"about_ca_topic_score_gemma":0.00002356841,"domain_scores_codex":[0.9960947,0.0001099705,0.002651997,0.00003747376,0.0009047991,0.0002010636],"domain_scores_gemma":[0.9913878,0.0001056333,0.005288637,0.0004002035,0.002798337,0.00001936354],"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":[0.002414637,0.0003081136,0.005995001,0.02550075,0.001615824,0.000004319833,0.0134357,0.358356,0.002839676,0.4128585,0.1712655,0.005406064],"study_design_scores_gemma":[0.002602203,0.0003763816,0.009660348,0.006356643,0.0008936981,0.000754729,0.242112,0.0519861,0.0013735,0.002723346,0.6804808,0.0006802583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8627235,0.001302237,0.0125301,0.002613595,0.01484765,0.001661663,0.0001086493,0.00002224856,0.1041904],"genre_scores_gemma":[0.9986076,0.00005413029,0.000008384866,0.0003070624,0.000706542,0.000002581904,0.000007003105,0.0000052387,0.000301479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5092154,"threshold_uncertainty_score":0.505618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406861135","doi":"10.1016/j.jsis.2025.101887","title":"Welcome to the first issue of Volume 34 of the Journal of Strategic Information Systems","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Data science; Computer science; Physics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0544980920496428,"gpt":0.2635422463500925,"spread":0.2090441543004498,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004047068,0.0001947123,0.0004595094,0.000542839,0.000263663,0.0005267561,0.001474768,0.0001062871,0.00004033928],"category_scores_gemma":[0.0001161458,0.00009236006,0.0001447642,0.001297845,0.0001103041,0.005371183,0.00014315,0.0003606424,0.00007884474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007280119,"about_ca_system_score_gemma":0.0002472494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008617138,"about_ca_topic_score_gemma":0.00002575398,"domain_scores_codex":[0.996083,0.00008208057,0.002630006,0.00003740748,0.0009649611,0.0002025674],"domain_scores_gemma":[0.9914531,0.0001077063,0.005203428,0.0004104134,0.002807182,0.00001817208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001832364,0.0002466412,0.007317742,0.0167942,0.001070701,0.00000312161,0.01005298,0.5403849,0.0006034698,0.2930756,0.1250784,0.003539792],"study_design_scores_gemma":[0.002485525,0.0003666242,0.01292124,0.008255734,0.001026629,0.0006456461,0.2029065,0.07123458,0.0006140743,0.001944619,0.6969369,0.0006618513],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8108155,0.002246081,0.02548478,0.008585539,0.02553434,0.002946852,0.0001255364,0.00004249143,0.1242189],"genre_scores_gemma":[0.9987167,0.00009207419,0.000007744499,0.0003222287,0.0007319819,0.0000029527,0.000006300173,0.000005286221,0.000114772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5718585,"threshold_uncertainty_score":0.5079521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386319057","doi":"10.1016/j.jsis.2023.101793","title":"Welcome to the third issue of Volume 32 of the Journal of Strategic Information Systems","year":2023,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Computer science; Data science; Regional science; Library science; Sociology; Physics; Thermodynamics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08448703089278316,"gpt":0.2740158715996317,"spread":0.1895288407068486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005858303,0.0002016747,0.0004671775,0.0005966978,0.0002381495,0.0005257175,0.001482775,0.0001096209,0.00004018817],"category_scores_gemma":[0.0001363101,0.00009450689,0.0001544164,0.001721993,0.0001078216,0.006184582,0.0001542727,0.0003884827,0.0002955731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005004104,"about_ca_system_score_gemma":0.0002084233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006945929,"about_ca_topic_score_gemma":0.0000129425,"domain_scores_codex":[0.9956046,0.0001178578,0.002658307,0.00003957744,0.001332766,0.0002469295],"domain_scores_gemma":[0.9909527,0.0001194163,0.005800355,0.0004177667,0.002684071,0.0000256386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001290227,0.0001415809,0.0033308,0.009869318,0.0007566992,0.000005633988,0.01623161,0.690934,0.001728542,0.136276,0.1363979,0.003037694],"study_design_scores_gemma":[0.002653108,0.0005825785,0.01509817,0.00594317,0.0009615793,0.001336014,0.4078862,0.1403454,0.0007668349,0.002539374,0.4209585,0.0009290293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350342,0.0006183354,0.005276516,0.003066349,0.01404473,0.001572467,0.00009680999,0.00004707196,0.04024353],"genre_scores_gemma":[0.9983834,0.0001258449,0.000006199746,0.000172233,0.001152198,0.00000298928,0.00001261821,0.000008047734,0.0001364657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5505886,"threshold_uncertainty_score":0.5069506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415692591","doi":"10.1016/j.jsis.2025.101939","title":"Welcome to the fourth issue of Volume 34 of the Journal of Strategic Information