{"meta":{"query_hash":"8bff5cea8d2a","filters":{"venue":"The Journal of Strategic Information Systems"},"cohort_total":42,"direct_labels_cover":0,"predictions_cover":42,"exported":42,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8bff5cea8d2a","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Strategic+Information+Systems"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.02153588358059211,"score_gpt":0.2229967679791055,"score_spread":0.2014608843985134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005892383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28407913,0.0038354658,0.01451605,0.00039290526,0.0006320146,0.0007503054,0.00016036179,0.000048921924,0.69558483],"genre_scores_gemma":[0.9996658,0.000088104796,0.00005321735,0.00003582092,0.00007877351,8.833132e-7,0.000009262342,0.000005052639,0.0000631177],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858505,0.00005228882,0.0009436424,0.000015406951,0.00031096968,0.00009263061],"domain_scores_gemma":[0.9987489,0.00011283429,0.00073665596,0.0001418456,0.00023047967,0.000029299128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011336984,0.000084430285,0.0002244264,0.000066426466,0.00004666327,0.000020726078,0.00016139979,0.0000387,0.00006896385],"category_scores_gemma":[0.00001152504,0.000044462577,0.000064819025,0.00009428169,0.000075645665,0.00020620672,0.000011048098,0.00014751086,0.0000063446937],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013406984,0.00003158393,0.00017601834,0.0012324891,0.00015189592,0.0000044879384,0.00462181,0.95627606,0.0005744378,0.0314134,0.0024343403,0.002949413],"study_design_scores_gemma":[0.0031555973,0.00077587174,0.0013748681,0.002713834,0.00044431968,0.001689705,0.088430874,0.30656978,0.009115006,0.00024884692,0.5848672,0.0006141312],"about_ca_topic_score_codex":0.00001145155,"about_ca_topic_score_gemma":0.0000042608976,"teacher_disagreement_score":0.7155866,"about_ca_system_score_codex":0.00004917644,"about_ca_system_score_gemma":0.000052481526,"threshold_uncertainty_score":0.18131313},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05826254347606193,"score_gpt":0.2534723963440831,"score_spread":0.19520985286802114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022383382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.783609,0.00002056693,0.19975464,0.0003141173,0.0010123571,0.0009628785,0.000005840598,0.00003234728,0.014288299],"genre_scores_gemma":[0.9997053,0.000008973309,0.00012628727,0.000089584086,0.000050705134,0.0000047962826,0.0000033988636,0.000004045947,0.00000691624],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982374,0.00008605194,0.0011426291,0.000028008835,0.00038214205,0.0001237978],"domain_scores_gemma":[0.997264,0.000043434924,0.0020326963,0.0002323833,0.00042030128,0.000007167921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026749503,0.00010216691,0.0002140753,0.0006717296,0.00008520371,0.00011687462,0.00036110825,0.00007111683,0.000016247956],"category_scores_gemma":[0.000024211502,0.00005828103,0.00006244689,0.00054497056,0.000065617656,0.0058574216,0.000026548414,0.00022369988,0.000004315086],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042175257,0.00019631478,0.04713731,0.0014274518,0.00019278341,0.000001191635,0.014175637,0.66898245,0.0004519242,0.25795463,0.00016027338,0.008898285],"study_design_scores_gemma":[0.004236048,0.00033464262,0.102396764,0.001702058,0.00051792635,0.00009141407,0.35087344,0.52158445,0.0005723211,0.007871092,0.009278415,0.00054141285],"about_ca_topic_score_codex":0.00036992002,"about_ca_topic_score_gemma":0.000015223445,"teacher_disagreement_score":0.3366978,"about_ca_system_score_codex":0.00005029908,"about_ca_system_score_gemma":0.00004652454,"threshold_uncertainty_score":0.4246489},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11514652106662918,"score_gpt":0.32604232679192824,"score_spread":0.21089580572529906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031495696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695158,0.00023078178,0.00018761157,0.005164699,0.0012339215,0.00032680112,0.000010872338,0.000057130663,0.023272391],"genre_scores_gemma":[0.9863445,0.00018821351,0.000011110553,0.012883315,0.0005356936,0.000005795747,0.000008705674,0.000006696372,0.000015981575],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974408,0.000045228287,0.001483941,0.00004602543,0.00062503986,0.0003589782],"domain_scores_gemma":[0.99612176,0.00011350362,0.0025661585,0.00022216688,0.0009477162,0.000028686678],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003493779,0.00020107992,0.00034267473,0.00023851244,0.00031418997,0.0005343159,0.00046928198,0.0001469865,0.000037616916],"category_scores_gemma":[0.000087561486,0.00012898576,0.000056485624,0.00045014944,0.00004268753,0.023368347,0.000115216666,0.00033201714,0.0005279819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015133207,0.0002761178,0.10199722,0.013717632,0.00068251457,0.00000950767,0.03601926,0.0033938284,0.00067079626,0.82791233,0.011647312,0.0021601382],"study_design_scores_gemma":[0.009222587,0.0002725585,0.23483865,0.005039307,0.0008468343,0.0017526858,0.6466099,0.018097594,0.00029263346,0.0062507824,0.07426165,0.0025148427],"about_ca_topic_score_codex":0.0005964569,"about_ca_topic_score_gemma":0.00004309214,"teacher_disagreement_score":0.8216616,"about_ca_system_score_codex":0.000052498446,"about_ca_system_score_gemma":0.00006168515,"threshold_uncertainty_score":0.9902913},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0275139019743917,"score_gpt":0.25265410844984815,"score_spread":0.22514020647545646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040874630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.860216,0.00006678706,0.0009769718,0.00428874,0.0017562893,0.0005811866,0.000002716591,0.000041013358,0.13207026],"genre_scores_gemma":[0.998383,0.000020457883,0.000012601052,0.00033640082,0.0010925247,0.0000069082926,0.000005345494,0.000013707315,0.0001290825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99762976,0.00007071278,0.0011411661,0.000078231984,0.00079619716,0.00028393607],"domain_scores_gemma":[0.99490094,0.00011436597,0.0021502047,0.00034847457,0.002459182,0.000026860165],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004367052,0.0002123999,0.0003116763,0.00031513296,0.0005563514,0.001100144,0.0008196712,0.000089246656,0.000026988364],"category_scores_gemma":[0.00009190791,0.00011310526,0.00008576021,0.0007304204,0.00013061416,0.0034459166,0.000056619287,0.00048948586,0.00003933428],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050722377,0.00015580526,0.00072252395,0.001310928,0.00028833357,0.0000072722164,0.013491474,0.22506344,0.0006635717,0.75551176,0.0020136402,0.00026401973],"study_design_scores_gemma":[0.0014986629,0.00010658976,0.0013343464,0.00032983802,0.00024057677,0.0001256994,0.84091944,0.12540412,0.000043628577,0.0146596655,0.014972249,0.0003651783],"about_ca_topic_score_codex":0.00084010826,"about_ca_topic_score_gemma":0.00007866737,"teacher_disagreement_score":0.827428,"about_ca_system_score_codex":0.00004491264,"about_ca_system_score_gemma":0.00018601763,"threshold_uncertainty_score":0.9999368},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11144066869793155,"score_gpt":0.25148471862270166,"score_spread":0.1400440499247701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047214489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91152745,0.00006383757,0.0008244196,0.000088382796,0.0006616028,0.00022733516,0.0000039066194,0.00000707893,0.08659596],"genre_scores_gemma":[0.99960375,0.0000074571017,0.0000034889297,0.000025450334,0.00031440746,0.0000010368226,0.00001160452,0.0000049686278,0.00002782084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984568,0.000034386918,0.00097007427,0.000021050548,0.00036594438,0.00015178682],"domain_scores_gemma":[0.9976868,0.000056245877,0.001228202,0.000099562494,0.0009189998,0.000010212601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969767,0.00010479505,0.00028309948,0.0005987117,0.000041488005,0.00007243569,0.00023553752,0.000048140973,0.000010651839],"category_scores_gemma":[0.0000406465,0.00006638485,0.00004244697,0.0009808339,0.000038822916,0.002485264,0.000021912769,0.00013103563,0.000009640298],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001307467,0.00011401348,0.10723957,0.0034320648,0.00022175365,4.67593e-7,0.009227129,0.001613212,0.00032587105,0.87469983,0.00050392054,0.002491417],"study_design_scores_gemma":[0.006863562,0.00030543408,0.31157815,0.0026791904,0.0007273744,0.000015542435,0.62820244,0.004649024,0.001674028,0.001716899,0.040582694,0.0010056694],"about_ca_topic_score_codex":0.00006752947,"about_ca_topic_score_gemma":0.0000041886356,"teacher_disagreement_score":0.8729829,"about_ca_system_score_codex":0.000028574295,"about_ca_system_score_gemma":0.000035861674,"threshold_uncertainty_score":0.27070954},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.01681770861955589,"score_gpt":0.22093285204053623,"score_spread":0.20411514342098033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053043160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98259276,0.000067406225,0.008859337,0.0007812011,0.00010315855,0.00051554985,0.000020531814,0.000032062344,0.0070280195],"genre_scores_gemma":[0.9993395