{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":52,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":52,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2d2d56cf6f7e","filters":{"venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems"}},"results":[{"id":"W2049217144","doi":"10.1145/506740.506745","title":"Using an adapted grounded theory approach for inductive theory building about virtual team development","year":2000,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":214,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Grounded theory; Axial coding; Coding (social sciences); Computer science; Perspective (graphical); Coding theory; Process (computing); Human–computer interaction; Qualitative research; Theoretical computer science; Artificial intelligence; Sociology; Theoretical sampling; Programming language","authors":[{"name":"Suprateek Sarker","is_ca":false},{"name":"Francis Lau","is_ca":true},{"name":"Sundeep Sahay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05489389213379445,"gpt":0.3498738756906924,"spread":0.294979983556898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04067511,0.00125991,0.001403984,0.007562078,0.003939277,0.007546916,0.004032307,0.002015246,0.006927249],"category_scores_gemma":[0.05496451,0.0009163067,0.001960949,0.009165387,0.007921369,0.006436151,0.008287095,0.005789313,0.001441119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006542305,"about_ca_system_score_gemma":0.009941209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003877317,"about_ca_topic_score_gemma":0.007138675,"domain_scores_codex":[0.9567239,0.03381026,0.00170149,0.002337436,0.004681116,0.0007457985],"domain_scores_gemma":[0.9463655,0.04372207,0.001042593,0.004259424,0.004097747,0.0005126014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008502675,0.0003922635,0.001225092,0.002083988,0.000124407,0.0005384387,0.1195717,0.007531447,0.003573305,0.623224,0.005686472,0.2359639],"study_design_scores_gemma":[0.0003776669,0.0003854649,0.001343099,0.003020103,0.0001091462,0.0005274809,0.04879127,0.02219349,0.006002917,0.771447,0.1455874,0.0002149579],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004927532,0.0001154665,0.9791723,0.0008472117,0.0001365099,0.005518998,0.0004041808,0.0001375565,0.008740202],"genre_scores_gemma":[0.03166753,0.0001726071,0.954802,0.0003769467,0.00002208092,0.0112858,0.0003314723,0.00006164435,0.001279987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04067511,"threshold_uncertainty_score":0.2151131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033701236","doi":"10.1145/1104004.1104007","title":"A framework for information technology outsourcing risk management","year":2005,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":188,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Outsourcing; Risk management; Business; Risk analysis (engineering); IT risk; Information technology; IT risk management; Knowledge management; Risk management information systems; Operations management; Process management; Information system; Management information systems; Finance; Computer science; Engineering; Marketing","authors":[{"name":"Benoit A. Aubert","is_ca":true},{"name":"Michel Patry","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359926248439705,"gpt":0.2645081143613909,"spread":0.2509088518769939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006597659,0.001593427,0.0007047098,0.00362501,0.003137689,0.007431833,0.002815153,0.003556982,0.005882708],"category_scores_gemma":[0.006498938,0.0005764073,0.001430832,0.003177042,0.01048348,0.008959225,0.004772143,0.003885787,0.0009928647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00511553,"about_ca_system_score_gemma":0.005505007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006837924,"about_ca_topic_score_gemma":0.003910569,"domain_scores_codex":[0.9953647,0.002508949,0.0002901397,0.0003979615,0.001091055,0.0003472093],"domain_scores_gemma":[0.99656,0.001714652,0.0004426467,0.0003291323,0.0005437771,0.0004097414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001320398,0.000006015885,0.00007045236,0.00001554154,0.000003460195,0.00004143889,0.0003169508,0.001985346,0.00002260366,0.9941841,0.0007232959,0.002629391],"study_design_scores_gemma":[0.00000633162,0.000009576238,0.00009030345,0.0001015983,0.000005596232,0.00008630665,0.0005471864,0.009267228,0.00004349516,0.9645372,0.02529429,0.00001096925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006304876,0.004447437,0.8531735,0.02011427,0.000340777,0.0002202943,0.0001380209,0.0001988464,0.115062],"genre_scores_gemma":[0.4964014,0.007141484,0.4697177,0.001821066,0.0009951743,0.001063015,0.0002569853,0.0001336166,0.02246965],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007431833,"threshold_uncertainty_score":0.03711587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969930070","doi":"10.1145/506724.506726","title":"The future of diffusion research","year":2001,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Diffusion; Business; Physics; Thermodynamics","authors":[{"name":"Wynne W. Chin","is_ca":false},{"name":"Barbara L. Marcolin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118568373209162,"gpt":0.4395777851939672,"spread":0.3210094119848051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05317007,0.001117621,0.002337453,0.008009902,0.003356007,0.01989539,0.002640063,0.009768085,0.01964888],"category_scores_gemma":[0.08075571,0.0006083148,0.001494545,0.008051055,0.01971448,0.05218904,0.006471171,0.008745757,0.004874395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009402297,"about_ca_system_score_gemma":0.01083062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00429088,"about_ca_topic_score_gemma":0.002850164,"domain_scores_codex":[0.9680769,0.02052525,0.001019225,0.00259105,0.006222479,0.0015651],"domain_scores_gemma":[0.8350186,0.12801,0.003376677,0.01075139,0.01734601,0.005497463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001178106,0.00007461265,0.002756758,0.001301396,0.00009523537,0.0001330911,0.004017894,0.0008350973,0.000263393,0.6345182,0.1335041,0.2223824],"study_design_scores_gemma":[0.00002783912,0.00004983391,0.00108235,0.002187301,0.00002907673,0.0001365953,0.004573028,0.001177838,0.0001424777,0.68453,0.306018,0.00004559839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003984382,0.2728192,0.01214244,0.6586966,0.007999401,0.00003978565,0.0003225305,0.0002147322,0.04378097],"genre_scores_gemma":[0.2575837,0.5926589,0.0201977,0.06381834,0.0327354,0.0004387139,0.0005708892,0.0004104971,0.03158588],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.05317007,"threshold_uncertainty_score":0.2811936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2080175869","doi":"10.1145/506724.506727","title":"Factors influencing the formation of a user's perceptions and use of a DSS software innovation","year":2001,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Perception; Knowledge management; Planner; Competence (human resources); Software; Diffusion of innovations; Work (physics); Software development; Computer science; Psychology; Engineering; Business; Marketing; Social psychology","authors":[{"name":"Mike Chiasson","is_ca":true},{"name":"Chris Y. Lovato","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1345694212104779,"gpt":0.3793068780890549,"spread":0.244737456878577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008848028,0.0002407675,0.0002576839,0.001800737,0.001255264,0.003656994,0.0004372606,0.001066149,0.001611058],"category_scores_gemma":[0.0553733,0.0003911949,0.0004581349,0.0006667014,0.002241765,0.00233284,0.001578025,0.001332323,0.000251284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009838481,"about_ca_system_score_gemma":0.0009812897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00579052,"about_ca_topic_score_gemma":0.00462414,"domain_scores_codex":[0.9920794,0.004723492,0.0006586764,0.0003348201,0.001641762,0.0005619174],"domain_scores_gemma":[0.9293033,0.05222483,0.007199386,0.001872391,0.006338379,0.003061763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004014247,0.0006043349,0.6777281,0.0001704783,0.00009981498,0.0006725519,0.271154,0.0006112508,0.006732075,0.001680964,0.0003809397,0.03976402],"study_design_scores_gemma":[0.00004652109,0.001545896,0.7086995,0.0001893448,0.0001126588,0.001306941,0.2701047,0.006236466,0.003830082,0.001783387,0.005919875,0.0002247161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973029,0.00004860405,0.0007534191,0.0001691238,0.000002488754,0.00001926061,0.000008767433,0.000007463651,0.001688018],"genre_scores_gemma":[0.9990385,0.00005162696,0.0005924496,0.00003804926,0.000002959764,0.0000122242,0.00001565033,0.000004139521,0.0002444589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008848028,"threshold_uncertainty_score":0.0467934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3110860986","doi":"10.1145/3410977.3410980","title":"A Decade of NeuroIS Research","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Field (mathematics); Engineering ethics; Perspective (graphical); Identity (music); Empirical research; Management science; Data science; Sociology; Psychology; Knowledge management; Computer science; Epistemology; Engineering","authors":[{"name":"René Riedl‬","is_ca":false},{"name":"Thomas Fischer","is_ca":false},{"name":"Pierre‐Majorique Léger","is_ca":true},{"name":"Fred D. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1177429455073875,"gpt":0.3809482993466548,"spread":0.2632053538392673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01780554,0.0005874711,0.001112201,0.01340112,0.002629454,0.01486348,0.001460923,0.002881856,0.009702601],"category_scores_gemma":[0.03758977,0.0005389382,0.0007548778,0.02339103,0.007286086,0.02149715,0.004016822,0.004265667,0.002803002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008609294,"about_ca_system_score_gemma":0.01535326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004676222,"about_ca_topic_score_gemma":0.005210367,"domain_scores_codex":[0.9898382,0.003853522,0.00134892,0.001214094,0.003220729,0.0005243797],"domain_scores_gemma":[0.9370517,0.03812021,0.004871635,0.002992008,0.01426363,0.002700754],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001440206,0.0001065374,0.006091108,0.009254507,0.00009229219,0.0003088344,0.01063434,0.0003242111,0.0005550581,0.2485807,0.1079184,0.61599],"study_design_scores_gemma":[0.000008197639,0.00005735011,0.004849482,0.01073736,0.00004379588,0.0004528225,0.009127945,0.0001619318,0.0003694691,0.03644978,0.9377096,0.0000322227],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007900904,0.827872,0.003695279,0.09694128,0.005781367,0.00005111833,0.0004580044,0.00009395753,0.05720619],"genre_scores_gemma":[0.07274152,0.8809261,0.005277899,0.02285485,0.006876104,0.0001267484,0.0006741448,0.0001226224,0.01040003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9821945,"threshold_uncertainty_score":0.09416586,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067709461","doi":"10.1145/957758.957763","title":"In their own words","year":2003,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Negotiation; Knowledge management; Business; Value (mathematics); Virtual organization; Focus (optics); Information technology; Public relations; Computer science; Sociology; Political science","authors":[{"name":"Blaize Horner Reich","is_ca":true},{"name":"Kay M. Nelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01709254099265459,"gpt":0.2542443718637576,"spread":0.2371518308711031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003059146,0.0007122217,0.0006245188,0.001229355,0.005536239,0.0141246,0.001773305,0.003832589,0.1246653],"category_scores_gemma":[0.02111295,0.00024423,0.0003549378,0.002097854,0.006237407,0.01120101,0.005489741,0.007146781,0.08057702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002376176,"about_ca_system_score_gemma":0.003490833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005375798,"about_ca_topic_score_gemma":0.006604969,"domain_scores_codex":[0.9943497,0.00214588,0.0002642878,0.0007887139,0.001804393,0.000647055],"domain_scores_gemma":[0.9910365,0.002499283,0.0008869451,0.001125763,0.003132533,0.001318872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003094698,0.00002815845,0.0009856588,0.000127873,0.000007963366,0.0002120912,0.01707775,0.00003575698,0.0001930339,0.1174917,0.8106019,0.05320727],"study_design_scores_gemma":[0.000001829493,0.000005809909,0.0001443822,0.00009023972,0.000001516133,0.0001044562,0.005226431,0.00001253013,0.0000378515,0.003341991,0.9910273,0.000005663563],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005340719,0.01332479,0.003734417,0.1773218,0.04131594,0.0001060801,0.0008094819,0.0004213063,0.7576255],"genre_scores_gemma":[0.07724787,0.007858831,0.002142875,0.08685985,0.009965808,0.0001584771,0.0006743898,0.0005119158,0.81458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1246653,"threshold_uncertainty_score":0.4170468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978343529","doi":"10.1145/513264.513271","title":"A resource-based analysis of IT sourcing","year":2002,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"HEC Montréal; Victoria University of Wellington","keywords":"Resource (disambiguation); Strategic sourcing; Mode (computer interface); Value (mathematics); Business; Resource-based view; Knowledge management; Information system; Insourcing; Information technology; Industrial organization; Computer science; Process management; Strategic planning; Outsourcing; Marketing; Engineering; Strategic financial management","authors":[{"name":"Vital Roy","is_ca":true},{"name":"Benoit A. Aubert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02875102508057527,"gpt":0.2549842308386239,"spread":0.2262332057580486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003690438,0.000599473,0.0005704734,0.005919798,0.001770911,0.004218678,0.001335222,0.001037708,0.01416951],"category_scores_gemma":[0.01000569,0.0003538519,0.001142494,0.005559046,0.001769429,0.005540824,0.001857396,0.001222701,0.0009415676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004525954,"about_ca_system_score_gemma":0.002886614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008202607,"about_ca_topic_score_gemma":0.004288613,"domain_scores_codex":[0.9977543,0.0009537066,0.000067143,0.0001798108,0.0007414046,0.000303697],"domain_scores_gemma":[0.9920609,0.005679268,0.0004862902,0.000531205,0.0008814034,0.0003609374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001737589,0.0002140314,0.01141121,0.0003261813,0.0001065371,0.000855968,0.002067437,0.07887948,0.002313447,0.8419711,0.002324034,0.05935681],"study_design_scores_gemma":[0.00007119535,0.000327105,0.02837136,0.0004431183,0.0001547086,0.0005442616,0.007000444,0.4401535,0.002632738,0.4640509,0.05607884,0.0001717656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4721073,0.004014226,0.2262055,0.003892532,0.0001471133,0.0006105057,0.0009995144,0.0002833383,0.2917401],"genre_scores_gemma":[0.9676335,0.000975932,0.02268339,0.00008829006,0.0000466275,0.0001335809,0.000279079,0.00005871199,0.008100903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01416951,"threshold_uncertainty_score":0.04740173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043850209","doi":"10.1145/1080390.1080395","title":"Virtual organization and electronic commerce","year":2005,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Virtual organization; Knowledge management; Business; E-commerce; Computer science; World Wide Web","authors":[{"name":"Bob Travica","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009464304144668562,"gpt":0.2474913760468536,"spread":0.2380270719021851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001266393,0.0002315257,0.0002733878,0.001487891,0.002195141,0.009555305,0.0004363964,0.00222404,0.01023137],"category_scores_gemma":[0.003929473,0.0001236372,0.000158319,0.00308856,0.00643744,0.005714292,0.002652893,0.001633917,0.0008596919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002005678,"about_ca_system_score_gemma":0.001586126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002025604,"about_ca_topic_score_gemma":0.001772753,"domain_scores_codex":[0.9983236,0.001020691,0.00005375976,0.0001249632,0.0002751309,0.0002018198],"domain_scores_gemma":[0.9969208,0.002132704,0.0003400968,0.0001195958,0.000198466,0.000288342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001738801,0.00003609134,0.001327631,0.0001186097,0.000005605612,0.0002213964,0.001750927,0.0002415524,0.000045473,0.9596754,0.00580399,0.03075598],"study_design_scores_gemma":[0.00002225519,0.00008470767,0.003794358,0.0007493474,0.00001224423,0.001289881,0.005436691,0.0007167179,0.00009513491,0.6682519,0.3195231,0.00002369202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0453769,0.1384457,0.007616417,0.02679716,0.001520871,0.00004170122,0.00005081806,0.0000480927,0.7801023],"genre_scores_gemma":[0.9000888,0.05887951,0.002856404,0.004664064,0.001617928,0.00007125625,0.00006835468,0.00002293321,0.03173079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01023137,"threshold_uncertainty_score":0.03422737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073959493","doi":"10.1145/2096140.2096147","title":"Factors influencing e-government maturity in transition economies and developing countries","year":2012,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cape Breton University","funders":"","keywords":"Maturity (psychological); Transparency (behavior); Government (linguistics); Developing country; Latin Americans; Capability Maturity Model; Resource (disambiguation); Regional science; Business; Political science; Economic growth; Economics; Geography","authors":[{"name":"Princely Ifinedo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03149000056811151,"gpt":0.3005134074858047,"spread":0.2690234069176932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001083802,0.0001586187,0.0001841726,0.001571735,0.0007810326,0.002023526,0.0001340806,0.0002238571,0.001372884],"category_scores_gemma":[0.007518846,0.0001228116,0.0002287853,0.002691351,0.0008658379,0.001315891,0.001758301,0.0007479446,0.00009888683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241101,"about_ca_system_score_gemma":0.001129459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01749154,"about_ca_topic_score_gemma":0.02184844,"domain_scores_codex":[0.9993156,0.0002162174,0.00007014586,0.00004916727,0.00006400432,0.000284808],"domain_scores_gemma":[0.9949635,0.001721183,0.001977669,0.0001281387,0.0005473953,0.0006621034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005526179,0.00005048523,0.9854355,0.0000364935,0.00001655326,0.0002708463,0.003644995,0.0004687898,0.0001260872,0.001577315,0.0001694748,0.008148126],"study_design_scores_gemma":[0.000003347867,0.00003549487,0.981976,0.00005011301,0.00001004481,0.0001130178,0.01594889,0.000232518,0.000126116,0.0003683535,0.001128835,0.000007197548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968816,0.0002139408,0.00005632267,0.0001540611,0.000002018591,0.00001024775,0.0001026869,0.000001998014,0.002577067],"genre_scores_gemma":[0.9996673,0.0001340495,0.00003695983,0.00001429339,0.00000108033,0.000003787957,0.00007624325,6.944396e-7,0.00006566595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01749154,"threshold_uncertainty_score":0.03477949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984757552","doi":"10.1145/1390673.1390677","title":"Thar's gold in them thar constructs","year":2008,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Conceptualization; Construct (python library); Data science; Computer science; Management science; Engineering ethics; Sociology; Engineering; Artificial intelligence","authors":[{"name":"Henri Barki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.127100650649107,"gpt":0.3695527560394634,"spread":0.2424521053903564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007845642,0.0007023775,0.0006411118,0.004285322,0.004602303,0.009273992,0.001134895,0.003318786,0.02038127],"category_scores_gemma":[0.02383454,0.0004512263,0.0007557314,0.004711312,0.01622946,0.01178032,0.007612401,0.005963858,0.004997694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005183818,"about_ca_system_score_gemma":0.006453463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008139986,"about_ca_topic_score_gemma":0.009505334,"domain_scores_codex":[0.9908518,0.003864399,0.0006258601,0.001133912,0.002947984,0.0005759358],"domain_scores_gemma":[0.9888582,0.00492652,0.0007499501,0.002206723,0.002487743,0.0007708527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001102887,0.00001416582,0.0009151211,0.00009831407,0.000006558695,0.00006443998,0.00516248,0.00007720941,0.0001295203,0.9262843,0.03377279,0.0334641],"study_design_scores_gemma":[0.000007560033,0.00002118358,0.00167018,0.0006800679,0.00001176716,0.0002822195,0.00697991,0.0002281162,0.0001753605,0.3511752,0.6387445,0.00002400052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01594825,0.01819234,0.06891288,0.1752517,0.006203958,0.0003593232,0.0008802843,0.000477624,0.7137737],"genre_scores_gemma":[0.5721073,0.02744696,0.09468789,0.04672108,0.002870422,0.001140181,0.001193972,0.0007226504,0.2531095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02038127,"threshold_uncertainty_score":0.06818217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973816908","doi":"10.1145/1795377.1795381","title":"The end of the information system life","year":2010,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Premise; Status quo; Embeddedness; Information system; Knowledge management; Business; Psychology; Political science; Computer science; Sociology; Epistemology; Social science","authors":[{"name":"Brent Furneaux","is_ca":false},{"name":"Michael Wade","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01661693720019251,"gpt":0.3155561871522432,"spread":0.2989392499520507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009064592,0.0004245933,0.0005191388,0.001664305,0.003562675,0.01922909,0.001327101,0.003758878,0.01061958],"category_scores_gemma":[0.02566445,0.0004443402,0.000622165,0.001800111,0.01059976,0.02150928,0.006474188,0.006865206,0.003148555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003482295,"about_ca_system_score_gemma":0.005686551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00203528,"about_ca_topic_score_gemma":0.001164652,"domain_scores_codex":[0.9853247,0.006556816,0.0007965541,0.001105529,0.004997019,0.001219362],"domain_scores_gemma":[0.9667742,0.01588284,0.001781125,0.00603035,0.004896154,0.004635338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001121326,0.0001211482,0.006058875,0.000280867,0.00004176838,0.0003027622,0.01478108,0.0008047834,0.001430199,0.8445593,0.01904903,0.1124581],"study_design_scores_gemma":[0.00001944096,0.0002837593,0.006206061,0.000671646,0.00002659477,0.000480626,0.01209393,0.001819873,0.001056232,0.4054011,0.5718765,0.00006415263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1589627,0.02286424,0.08769239,0.2092873,0.002555016,0.0002102295,0.000735625,0.0009070373,0.5167856],"genre_scores_gemma":[0.9304094,0.008411597,0.01790382,0.009740777,0.001073749,0.0001663218,0.0004555252,0.0002099751,0.03162881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01922909,"threshold_uncertainty_score":0.04793876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3121665157","doi":"10.1145/3447934.3447938","title":"What's Next in Blockchain Research?","year":2021,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Viewpoints; Blockchain; Maturity (psychological); Foundation (evidence); Distributed ledger; GRASP; Value (mathematics); Presentation (obstetrics); Data science; Engineering ethics; Perspective (graphical); Computer science; Knowledge management; Management science; Diversity (politics); Political science; Engineering; Computer security","authors":[{"name":"Horst Treiblmaier","is_ca":false},{"name":"Melanie Swan","is_ca":false},{"name":"Primavera De Filippi","is_ca":false},{"name":"Mary C. Lacity","is_ca":false},{"name":"Thomas Hardjono","is_ca":false},{"name":"Henry Kim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04913964189916888,"gpt":0.3419693960495823,"spread":0.2928297541504134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0314497,0.0007298232,0.001334109,0.003322352,0.01010984,0.02561969,0.002717556,0.009907063,0.005273194],"category_scores_gemma":[0.0323207,0.0006102802,0.0007199177,0.006364701,0.03501606,0.06439511,0.006122799,0.01058263,0.001657135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599494,"about_ca_system_score_gemma":0.01269885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003867315,"about_ca_topic_score_gemma":0.004759415,"domain_scores_codex":[0.9826969,0.01204416,0.0004496848,0.001541117,0.002120937,0.001147136],"domain_scores_gemma":[0.9563523,0.03202119,0.001694321,0.002675609,0.003375351,0.003881091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007758322,0.00005827863,0.001309918,0.0007979146,0.00002188686,0.0001877465,0.009104162,0.0005416758,0.0002435768,0.9085239,0.01797096,0.06116235],"study_design_scores_gemma":[0.00001051155,0.00003051745,0.0002446747,0.0012688,0.00001125706,0.0001047816,0.0113939,0.0005981607,0.000223012,0.8877822,0.09829889,0.00003338343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01309668,0.1135788,0.02695647,0.802725,0.00527625,0.00005857087,0.0001120994,0.0001468466,0.03804938],"genre_scores_gemma":[0.6162482,0.2394283,0.03935825,0.07667624,0.01244915,0.0005287117,0.0003039612,0.000264419,0.01474275],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0314497,"threshold_uncertainty_score":0.1663239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082414976","doi":"10.1145/3400043.3400046","title":"Organizational Adoption of Information Security Solutions","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information and Cyber Security","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Business; Innovation diffusion; Knowledge management; Robustness (evolution); Information security; Information system; Information technology; Diffusion of innovations; Survey data collection; Marketing; Computer science; Political science; Computer security","authors":[{"name":"Tejaswini Herath","is_ca":true},{"name":"Hemantha S. B. Herath","is_ca":true},{"name":"John