Systems","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Volume (thermodynamics); Information system; Information technology; Strategic planning; Management information systems","authors":[{"name":"Rajiv Sabherwal","is_ca":false},{"name":"Benoit A. Aubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01986470954933043,"gpt":0.223872181171697,"spread":0.2040074716223666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00427186,0.0002226328,0.0005425626,0.000708223,0.0002785743,0.000390326,0.001394069,0.0001722184,0.00002534974],"category_scores_gemma":[0.0001230386,0.0001115806,0.0001927706,0.001291243,0.0001368331,0.00615625,0.0001115621,0.0005271743,0.00008107637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038467,"about_ca_system_score_gemma":0.0003900994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371919,"about_ca_topic_score_gemma":0.00001591644,"domain_scores_codex":[0.9953366,0.0001006518,0.003248664,0.00003575937,0.001026463,0.0002518492],"domain_scores_gemma":[0.9887294,0.0000900554,0.007965261,0.0004204788,0.002775601,0.00001920784],"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":[0.0008643062,0.00008856301,0.002350198,0.004165304,0.000651575,0.000001676539,0.00696807,0.2824238,0.0003202686,0.6607699,0.03955654,0.001839869],"study_design_scores_gemma":[0.006369531,0.0008816895,0.01325394,0.005178423,0.001147679,0.0009204844,0.5708662,0.08319364,0.001072105,0.007529933,0.3086773,0.0009090209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8521034,0.0006088145,0.009166765,0.003368033,0.007946263,0.001557815,0.00004509626,0.00003718772,0.1251666],"genre_scores_gemma":[0.9988138,0.00008888744,0.00001473487,0.0004319814,0.0004606384,0.000004717047,0.000004846518,0.000005632688,0.0001747633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6532399,"threshold_uncertainty_score":0.4550126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403606157","doi":"10.1016/j.jsis.2024.101867","title":"Welcome to the fourth issue of volume 33 of the Journal of Strategic Information Systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Library science; Political science; Computer science; Data science; Physics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0711113086585622,"gpt":0.2704702626228013,"spread":0.1993589539642391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004791047,0.0002063093,0.0004319726,0.000538264,0.0001810741,0.0008761397,0.001274735,0.0001014136,0.00006007185],"category_scores_gemma":[0.00008721714,0.00009391316,0.0001676447,0.001213195,0.0001023221,0.00729347,0.0001178906,0.0004357455,0.0001747255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006177467,"about_ca_system_score_gemma":0.0002690463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006244766,"about_ca_topic_score_gemma":0.00001214719,"domain_scores_codex":[0.9958827,0.0001048194,0.002539947,0.00004173876,0.001214838,0.0002158914],"domain_scores_gemma":[0.9935008,0.0001148,0.003789552,0.0003666273,0.002203302,0.00002494695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00116107,0.000155815,0.001324072,0.01901247,0.001135286,0.000009127028,0.01737269,0.5708798,0.00142175,0.2921472,0.08835483,0.00702588],"study_design_scores_gemma":[0.001331699,0.0004587231,0.002667253,0.008233272,0.001021211,0.001948806,0.1884034,0.193497,0.0004683518,0.002052742,0.5992371,0.000680404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8493996,0.003988404,0.03781145,0.005410347,0.03386727,0.002656359,0.0002310576,0.0000688205,0.06656665],"genre_scores_gemma":[0.9980663,0.0001297155,0.00001201178,0.0001453127,0.001512151,0.000002550104,0.000008642852,0.000008898768,0.0001144102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5108823,"threshold_uncertainty_score":0.8448635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391906314","doi":"10.1016/j.jsis.2024.101824","title":"Welcome to the first issue of Volume 33 of the Journal of Strategic Information Systems","year":2024,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Data science; Political science; Computer science; Physics; Thermodynamics","authors":[{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02359264481079099,"gpt":0.2329280958977886,"spread":0.2093354510869976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004166143,0.0001960755,0.0004111593,0.000614102,0.0002210227,0.001033213,0.0009694014,0.00008557934,0.00005596963],"category_scores_gemma":[0.0001041426,0.00009609813,0.0001624809,0.001415385,0.00008060761,0.006202523,0.00009874524,0.0003652215,0.0001446758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102398,"about_ca_system_score_gemma":0.0003082872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003762338,"about_ca_topic_score_gemma":0.00002512264,"domain_scores_codex":[0.9956949,0.0001092686,0.002746508,0.00003842756,0.001226809,0.0001840665],"domain_scores_gemma":[0.9926266,0.000153102,0.004266073,0.00032621,0.002603862,0.00002414428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000613842,0.0000740532,0.001416374,0.00775104,0.0006059862,0.000004121