,0.000027352158,0.000113633745,0.0004282961,0.0000534135,0.000006896334,0.000020288027,0.0000037096102,0.000006859912],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980185,0.000027511856,0.0013416883,0.00003669618,0.00040768154,0.00016789639],"domain_scores_gemma":[0.9956414,0.000025731204,0.002603447,0.0002211518,0.001493859,0.000014428259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012966845,0.00015007502,0.0003009281,0.00049901847,0.0001693356,0.00012554335,0.00045799548,0.00014945907,0.000006939852],"category_scores_gemma":[0.000060935752,0.0000877179,0.00005013108,0.00074379356,0.00015959705,0.0057662358,0.000047353373,0.00028886966,0.000016136377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000382977,0.00003895716,0.0010305863,0.00041000836,0.000046278547,9.1772414e-8,0.0011110435,0.44522357,0.0003597608,0.54166746,0.00024302573,0.009486233],"study_design_scores_gemma":[0.0030229543,0.0005158956,0.0037853005,0.00120558,0.00015572038,0.00008035046,0.048941128,0.9066772,0.0043268674,0.002239498,0.02865213,0.00039741458],"about_ca_topic_score_codex":0.00005727162,"about_ca_topic_score_gemma":0.00001681528,"teacher_disagreement_score":0.539428,"about_ca_system_score_codex":0.00006186853,"about_ca_system_score_gemma":0.00017781557,"threshold_uncertainty_score":0.41803816},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.026220332315110218,"score_gpt":0.24208388120583874,"score_spread":0.2158635488907285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070585139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522812,0.00016688704,0.036376733,0.00467666,0.00025867604,0.0005192255,0.000008522824,0.000017569091,0.005694532],"genre_scores_gemma":[0.99935687,0.000039245853,0.000016885111,0.0003659351,0.0001853002,0.0000013210379,0.000014741414,0.000004189588,0.000015499385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985949,0.0000290458,0.0007027152,0.00005353282,0.00047774275,0.00014208742],"domain_scores_gemma":[0.9978741,0.000074140175,0.0013988741,0.0001489157,0.0004922032,0.000011759608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016079958,0.00013685603,0.00019905943,0.00020066225,0.00025537715,0.00031208602,0.00036388644,0.000046766312,0.00005377317],"category_scores_gemma":[0.000045186174,0.00006633255,0.000029036935,0.00047110484,0.00024605182,0.0029635555,0.00004710941,0.00021223786,0.000008585026],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015701662,0.00036317488,0.04117507,0.0028480866,0.0004456669,0.000015164335,0.03070564,0.023629827,0.00060072733,0.6558655,0.003839906,0.23894109],"study_design_scores_gemma":[0.0007957163,0.00023897964,0.0699289,0.00040260176,0.00029543237,0.00057767105,0.8945664,0.0077461046,0.00021051808,0.014158871,0.01056491,0.00051390147],"about_ca_topic_score_codex":0.00011464372,"about_ca_topic_score_gemma":0.0000034740076,"teacher_disagreement_score":0.8638607,"about_ca_system_score_codex":0.00006269977,"about_ca_system_score_gemma":0.000113632464,"threshold_uncertainty_score":0.30094525},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.11235483715045391,"score_gpt":0.3225018456226165,"score_spread":0.2101470084721626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164546844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940182,0.0000646919,0.000118601514,0.000016423119,0.00025555107,0.00084456033,0.000006132398,0.0000070543765,0.004668766],"genre_scores_gemma":[0.9996422,0.0001807118,0.000006840852,0.000007257383,0.00008095964,0.000013932211,0.0000023882649,0.0000025364848,0.00006320931],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99796575,0.00025132016,0.001065557,0.000025451178,0.00051407045,0.00017782634],"domain_scores_gemma":[0.9971691,0.00025426125,0.0013472652,0.00014620174,0.0010431467,0.000040058716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040372987,0.00007693856,0.00019449827,0.0001302132,0.00043178504,0.00028190945,0.0004415666,0.0000415579,0.000008360417],"category_scores_gemma":[0.00009786382,0.000044850563,0.00003786341,0.00035498964,0.00008150402,0.0055367392,0.000016614473,0.00010278045,0.0000051482793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074505777,0.00011191448,0.0011584592,0.00013291219,0.00015858568,2.4439507e-7,0.9272612,0.00865022,0.0000138698115,0.047143772,0.0003252506,0.01429856],"study_design_scores_gemma":[0.0011205697,0.00085122354,0.00065135246,0.000084814754,0.000077244506,0.0000022038498,0.96598196,0.0073652496,0.00004192931,0.0005178137,0.023203168,0.000102488346],"about_ca_topic_score_codex":0.00013263473,"about_ca_topic_score_gemma":0.00084834045,"teacher_disagreement_score":0.04662596,"about_ca_system_score_codex":0.00007202432,"about_ca_system_score_gemma":0.00027150242,"threshold_uncertainty_score":0.40140024},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social psychology","score_opus":0.06984312962461352,"score_gpt":0.326720303761151,"score_spread":0.2568771741365375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763518769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944416,0.00018848538,0.00081959035,0.0036957643,0.00029113152,0.00015434899,0.000009407884,0.000006393626,0.0003932367],"genre_scores_gemma":[0.9995581,0.00007709174,0.00010020519,0.00018855197,0.000047075195,0.0000013223215,2.215258e-7,0.000002698572,0.000024765925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797237,0.0002187296,0.00093251356,0.000057329307,0.00069481187,0.00012423085],"domain_scores_gemma":[0.9961964,0.0003883858,0.002619385,0.00029237085,0.00045451426,0.00004893595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049424833,0.000105327184,0.0002533072,0.00027500984,0.0002750564,0.0010227103,0.0008702884,0.000080800986,0.000005453938],"category_scores_gemma":[0.0003719956,0.000049903694,0.000045001547,0.00009788522,0.00025965492,0.0021561978,0.000115352675,0.00036372573,0.0000032336293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015544606,0.00032757534,0.63443905,0.00022571052,0.00043886557,0.00007448379,0.21158539,0.0023170155,0.007030702,0.045039434,0.001864311,0.095103025],"study_design_scores_gemma":[0.0022025413,0.00031952263,0.7644789,0.00029205446,0.00005938629,0.0015312793,0.22233611,0.0058073513,0.00030042767,0.0016648149,0.00084244786,0.00016514087],"about_ca_topic_score_codex":0.00006859897,"about_ca_topic_score_gemma":0.00002009975,"teacher_disagreement_score":0.13003989,"about_ca_system_score_codex":0.000022773766,"about_ca_system_score_gemma":0.000056626355,"threshold_uncertainty_score":0.98620194},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.18108824869149087,"score_gpt":0.3387261793407108,"score_spread":0.15763793064921994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890162846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70263624,0.0006732538,0.00023991283,0.00042207757,0.0011632018,0.00024519983,0.0000013371449,0.000012057326,0.29460672],"genre_scores_gemma":[0.99836326,0.0002943751,0.000002230964,0.000028687333,0.0004940258,6.846955e-7,2.6265312e-7,0.0000016143789,0.0008148799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989583,0.0002003044,0.00038836437,0.000016676135,0.00029735244,0.00013901736],"domain_scores_gemma":[0.99880254,0.00013981895,0.0005140061,0.00007800342,0.00041619156,0.00004940885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043960484,0.000052682954,0.0000883162,0.00005617589,0.00078957103,0.0006108363,0.0002492749,0.000028123495,0.00001659343],"category_scores_gemma":[0.00006675397,0.000023488501,0.0000346829,0.00013081447,0.00019127222,0.0009771511,0.000023444123,0.00009670414,0.00005381284],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050151424,0.000024896519,0.0128452,0.00011746996,0.0005001862,0.0000025944496,0.24505733,0.00011400057,0.000094154915,0.69408554,0.018331962,0.02832514],"study_design_scores_gemma":[0.0011874026,0.00053679914,0.011398658,0.00021128809,0.00009485867,0.00007810642,0.7157268,0.002848594,0.000023696446,0.002748557,0.26492,0.00022525889],"about_ca_topic_score_codex":0.000403587,"about_ca_topic_score_gemma":0.00013774203,"teacher_disagreement_score":0.691337,"about_ca_system_score_codex":0.000046849116,"about_ca_system_score_gemma":0.00008808924,"threshold_uncertainty_score":0.60728216},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.5558021911202072,"score_gpt":0.39094950894330416,"score_spread":0.16485268217690308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912800036","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003510344,0.9496459,0.0002123585,0.00090670923,0.0005154207,0.0011418503,0.0000087467615,0.000012969223,0.047552552],"genre_scores_gemma":[0.00095320726,0.99735993,0.0000012332291,0.0007486032,0.00077713735,0.000008887071,0.00008872094,0.000013046199,0.000049256756],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716234,0.00007808672,0.001674987,0.00005974106,0.0008263455,0.0001984787],"domain_scores_gemma":[0.9965116,0.00013627022,0.002182969,0.00021506533,0.0009438052,0.000010289738],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006827686,0.00020952866,0.00083140284,0.00073589385,0.00022240025,0.0017277682,0.0004599867,0.00012017991,0.000024437373],"category_scores_gemma":[0.00005120208,0.000118696975,0.0001296338,0.0013462622,0.00004090262,0.007674546,0.000054545024,0.00060417334,0.00034988913