D’Arcy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02131257217750533,"gpt":0.2565815728399101,"spread":0.2352690006624048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003554211,0.0001593832,0.0001340633,0.001573229,0.0006912585,0.00211076,0.0003517002,0.0005922542,0.001293282],"category_scores_gemma":[0.01929233,0.0001793836,0.0003000311,0.001032964,0.0007293125,0.001418656,0.00131415,0.0005989558,0.0001501276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072702,"about_ca_system_score_gemma":0.001433153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404524,"about_ca_topic_score_gemma":0.004253529,"domain_scores_codex":[0.9951579,0.002308543,0.0004101756,0.0004029982,0.001298806,0.0004215831],"domain_scores_gemma":[0.9767678,0.01042408,0.007782601,0.001497692,0.002677558,0.0008502754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005179375,0.0003339122,0.8887379,0.0001579659,0.0001155485,0.0001196044,0.01214702,0.001645457,0.002116071,0.007362788,0.0003723088,0.08683963],"study_design_scores_gemma":[0.00001708642,0.0004135409,0.9637138,0.0001736903,0.00006596822,0.0002085828,0.01847704,0.005026362,0.001735393,0.003202833,0.006933449,0.00003216058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939584,0.0001060369,0.0007099668,0.0003661594,0.000003749732,0.00001729919,0.00002393813,0.000006842044,0.004807577],"genre_scores_gemma":[0.9991954,0.00009103773,0.0004860625,0.00002866794,0.0000038529,0.000006463726,0.0000232884,9.814391e-7,0.0001644332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003554211,"threshold_uncertainty_score":0.01879668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080242800","doi":"10.1145/3410977.3410982","title":"Directing Technology Addiction Research in Information Systems","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Addiction; Psychology; Field (mathematics); Engineering ethics; Order (exchange); Data science; Computer science; Neuroscience; Business; Engineering","authors":[{"name":"Alexander Serenko","is_ca":true},{"name":"Ofir Turel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06706992399660289,"gpt":0.3900446421501726,"spread":0.3229747181535697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02273399,0.0005707877,0.001454388,0.008397506,0.001998616,0.0126866,0.00172488,0.004067106,0.006583647],"category_scores_gemma":[0.03060213,0.0006722029,0.001254205,0.009612388,0.01090785,0.01892933,0.005686591,0.008139054,0.001930713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006521696,"about_ca_system_score_gemma":0.01134588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004589439,"about_ca_topic_score_gemma":0.004683998,"domain_scores_codex":[0.9814184,0.01449521,0.0007561508,0.0007773781,0.001704967,0.0008479316],"domain_scores_gemma":[0.9525062,0.03529914,0.002186518,0.003078831,0.004748356,0.002180989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008925042,0.0004232973,0.008295259,0.00370056,0.0001336266,0.0003193907,0.005832493,0.001120678,0.001612777,0.7789931,0.01552612,0.1839535],"study_design_scores_gemma":[0.00007256714,0.0004418462,0.007243672,0.01043732,0.000185607,0.0005849403,0.02443559,0.00399535,0.002572703,0.6291476,0.3208039,0.00007892099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05469695,0.3154662,0.08541793,0.3840034,0.003454658,0.0007336178,0.0003123396,0.0004568039,0.1554581],"genre_scores_gemma":[0.4836003,0.3597459,0.09673462,0.03500785,0.004615736,0.0008695946,0.0002269814,0.0002761294,0.01892293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02273399,"threshold_uncertainty_score":0.1202303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989471299","doi":"10.1145/1278253.1278258","title":"The tyranny of methodologies in information systems research <sup>1</sup>","year":2007,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Field (mathematics); Perspective (graphical); Management science; Context (archaeology); Phenomenon; Computer science; Engineering ethics; Quality (philosophy); Data science; Sociology; Epistemology; Engineering; Mathematics; Artificial intelligence","authors":[{"name":"R. Brent Gallupe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1238292644543067,"gpt":0.4623531220313611,"spread":0.3385238575770544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2364533,0.0008558824,0.001280609,0.006226893,0.00789867,0.03995914,0.002624859,0.005764246,0.004649422],"category_scores_gemma":[0.2766552,0.001592737,0.001110302,0.0120268,0.03819523,0.02743205,0.008693466,0.01104082,0.002686223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01435254,"about_ca_system_score_gemma":0.0270664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00423669,"about_ca_topic_score_gemma":0.005358928,"domain_scores_codex":[0.6177278,0.2745067,0.02498653,0.01141192,0.06829932,0.003067725],"domain_scores_gemma":[0.2796974,0.5874335,0.04247158,0.03816679,0.047089,0.00514172],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001529603,0.00008783466,0.008655435,0.002280573,0.0001322802,0.0001870655,0.01225032,0.001457568,0.001243272,0.7057177,0.02700593,0.240829],"study_design_scores_gemma":[0.00005919077,0.0003916863,0.00652663,0.003858188,0.0001175592,0.0008575011,0.01288513,0.003591122,0.002081214,0.5355991,0.4338659,0.0001667159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03688231,0.07254416,0.2568287,0.5146763,0.007857487,0.0005069332,0.0002781371,0.0006922717,0.1097337],"genre_scores_gemma":[0.52046,0.05606439,0.3173754,0.06812043,0.01315155,0.002290282,0.0003445229,0.001085586,0.02110785],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7635467,"threshold_uncertainty_score":0.941589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084253356","doi":"10.1145/1278253.1278260","title":"Visualization of web spaces","year":2007,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"World Wide Web; Computer science; Web modeling; Web navigation; Web intelligence; Data Web; Web standards; Social Semantic Web; Web page; Cyberspace; Web mapping; Web design; Web development; Information retrieval; Semantic Web; The Internet","authors":[{"name":"Ozgur Turetken","is_ca":true},{"name":"Ramesh Sharda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02421142750556114,"gpt":0.3348181446461068,"spread":0.3106067171405457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011386,0.0009353667,0.0004974572,0.006033682,0.001013737,0.005928992,0.0006766762,0.0009870172,0.00875488],"category_scores_gemma":[0.004815295,0.0003316354,0.0006442134,0.004283919,0.0007065193,0.003955915,0.002940994,0.001047229,0.001405895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005194152,"about_ca_system_score_gemma":0.0006369298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115728,"about_ca_topic_score_gemma":0.001837492,"domain_scores_codex":[0.9991269,0.0003642657,0.00005217139,0.0001237178,0.0002442123,0.00008884467],"domain_scores_gemma":[0.9979299,0.0008823424,0.0001983496,0.0003173435,0.0004996434,0.0001724038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007785184,0.0002007417,0.01492651,0.002450266,0.0002322715,0.001651301,0.02529926,0.03603998,0.03442689,0.2927713,0.08813246,0.5030906],"study_design_scores_gemma":[0.0001085351,0.0001918329,0.01853373,0.001175494,0.0001460975,0.002929417,0.01435125,0.2145277,0.0221471,0.2747847,0.4508547,0.0002494063],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1074351,0.01069225,0.7760213,0.004271633,0.0007976691,0.0003732152,0.007125107,0.01745741,0.07582624],"genre_scores_gemma":[0.6567478,0.005548961,0.321546,0.0003798835,0.0002656633,0.0003178709,0.004421714,0.001341867,0.00943035],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00875488,"threshold_uncertainty_score":0.02928799,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010116412","doi":"10.1145/1104004.1104008","title":"Complexities in IS sourcing","year":2005,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Equifinality; Confusion; Outsourcing; Function (biology); Strategic sourcing; LEAPS; Scope (computer science); Business; Computer science; Risk analysis (engineering); Management science; Marketing; Economics; Artificial intelligence; Psychology","authors":[{"name":"Barbara L. Marcolin","is_ca":true},{"name":"Alain Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02558912530685049,"gpt":0.266498881336302,"spread":0.2409097560294515,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04795017,0.001143122,0.001549953,0.008744352,0.01122331,0.03879084,0.004440915,0.006647042,0.00707033],"category_scores_gemma":[0.05900353,0.001321863,0.001801359,0.01351831,0.03031777,0.04083033,0.02074209,0.008090083,0.001737533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01315409,"about_ca_system_score_gemma":0.01580739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004405621,"about_ca_topic_score_gemma":0.0030861,"domain_scores_codex":[0.9213149,0.04448373,0.004463093,0.003939944,0.0220552,0.003743177],"domain_scores_gemma":[0.9181989,0.05839274,0.00372075,0.008559321,0.00908033,0.00204795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000477211,0.00003568301,0.002365344,0.0004985834,0.00003390891,0.0007342403,0.01774714,0.001452759,0.0004480034,0.9240671,0.002504151,0.05006536],"study_design_scores_gemma":[0.000021734,0.00005898518,0.002514547,0.001423357,0.00004591384,0.0008620367,0.05083288,0.002580083,0.0009037368,0.8315541,0.1091247,0.00007785087],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1945535,0.03958727,0.129616,0.1447986,0.001045805,0.0004207774,0.0003216479,0.0003602981,0.4892962],"genre_scores_gemma":[0.9349097,0.01513789,0.02927466,0.005440355,0.0006356736,0.0004138806,0.0002361718,0.0002023293,0.01374934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04795017,"threshold_uncertainty_score":0.2535877,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965687511","doi":"10.1145/3353401.3353405","title":"An Exploration of the Drivers of Non-Adoption Behavior","year":2019,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Psychology; Knowledge management; Risk perception; Phenomenon; Function (biology); Cognitive psychology; Computer science; Social psychology; Epistemology","authors":[{"name":"Colleen Carraher Wolverton","is_ca":false},{"name":"Ronald T. Cenfetelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08031482334457482,"gpt":0.3859845686261589,"spread":0.3056697452815841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005822027,0.0002680031,0.0003502045,0.001699805,0.0007839406,0.00265192,0.0006050256,0.0004891024,0.002680247],"category_scores_gemma":[0.02934122,0.0002855174,0.0004713997,0.001685845,0.00117229,0.002431123,0.001290357,0.001268375,0.0002444155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097704,"about_ca_system_score_gemma":0.002139708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004863536,"about_ca_topic_score_gemma":0.005259537,"domain_scores_codex":[0.9961135,0.001966642,0.0002427786,0.000315376,0.0009894286,0.0003722046],"domain_scores_gemma":[0.9614204,0.0246364,0.008272644,0.001458159,0.002932204,0.001280225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085901,0.0003828067,0.9342626,0.00009929042,0.00005152898,0.0002600364,0.02222433,0.0002789381,0.001131302,0.007340855,0.0001600761,0.03369976],"study_design_scores_gemma":[0.00001124265,0.0002766945,0.947735,0.00007753917,0.00003952959,0.0002881311,0.03618782,0.006760781,0.0006930983,0.005188951,0.002708948,0.00003235789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958121,0.00007946902,0.001181118,0.0004252646,0.000002957288,0.00004382778,0.0000265393,0.000007359801,0.00242135],"genre_scores_gemma":[0.9990956,0.00007734854,0.0005094621,0.00002195347,0.000003007059,0.00001433213,0.00002372503,0.000002723217,0.0002519114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005822027,"threshold_uncertainty_score":0.03079021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055456522","doi":"10.1145/2516955.2516957","title":"Advancing theory through the conceptualization and development of causal attributions for computer performance histories","year":2013,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; Simon Fraser University; University of Lethbridge","funders":"","keywords":"Conceptualization; Attribution; Psychology; Attribution bias; Social psychology; Field (mathematics); Knowledge management; Cognitive psychology; Computer science; Artificial intelligence","authors":[{"name":"Helen Kelley","is_ca":true},{"name":"Deborah Compeau","is_ca":true},{"name":"Christopher A. Higgins","is_ca":true},{"name":"Michael Parent","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07494674424943341,"gpt":0.35794693144801,"spread":0.2830001871985766,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04843622,0.001242211,0.001106089,0.0106411,0.003093192,0.008700031,0.003701547,0.003013696,0.004569971],"category_scores_gemma":[0.1362236,0.0009911181,0.00187265,0.008091257,0.02807887,0.02251974,0.005451099,0.005797242,0.0005051276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006796228,"about_ca_system_score_gemma":0.006096715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005430548,"about_ca_topic_score_gemma":0.003231695,"domain_scores_codex":[0.9717966,0.01873497,0.001712662,0.002910399,0.004261679,0.0005836292],"domain_scores_gemma":[0.7479178,0.2080314,0.01438952,0.01645964,0.01156062,0.001641139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000150335,0.000059032,0.008689208,0.0003070118,0.00005924355,0.00006283516,0.006799831,0.002767488,0.00009538296,0.9468972,0.0007954411,0.0334522],"study_design_scores_gemma":[0.00001662151,0.00003674821,0.005178806,0.0004207038,0.00004246276,0.00009548802,0.00253552,0.009842344,0.000196399,0.9726918,0.008881079,0.000062026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03771763,0.005195962,0.9012454,0.01955689,0.0005298762,0.000503008,0.0003814,0.0002253099,0.03464456],"genre_scores_gemma":[0.7512192,0.004599592,0.2389462,0.00164977,0.0004910326,0.00103505,0.0003591927,0.00009088139,0.001609197],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04843622,"threshold_uncertainty_score":0.2561583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067619994","doi":"10.1145/1080390.1080396","title":"A