107,0.01711362,0.7971468,0.0002853913,0.09058104,0.08373718,0.0006705751],"study_design_scores_gemma":[0.001638129,0.0003894141,0.00208003,0.005449029,0.0006461937,0.0007787865,0.2121535,0.1204365,0.0001578963,0.0007882082,0.6550281,0.0004541966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8377754,0.003112616,0.0159569,0.008660677,0.03709001,0.003480148,0.0001704301,0.00008741101,0.09366637],"genre_scores_gemma":[0.9981082,0.00006675124,0.000006891481,0.0001863661,0.0014927,0.000005151686,0.00000472513,0.000009871639,0.0001193235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6767103,"threshold_uncertainty_score":0.9963292,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212822135","doi":"10.1016/j.jsis.2022.101709","title":"Welcome to this 1st issue of volume 31 of The Journal of Strategic Information Systems","year":2022,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Strategic information system; Operations research; Information technology; Regional science; Computer science; Political science; Management science; Library science; Engineering; Sociology; Management information systems; Law; Physics; Thermodynamics","authors":[{"name":"Guy G. Gable","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07101394184083143,"gpt":0.2608935047201079,"spread":0.1898795628792764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004730303,0.0001963747,0.0005033372,0.0006600002,0.0003041459,0.0003717645,0.001379011,0.00007509988,0.0002218439],"category_scores_gemma":[0.00007475944,0.0001145875,0.000140401,0.001195339,0.00008306601,0.006320531,0.000216439,0.0004677173,0.00008560909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087269,"about_ca_system_score_gemma":0.0002975067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019321,"about_ca_topic_score_gemma":0.000005072083,"domain_scores_codex":[0.995311,0.0001281629,0.002804609,0.00004055729,0.001495949,0.0002197751],"domain_scores_gemma":[0.99028,0.00007363858,0.007051728,0.0003527658,0.002214326,0.00002757704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002085871,0.0003073122,0.002945275,0.009055171,0.0006899369,0.000006623663,0.01388484,0.7407798,0.002796265,0.1171834,0.1080898,0.002175684],"study_design_scores_gemma":[0.002877241,0.0009115958,0.003336721,0.002451072,0.0008150634,0.002202342,0.340397,0.06671485,0.0005653704,0.001214876,0.5776268,0.0008870538],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092752,0.0008872052,0.003953235,0.001205981,0.01429443,0.001523743,0.0001856045,0.00002780083,0.06864682],"genre_scores_gemma":[0.9988418,0.00005025739,0.00001199187,0.0001886855,0.0007246907,0.0000041593,0.00001800116,0.000007924565,0.0001525228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6740649,"threshold_uncertainty_score":0.4672741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415630635","doi":"10.1016/j.jsis.2025.101938","title":"Mattering in the metaverse: Re-imagining inclusive futures of work with immersive platforms","year":2025,"lang":"en","type":"article","venue":"The Journal of Strategic Information Systems","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council","keywords":"Embodied cognition; Immersive technology; Futures contract; Feeling; Work (physics); Virtual reality; Through-the-lens metering; Affect (linguistics)","authors":[{"name":"Emmanuelle Vaast","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02150572897086908,"gpt":0.2732778508437137,"spread":0.2517721218728446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556471,0.00007010498,0.0001637812,0.0001786403,0.0002602767,0.0001867685,0.0003289265,0.00004047438,0.000008056144],"category_scores_gemma":[0.0000143084,0.00003509149,0.00004285282,0.0005215039,0.0001129192,0.0027046,0.00001136665,0.0001867537,0.000005068015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007689441,"about_ca_system_score_gemma":0.0002225658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000309004,"about_ca_topic_score_gemma":0.00009392024,"domain_scores_codex":[0.9987969,0.00008792125,0.0006404516,0.00002135313,0.0003259568,0.0001273607],"domain_scores_gemma":[0.9988585,0.0001748689,0.0006757395,0.00007830968,0.0001936588,0.00001889675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004336423,0.00002275143,0.0005326347,0.0001841112,0.0001610375,0.000002744882,0.6831335,0.03037661,0.000006395022,0.2817364,0.0003672145,0.003043019],"study_design_scores_gemma":[0.0004139402,0.00005046341,0.0003827345,0.0004222252,0.00003030505,0.00001343875,0.9914471,0.00009260342,0.0000368542,0.00168283,0.005371701,0.00005583252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3968787,0.0001898058,0.002745562,0.002089429,0.0004380665,0.0004515375,0.000003890551,0.000005767111,0.5971973],"genre_scores_gemma":[0.9996492,0.00005708906,0.00001867408,0.0001894856,0.00004765864,0.000003135507,0.000001802033,0.000001323659,0.00003165817],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6027705,"threshold_uncertainty_score":0.2001864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}