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027279139,0.000015463509,7.7884647e-7,0.64538336,0.0003162903,0.0000022873367,0.0008500444,0.000028014116,8.28928e-8,0.23275371,0.018025,0.10259771],"study_design_scores_gemma":[0.00013706819,0.000020160796,2.0243162e-7,0.026951274,0.00054804626,0.00028429012,0.0043054884,0.000059236685,9.40049e-9,0.0008988489,0.9666635,0.0001318867],"about_ca_topic_score_codex":0.000020829411,"about_ca_topic_score_gemma":5.0820455e-7,"teacher_disagreement_score":0.9486385,"about_ca_system_score_codex":0.00013204597,"about_ca_system_score_gemma":0.00021597065,"threshold_uncertainty_score":0.9993085},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.014125510555827126,"score_gpt":0.20542480963569484,"score_spread":0.19129929907986773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980723926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663302,0.00013465715,0.00802627,0.0005699082,0.000748896,0.0004300889,0.000003584597,0.00007784324,0.02367859],"genre_scores_gemma":[0.99901694,0.000034005716,0.0003493167,0.00050400046,0.00005179973,0.000006922836,0.000021281312,0.0000037711113,0.00001193729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99830544,0.000011866557,0.0010977634,0.0000368873,0.00036373248,0.00018430072],"domain_scores_gemma":[0.9973165,0.000041985655,0.0018286832,0.00017437048,0.00062840764,0.0000100602765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009516376,0.00014364393,0.00022820756,0.00051358296,0.00018264705,0.0003647699,0.00027559322,0.00020729068,0.000036483118],"category_scores_gemma":[0.00006140492,0.000097767086,0.000032863893,0.0004533265,0.00009149721,0.008646847,0.0000524734,0.00036595162,0.0005407978],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083464154,0.000012339849,0.0015393071,0.00042998712,0.000055215718,5.458959e-7,0.0024814114,0.0017279547,0.0000286799,0.98679906,0.00022490697,0.0066171316],"study_design_scores_gemma":[0.006900254,0.00052845874,0.022786967,0.0020285887,0.0002720029,0.001507742,0.44048086,0.05187382,0.00040344757,0.24966331,0.22174163,0.0018129041],"about_ca_topic_score_codex":0.000031061147,"about_ca_topic_score_gemma":0.000002499027,"teacher_disagreement_score":0.73713577,"about_ca_system_score_codex":0.00007882366,"about_ca_system_score_gemma":0.00010743881,"threshold_uncertainty_score":0.6951042},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.036756057349159654,"score_gpt":0.2301968230836149,"score_spread":0.19344076573445523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008002373","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2109989,0.0001693622,0.643009,0.05310461,0.0013022473,0.0011701824,0.000012418966,0.00021808845,0.090015166],"genre_scores_gemma":[0.99391925,0.000003982358,0.00006619241,0.00555699,0.0004002447,0.0000036300412,0.000009342809,0.000010532002,0.000029815035],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981361,0.000039696024,0.0009617801,0.000062433835,0.00058961083,0.00021040377],"domain_scores_gemma":[0.99818057,0.000055361896,0.0011373069,0.00017833895,0.0004199461,0.000028465349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019144698,0.00016541504,0.00027008037,0.00020923356,0.00020845247,0.0006435029,0.00046843418,0.000051626434,0.00002588516],"category_scores_gemma":[0.00006190241,0.000107262356,0.000112374444,0.00036364037,0.000039079227,0.0022684333,0.00005313793,0.0002656223,0.00014970904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007888006,0.000011072557,0.00031471954,0.00057487475,0.000029868808,0.0000018597776,0.0017220086,0.9926513,0.00003203751,0.0026425875,0.0018455321,0.00009527813],"study_design_scores_gemma":[0.0006025468,0.000024479237,0.000062282634,0.00010470709,0.00007448542,0.000006172187,0.016235942,0.9756736,0.0000022626248,0.00025044847,0.006835262,0.00012780962],"about_ca_topic_score_codex":0.00012346846,"about_ca_topic_score_gemma":0.000009812632,"teacher_disagreement_score":0.78292036,"about_ca_system_score_codex":0.000061519255,"about_ca_system_score_gemma":0.00008598033,"threshold_uncertainty_score":0.6205313},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.012445448874750737,"score_gpt":0.23097170773780504,"score_spread":0.2185262588630543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131516971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.934274,0.0030777217,0.01564682,0.00090660225,0.0005579252,0.00050348416,0.000003245842,0.000025180592,0.045005016],"genre_scores_gemma":[0.9997177,0.000041257725,0.000011179293,0.000044350825,0.00014500658,0.000004051453,0.0000044897297,0.0000031167513,0.000028852122],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990373,0.000053387823,0.0005734628,0.00003520892,0.00021970177,0.00008092742],"domain_scores_gemma":[0.9974241,0.00009136557,0.0009845011,0.00008503681,0.0014085175,0.000006442619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014752148,0.00007479096,0.00013081527,0.00009244478,0.00018894428,0.0003061067,0.000102697006,0.000034894958,0.000009742511],"category_scores_gemma":[0.000106373656,0.000043300606,0.000020049187,0.00038714882,0.00003805147,0.0022528917,0.000033042408,0.00015624755,0.0000033507006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088022054,0.000029894712,0.0011840136,0.00048925856,0.00006959191,4.979984e-7,0.00564297,0.0020786582,0.0025486792,0.9825933,0.00014719159,0.005127953],"study_design_scores_gemma":[0.0023469387,0.00017251442,0.0037626815,0.0010989191,0.00039620884,0.00059103523,0.44837227,0.29928285,0.0050847335,0.22471762,0.013725399,0.0004488465],"about_ca_topic_score_codex":0.000029369148,"about_ca_topic_score_gemma":0.0000238193,"teacher_disagreement_score":0.7578757,"about_ca_system_score_codex":0.000028845754,"about_ca_system_score_gemma":0.00011734415,"threshold_uncertainty_score":0.2951794},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.3642947684427305,"score_gpt":0.39916386276024196,"score_spread":0.03486909431751145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207955630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107058324,0.9685021,0.00036506675,0.00005245432,0.00071428984,0.002135033,0.000103223705,0.0000082171,0.02801255],"genre_scores_gemma":[0.022204043,0.977348,0.000005203917,0.0000050001127,0.00017729233,0.00013263726,0.00007214237,0.0000068806644,0.00004874252],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563754,0.00021727431,0.0030029833,0.00004874094,0.0008209986,0.0002724904],"domain_scores_gemma":[0.9915971,0.0015467539,0.0033044263,0.00018986098,0.003287904,0.00007393282],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01063021,0.00020222919,0.001157647,0.00035252457,0.0006611771,0.0015779529,0.00057242904,0.0001308131,0.000002066906],"category_scores_gemma":[0.00079230085,0.00010612134,0.00023249837,0.001259541,0.0005263226,0.0118235545,0.00004396506,0.0003874743,0.000008057188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004442217,0.000024447068,0.0000013219008,0.42116815,0.00028936873,1.573613e-7,0.046650175,0.000048347032,5.1487117e-9,0.19171606,0.00088527054,0.33917227],"study_design_scores_gemma":[0.00011709976,0.00008303031,2.0210015e-7,0.11617805,0.00015781065,0.000043559565,0.06704214,0.0000075880926,2.514062e-7,0.00020681186,0.81606424,0.000099211786],"about_ca_topic_score_codex":0.00004578055,"about_ca_topic_score_gemma":0.0000064956507,"teacher_disagreement_score":0.815179,"about_ca_system_score_codex":0.00015209636,"about_ca_system_score_gemma":0.0034319265,"threshold_uncertainty_score":0.9994585},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Operations research; Library science; Computer science; Engineering; Political science; Law; Physics","score_opus":0.07274773818460085,"score_gpt":0.26719626523901857,"score_spread":0.19444852705441773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206989492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8849343,0.0015618781,0.010107418,0.0014297824,0.013993578,0.0011477798,0.00011585615,0.000028661405,0.08668074],"genre_scores_gemma":[0.9985758,0.00012242609,0.000023206498,0.00018485996,0.0009265904,0.000001555622,0.000015158231,0.000007758055,0.00014261663],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555373,0.00011413302,0.0028492105,0.000042823907,0.0012218487,0.00021826569],"domain_scores_gemma":[0.98915464,0.00007839118,0.0059693307,0.00038203073,0.004384246,0.000031344698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033092718,0.00020345354,0.00054876885,0.00044937135,0.00015743893,0.0005071957,0.00096980634,0.00012386363,0.00023937433],"category_scores_gemma":[0.00013463588,0.00011534371,0.00014658616,0.0010684859,0.00008584205,0.0069710677,0.00013196844,0.00036105045,0.00018167919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002380191,0.0006246114,0.0073474804,0.03097929,0.0018643102,0.000029152345,0.023398543,0.48651135,0.011850104,0.29982668,0.1282335,0.006954785],"study_design_scores_gemma":[0.0046216776,0.0007646676,0.00815257,0.010875292,0.0015989523,0.003958482,0.36912054,0.06857615,0.0047481605,0.002407716,0.52369285,0.001482939],"about_ca_topic_score_codex":0.00056183356,"about_ca_topic_score_gemma":0.000007461986,"teacher_disagreement_score":0.4179352,"about_ca_system_score_codex":0.000064886925,"about_ca_system_score_gemma":0.0003501997,"threshold_uncertainty_score":0.5053856},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.07101394184083143,"score_gpt":0.26089350472010786,"score_spread":0.18987956287927643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212822135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092752,0.0008872052,0.003953235,0.0012059809,0.014294434,0.0015237427,0.00018560447,0.00002780083,0.06864682],"genre_scores_gemma":[0.99884176,0.000050257386,0.000011991873,0.00018868553,0.0007246907,0.0000041593,0.000018001165,0.000007924565,0.00015252279],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531096,0.00012816285,0.0028046088,0.000040557286,0.0014959486,0.00021977512],"domain_scores_gemma":[0.99028,0.000073638585,0.007051728,0.00035276578,0.0022143256,0.000027577044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004730303,0.00019637473,0.0005033372,0.0006600002,0.00030414594,0.00037176453,0.0013790107,0.00007509988,0.00022184392],"category_scores_gemma":[0.00007475944,0.000114587456,0.00014040103,0.0011953389,0.000083066014,0.006320531,0.00021643896,0.0004677173,0.00008560909],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020858708,0.00030731224,0.002945275,0.009055171,0.0006899369,0.0000066236635,0.013884844,0.74077976,0.0027962653,0.117183395,0.10808984,0.0021756843],"study_design_scores_gemma":[0.002877241,0.0009115958,0.0033367206,0.0024510715,0.0008150634,0.0022023425,0.34039697,0.06671485,0.00056537037,0.0012148761,0.5776268,0.0008870538],"about_ca_topic_score_codex":0.0010193208,"about_ca_topic_score_gemma":0.0000050720832,"teacher_disagreement_score":0.67406493,"about_ca_system_score_codex":0.000108726905,"about_ca_system_score_gemma":0.00029750672,"threshold_uncertainty_score":0.46727407},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Political science; Library science; Data science; Computer science; Law; Physics","score_opus":0.0809961696162692,"score_gpt":0.26723470335895533,"score_spread":0.18623853374268612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323353611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402153,0.000664067,0.0048919804,0.004665979,0.015180653,0.0017587666,0.00011062559,0.000048624337,0.032464042],"genre_scores_gemma":[0.99845797,0.000117475196,0.0000046336863,0.00018181436,0.0011170433,0.0000032020857,0.000011819115,0.000008103681,0.000097922486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958633,0.00008093033,0.0025463044,0.00003834276,0.0012327323,0.00023838652],"domain_scores_gemma":[0.99148345,0.00011433483,0.005510534,0.00040331302,0.0024646833,0.00002366639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050052754,0.0001958884,0.00044431063,0.00057419075,0.0002698671,0.000512439,0.0014388098,0.000102496386,0.000046320274],"category_scores_gemma":[0.00011968555,0.000092793765,0.00014709482,0.0016887438,0.00010404709,0.0058629755,0.0001506954,0.0003458602,0.00028364226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010768787,0.00012926507,0.0041482965,0.010350123,0.00063797814,0.0000049411906,0.014119802,0.75563186,0.00061257265,0.08635529,0.12468307,0.002249925],"study_design_scores_gemma":[0.0021499807,0.00044455336,0.015625212,0.005224683,0.0007187635,0.0010067122,0.26053193,0.12035317,0.00041903488,0.0013203541,0.59147847,0.0007271257],"about_ca_topic_score_codex":0.0007165187,"about_ca_topic_score_gemma":0.000022549813,"teacher_disagreement_score":0.6352787,"about_ca_system_score_codex":0.00005235554,"about_ca_system_score_gemma":0.00017504221,"threshold_uncertainty_score":0.49414614},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"State (computer science); History; Psychology; Library science; Computer science; Programming language","score_opus":0.23601409290997455,"score_gpt":0.31672199813508384,"score_spread":0.08070790522510929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323438469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67103475,0.00013422953,0.0001699942,0.0024916192,0.002037064,0.00020747981,0.000040937182,0.00006991262,0.32381403],"genre_scores_gemma":[0.9976716,0.00006945553,0.0000035282749,0.00013697294,0.0006506188,0.0000024855538,0.000019472804,0.0000068520862,0.0014390046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979247,0.00016427175,0.0011014066,0.00003323698,0.00060786627,0.00016852924],"domain_scores_gemma":[0.99659735,0.00012283992,0.0017402222,0.000113674694,0.001372852,0.000053062136],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004477027,0.00009943575,0.00020844994,0.00041553125,0.00025680897,0.0013936686,0.00033181172,0.000044677778,0.000046203335],"category_scores_gemma":[0.00015762099,0.00005997864,0.0000594358,0.00018880428,0.000052053845,0.0055890395,0.000019021176,0.00037750765,0.00007407237],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018313623,0.000049795075,0.00004637116,0.0011921274,0.00021617507,0.000005402283,0.31368825,0.013727038,0.00039791077,0.5255774,0.13252945,0.012386883],"study_design_scores_gemma":[0.0015604957,0.00048200818,0.0015306161,0.0022658308,0.00013798593,0.00039669906,0.68176323,0.023901673,0.0005174212,0.005504165,0.28144386,0.00049603876],"about_ca_topic_score_codex":0.00010315788,"about_ca_topic_score_gemma":0.0000024330304,"teacher_disagreement_score":0.5200733,"about_ca_system_score_codex":0.00005144414,"about_ca_system_score_gemma":0.00016928486,"threshold_uncertainty_score":0.99964297},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06743072951103996,"score_gpt":0.3337254883539061,"score_spread":0.26629475884286613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378009739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9483069,0.00029757796,0.000043344684,0.03654504,0.0015263127,0.00024112669,0.0000025988393,0.00002357776,0.013013493],"genre_scores_gemma":[0.9983351,0.0011258395,0.0000036440622,0.00024048587,0.0002203843,0.000006209655,0.0000021020833,0.0000017912097,0.00006440098],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99868965,0.00022623819,0.00045003352,0.000024399173,0.00044558157,0.00016408165],"domain_scores_gemma":[0.99919826,0.00012508318,0.0003828715,0.0001293989,0.00013926784,0.000025121943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034994807,0.00005607912,0.00009199419,0.00019505236,0.0003316586,0.000401638,0.00047304353,0.00007431593,0.00001250043],"category_scores_gemma":[0.000023786786,0.000029412335,0.00003447334,0.0006832785,0.00009176512,0.001222018,0.0000135393,0.00023162701,0.000070151946],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010154083,0.000016200886,0.0015221912,0.000039287374,0.00002709818,0.0000021464225,0.9325766,0.000633774,0.000014834903,0.053343248,0.005664736,0.006149709],"study_design_scores_gemma":[0.00012182336,0.000024007066,0.001961814,0.0000674136,0.000010189249,0.0000346279,0.97635853,0.00011842393,0.000008016789,0.014360959,0.006891208,0.000042958094],"about_ca_topic_score_codex":0.00023012719,"about_ca_topic_score_gemma":0.00010142397,"teacher_disagreement_score":0.050028212,"about_ca_system_score_codex":0.00006875728,"about_ca_system_score_gemma":0.00020130242,"threshold_uncertainty_score":0.38730046},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Library science; Business; Computer science; Physics","score_opus":0.07954311318095586,"score_gpt":0.269531318370101,"score_spread":0.18998820518914517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378802969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95599586,0.0004079569,0.002547558,0.0015048664,0.0093527185,0.001050782,0.000101444246,0.000026974989,0.029011816],"genre_scores_gemma":[0.9983931,0.00006907058,0.0000050174967,0.00017327843,0.0010783054,0.0000028001907,0.000013138722,0.000008031168,0.00025725196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958928,0.00010843635,0.0025677467,0.000038412883,0.0011559492,0.00023662853],"domain_scores_gemma":[0.9914114,0.000112138216,0.0056009283,0.00039329586,0.0024570338,0.000025218776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052977656,0.00019398483,0.0004505183,0.0005821355,0.00021924751,0.00051008275,0.0013559893,0.000103855906,0.000109804896],"category_scores_gemma":[0.00009836659,0.00009246953,0.00014396587,0.0015530799,0.000100962665,0.006227559,0.00014028841,0.000367242,0.0002762591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016696043,0.0001899921,0.003998158,0.018490901,0.0011327513,0.0000080444925,0.022202346,0.6008615,0.0033911243,0.14313608,0.20087661,0.004042871],"study_design_scores_gemma":[0.0022525343,0.0004567054,0.011691252,0.0040253834,0.0006261508,0.0011775894,0.31063768,0.088081144,0.0009379727,0.0018504801,0.57751524,0.00074787595],"about_ca_topic_score_codex":0.0003968609,"about_ca_topic_score_gemma":0.000020635496,"teacher_disagreement_score":0.51278037,"about_ca_system_score_codex":0.000047522586,"about_ca_system_score_gemma":0.00019942153,"threshold_uncertainty_score":0.491874},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.0837011341671044,"score_gpt":0.29955840841138887,"score_spread":0.21585727424428447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385749731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39763018,0.059521046,0.109794214,0.3611791,0.014821693,0.0117029855,0.00026107737,0.00038648356,0.044703208],"genre_scores_gemma":[0.98876214,0.002538122,0.000008670769,0.007644451,0.000895241,0.000011331148,0.000098987584,0.0000040892887,0.00003697289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864626,0.00007163183,0.00060983154,0.00004243345,0.0004612778,0.00016856486],"domain_scores_gemma":[0.9981901,0.000068867914,0.00065486925,0.00016398574,0.0009133506,0.0000088282295],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035130163,0.00011648032,0.00021390419,0.00027848757,0.00015899114,0.0011537904,0.00044880892,0.0000469539,0.000009414731],"category_scores_gemma":[0.00010704157,0.00005681848,0.000049898197,0.0017581175,0.000019547662,0.0027957286,0.00003746189,0.00032163813,0.00020795959],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047490487,0.000101192956,0.0008114575,0.012921772,0.00019165636,0.00011860684,0.012122266,0.054051567,0.00070057024,0.54493564,0.3614355,0.01213485],"study_design_scores_gemma":[0.0011788026,0.000086453205,0.0028448296,0.024430744,0.00021665107,0.0007844669,0.02774216,0.071022935,0.000060173672,0.003980942,0.86701846,0.0006333971],"about_ca_topic_score_codex":0.00003057503,"about_ca_topic_score_gemma":0.000010880835,"teacher_disagreement_score":0.5911319,"about_ca_system_score_codex":0.000026055763,"about_ca_system_score_gemma":0.0000346914,"threshold_uncertainty_score":0.9998831},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Computer