new twist on an old method","year":2005,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; York University","funders":"","keywords":"Strengths and weaknesses; Computer science; World Wide Web; Twist; Information retrieval; Data science; Human–computer interaction; Psychology; Mathematics","authors":[{"name":"Michael Wade","is_ca":true},{"name":"Peter Tingling","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03677274427068113,"gpt":0.4040345411448107,"spread":0.3672617968741296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08415206,0.001774975,0.002674945,0.007398713,0.006578263,0.01815809,0.00466749,0.00950015,0.01966423],"category_scores_gemma":[0.105384,0.00105115,0.002046299,0.004673144,0.06605043,0.04094492,0.01127511,0.02582683,0.007185935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008627318,"about_ca_system_score_gemma":0.008290245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003352373,"about_ca_topic_score_gemma":0.002851848,"domain_scores_codex":[0.9206355,0.05480214,0.003402046,0.008544444,0.01111417,0.001501561],"domain_scores_gemma":[0.8748105,0.08773254,0.002722737,0.01982257,0.01165749,0.003254299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000621948,0.00003003617,0.0003268356,0.0002182228,0.00002289295,0.00003235948,0.001517592,0.00007953849,0.00009240769,0.9571475,0.02134825,0.01912224],"study_design_scores_gemma":[0.000065268,0.00006513256,0.0003017089,0.0007987065,0.00002314705,0.0001340991,0.0008309666,0.0005374572,0.000197726,0.7405863,0.256398,0.00006145164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.004498578,0.04118726,0.3023219,0.4763374,0.03793954,0.0004109505,0.001037817,0.0007805337,0.135486],"genre_scores_gemma":[0.1950865,0.04136278,0.3962373,0.2044012,0.05286355,0.003892506,0.0006555061,0.002392116,0.1031086],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08415206,"threshold_uncertainty_score":0.4450439,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038359307","doi":"10.1145/1161345.1161352","title":"The pendulum swings back","year":2006,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Theory of planned behavior; Reliability (semiconductor); Computer science; Control (management); Service provider; Service (business); Power (physics); Business; Marketing; Artificial intelligence","authors":[{"name":"Yulin Fang","is_ca":true},{"name":"Derrick J. Neufeld","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05700507596870477,"gpt":0.3607077808372696,"spread":0.3037027048685649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004339695,0.0008650091,0.000853196,0.001456333,0.003550758,0.007898338,0.001200619,0.003289138,0.02759981],"category_scores_gemma":[0.01432695,0.0005377039,0.0007521416,0.001004347,0.009807274,0.009263154,0.004864917,0.006927299,0.01807144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800605,"about_ca_system_score_gemma":0.004017215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988409,"about_ca_topic_score_gemma":0.005532326,"domain_scores_codex":[0.9964699,0.001499467,0.00009259287,0.0007052486,0.00070892,0.0005239833],"domain_scores_gemma":[0.9962783,0.001132183,0.0002252998,0.0004843395,0.001027103,0.0008527167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000435651,0.0001717652,0.005052991,0.0003262432,0.0001138808,0.0003919298,0.007463006,0.0009777861,0.001069603,0.3945432,0.3332705,0.2561834],"study_design_scores_gemma":[0.00004706896,0.0001704888,0.00206015,0.0005356672,0.00002524196,0.0002005909,0.004557297,0.0009136006,0.0003160861,0.1976992,0.7934065,0.00006822222],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03308818,0.0216199,0.05175305,0.5642341,0.02598563,0.0001464798,0.0006324929,0.001159062,0.3013811],"genre_scores_gemma":[0.5672652,0.01823497,0.02030741,0.1416774,0.005996537,0.0002740425,0.0006112591,0.001120321,0.2445129],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02759981,"threshold_uncertainty_score":0.09233057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238338282","doi":"10.1145/1453794.1453804","title":"Thar's gold in them thar constructs","year":2008,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Conceptualization; Construct (python library); Data science; Computer science; Management science; Engineering ethics; Engineering; Artificial intelligence","authors":[{"name":"Henri Barki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05415822336956868,"gpt":0.3408052691051783,"spread":0.2866470457356097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007612343,0.000711863,0.0006482014,0.004222323,0.004874599,0.009461403,0.00114698,0.003470404,0.02081512],"category_scores_gemma":[0.02289067,0.0004624475,0.0007739385,0.004465282,0.01728741,0.01235019,0.007844416,0.006293584,0.005169366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005417753,"about_ca_system_score_gemma":0.006609012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008385408,"about_ca_topic_score_gemma":0.009952178,"domain_scores_codex":[0.9911318,0.003701924,0.0006008743,0.001136032,0.002877007,0.000552288],"domain_scores_gemma":[0.9894035,0.004592926,0.0006910578,0.002213132,0.002378228,0.000721156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001037942,0.00001240645,0.0007494024,0.00008651157,0.000006033761,0.00005809486,0.004557501,0.00007167452,0.0001153818,0.9324154,0.03179472,0.03012243],"study_design_scores_gemma":[0.00000737237,0.0000193105,0.001344118,0.000620311,0.00001119288,0.0002619176,0.006138474,0.0002104607,0.0001790097,0.3674582,0.6237271,0.00002262676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01416901,0.01822526,0.06760543,0.1749212,0.006624202,0.0003203765,0.0008008446,0.0004650333,0.7168687],"genre_scores_gemma":[0.5500185,0.02786134,0.09332875,0.04841698,0.003051668,0.001078371,0.001126184,0.0007567938,0.2743613],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02081512,"threshold_uncertainty_score":0.06963354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038131901","doi":"10.1145/2038056.2038061","title":"Heterogeneity of IT employees","year":2011,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Baylor University","keywords":"Business; Turnover; Extant taxon; Ambiguity; Economic shortage; Flexibility (engineering); Sample (material); Marketing; Homogeneous; Human resource management; Public relations; Psychology; Management; Economics; Political science","authors":[{"name":"Janice Lo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04637683838853294,"gpt":0.2853406839631477,"spread":0.2389638455746148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002263337,0.0001102882,0.0002507448,0.001536388,0.00127033,0.002330815,0.0005602615,0.0003329882,0.005818007],"category_scores_gemma":[0.0115263,0.0001229689,0.0002737911,0.001289239,0.0005800456,0.001341157,0.001771251,0.0005248052,0.000647035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001038136,"about_ca_system_score_gemma":0.0006283569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005301226,"about_ca_topic_score_gemma":0.005646549,"domain_scores_codex":[0.9971468,0.0007245667,0.0002358409,0.0004287071,0.0007299246,0.0007340871],"domain_scores_gemma":[0.9944795,0.00200655,0.001319864,0.0006047307,0.0005641658,0.001025173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532833,0.0001409647,0.9143424,0.00008665483,0.00009887773,0.0005662661,0.01464615,0.0003501597,0.001155816,0.006765733,0.002599256,0.05909442],"study_design_scores_gemma":[0.00002228293,0.0001614242,0.9403248,0.0001293907,0.00007017846,0.0008649208,0.03773329,0.001022471,0.0004615331,0.007594671,0.0115788,0.00003628359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856178,0.000470237,0.001441935,0.0007076564,0.00002872959,0.0000430674,0.0001860369,0.00001003098,0.01149435],"genre_scores_gemma":[0.9987451,0.00008135659,0.000112091,0.0001392631,0.00001757913,0.00001607577,0.00009473817,0.000002903395,0.0007909565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005818007,"threshold_uncertainty_score":0.01946318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2987387909","doi":"10.1145/3371041.3371046","title":"Cognitive Bias in the Peer Review Process","year":2019,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Publication; Psychology; Process (computing); Peer review; Perception; Reliability (semiconductor); Cognition; Cognitive bias; Social psychology; Applied psychology; Computer science; Political science","authors":[{"name":"Chris Street","is_ca":true},{"name":"Kerry Ward","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03631679237531469,"gpt":0.307120249385612,"spread":0.2708034570102973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.6310127,0.001449584,0.002001455,0.01180171,0.01151413,0.0177512,0.00550614,0.008586558,0.004200229],"category_scores_gemma":[0.8545108,0.001481177,0.00162454,0.006384067,0.02842344,0.01206595,0.01326669,0.00956963,0.001590447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01471204,"about_ca_system_score_gemma":0.02613499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00542177,"about_ca_topic_score_gemma":0.005039048,"domain_scores_codex":[0.1703671,0.580668,0.03945784,0.02538188,0.179005,0.005120194],"domain_scores_gemma":[0.05511967,0.7204691,0.08127218,0.04120163,0.0971884,0.004748948],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001379909,0.0004188533,0.06154021,0.006387192,0.001918906,0.001194699,0.2604596,0.002057557,0.004761838,0.2235118,0.04052544,0.395844],"study_design_scores_gemma":[0.001577901,0.001501712,0.07269477,0.008999655,0.000799432,0.003066251,0.03929772,0.01255834,0.009610945,0.5741134,0.2741387,0.001641207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2318133,0.01989106,0.4004808,0.2099905,0.01270863,0.00788126,0.0003028314,0.00155968,0.1153719],"genre_scores_gemma":[0.8927059,0.002406141,0.06041683,0.03070725,0.006337075,0.003131296,0.00008027094,0.0003214202,0.003893914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3689873,"threshold_uncertainty_score":0.4550271,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"evaluation","study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2032953889","doi":"10.1145/1120501.1120504","title":"The high wire balancing act of the IS project director","year":2006,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Transformational leadership; Transactional leadership; Business; Project management; Knowledge management; Schedule; OPM3; Process management; Project stakeholder; Project management triangle; Computer science; Engineering; Public relations; Political science; Systems engineering","authors":[{"name":"Vital Roy","is_ca":true},{"name":"Carmen Bernier","is_ca":true},{"name":"Lucie Léveillé","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01980288670458079,"gpt":0.2887557618102823,"spread":0.2689528751057015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008689772,0.000514361,0.0002445765,0.001428701,0.005414706,0.008142862,0.0008061497,0.001038327,0.02193801],"category_scores_gemma":[0.01901689,0.0005073652,0.0002424926,0.001323916,0.003209803,0.00247447,0.004345193,0.002239676,0.005428655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094717,"about_ca_system_score_gemma":0.004392407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002308303,"about_ca_topic_score_gemma":0.004014604,"domain_scores_codex":[0.9867483,0.007179328,0.0004227216,0.001544653,0.002837891,0.001266998],"domain_scores_gemma":[0.9830381,0.003994389,0.001979862,0.002653103,0.003610605,0.004723893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005671644,0.0005177484,0.09220769,0.0003688126,0.0001226968,0.001571828,0.06630149,0.001100152,0.02132794,0.1904891,0.1000903,0.5253352],"study_design_scores_gemma":[0.0001092541,0.0007917618,0.07741802,0.0002378181,0.0001187887,0.002019202,0.05907557,0.003285141,0.00823837,0.01490458,0.8336285,0.000173007],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4847353,0.0005402645,0.08232141,0.01271115,0.001274546,0.000588108,0.0001309437,0.0009845134,0.4167137],"genre_scores_gemma":[0.8377168,0.0002498076,0.01717282,0.001679198,0.0002006625,0.0002393678,0.0001447936,0.0002505701,0.142346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02193801,"threshold_uncertainty_score":0.07338989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186590193","doi":"10.1145/3551783.3551789","title":"Directing Technology Addiction Research in Information Systems","year":2022,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Addiction; Conceptualization; Phenomenon; Terminology; Psychology; Salience (neuroscience); Behavioral addiction; Artifact (error); Mood; Cognitive psychology; Social psychology; Psychiatry; Computer science; Neuroscience; Artificial intelligence; Epistemology","authors":[{"name":"Alexander Serenko","is_ca":true},{"name":"Ofir Turel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04967607239917769,"gpt":0.3864326977072154,"spread":0.3367566253080377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01259058,0.0006245679,0.001241823,0.008867276,0.002440017,0.009515206,0.001317904,0.004578399,0.006552977],"category_scores_gemma":[0.02174672,0.0005207193,0.00089575,0.007636057,0.01662144,0.01205675,0.005588563,0.007869422,0.00179521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005342759,"about_ca_system_score_gemma":0.004907876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002662914,"about_ca_topic_score_gemma":0.002635315,"domain_scores_codex":[0.9852562,0.01076342,0.0006018176,0.000787069,0.001963277,0.000628213],"domain_scores_gemma":[0.9547395,0.03534367,0.001810615,0.002433161,0.004255029,0.001417999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004975118,0.0002135569,0.00355786,0.001690681,0.00005721806,0.0001877148,0.007893261,0.000327522,0.0008680667,0.8442141,0.02644518,0.1144951],"study_design_scores_gemma":[0.00004750328,0.0002560632,0.005631952,0.005847765,0.00007199351,0.0004121633,0.01701944,0.001245327,0.00138368,0.3970124,0.5710227,0.0000489705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0319104,0.3432744,0.06939801,0.2990043,0.01549199,0.0005355104,0.0002097857,0.000391121,0.2397844],"genre_scores_gemma":[0.3749974,0.4114923,0.04603064,0.09062435,0.0239998,0.001610055,0.0001825463,0.0005204556,0.05054241],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01259058,"threshold_uncertainty_score":0.0665862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025927720","doi":"10.1145/1795377.1795379","title":"Mobile collaboration","year":2010,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Social capital; Knowledge management; Mobile device; Business; Computer science; Sociology; World Wide Web; Social science","authors":[{"name":"Hossam Ali‐Hassan","is_ca":true},{"name":"Dorit Nevo","is_ca":true},{"name":"Saggi Nevo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01929238644178061,"gpt":0.3387891587709103,"spread":0.3194967723291297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001584651,0.0006439982,0.0005452052,0.00144125,0.002822154,0.004914914,0.001253417,0.001551226,0.05889722],"category_scores_gemma":[0.007070391,0.0002557176,0.0007893269,0.002189655,0.0008339845,0.004144338,0.006360529,0.0007600014,0.01365157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582813,"about_ca_system_score_gemma":0.001770807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873706,"about_ca_topic_score_gemma":0.002357901,"domain_scores_codex":[0.9968933,0.001255014,0.0001749902,0.0006032262,0.000616384,0.000457061],"domain_scores_gemma":[0.9963081,0.001043054,0.0004867776,0.0009766626,0.0006462725,0.0005391118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004227413,0.0002981074,0.01450496,0.001217116,0.0001819301,0.001257311,0.009886735,0.003521707,0.002545056,0.4617284,0.05741715,0.4470188],"study_design_scores_gemma":[0.0001148465,0.0003800652,0.006518783,0.0004774907,0.0001221366,0.002187491,0.006822502,0.00726619,0.001687212,0.1646823,0.8096673,0.00007365792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05331526,0.004368982,0.1337111,0.005053103,0.001000166,0.0006833934,0.001558793,0.0009849822,0.7993243],"genre_scores_gemma":[0.7824355,0.002962737,0.04174567,0.001076039,0.0004785781,0.000793667,0.001918371,0.000119678,0.1684697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05889722,"threshold_uncertainty_score":0.1970308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021669646","doi":"10.1145/2544415.2544420","title":"The analysis of formative measurement in IS research","year":2013,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Formative assessment; Structural equation modeling; Partial least squares regression; Computer science; Covariance; Mathematics; Statistics; Machine learning","authors":[{"name":"Ronald T. Cenfetelli","is_ca":true},{"name":"Geneviève Bassellier","is_ca":true},{"name":"Clay Posey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.225404523921454,"gpt":0.4561775420009374,"spread":0.2307730180794834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2516507,0.002186588,0.001709048,0.01221319,0.003680418,0.01643329,0.003411373,0.002742023,0.003846309],"category_scores_gemma":[0.5680485,0.001374221,0.002468428,0.01923266,0.01199872,0.02142746,0.006319019,0.00653138,0.0008529969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007501916,"about_ca_system_score_gemma":0.01052086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001864026,"about_ca_topic_score_gemma":0.00165649,"domain_scores_codex":[0.650582,0.2755938,0.01745339,0.0105122,0.04391062,0.001948001],"domain_scores_gemma":[0.2777499,0.5614741,0.04851217,0.0608608,0.04956448,0.001838669],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001469209,0.0003759188,0.04140195,0.002864684,0.000517667,0.000141818,0.02066271,0.003387138,0.001870677,0.5227719,0.004542583,0.401316],"study_design_scores_gemma":[0.0001206684,0.001088129,0.04115873,0.005035929,0.0004420571,0.0005110055,0.01184164,0.0329469,0.009328045,0.8473736,0.04981096,0.0003423311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03656731,0.002337952,0.9298185,0.006296934,0.0007283441,0.001521043,0.0006172064,0.0005019944,0.02161085],"genre_scores_gemma":[0.4639186,0.002502459,0.5229399,0.001579439,0.0008002032,0.005544776,0.0007612123,0.0003107716,0.001642613],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7483493,"threshold_uncertainty_score":0.9228479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739769790","doi":"10.1145/3130515.3130520","title":"Strategic Insights into Localizing Web Communications","year":2017,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Multinational corporation; Business; Content analysis; Marketing; Cultural diversity; Advertising; Political science; Sociology","authors":[{"name":"Nitish Singh","is_ca":false},{"name":"Ji Eun Park","is_ca":false},{"name":"Wootae Chun","is_ca":true},{"name":"Francisco Tigre Moura","is_ca":false},{"name":"Seung Hyun Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06648813501480567,"gpt":0.3748277657500228,"spread":0.3083396307352171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338247,0.0003714235,0.0001140282,0.001393078,0.001899709,0.006870106,0.0005192182,0.0008193877,0.004513708],"category_scores_gemma":[0.002770483,0.0002202235,0.0001589068,0.00141918,0.003432139,0.005668615,0.002970137,0.0007491215,0.0006081397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001899546,"about_ca_system_score_gemma":0.00251837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006264955,"about_ca_topic_score_gemma":0.01416202,"domain_scores_codex":[0.9988066,0.0007373599,0.00004034257,0.00007769356,0.0001392293,0.0001987825],"domain_scores_gemma":[0.9980857,0.0007962427,0.0003456346,0.0001143665,0.0002955913,0.000362505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300706,0.0002348538,0.08059095,0.0006479268,0.00003737846,0.004442726,0.267699,0.002695953,0.008291721,0.4664335,0.006570282,0.1622256],"study_design_scores_gemma":[0.00002931621,0.0001469507,0.02900087,0.0004730048,0.00005849724,0.001205323,0.7384189,0.005558616,0.003220592,0.08040161,0.1414316,0.0000549031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5928889,0.0006727116,0.01688381,0.005249823,0.00003613489,0.00009515953,0.00006507152,0.00008931392,0.3840192],"genre_scores_gemma":[0.9930356,0.0003477307,0.002278784,0.0001808556,0.000006146467,0.00001647891,0.00002710689,0.00001333492,0.00409386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006870106,"threshold_uncertainty_score":0.01509988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017905500","doi":"10.1145/2659254.2659257","title":"Aligning IT for future business value","year":2014,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Portfolio; Value (mathematics); Process management; Process (computing); Business value; Computer science; Project portfolio management; Knowledge management; Strategic alignment; Business; Management science; Risk analysis (engineering); Systems engineering; Engineering; Marketing; Project management; Economics; Microeconomics; Strategic planning; Finance","authors":[{"name":"Yasser Rahrovani","is_ca":true},{"name":"Ali Kermanshah","is_ca":false},{"name":"Alain Pinsonneault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01388083972589524,"gpt":0.2547510300531901,"spread":0.2408701903272948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004517911,0.0006931416,0.0006541269,0.004122547,0.001644757,0.01228105,0.0009494894,0.001841317,0.007858867],"category_scores_gemma":[0.02779543,0.0004180908,0.0006900702,0.007124244,0.002448957,0.01526409,0.004737605,0.002345722,0.001347004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004184318,"about_ca_system_score_gemma":0.004169191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002040039,"about_ca_topic_score_gemma":0.002242248,"domain_scores_codex":[0.9929878,0.002223224,0.0003905988,0.0008055666,0.002746546,0.000846289],"domain_scores_gemma":[0.9870707,0.004564357,0.002969441,0.001559133,0.002692598,0.00114363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009446748,0.0001911835,0.02343294,0.0002118042,0.0001087179,0.0001261447,0.001728774,0.01559117,0.002067693,0.7086518,0.00518048,0.2426149],"study_design_scores_gemma":[0.00001643015,0.0001550141,0.01802771,0.0002464671,0.00007685259,0.0001496374,0.003152915,0.04704528,0.002448745,0.886158,0.04246159,0.0000612394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2657086,0.003579004,0.406202,0.01711924,0.0004400838,0.0004019823,0.0005035299,0.0005055019,0.3055401],"genre_scores_gemma":[0.9517618,0.0009426063,0.04151584,0.0002976285,0.000136603,0.0001101483,0.0002378854,0.00009001778,0.004907456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01228105,"threshold_uncertainty_score":0.03035951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2551865273","doi":"10.1145/3158421.3158425","title":"Change-Related Communication and Employees' Responses During the Anticipation Stage of IT-Enabled Organizational Transformation","year":2017,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anticipation (artificial intelligence); Ambivalence; Psychology; Affect (linguistics); Information technology; Social psychology; Anxiety; Order (exchange); Applied psychology; Knowledge management; Business; Computer science","authors":[{"name":"Hsing‐Yi Tsai","is_ca":false},{"name":"Deborah Compeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1104230337733791,"gpt":0.3995868517213139,"spread":0.2891638179479348,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002911028,0.000307014,0.0002466727,0.0006436393,0.001800503,0.002840595,0.0003473187,0.001370081,0.002059055],"category_scores_gemma":[0.0202469,0.000259619,0.0003303205,0.0002726041,0.001344963,0.001201682,0.002069233,0.001958327,0.0002451328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064199,"about_ca_system_score_gemma":0.0008893484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328175,"about_ca_topic_score_gemma":0.001684337,"domain_scores_codex":[0.9967834,0.001832107,0.0001361487,0.0001835258,0.0005419336,0.0005229015],"domain_scores_gemma":[0.984004,0.009897185,0.003357109,0.0003815957,0.0008402543,0.001519941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001828845,0.00187188,0.2728895,0.0003149395,0.000133031,0.002462855,0.6482315,0.00082355,0.02313061,0.002243268,0.001317784,0.04475215],"study_design_scores_gemma":[0.00005798411,0.002172405,0.4248927,0.0001580464,0.00007134902,0.0006766424,0.5587095,0.001206588,0.003975269,0.00154507,0.006384506,0.0001498926],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977428,0.00005389752,0.00031482,0.0002849616,0.00001281219,0.00001608681,0.000008387036,0.000008424745,0.00155788],"genre_scores_gemma":[0.9993906,0.00003785394,0.0001460868,0.00009413112,0.00001191806,0.00002257676,0.00001183138,0.000003147954,0.0002817138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911028,"threshold_uncertainty_score":0.01539516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3159408298","doi":"10.1145/3462766.3462772","title":"Job Satisfaction of IT Workers in East Asia","year":2021,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Job satisfaction; Job attitude; China; Job design; Flexibility (engineering); Personnel psychology; Business; Job performance; Psychology; Demographic economics; Marketing; Social psychology; Management; Political science; Economics","authors":[{"name":"Benjamin Yeo","is_ca":false},{"name":"Alexander Serenko","is_ca":true},{"name":"Prashant Palvia","is_ca":false},{"name":"Osam Sato","is_ca":false},{"name":"Hiroshi Sasaki","is_ca":false},{"name":"Jie Yu","is_ca":false},{"name":"Yue Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02240445838508191,"gpt":0.2741690131851492,"spread":0.2517645548000673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004797102,0.0001530528,0.0002286765,0.0006541564,0.0006494299,0.0008482327,0.0001541726,0.0002020348,0.002283136],"category_scores_gemma":[0.001187219,0.0001075083,0.0002016284,0.001187393,0.0003077164,0.0002942976,0.00065663,0.0003810773,0.0003273093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002933776,"about_ca_system_score_gemma":0.00048008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204918,"about_ca_topic_score_gemma":0.0128366,"domain_scores_codex":[0.9997079,0.0000591799,0.000031707,0.00002810237,0.00006600044,0.0001070501],"domain_scores_gemma":[0.9988818,0.0001213981,0.0004453028,0.00004333288,0.0001715841,0.0003366068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003782291,0.00002915325,0.9934001,0.00001660692,0.00001318118,0.0001079403,0.002235732,0.0000293066,0.0002400345,0.00003857558,0.0001972547,0.003654284],"study_design_scores_gemma":[0.000002381099,0.00004779797,0.9928882,0.00001251657,0.000008209281,0.00006210472,0.0064996,0.00009907002,0.0000488536,0.00001905398,0.0003090344,0.000003278466],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999117,0.00004911608,0.00001918734,0.00006147489,0.000003121205,0.000001853437,0.00005962006,0.000001112895,0.0006876357],"genre_scores_gemma":[0.9995607,0.00005868491,0.0000156678,0.00003360414,0.000003193189,0.00000274699,0.00006368747,9.638978e-7,0.0002607463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01204918,"threshold_uncertainty_score":0.02395809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037905393","doi":"10.1145/590806.590811","title":"The tail &amp; the dog","year":2002,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Structuration theory; Organizational structure; Structure and agency; Agency (philosophy); Action (physics); Process (computing); Business; Information technology; Organizational culture; Sociology; Knowledge management; Management; Marketing; Political science; Computer science; Economics; Social science","authors":[{"name":"Mike Chiasson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04699945453391297,"gpt":0.3533262015776114,"spread":0.3063267470436984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002234961,0.0004775636,0.0004469549,0.001402937,0.003643769,0.01073074,0.000897684,0.00358686,0.02959427],"category_scores_gemma":[0.00931968,0.0003905128,0.0003405701,0.001759001,0.01220542,0.01224959,0.005210203,0.005130753,0.007845175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343592,"about_ca_system_score_gemma":0.002755724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004964289,"about_ca_topic_score_gemma":0.005061314,"domain_scores_codex":[0.9979972,0.0007861096,0.00004405224,0.0003094189,0.0006423462,0.0002208493],"domain_scores_gemma":[0.9952987,0.001956944,0.0002767306,0.0008208074,0.000814527,0.0008323365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001916807,0.0000835969,0.004203482,0.00032485,0.00002661633,0.0006366223,0.01062972,0.0004010781,0.001948478,0.3805733,0.2841088,0.3168718],"study_design_scores_gemma":[0.00002529613,0.0001146933,0.002352409,0.0003512814,0.0000137273,0.0007186271,0.01131304,0.0008898254,0.0005709594,0.1933335,0.7902815,0.00003499856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04733521,0.02048284,0.06265754,0.402545,0.006498745,0.0001610216,0.0004328711,0.001818549,0.4580682],"genre_scores_gemma":[0.5521247,0.01373565,0.02545194,0.1224893,0.002329124,0.0001945908,0.0003250867,0.001023671,0.282326],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02959427,"threshold_uncertainty_score":0.09900272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401175792","doi":"10.1145/3685235.3685238","title":"Too Small to Succeed: Small Samples and the p-Value Problem","year":2024,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Statistics Canada","funders":"","keywords":"Sample size determination; Econometrics; Statistics; Sample (material); Statistical power; Skepticism; A priori and a posteriori; Preference; Population; Psychology; Variety (cybernetics); Mathematics; Sociology; Demography; Physics; Epistemology","authors":[{"name":"Miguel I. Aguirre‐Urreta","is_ca":false},{"name":"Mikko Rönkkö","is_ca":false},{"name":"Cameron N. McIntosh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4439066502439472,"gpt":0.4536804965167615,"spread":0.009773846272814246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5761279,0.002412558,0.006746108,0.008205591,0.004767759,0.009758413,0.008773704,0.01178965,0.00460676],"category_scores_gemma":[0.9034581,0.002184766,0.003410072,0.008633071,0.03042112,0.0153557,0.00717101,0.01885603,0.001120454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004825506,"about_ca_system_score_gemma":0.008784488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647947,"about_ca_topic_score_gemma":0.002382605,"domain_scores_codex":[0.2814704,0.6237385,0.0240552,0.02574315,0.04357996,0.001412766],"domain_scores_gemma":[0.03097484,0.9430412,0.006386834,0.0145006,0.004416517,0.0006800607],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003374326,0.0005538867,0.03028589,0.007750953,0.005089754,0.003814343,0.007149421,0.0117317,0.001230912,0.4031552,0.05154478,0.4743187],"study_design_scores_gemma":[0.001028968,0.0008769839,0.004730922,0.002463029,0.0006022989,0.001908579,0.001114458,0.02108509,0.00151116,0.9402163,0.02428023,0.0001821517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02164824,0.01564127,0.8078945,0.1181362,0.007910335,0.005318267,0.001041944,0.0009942077,0.02141506],"genre_scores_gemma":[0.4032479,0.003512367,0.5415025,0.03005208,0.004723475,0.01436667,0.0003072978,0.0005402605,0.001747561],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4238721,"threshold_uncertainty_score":0.5227097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096144533","doi":"10.1145/3433148.3433152","title":"Novel Information Discovery and Collaborative Filtering to Support Group Creativity","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Convergent thinking; Divergent thinking; Sensemaking; Creativity; Leverage (statistics); Context (archaeology); Knowledge management; Critical thinking; Critical systems thinking; Debiasing; Psychology; Computer science; Epistemology; Cognitive science; Creative thinking; Social psychology; Mathematics education; Artificial intelligence; Biology","authors":[{"name":"Tracy A. Jenkin","is_ca":true},{"name":"David B. Skillicorn","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0315607774736057,"gpt":0.3248975752091913,"spread":0.2933367977355856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01576172,0.0008573916,0.0008416124,0.004359043,0.002562584,0.00532122,0.002878161,0.001896207,0.002881314],"category_scores_gemma":[0.04945286,0.0005407389,0.001317434,0.002745207,0.002196638,0.0083111,0.005071761,0.001597175,0.0007097699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175519,"about_ca_system_score_gemma":0.00246975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007319025,"about_ca_topic_score_gemma":0.001078682,"domain_scores_codex":[0.9898449,0.005440178,0.001029137,0.001133739,0.002108699,0.00044318],"domain_scores_gemma":[0.9102595,0.06882104,0.005115426,0.01058008,0.003506917,0.001717009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009580384,0.002505284,0.01357334,0.001134914,0.0003368633,0.0006439724,0.01768054,0.01094398,0.0201614,0.09586047,0.007555406,0.8286458],"study_design_scores_gemma":[0.001434173,0.002579764,0.01274052,0.000991781,0.001034833,0.002366372,0.008338616,0.3539275,0.07990593,0.4163725,0.119747,0.0005610182],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1058491,0.0003271153,0.8787833,0.001524445,0.0001484623,0.000652075,0.00008382944,0.002870507,0.009761189],"genre_scores_gemma":[0.3215607,0.0001625912,0.6748273,0.0002835747,0.00009265752,0.0005711031,0.0001542378,0.0001419058,0.00220599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01576172,"threshold_uncertainty_score":0.08335692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288042510","doi":"10.1145/3551783.3551790","title":"Conceptualizing Information Systems Development as an Organizational Routine","year":2022,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Conceptualization; Ostensive definition; Ontology; Knowledge management; Performative utterance; Phenomenon; Perspective (graphical); Epistemology; Computer science; Agency (philosophy); Information system; Sociology; Data science; Engineering; Artificial intelligence","authors":[{"name":"Grégory Vial","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02934949297401657,"gpt":0.3387877920198216,"spread":0.3094382990458051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01390547,0.0005350209,0.0004340091,0.006376476,0.00308836,0.01380784,0.002167625,0.003077427,0.001625248],"category_scores_gemma":[0.01156885,0.0006323421,0.0008164603,0.005232697,0.04412912,0.01968895,0.007004552,0.004012894,0.0003604204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007091844,"about_ca_system_score_gemma":0.01097778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292042,"about_ca_topic_score_gemma":0.002851054,"domain_scores_codex":[0.985328,0.009634887,0.0009698677,0.001320755,0.00195304,0.0007933896],"domain_scores_gemma":[0.981943,0.01033003,0.001915008,0.003479764,0.001165389,0.001166762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004047261,0.00002041218,0.0006249459,0.00006012494,0.000006458691,0.00003833469,0.00602397,0.0007343119,0.0001639497,0.9864521,0.0002251483,0.005646207],"study_design_scores_gemma":[0.00002483297,0.00005125353,0.001218652,0.0002373284,0.00001376994,0.000137073,0.008274836,0.003361095,0.0003334516,0.9329278,0.05339828,0.00002160079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1146561,0.005058868,0.5642548,0.03792284,0.0002762279,0.0005996284,0.0001569226,0.0004371143,0.2766376],"genre_scores_gemma":[0.8636866,0.00311024,0.1264905,0.000867806,0.0001349802,0.0005656262,0.0001102865,0.00006595705,0.004968042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01390547,"threshold_uncertainty_score":0.07354003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240050279","doi":"10.1145/3400043.3400048","title":"An Exploration of the Drivers of Non- Adoption Behavior","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Perception; Psychology; Knowledge management; Phenomenon; Function (biology); Risk perception; Computer science; Cognitive psychology; Social psychology; Epistemology","authors":[{"name":"Colleen Carraher Wolverton","is_ca":false},{"name":"Ronald T. Cenfetelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1279616835317468,"gpt":0.3929927185268505,"spread":0.2650310349951037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005553316,0.0002605377,0.0003399505,0.001649224,0.000785413,0.002649482,0.0005955807,0.0004791945,0.002762308],"category_scores_gemma":[0.02780453,0.0002809798,0.0004489673,0.001615001,0.001139604,0.002388202,0.001260791,0.001277575,0.0002463179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001076565,"about_ca_system_score_gemma":0.002049675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004918723,"about_ca_topic_score_gemma":0.005338083,"domain_scores_codex":[0.9963136,0.001866319,0.0002247268,0.0003007527,0.0009363887,0.0003582515],"domain_scores_gemma":[0.9629489,0.02366015,0.008029135,0.00137949,0.002722292,0.001259963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057006,0.0003764602,0.9355908,0.00009351409,0.00004901665,0.0002527451,0.02125371,0.0002708107,0.001118117,0.007290781,0.0001568238,0.03344157],"study_design_scores_gemma":[0.00001098625,0.0002649178,0.949815,0.00007318687,0.00003767341,0.0002804464,0.03461602,0.006569486,0.0006682689,0.004999744,0.002633368,0.00003089472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958043,0.00008117523,0.001147018,0.0004198369,0.000002872302,0.00004227105,0.00002677534,0.00000723193,0.002468547],"genre_scores_gemma":[0.9991112,0.00007903159,0.0004870179,0.00002124712,0.000002962344,0.00001350592,0.00002326212,0.000002662139,0.0002591035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005553316,"threshold_uncertainty_score":0.02936912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388104166","doi":"10.1145/3631341.3631345","title":"Are IT Workers from Mars? An Examination of Their National Culture Dimensions","year":2023,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ontario Tech University","funders":"","keywords":"Hofstede's cultural dimensions theory; Uncertainty avoidance; Workforce; Individualism; Masculinity; Dimension (graph theory); Organizational culture; Sociology; Cultural diversity; Social psychology; Population; Psychology; Collectivism; Public relations; Social science; Political science; Gender studies; Demography; Anthropology","authors":[{"name":"Prashant Palvia","is_ca":false},{"name":"Jaideep Ghosh","is_ca":false},{"name":"Tim Jacks","is_ca":false},{"name":"Alexander Serenko","is_ca":true},{"name":"Aykut Hamit