science; Data science; Regional science; Library science; Sociology; Physics; Thermodynamics","score_opus":0.08448703089278316,"score_gpt":0.2740158715996317,"score_spread":0.18952884070684856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386319057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350342,0.00061833544,0.005276516,0.003066349,0.014044732,0.001572467,0.00009680999,0.000047071964,0.04024353],"genre_scores_gemma":[0.9983834,0.00012584495,0.000006199746,0.00017223298,0.0011521978,0.00000298928,0.00001261821,0.000008047734,0.00013646571],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956046,0.00011785781,0.0026583073,0.00003957744,0.0013327657,0.00024692947],"domain_scores_gemma":[0.99095273,0.000119416254,0.005800355,0.00041776674,0.002684071,0.0000256386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058583026,0.0002016747,0.0004671775,0.0005966978,0.0002381495,0.0005257175,0.0014827753,0.000109620865,0.000040188173],"category_scores_gemma":[0.00013631012,0.00009450689,0.00015441638,0.0017219926,0.0001078216,0.006184582,0.00015427273,0.00038848273,0.0002955731],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001290227,0.00014158087,0.0033308004,0.009869318,0.0007566992,0.0000056339877,0.016231608,0.690934,0.0017285424,0.136276,0.13639787,0.0030376937],"study_design_scores_gemma":[0.002653108,0.0005825785,0.015098173,0.0059431703,0.00096157927,0.001336014,0.4078862,0.14034542,0.0007668349,0.0025393742,0.4209585,0.00092902925],"about_ca_topic_score_codex":0.0006945929,"about_ca_topic_score_gemma":0.0000129425,"teacher_disagreement_score":0.5505886,"about_ca_system_score_codex":0.000050041035,"about_ca_system_score_gemma":0.00020842327,"threshold_uncertainty_score":0.5069506},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Information system; Political science; Library science; Computer science; Physics; Law; Thermodynamics","score_opus":0.08822652012568821,"score_gpt":0.27310155079972254,"score_spread":0.18487503067403432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388741987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429862,0.00054644904,0.008467977,0.0030582987,0.013770696,0.0016028637,0.000102171354,0.00004428152,0.029421097],"genre_scores_gemma":[0.9983943,0.000118633034,0.0000083016785,0.00015300338,0.001179929,0.0000029556168,0.000012989381,0.000008459147,0.000121403165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956973,0.00011653198,0.002587911,0.00003921961,0.0013104165,0.0002485964],"domain_scores_gemma":[0.99101484,0.00011663164,0.0057874518,0.0004101725,0.002644572,0.000026307207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055439817,0.00020040003,0.00046062216,0.0006055669,0.00023228143,0.00051128445,0.0014305287,0.000102393795,0.00004577997],"category_scores_gemma":[0.00013360941,0.00009449565,0.00015318596,0.0016946525,0.000102569276,0.0060048928,0.00014916738,0.00036809026,0.00026151474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010459905,0.00011589386,0.0027790656,0.007825704,0.0006376505,0.0000048823995,0.011964091,0.79091895,0.0011186202,0.098273,0.082022585,0.0032935692],"study_design_scores_gemma":[0.0028027045,0.0006029818,0.013943988,0.0057045314,0.00096591684,0.0013700607,0.37399423,0.19524296,0.0006107351,0.0022931283,0.4015483,0.00092047616],"about_ca_topic_score_codex":0.0006432832,"about_ca_topic_score_gemma":0.000013815899,"teacher_disagreement_score":0.595676,"about_ca_system_score_codex":0.00004949685,"about_ca_system_score_gemma":0.00020825419,"threshold_uncertainty_score":0.49303278},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.28298672316618695,"score_gpt":0.2893025011331175,"score_spread":0.006315777966930558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391765616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965159,0.00016563652,0.0015057434,0.00053019816,0.0013961536,0.0005214909,0.0000074125405,0.000019414047,0.03069494],"genre_scores_gemma":[0.9988973,0.000023400788,0.000004953856,0.0005813368,0.0004060453,0.000004583099,0.000022003636,0.0000065571267,0.000053778833],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982143,0.00007460004,0.0009355197,0.000047509664,0.0005828367,0.00014524919],"domain_scores_gemma":[0.99877816,0.0000929613,0.00051957293,0.00011953141,0.00047967152,0.000010093043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002178745,0.00012480014,0.00016353968,0.00036429457,0.00010222506,0.00072167994,0.00036471014,0.000110174005,0.000084530926],"category_scores_gemma":[0.000057619745,0.00006384974,0.00005482342,0.0007060425,0.000023203573,0.0029831242,0.000022928825,0.00042382078,0.00018348025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037859422,0.00073914224,0.0112723345,0.014075461,0.000742441,0.00013202235,0.10156697,0.52297336,0.0028661392,0.26463935,0.063120514,0.014086354],"study_design_scores_gemma":[0.0034253513,0.0011467773,0.014499709,0.010585358,0.0005996407,0.0010458675,0.40682164,0.4755604,0.00046675737,0.013533025,0.07092926,0.0013862349],"about_ca_topic_score_codex":0.00037237222,"about_ca_topic_score_gemma":0.00002061228,"teacher_disagreement_score":0.30525467,"about_ca_system_score_codex":0.000044206252,"about_ca_system_score_gemma":0.000099088844,"threshold_uncertainty_score":0.6959176},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Data science; Political science; Computer science; Physics; Thermodynamics","score_opus":0.02359264481079099,"score_gpt":0.23292809589778862,"score_spread":0.20933545108699764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391906314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8377754,0.003112616,0.015956905,0.008660677,0.037090015,0.0034801483,0.00017043014,0.00008741101,0.093666375],"genre_scores_gemma":[0.9981082,0.00006675124,0.0000068914806,0.00018636613,0.0014926996,0.000005151686,0.00000472513,0.000009871639,0.000119323464],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99569494,0.000109268614,0.0027465075,0.000038427555,0.0012268088,0.00018406649],"domain_scores_gemma":[0.9926266,0.00015310204,0.0042660735,0.00032620996,0.0026038615,0.000024144281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004166143,0.00019607549,0.00041115927,0.000614102,0.00022102272,0.0010332125,0.00096940144,0.00008557934,0.00005596963],"category_scores_gemma":[0.00010414256,0.00009609813,0.0001624809,0.0014153853,0.000080607606,0.006202523,0.00009874524,0.00036522152,0.00014467583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000613842,0.0000740532,0.0014163735,0.00775104,0.00060598616,0.000004121107,0.017113624,0.7971468,0.0002853913,0.09058104,0.08373718,0.00067057513],"study_design_scores_gemma":[0.0016381295,0.00038941408,0.0020800296,0.005449029,0.0006461937,0.00077878655,0.2121535,0.12043648,0.00015789625,0.0007882082,0.6550281,0.0004541966],"about_ca_topic_score_codex":0.00037623383,"about_ca_topic_score_gemma":0.000025122645,"teacher_disagreement_score":0.6767103,"about_ca_system_score_codex":0.00011023978,"about_ca_system_score_gemma":0.00030828724,"threshold_uncertainty_score":0.9963292},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Process management; Management science; Computer science; Political