Turan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1240085527209387,"gpt":0.3932351754652281,"spread":0.2692266227442894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657321,0.0001746844,0.0003046005,0.001756243,0.003198776,0.003829106,0.0007222508,0.0005920042,0.001907897],"category_scores_gemma":[0.009488375,0.0002063782,0.0002052083,0.002065241,0.001769467,0.002832163,0.002553659,0.001193937,0.0003432583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001104241,"about_ca_system_score_gemma":0.001822438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02070654,"about_ca_topic_score_gemma":0.03772419,"domain_scores_codex":[0.9982546,0.0005303406,0.000126525,0.0001237804,0.0003962348,0.000568451],"domain_scores_gemma":[0.9934411,0.001147655,0.002343136,0.0003099118,0.001061266,0.001696966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006473035,0.0001001355,0.8885228,0.00004309644,0.00003199017,0.0002015428,0.08058976,0.00002424991,0.0002445586,0.0005617596,0.001171597,0.02844371],"study_design_scores_gemma":[0.000003462457,0.00006970259,0.6258854,0.00008635643,0.00001215771,0.0002119038,0.3695558,0.00005764342,0.00005725733,0.0002791565,0.003766492,0.00001461037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955888,0.0003236273,0.00004152384,0.001140906,0.0000228622,0.000005369371,0.0000420376,0.000001098261,0.002833805],"genre_scores_gemma":[0.9985873,0.0004399265,0.00004746422,0.0004763347,0.00001506942,0.00001066957,0.00004420588,0.000001846914,0.0003772307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02070654,"threshold_uncertainty_score":0.04117203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2588648512","doi":"10.1145/3051473.3051478","title":"Technology Portfolios","year":2017,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Portfolio; Knowledge management; Data collection; Application portfolio management; Selection (genetic algorithm); Computer science; Conceptual framework; Business; Project portfolio management; Process management; Data science; Engineering; Systems engineering; Sociology; Project management","authors":[{"name":"Jennie Carroll","is_ca":false},{"name":"Blaize Horner Reich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03791117323971657,"gpt":0.3586521720128902,"spread":0.3207409987731736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004974335,0.0005437466,0.0003574463,0.003947049,0.002751772,0.01090038,0.001497893,0.001128832,0.02092375],"category_scores_gemma":[0.01875432,0.0003836283,0.0004750745,0.005332585,0.001402124,0.01528974,0.005847197,0.001155759,0.007732252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999733,"about_ca_system_score_gemma":0.003919323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674241,"about_ca_topic_score_gemma":0.0006017835,"domain_scores_codex":[0.994477,0.00216913,0.0006344673,0.0005136525,0.001691116,0.0005146716],"domain_scores_gemma":[0.9915192,0.002288221,0.001097388,0.001698479,0.001725773,0.001670922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008405191,0.0003487239,0.02180483,0.0004242543,0.00004078654,0.0005733568,0.02913549,0.0009838251,0.001740098,0.2010675,0.03155003,0.7122471],"study_design_scores_gemma":[0.0000228742,0.0003224171,0.01414961,0.0007142076,0.00003534635,0.001535561,0.0349685,0.00157377,0.001794415,0.1203196,0.824495,0.00006867199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2385986,0.003629452,0.1169265,0.011024,0.0004656892,0.001795216,0.001698057,0.001321049,0.6245414],"genre_scores_gemma":[0.7614878,0.005672226,0.08887992,0.001404443,0.0002344498,0.001703852,0.003015235,0.0004161757,0.1371858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02092375,"threshold_uncertainty_score":0.06999683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415665800","doi":"10.1145/3774330.3774334","title":"Indigenous Knowledges as Justificatory Knowledge in Design Science Research: An Expository Case","year":2025,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Indigenous; Traditional knowledge; Sovereignty; Design science research; Value (mathematics); Indigenous education","authors":[{"name":"Kevin Shedlock","is_ca":false},{"name":"Alexander Q.H. Chung","is_ca":true},{"name":"Jacqueline Corbett","is_ca":true},{"name":"Zane Rawson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1064240737532576,"gpt":0.4354924807490745,"spread":0.3290684069958169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01144878,0.0005563532,0.0004511678,0.001053056,0.0184483,0.00680769,0.001633157,0.004220629,0.003289077],"category_scores_gemma":[0.008144893,0.0004977144,0.0005168966,0.0009341905,0.04375123,0.007051782,0.008952505,0.005589697,0.0004806593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006560938,"about_ca_system_score_gemma":0.004026092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008178521,"about_ca_topic_score_gemma":0.01727285,"domain_scores_codex":[0.9857997,0.01223546,0.0001816216,0.0004345786,0.0007176236,0.0006311231],"domain_scores_gemma":[0.9907702,0.00770314,0.0003252506,0.0006069821,0.0002585767,0.0003359622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002452579,0.0000778835,0.0005818374,0.0001072848,0.000004868935,0.004148822,0.4951579,0.0003282009,0.000430308,0.4924054,0.0009166437,0.005816382],"study_design_scores_gemma":[0.0000400646,0.0002470078,0.001113628,0.0007902268,0.00004250668,0.004055521,0.5478722,0.002359886,0.002025652,0.1535792,0.2878017,0.00007236216],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.409837,0.0031914,0.06577756,0.02688889,0.0005033948,0.0004933669,0.00003448233,0.00009514196,0.4931788],"genre_scores_gemma":[0.9587917,0.0009461264,0.01476708,0.001163928,0.00005435051,0.0002567135,0.000008834078,0.00003029897,0.02398081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0184483,"threshold_uncertainty_score":0.06054771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3004591506","doi":"10.1145/3380799.3380806","title":"Enabling Laboratory Medicine in Primary Care Through IT Systems Use","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Clinical Laboratory Practices and Quality Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Sherbrooke; HEC Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Medical laboratory; Primary care; Medicine; Quality (philosophy); Test (biology); Electronic medical record; Health care; Medical record; Family medicine; Medical education; Medical emergency; Nursing","authors":[{"name":"Louis Raymond","is_ca":true},{"name":"Guy Paré","is_ca":true},{"name":"Éric Maillet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09073516943760598,"gpt":0.3753013259808948,"spread":0.2845661565432888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01205168,0.0002780665,0.0003581456,0.002321783,0.001719822,0.006230805,0.0009339774,0.0009793148,0.004161507],"category_scores_gemma":[0.03682201,0.0003481305,0.0003623325,0.003477026,0.002307913,0.00336873,0.002857945,0.001078784,0.0005856546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004843127,"about_ca_system_score_gemma":0.008755352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03406302,"about_ca_topic_score_gemma":0.03760549,"domain_scores_codex":[0.9799461,0.01189934,0.001028434,0.001031731,0.004062152,0.002032195],"domain_scores_gemma":[0.9337353,0.04329394,0.009430891,0.003797636,0.00505449,0.004687787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001762658,0.0006882926,0.448953,0.001575574,0.0001990054,0.0008805487,0.04657396,0.00149462,0.005168027,0.01074856,0.01234306,0.4711991],"study_design_scores_gemma":[0.0001277772,0.001703459,0.7799073,0.002042669,0.0002609786,0.001582569,0.03791649,0.004604829,0.003181568,0.01324379,0.1552919,0.0001365738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8316851,0.01082071,0.02081286,0.04137015,0.0001549406,0.0004702066,0.000619107,0.0007891469,0.09327769],"genre_scores_gemma":[0.9865422,0.003086901,0.007639538,0.001556354,0.0001449209,0.00005626564,0.00009145923,0.00002194666,0.000860385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03406302,"threshold_uncertainty_score":0.06772947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1622522606","doi":"10.1145/2398834.2398838","title":"Acculturation to the global culture and internet adoption","year":2012,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières; Concordia University","funders":"","keywords":"Acculturation; The Internet; Internet privacy; Sociology; World Wide Web; Computer science; Ethnic group; Anthropology","authors":[{"name":"Reem Ayouby","is_ca":true},{"name":"Anne‐Marie Croteau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01778888707327245,"gpt":0.2884132563990859,"spread":0.2706243693258135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001475859,0.0001737501,0.0001765575,0.0009515397,0.0006153827,0.002387648,0.0002721175,0.0003504842,0.004365332],"category_scores_gemma":[0.01119017,0.0001399389,0.0002550101,0.0009449638,0.0008382733,0.000811122,0.0008604693,0.0008472532,0.0003153085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000455965,"about_ca_system_score_gemma":0.0005667974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004897417,"about_ca_topic_score_gemma":0.005316992,"domain_scores_codex":[0.9986545,0.0007475685,0.0000995465,0.0000612713,0.0002617072,0.0001755063],"domain_scores_gemma":[0.9878045,0.005401449,0.003686009,0.000497259,0.001456848,0.001153952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005209657,0.000273659,0.969128,0.00004534454,0.00004413778,0.0001709338,0.01250634,0.0001126326,0.0002050487,0.000556207,0.0002152748,0.01669038],"study_design_scores_gemma":[0.00000655246,0.0001857492,0.9750406,0.00008879419,0.00003437178,0.0002949834,0.0215141,0.0005585195,0.000196185,0.0002916785,0.001772792,0.00001567777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961693,0.0001256049,0.00007764427,0.0001602988,0.000005886308,0.0000076697,0.0000162689,0.00000221355,0.003435035],"genre_scores_gemma":[0.9993122,0.0001677115,0.00006964144,0.0000450031,0.000005632939,0.000004701185,0.0000225716,0.000001818292,0.0003708252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004897417,"threshold_uncertainty_score":0.0146035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3128905220","doi":"10.1145/3400043.3400045","title":"Metaphilosophical Musings","year":2020,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pride; Enthusiasm; Feature (linguistics); Quarter (Canadian coin); Philosophy; Political science; History; Law; Theology","authors":[{"name":"Tom Stafford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09253654548754638,"gpt":0.3109507990679885,"spread":0.2184142535804421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005030934,0.0006581923,0.0005357104,0.002094973,0.005473449,0.006547371,0.001616261,0.002875489,0.02166357],"category_scores_gemma":[0.01400547,0.0003083351,0.0006811786,0.0012458,0.01661016,0.008147066,0.004340968,0.005986944,0.004109114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005308261,"about_ca_system_score_gemma":0.001981023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002136003,"about_ca_topic_score_gemma":0.002564212,"domain_scores_codex":[0.9955769,0.001850329,0.0002147472,0.0007347166,0.001275432,0.0003478929],"domain_scores_gemma":[0.9963571,0.001370765,0.0002126261,0.0008828012,0.0009176416,0.0002590532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000615607,0.000005886422,0.00002754532,0.00001810992,0.000004177069,0.00002234616,0.0007135734,0.0000699161,0.00003914572,0.9844061,0.01286208,0.001824982],"study_design_scores_gemma":[0.000007139025,0.00000450911,0.00007386848,0.00005669346,0.000004343467,0.00004706988,0.0005729059,0.0004328973,0.0001070696,0.8752681,0.1234178,0.000007563201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006219826,0.004881856,0.04425722,0.09761737,0.007947547,0.00007685739,0.0004129317,0.0003027658,0.8382837],"genre_scores_gemma":[0.6813149,0.006586278,0.03295809,0.03718586,0.01181643,0.0005125224,0.0007271204,0.0007243423,0.2281745],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02166357,"threshold_uncertainty_score":0.07247186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206091686","doi":"10.1145/1531817.1531819","title":"From the chair","year":2009,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Plan (archaeology); Work (physics); Public relations; Engineering; Political science; Computer science; History","authors":[{"name":"Janice C. Sipior","is_ca":false},{"name":"Diane Lending","is_ca":false},{"name":"Donald L. Amoroso","is_ca":false},{"name":"Conrad Shayo","is_ca":false},{"name":"Susan A. Vowels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04863299378932356,"gpt":0.3064720897700553,"spread":0.2578390959807317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00319278,0.001380827,0.001076661,0.001415875,0.005444612,0.01468453,0.001947353,0.004745172,0.6330004],"category_scores_gemma":[0.01237825,0.0006619151,0.0007891136,0.001400286,0.00119743,0.008039129,0.00546472,0.007404595,0.5610271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003417708,"about_ca_system_score_gemma":0.007335521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844682,"about_ca_topic_score_gemma":0.006177915,"domain_scores_codex":[0.9939715,0.001059679,0.0003500026,0.001370443,0.002133158,0.001115088],"domain_scores_gemma":[0.989539,0.0004957459,0.0003255681,0.0005624442,0.005005894,0.004071351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001073727,0.000008017691,0.00007088031,0.00003507506,0.000001399602,0.00003354912,0.00005846703,0.00001054144,0.00007778662,0.003482237,0.9781849,0.01802646],"study_design_scores_gemma":[0.000001393462,0.000003736777,0.00004632587,0.00002742671,9.394208e-7,0.00003736765,0.00007730052,0.000009691271,0.00002621859,0.0004855866,0.9992811,0.000002817503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006409544,0.007005085,0.003918842,0.1279097,0.1714825,0.000269134,0.001530868,0.001758457,0.6854844],"genre_scores_gemma":[0.003346411,0.002169184,0.0007361107,0.01767748,0.01077046,0.00009686199,0.000515545,0.0004586135,0.9642293],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6330004,"threshold_uncertainty_score":0.5234804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240164821","doi":"10.1145/1314234.1314236","title":"From