science; Business; Economics","score_opus":0.034026759502990625,"score_gpt":0.23324699753252942,"score_spread":0.1992202380295388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391908065","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3907023,0.002748082,0.0016141689,0.0017271627,0.0033361819,0.0003834764,0.000011229564,0.0002541752,0.59922326],"genre_scores_gemma":[0.9982097,0.0001077886,0.0000111852905,0.0006641497,0.00079570187,0.0000036049678,0.0000058436044,0.000008257805,0.00019376834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821377,0.000012426947,0.001003272,0.00004519358,0.0005071908,0.00021814127],"domain_scores_gemma":[0.9982911,0.00004509517,0.00092646456,0.00017794113,0.00054849207,0.000010917812],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011483374,0.00016389306,0.00020761184,0.00041701779,0.00020232421,0.0015770814,0.00044230602,0.000111681744,0.00017903448],"category_scores_gemma":[0.000015868305,0.000095794014,0.00010718221,0.0005705229,0.000062452506,0.009096154,0.000035099532,0.0003789566,0.0010011067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003407385,0.0000083434825,0.00004958915,0.0006034003,0.000100460136,0.000008129044,0.00155052,0.0011173289,0.00008285529,0.980537,0.01494816,0.00096014503],"study_design_scores_gemma":[0.0018217992,0.00021402832,0.0005442782,0.0019501693,0.0004322971,0.0016869917,0.2835713,0.26501563,0.00032734,0.15274131,0.29064462,0.0010502271],"about_ca_topic_score_codex":0.00012407191,"about_ca_topic_score_gemma":0.0000024875735,"teacher_disagreement_score":0.8277957,"about_ca_system_score_codex":0.0000531836,"about_ca_system_score_gemma":0.00014001917,"threshold_uncertainty_score":0.9997767},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Unpacking; Process (computing); Process management; Computer science; Psychology; Engineering; Linguistics; Philosophy; Programming language","score_opus":0.087827695562706,"score_gpt":0.3314158064520817,"score_spread":0.24358811088937568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391923945","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27607808,0.12135558,0.5823327,0.0035547325,0.0036093327,0.0021009138,0.000014216705,0.00014576604,0.010808704],"genre_scores_gemma":[0.99887305,0.000687909,0.00031184827,0.0000508745,0.00006665964,0.0000036257914,4.502004e-7,0.0000017160033,0.0000038608973],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99859226,0.00025324817,0.00074682216,0.000026498865,0.0003072756,0.0000738869],"domain_scores_gemma":[0.99836147,0.0004959083,0.00073056755,0.00019495905,0.00020716299,0.000009916394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051620933,0.00006989435,0.00016655053,0.00010083671,0.00003872785,0.000258193,0.0008100079,0.000035526697,0.0000011774355],"category_scores_gemma":[0.0000813945,0.000027217342,0.00005201702,0.0006046844,0.000050169892,0.0020126472,0.00002096779,0.0003508077,0.0000013903352],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028312947,0.000017961638,0.000038868675,0.0028453497,0.00008030229,0.000009083442,0.41166943,0.023181986,0.00042374857,0.5535719,0.0018459945,0.0062870397],"study_design_scores_gemma":[0.0014412521,0.001743258,0.00050820835,0.044821948,0.00027751812,0.010873686,0.35983586,0.3396579,0.005225617,0.023706038,0.21093918,0.00096951344],"about_ca_topic_score_codex":0.000012501113,"about_ca_topic_score_gemma":3.0109283e-7,"teacher_disagreement_score":0.722795,"about_ca_system_score_codex":0.000013491092,"about_ca_system_score_gemma":0.00009160782,"threshold_uncertainty_score":0.24897611},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.06406924867524062,"score_gpt":0.2669158610288993,"score_spread":0.2028466123536587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399305569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8976044,0.002833642,0.010843429,0.0025325061,0.02188203,0.0016563545,0.00021822036,0.00003987415,0.062389538],"genre_scores_gemma":[0.9981084,0.00007552806,0.0000072612447,0.00016460234,0.0013821594,0.0000024160477,0.000008741304,0.000008448991,0.00024247018],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606377,0.00009754449,0.0025205181,0.00004088764,0.0010717689,0.00020551954],"domain_scores_gemma":[0.99380136,0.00011034793,0.0036662654,0.00035149662,0.0020466344,0.000023911989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004577755,0.00019970888,0.00042248724,0.00051744696,0.00017089184,0.00087421905,0.0012082491,0.00010285931,0.00014409143],"category_scores_gemma":[0.000064196705,0.00009189947,0.00015755907,0.0011117307,0.00010071886,0.0075634476,0.000110874455,0.0004347811,0.00018457937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015940916,0.0002197253,0.0016378642,0.038643476,0.0017349571,0.000012936784,0.027733423,0.36391774,0.0037073272,0.36710745,0.18627213,0.007418882],"study_design_scores_gemma":[0.0009810817,0.00031853444,0.002048799,0.005327789,0.0006070567,0.0015361231,0.14345516,0.08033048,0.00065947114,0.0015189834,0.7627097,0.00050681765],"about_ca_topic_score_codex":0.00038514298,"about_ca_topic_score_gemma":0.000018137436,"teacher_disagreement_score":0.5764376,"about_ca_system_score_codex":0.000059313636,"about_ca_system_score_gemma":0.00025765158,"threshold_uncertainty_score":0.84301144},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Data science; Political science; Computer science; Physics","score_opus":0.06821358119924247,"score_gpt":0.2714055177944604,"score_spread":0.20319193659521795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401876476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8389727,0.004488237,0.02345934,0.005393934,0.034344282,0.002591093,0.00021768895,0.00007273793,0.09046],"genre_scores_gemma":[0.99806535,0.00013758377,0.000008969923,0.00016356696,0.0014765024,0.000002578769,0.0000083941295,0.000008464873,0.00012859421],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957931,0.000106000756,0.002608858,0.000042117397,0.0012354661,0.00021442458],"domain_scores_gemma":[0.99345076,0.00011753309,0.0037977982,0.00037341635,0.0022361788,0.000024313093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005062698,0.00020762358,0.00043811536,0.000530386,0.00018563728,0.00090093387,0.0013212694,0.00010857023,0.00005273626],"category_scores_gemma":[0.00008897054,0.0000939243,0.00016899372,0.0012327393,0.00010756148,0.0075113745,0.00012192634,0.00045990536,0.00019748409],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012960731,0.0001722657,0.0014358847,0.021701336,0.0012192964,0.000009531808,0.0213304,0.44595844,0.0019881835,0.36596143,0.13306253,0.0058646253],"study_design_scores_gemma":[0.0012708975,0.00044685244,0.0029110166,0.0086488975,0.0010251146,0.0019163329,0.20740172,0.14056364,0.00059291295,0.0022921208,0.6322381,0.0006923792],"about_ca_topic_score_codex":0.0006741888,"about_ca_topic_score_gemma":0.000011377502,"teacher_disagreement_score":0.49917558,"about_ca_system_score_codex":0.000062455365,"about_ca_system_score_gemma":0.00026927286,"threshold_uncertainty_score":0.8687726},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Library science; Political science; Computer science; Data science; Physics","score_opus":0.0711113086585622,"score_gpt":0.2704702626228013,"score_spread":0.19935895396423914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403606157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493996,0.003988404,0.037811447,0.0054103467,0.03386727,0.0026563592,0.00023105761,0.000068820504,0.06656665],"genre_scores_gemma":[0.9980663,0.00012971548,0.000012011782,0.00014531275,0.0015121512,0.0000025501035,0.000008642852,0.000008898768,0.00011441017],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99588275,0.00010481939,0.002539947,0.000041738764,0.0012148384,0.00021589138],"domain_scores_gemma":[0.99350077,0.00011479995,0.003789552,0.0003666273,0.0022033022,0.000024946952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004791047,0.0002063093,0.00043197256,0.000538264,0.00018107412,0.0008761397,0.0012747353,0.00010141361,0.00006007185],"category_scores_gemma":[0.00008721714,0.00009391316,0.00016764473,0.0012131946,0.000102322054,0.00729347,0.0001178906,0.00043574555,0.00017472549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011610696,0.00015581501,0.0013240724,0.019012472,0.0011352861,0.000009127028,0.01737269,0.57087976,0.0014217504,0.29214722,0.088354826,0.0070258803],"study_design_scores_gemma":[0.0013316993,0.00045872308,0.0026672534,0.008233272,0.001021211,0.0019488065,0.18840341,0.19349697,0.00046835185,0.002052742,0.59923714,0.000680404],"about_ca_topic_score_codex":0.0006244766,"about_ca_topic_score_gemma":0.000012147193,"teacher_disagreement_score":0.5108823,"about_ca_system_score_codex":0.00006177467,"about_ca_system_score_gemma":0.00026904626,"threshold_uncertainty_score":0.8448635},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Process (computing); Artificial intelligence; Machine learning; Programming language","score_opus":0.2526160531350181,"score_gpt":0.3664771014690225,"score_spread":0.1138610483340044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403912518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043740224,0.0017754543,0.935587,0.0006134407,0.0027604592,0.0022845676,0.000032272972,0.00012596062,0.01308063],"genre_scores_gemma":[0.99923414,0.00006970326,0.00004134786,0.00004324655,0.00043054266,0.000044711756,0.000059984242,0.0000090581125,0.00006726372],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99767685,0.00006365569,0.0011625097,0.000055337205,0.0007649965,0.00027663456],"domain_scores_gemma":[0.9973963,0.00017749699,0.00062786747,0.00012501476,0.001658676,0.000014634949],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007651747,0.00013900636,0.00021490651,0.0010954764,0.00024230788,0.0016021132,0.0003947132,0.00009110101,0.000005289602],"category_scores_gemma":[0.00013255757,0.00008634808,0.000045682777,0.0012348105,0.000043471468,0.013144245,0.0000429811,0.0005211109,0.00011703722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029373367,0.000015058681,0.000059394733,0.003977933,0.000030008767,0.0000017191286,0.0023712118,0.9049348,0.00002911918,0.08590211,0.0010845452,0.0013003297],"study_design_scores_gemma":[0.0002688589,0.000030549254,0.000008240795,0.00093096076,0.000021793085,0.000059555412,0.011059516,0.9685579,0.000007264779,0.0010860147,0.017868461,0.000100875324],"about_ca_topic_score_codex":0.00031511718,"about_ca_topic_score_gemma":0.000005488078,"teacher_disagreement_score":0.9554939,"about_ca_system_score_codex":0.00009453426,"about_ca_system_score_gemma":0.00020929839,"threshold_uncertainty_score":0.9994343},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Data science; Computer science; Physics","score_opus":0.0544980920496428,"score_gpt":0.26354224635009255,"score_spread":0.20904415430044976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406861135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81081545,0.0022460814,0.02548478,0.008585539,0.02553434,0.0029468525,0.00012553643,0.000042491425,0.12421893],"genre_scores_gemma":[0.99871665,0.00009207419,0.000007744499,0.00032222873,0.0007319819,0.0000029527005,0.0000063001735,0.000005286221,0.00011477196],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99608296,0.000082080565,0.0026300063,0.000037407477,0.00096496113,0.00020256737],"domain_scores_gemma":[0.9914531,0.000107706284,0.005203428,0.00041041337,0.0028071818,0.000018172082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004047068,0.0001947123,0.0004595094,0.000542839,0.00026366304,0.0005267561,0.001474768,0.00010628711,0.00004033928],"category_scores_gemma":[0.00011614579,0.00009236006,0.00014476421,0.0012978452,0.000110304056,0.005371183,0.00014314998,0.00036064244,0.000078844736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018323637,0.00024664123,0.0073177423,0.016794197,0.0010707013,0.00000312161,0.010052975,0.54038495,0.0006034698,0.29307562,0.12507841,0.0035397925],"study_design_scores_gemma":[0.0024855246,0.0003666242,0.012921243,0.008255734,0.0010266292,0.00064564607,0.20290655,0.07123458,0.00061407435,0.0019446193,0.6969369,0.00066185126],"about_ca_topic_score_codex":0.0008617138,"about_ca_topic_score_gemma":0.000025753981,"teacher_disagreement_score":0.5718585,"about_ca_system_score_codex":0.00007280119,"about_ca_system_score_gemma":0.0002472494,"threshold_uncertainty_score":0.5079521},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Volume (thermodynamics); Political science; Computer science; Physics; Thermodynamics","score_opus":0.053605276808410235,"score_gpt":0.26576694473554796,"score_spread":0.21216166792713773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86272347,0.0013022374,0.012530103,0.002613595,0.014847651,0.0016616626,0.00010864933,0.000022248556,0.10419038],"genre_scores_gemma":[0.9986076,0.000054130287,0.000008384866,0.00030706244,0.000706542,0.0000025819038,0.0000070031047,0.0000052387,0.00030147904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960947,0.00010997049,0.0026519971,0.000037473765,0.0009047991,0.00020106364],"domain_scores_gemma":[0.99138784,0.000105633335,0.005288637,0.00040020354,0.0027983375,0.000019363544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004283874,0.00019282015,0.00046592805,0.00055034686,0.00021420712,0.00052433566,0.0013898775,0.000107696695,0.00009562796],"category_scores_gemma":[0.00009545766,0.00009203733,0.00014168493,0.0011935594,0.00010703483,0.0057053734,0.00013326416,0.00038293746,0.000076798075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002414637,0.00030811355,0.0059950007,0.025500746,0.0016158244,0.000004319833,0.013435704,0.35835597,0.0028396763,0.41285846,0.17126548,0.005406064],"study_design_scores_gemma":[0.0026022033,0.00037638165,0.009660348,0.006356643,0.00089369813,0.00075472903,0.24211195,0.0519861,0.0013734997,0.0027233465,0.68048084,0.0006802583],"about_ca_topic_score_codex":0.0004773211,"about_ca_topic_score_gemma":0.00002356841,"teacher_disagreement_score":0.50921535,"about_ca_system_score_codex":0.00006608068,"about_ca_system_score_gemma":0.0002816725,"threshold_uncertainty_score":0.50561804},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.022815603969692476,"score_gpt":0.22814264581472446,"score_spread":0.20532704184503198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411094478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158173,0.00015293952,0.033790834,0.006989366,0.0003491529,0.000666306,0.000023962233,0.00003464689,0.04217548],"genre_scores_gemma":[0.998382,0.000028730627,0.00013489787,0.0012345952,0.00008543642,0.000007519789,0.000028023498,0.0000024403114,0.000096363656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988129,0.000018448538,0.00059811585,0.00006238083,0.00037510626,0.00013300595],"domain_scores_gemma":[0.9982732,0.000028211682,0.0007561625,0.000092781425,0.00083707116,0.000012559832],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00079586176,0.00013277697,0.00020261727,0.00021531445,0.00031125464,0.0010421551,0.00020507822,0.000055800017,0.000012539155],"category_scores_gemma":[0.0000444121,0.0000863259,0.000017395412,0.0003065451,0.0001319113,0.0037523648,0.000058655987,0.00014648036,0.0000062629147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022245513,0.000037690625,0.025510537,0.0006352365,0.00016341869,0.0000012701026,0.001962891,0.00040506187,0.00019955113,0.9661321,0.004373537,0.00035627533],"study_design_scores_gemma":[0.011073075,0.0005719313,0.13037886,0.0023163548,0.0006398231,0.0012904158,0.66929066,0.028831571,0.000721402,0.035846286,0.11737877,0.0016608568],"about_ca_topic_score_codex":0.00013183775,"about_ca_topic_score_gemma":0.00005371616,"teacher_disagreement_score":0.9302858,"about_ca_system_score_codex":0.000042809563,"about_ca_system_score_gemma":0.00009046176,"threshold_uncertainty_score":0.9999949},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Optimal distinctiveness theory; Business; Investment (military); Industrial organization; Political science; Psychology","score_opus":0.03263592744135663,"score_gpt":0.23170368887568685,"score_spread":0.19906776143433022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412950903","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3207575,0.00014496096,0.00075071503,0.0007834969,0.0011761485,0.00032600216,0.0000011793929,0.00002324974,0.6760367],"genre_scores_gemma":[0.9978853,0.0000416663,0.0000071095888,0.001477074,0.0002587452,0.0000074758213,0.0000123572145,0.0000037612112,0.00030649695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987233,0.000025307654,0.0007862514,0.000047849877,0.00028281013,0.00013443375],"domain_scores_gemma":[0.9982461,0.000029091065,0.000876629,0.00012857858,0.0007108132,0.000008836772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011579841,0.00012816391,0.00017942474,0.0003661943,0.00027929677,0.00055930053,0.000210395,0.000041409876,0.000016457649],"category_scores_gemma":[0.000015484049,0.00008419647,0.000032043125,0.0005003443,0.00005579227,0.001811686,0.00006470451,0.00014532833,0.000057102498],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006625476,0.000025822965,0.0016490315,0.0007373492,0.00007206295,4.258571e-7,0.0002800127,0.000465293,0.000022468572,0.9950948,0.001181767,0.0004047435],"study_design_scores_gemma":[0.009844054,0.0003167486,0.11030671,0.00324977,0.0010998944,0.00011896797,0.17054236,0.28898883,0.00012118147,0.07226797,0.34162852,0.0015149991],"about_ca_topic_score_codex":0.000024164046,"about_ca_topic_score_gemma":0.000005309336,"teacher_disagreement_score":0.92282677,"about_ca_system_score_codex":0.000056558325,"about_ca_system_score_gemma":0.000060762348,"threshold_uncertainty_score":0.5393348},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.13949842701863838,"score_gpt":0.4005537592584726,"score_spread":0.26105533223983424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095381","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09161685,0.00057079573,0.86728096,0.0014473661,0.0028296302,0.0010345095,0.00010280763,0.000010778508,0.0351063],"genre_scores_gemma":[0.9992659,0.000008280302,0.00054037804,0.00007540852,0.000058328304,0.000008255157,0.0000025043246,0.0000031452394,0.000037810965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99194956,0.0010746507,0.003751535,0.00007991763,0.0029899639,0.00015438322],"domain_scores_gemma":[0.98719573,0.0013454834,0.0027815427,0.00037646564,0.008242276,0.000058492875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01931924,0.00014363104,0.00058406766,0.0007175015,0.00017310223,0.00030895448,0.00061939575,0.00010330072,0.00006606456],"category_scores_gemma":[0.0018137586,0.00008193956,0.0001621893,0.0013306498,0.00010428385,0.002114133,0.000033945085,0.00017987957,0.000012788762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022886685,0.00005202352,0.000023008815,0.00013370575,0.00007604523,6.3751537e-7,0.010903515,0.017420664,0.0021373737,0.96441364,0.0037886547,0.00082186196],"study_design_scores_gemma":[0.0027703443,0.0011326835,0.00064475514,0.001168524,0.00024221234,0.00007415113,0.25246856,0.22959898,0.004319229,0.5049227,0.0023904862,0.00026738096],"about_ca_topic_score_codex":0.000058132344,"about_ca_topic_score_gemma":0.0000088967145,"teacher_disagreement_score":0.90764904,"about_ca_system_score_codex":0.00009821792,"about_ca_system_score_gemma":0.00074103527,"threshold_uncertainty_score":0.66957015},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Volume (thermodynamics); Data science; Computer science; Political science; Management science; Library science; Engineering; Physics","score_opus":0.057141760145452886,"score_gpt":0.27022250965538686,"score_spread":0.21308074950993397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413247728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7931233,0.0020140442,0.026450282,0.005434505,0.022754835,0.0025376775,0.00010581684,0.000039624938,0.1475399],"genre_scores_gemma":[0.99865615,0.00009862578,0.000010359338,0.00030517628,0.00075504254,0.0000027563806,0.000006726144,0.0000052503196,0.00015992776],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958433,0.00011952209,0.0027454917,0.00003860961,0.0010432636,0.00020982031],"domain_scores_gemma":[0.9909088,0.00011249195,0.005477167,0.00042510655,0.0030567667,0.000019686795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047378736,0.00020046388,0.0004831528,0.0005641041,0.00023267535,0.0005404119,0.0015198174,0.00011367418,0.00003499978],"category_scores_gemma":[0.00013228082,0.00009406515,0.00015197019,0.0013234662,0.000114308335,0.005666017,0.00014654887,0.0004050847,0.00008218782],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019408783,0.00023881927,0.0051948195,0.0141578065,0.0011227789,0.0000031475038,0.010218656,0.43405977,0.0015057563,0.40636262,0.12097019,0.00422475],"study_design_scores_gemma":[0.0032845328,0.00051454204,0.013371053,0.01005632,0.0014707079,0.0009177189,0.34102574,0.088916704,0.0012033145,0.0040048766,0.5343289,0.0009056128],"about_ca_topic_score_codex":0.00083541527,"about_ca_topic_score_gemma":0.000014783432,"teacher_disagreement_score":0.4133587,"about_ca_system_score_codex":0.00006958149,"about_ca_system_score_gemma":0.00029435402,"threshold_uncertainty_score":0.5211204},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Consequentialism; Corporate governance; Virtual reality; Premise; Business ethics; Stakeholder; Intersection (aeronautics); Immersive technology","score_opus":0.14307057133354112,"score_gpt":0.4002433528483979,"score_spread":0.2571727815148568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415200767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8258961,0.0010766365,0.108058535,0.021161983,0.0036933937,0.0014398596,0.00021157225,0.000023782692,0.03843818],"genre_scores_gemma":[0.9981472,0.0009485245,0.00007982933,0.000565473,0.00016431171,0.0000033358858,0.0000024241883,0.0000024814833,0.00008641857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99788094,0.00030228362,0.00090592646,0.000048411956,0.0006521215,0.00021034152],"domain_scores_gemma":[0.99494666,0.0020707354,0.001344418,0.00010423651,0.0014450835,0.00008885318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076429714,0.000108319735,0.00034555967,0.00005960195,0.0006428697,0.00022263158,0.00033150596,0.00045141153,0.0000044737258],"category_scores_gemma":[0.0022073863,0.00007074216,0.00010425969,0.00018890401,0.00080743915,0.001307539,0.00003051304,0.0007494282,0.0000010961567],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002194742,0.0000118036,0.000039356833,0.000056983365,0.0000716716,4.903449e-7,0.051821057,0.00033882982,0.000038768067,0.9469432,0.000258273,0.00020009426],"study_design_scores_gemma":[0.0012940071,0.00090387964,0.0007209142,0.0008539187,0.00014559737,0.00002314103,0.5865566,0.00073475135,0.0001630629,0.40389696,0.004484949,0.00022220297],"about_ca_topic_score_codex":0.0016998668,"about_ca_topic_score_gemma":0.00014311328,"teacher_disagreement_score":0.54304624,"about_ca_system_score_codex":0.000121302066,"about_ca_system_score_gemma":0.0011963958,"threshold_uncertainty_score":0.49444985},"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,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_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)","score_opus":0.021505728970869078,"score_gpt":0.2732778508437137,"score_spread":0.25177212187284465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415630635","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39687866,0.00018980584,0.0027455618,0.0020894294,0.00043806646,0.00045153752,0.000003890551,0.0000057671114,0.5971973],"genre_scores_gemma":[0.99964917,0.000057089062,0.000018674082,0.00018948555,0.000047658636,0.0000031355069,0.0000018020331,0.000001323659,0.000031658168],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879694,0.000087921246,0.00064045156,0.000021353128,0.00032595676,0.0001273607],"domain_scores_gemma":[0.9988585,0.00017486891,0.00067573955,0.000078309684,0.00019365882,0.000018896751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002556471,0.00007010498,0.00016378122,0.00017864032,0.00026027666,0.00018676849,0.00032892654,0.000040474384,0.000008056144],"category_scores_gemma":[0.0000143084,0.000035091485,0.00004285282,0.00052150385,0.00011291923,0.0027046,0.000011366653,0.00018675372,0.000005068015],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043364233,0.000022751432,0.0005326347,0.00018411118,0.00016103746,0.0000027448816,0.6831335,0.03037661,0.000006395022,0.28173637,0.0003672145,0.0030430192],"study_design_scores_gemma":[0.00041394017,0.00005046341,0.00038273455,0.0004222252,0.000030305046,0.00001343875,0.9914471,0.00009260342,0.0000368542,0.00168283,0.0053717005,0.00005583252],"about_ca_topic_score_codex":0.00030900404,"about_ca_topic_score_gemma":0.000093920244,"teacher_disagreement_score":0.6027705,"about_ca_system_score_codex":0.00007689441,"about_ca_system_score_gemma":0.00022256582,"threshold_uncertainty_score":0.20018639},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Volume (thermodynamics); Information system; Information technology; Strategic planning; Management information systems","score_opus":0.019864709549330426,"score_gpt":0.22387218117169702,"score_spread":0.2040074716223666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415692591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8521034,0.0006088145,0.009166765,0.0033680333,0.007946263,0.0015578152,0.00004509626,0.000037187718,0.12516661],"genre_scores_gemma":[0.9988138,0.00008888744,0.000014734874,0.00043198143,0.00046063837,0.0000047170474,0.0000048465176,0.0000056326885,0.00017476329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9953366,0.0001006518,0.0032486636,0.000035759367,0.0010264625,0.00025184918],"domain_scores_gemma":[0.9887294,0.0000900554,0.007965261,0.00042047884,0.0027756013,0.000019207839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042718602,0.0002226328,0.0005425626,0.000708223,0.00027857433,0.000390326,0.0013940687,0.0001722184,0.000025349736],"category_scores_gemma":[0.00012303857,0.00011158063,0.00019277057,0.0012912432,0.00013683306,0.00615625,0.0001115621,0.0005271743,0.00008107637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086430623,0.00008856301,0.0023501983,0.0041653044,0.00065157504,0.0000016765391,0.00696807,0.28242376,0.00032026865,0.6607699,0.03955654,0.0018398693],"study_design_scores_gemma":[0.006369531,0.0008816895,0.013253943,0.005178423,0.0011476793,0.0009204844,0.5708662,0.083193645,0.0010721048,0.0075299335,0.30867732,0.0009090209],"about_ca_topic_score_codex":0.0005371919,"about_ca_topic_score_gemma":0.000015916443,"teacher_disagreement_score":0.6532399,"about_ca_system_score_codex":0.000103846665,"about_ca_system_score_gemma":0.00039009942,"threshold_uncertainty_score":0.45501262},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Work (physics); Institutional logic; Corporate governance; Informal sector; Service (business); Digital ecosystem; Digital Revolution","score_opus":0.03852420297638212,"score_gpt":0.25163000598428126,"score_spread":0.21310580300789914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415754541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5176248,0.00031286702,0.023608511,0.00082669064,0.0016213127,0.0007512304,0.00002560224,0.000044665132,0.45518434],"genre_scores_gemma":[0.99920076,0.00012717875,0.000014256748,0.00026988375,0.00018269668,0.000007249741,0.000023341805,0.0000017148612,0.00017288775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873257,0.000019083403,0.0007280869,0.000027011007,0.0003229093,0.00017035616],"domain_scores_gemma":[0.99907357,0.00007906723,0.00045418847,0.00006215765,0.00026771871,0.000063317435],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00117123,0.000093807466,0.00013887267,0.00022187104,0.00044998407,0.0007672551,0.00018897603,0.00008733774,0.000013350155],"category_scores_gemma":[0.000034162054,0.000062194486,0.000048180445,0.0002712095,0.00014671248,0.015528074,0.000018419369,0.0001397057,0.000017531904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028278874,0.000026882295,0.004570213,0.00018625347,0.000109434324,6.8723955e-7,0.089339174,0.0016585926,4.187817e-7,0.8697177,0.0011825572,0.032925304],"study_design_scores_gemma":[0.0038311086,0.0003961365,0.008016677,0.0019199576,0.00012863014,0.00019342381,0.22966732,0.0046478207,0.000026892143,0.027988436,0.7225154,0.0006681819],"about_ca_topic_score_codex":0.00006623671,"about_ca_topic_score_gemma":0.000017911589,"teacher_disagreement_score":0.8417293,"about_ca_system_score_codex":0.000087370616,"about_ca_system_score_gemma":0.00022988123,"threshold_uncertainty_score":0.99824125},"labels":[],"label_agreement":null}]}