the chair","year":2007,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Session (web analytics); Theme (computing); Plan (archaeology); Management; Operations research; World Wide Web; Computer science; Engineering; History","authors":[{"name":"Janice C. Sipior","is_ca":false},{"name":"Diane Lending","is_ca":false},{"name":"Donald L. Amoroso","is_ca":false},{"name":"Conrad Shayo","is_ca":false},{"name":"Susan A. Vowels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0174319455038877,"gpt":0.2638855051929485,"spread":0.2464535596890607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002662552,0.001422612,0.00106296,0.001361824,0.004696377,0.01178187,0.001973541,0.004283115,0.6600344],"category_scores_gemma":[0.01008607,0.0006231368,0.000857022,0.001295761,0.0009237868,0.005894846,0.005681593,0.006556194,0.5899239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808417,"about_ca_system_score_gemma":0.006014225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449021,"about_ca_topic_score_gemma":0.005469119,"domain_scores_codex":[0.9955258,0.0008333498,0.0002359637,0.0009366512,0.00165174,0.0008165524],"domain_scores_gemma":[0.9910449,0.0003967872,0.0002365172,0.0004694922,0.004006914,0.003845451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009251244,0.000008053611,0.00004765624,0.00003386864,0.000001271057,0.00002479478,0.00003837498,0.000008804024,0.00007436679,0.001847579,0.9807716,0.01713439],"study_design_scores_gemma":[0.000001477671,0.000004257882,0.00005333534,0.00002673873,9.233184e-7,0.00003354182,0.00006468741,0.000008758764,0.00002229545,0.0003673163,0.9994143,0.000002354632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005954783,0.008807995,0.003655507,0.09835041,0.1959384,0.000321437,0.001530319,0.001649193,0.6891513],"genre_scores_gemma":[0.002449334,0.002291511,0.0006658142,0.01276974,0.01067731,0.0001091117,0.0004983877,0.0003955698,0.9701432],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6600344,"threshold_uncertainty_score":0.4849197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250698818","doi":"10.1145/513264.513265","title":"From the Editors","year":2002,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public relations; Point (geometry); Face (sociological concept); Function (biology); Order (exchange); Quality (philosophy); Political science; Library science; Management; Computer science; Sociology; Business; Social science","authors":[{"name":"Wynne W. Chin","is_ca":false},{"name":"Dorothy E. Leidner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02226428562790518,"gpt":0.2422641786780866,"spread":0.2199998930501814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003080024,0.001882448,0.001510233,0.00276547,0.002759202,0.01224661,0.002824291,0.004066855,0.4353666],"category_scores_gemma":[0.02610141,0.0007252628,0.001158193,0.002248808,0.0009764861,0.007385651,0.004932056,0.006991539,0.3765257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001726487,"about_ca_system_score_gemma":0.002999489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007574495,"about_ca_topic_score_gemma":0.001588804,"domain_scores_codex":[0.9963962,0.000496833,0.0003629303,0.0006752013,0.001748856,0.0003199204],"domain_scores_gemma":[0.9800889,0.00247168,0.001060178,0.00111754,0.01089272,0.004368962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008756014,0.000005443218,0.00002142305,0.00006620076,0.00000148109,0.00001835785,0.00001456578,0.000005982528,0.00004115955,0.0002933947,0.9866973,0.01282591],"study_design_scores_gemma":[0.000002942196,0.000006084824,0.00004775084,0.00006005077,0.00000150375,0.0000382935,0.00002932144,0.000007401887,0.00002294073,0.0002124912,0.9995677,0.000003505803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001682174,0.01122086,0.0007027808,0.07060798,0.8486937,0.0001134614,0.0007691578,0.0007411503,0.06698264],"genre_scores_gemma":[0.001818377,0.01115755,0.0008002805,0.06311771,0.363988,0.0001509098,0.00117997,0.0008690239,0.5569182],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4353666,"threshold_uncertainty_score":0.8053811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4244012287","doi":"10.1145/1216218.1216220","title":"From the chair","year":2007,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Event (particle physics); Management; Computer science","authors":[{"name":"Janice C. Sipior","is_ca":false},{"name":"Diane Lending","is_ca":false},{"name":"Donald L. Amoroso","is_ca":false},{"name":"Conrad Shayo","is_ca":false},{"name":"Susan A. Vowels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01903150599695548,"gpt":0.2811769061649299,"spread":0.2621454001679744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002672824,0.00151266,0.001128278,0.0015349,0.007380158,0.01597127,0.001999794,0.004264841,0.6166308],"category_scores_gemma":[0.01169265,0.0007303715,0.000933662,0.001290755,0.00116706,0.007327324,0.007703586,0.008145301,0.5588111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003255026,"about_ca_system_score_gemma":0.006729278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004185425,"about_ca_topic_score_gemma":0.009999234,"domain_scores_codex":[0.9944794,0.001050562,0.0002680008,0.001157352,0.001924205,0.001120424],"domain_scores_gemma":[0.9878649,0.0003694545,0.0002792717,0.0005295534,0.005364178,0.005592689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000084999,0.000009246409,0.00005186669,0.00002705331,0.000001343982,0.00003264618,0.00006731934,0.000009614129,0.00007206803,0.001655718,0.9834445,0.01462028],"study_design_scores_gemma":[0.000001319797,0.000003751465,0.00005096198,0.00002552045,8.42458e-7,0.00003645407,0.0001230967,0.000008039107,0.00002284065,0.0002862815,0.9994377,0.000003089481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007514782,0.006616043,0.004433335,0.1085815,0.1792173,0.0004360122,0.001696309,0.00223248,0.6960356],"genre_scores_gemma":[0.003414831,0.002041884,0.001009394,0.01632496,0.01073284,0.0001574997,0.0006522319,0.0006782892,0.9649881],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6166308,"threshold_uncertainty_score":0.5468296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256444148","doi":"10.1145/1592401.1592403","title":"From the chair","year":2009,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Management; Publicity; Library science; Sociology; Political science; Law; History","authors":[{"name":"Janice C. Sipior","is_ca":false},{"name":"Eileen M. Trauth","is_ca":false},{"name":"Christina N. Outlay","is_ca":false},{"name":"Conrad Shayo","is_ca":false},{"name":"Susan A. Vowels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03679846493908701,"gpt":0.2691980690836843,"spread":0.2323996041445973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003147276,0.001425192,0.001035142,0.001434493,0.005191057,0.015133,0.001902768,0.004094934,0.5588615],"category_scores_gemma":[0.01438801,0.0006353142,0.0008752867,0.001323831,0.001243994,0.007878413,0.006367808,0.007563838,0.5076897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003206172,"about_ca_system_score_gemma":0.006952969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002796386,"about_ca_topic_score_gemma":0.005149412,"domain_scores_codex":[0.9937862,0.00125062,0.0003301537,0.001251366,0.002407472,0.0009741458],"domain_scores_gemma":[0.9892204,0.0006131495,0.0003588454,0.0006805701,0.005301443,0.003825587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001084603,0.000008574588,0.00008964304,0.00003853492,0.000002021345,0.00002842024,0.00007279335,0.00001138368,0.0000713937,0.003278381,0.9721321,0.02425589],"study_design_scores_gemma":[0.000001381272,0.000003736462,0.00005164346,0.00003427886,0.000001048938,0.00004029034,0.00008941045,0.000008069834,0.00002236402,0.0004712759,0.9992738,0.000002582279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0007124328,0.01210515,0.003701097,0.1261781,0.1274752,0.0002654859,0.001265559,0.001353693,0.7269432],"genre_scores_gemma":[0.003926215,0.004425864,0.0008701862,0.020123,0.01167634,0.0001152936,0.0006631661,0.0004090033,0.9577909],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5588615,"threshold_uncertainty_score":0.6292305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205749171","doi":"10.1145/2804075.2804078","title":"A Strategic Roadmap for Navigating Academic-Industry Collaborations in Information Systems Research","year":2015,"lang":"en","type":"article","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary; University of British Columbia, Okanagan Campus","funders":"","keywords":"Context (archaeology); Corporate governance; Plan (archaeology); Business; Knowledge management; Work (physics); Intellectual property; Industry 4.0; Computer science; Engineering","authors":[{"name":"Barbara L. Marcolin","is_ca":true},{"name":"W. Chad Saunders","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2143426887588592,"gpt":0.4805676988064975,"spread":0.2662250100476383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1687887,0.004075491,0.00265327,0.02245053,0.02939004,0.06892064,0.009674195,0.02823921,0.01731026],"category_scores_gemma":[0.1156913,0.003816011,0.003841744,0.01869193,0.04137708,0.07181512,0.05209942,0.03158538,0.01044328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03625808,"about_ca_system_score_gemma":0.2137076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01369739,"about_ca_topic_score_gemma":0.01924353,"domain_scores_codex":[0.8275179,0.1246807,0.01183858,0.007336801,0.01695975,0.01166623],"domain_scores_gemma":[0.7591923,0.1098316,0.009339203,0.01681751,0.0614547,0.04336464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008416135,0.000358655,0.002368074,0.003563477,0.0001012145,0.0009822147,0.02914514,0.004490948,0.001144914,0.7669713,0.05099805,0.1397918],"study_design_scores_gemma":[0.00006892547,0.0001462052,0.001074001,0.004343684,0.00003899764,0.0004666463,0.07505041,0.003059269,0.0004302472,0.6564233,0.2587438,0.0001545714],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009568281,0.01751514,0.3114395,0.5546206,0.004103564,0.004304616,0.000433199,0.001939282,0.09607574],"genre_scores_gemma":[0.1664299,0.01699662,0.7742666,0.02074876,0.0008579159,0.007849758,0.001146634,0.0007170803,0.01098676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1687887,"threshold_uncertainty_score":0.8926505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240574621","doi":"10.1145/1341971.1341973","title":"Letter from the chair","year":2008,"lang":"en","type":"letter","venue":"ACM SIGMIS Database the DATABASE for Advances in Information Systems","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Power (physics); Theme (computing); Event (particle physics); Sociology; Media studies; Operations research; Computer science; Engineering; World Wide Web","authors":[{"name":"Janice C. Sipior","is_ca":false},{"name":"Diane Lending","is_ca":false},{"name":"Donald L. Amoroso","is_ca":false},{"name":"Conrad Shayo","is_ca":false},{"name":"Susan A. Vowels","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02475529574409272,"gpt":0.2673147575715232,"spread":0.2425594618274305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002776524,0.001258829,0.001057728,0.001055973,0.006843321,0.008285464,0.001398578,0.01007247,0.2684794],"category_scores_gemma":[0.01906621,0.0006605097,0.0009085594,0.0008209394,0.001004314,0.004255674,0.003493981,0.01315804,0.1947734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230284,"about_ca_system_score_gemma":0.007353518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005924135,"about_ca_topic_score_gemma":0.01003508,"domain_scores_codex":[0.9960439,0.0007445701,0.0002345703,0.0006312378,0.001404936,0.0009407052],"domain_scores_gemma":[0.989256,0.0007069114,0.0002122476,0.0003244462,0.006210767,0.003289593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008420709,0.00000552655,0.00003665216,0.000009957577,7.072784e-7,0.00004633144,0.00002733521,0.000004209674,0.00002842307,0.0004358698,0.9963037,0.003092919],"study_design_scores_gemma":[0.000003412431,0.000008186729,0.0001499995,0.0000333736,0.000001293117,0.0001137846,0.0002776041,0.00001860969,0.00003540388,0.0002484595,0.9991035,0.000006326673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0009876754,0.004263227,0.0008787093,0.5233608,0.2965634,0.0002377486,0.0006137589,0.0006657866,0.172429],"genre_scores_gemma":[0.006318057,0.002421202,0.0004843724,0.2174757,0.03112414,0.00018396,0.0003215532,0.0003517146,0.7413192],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7315206,"threshold_uncertainty_score":0.8981531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}