{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":53,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":53,"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":"6f31da9f2102","filters":{"venue":"International Journal of Information Management"}},"results":[{"id":"W2261525379","doi":"10.1016/j.ijinfomgt.2014.10.007","title":"Beyond the hype: Big data concepts, methods, and analytics","year":2014,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":4125,"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":"Big data; Data science; Computer science; Unstructured data; LEAPS; Leverage (statistics); Analytics; Data analysis; Data mining; Artificial intelligence","authors":[{"name":"Amir Gandomi","is_ca":true},{"name":"Murtaza Haider","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2365552058519708,"gpt":0.4581771931797269,"spread":0.2216219873277561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04252301,0.002365796,0.003840702,0.008921994,0.003645758,0.02320534,0.003561323,0.009045782,0.003972359],"category_scores_gemma":[0.06988299,0.001177367,0.001882149,0.01267141,0.04189476,0.04806193,0.01049389,0.02391938,0.003112856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004343797,"about_ca_system_score_gemma":0.008261864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658827,"about_ca_topic_score_gemma":0.001410498,"domain_scores_codex":[0.9553612,0.0253555,0.002366366,0.003295757,0.01276655,0.0008546692],"domain_scores_gemma":[0.867652,0.1093036,0.003289185,0.0111651,0.006094714,0.002495339],"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":[0.00005102509,0.00003822317,0.0009340578,0.001213929,0.000101893,0.0001123027,0.001843259,0.0008119693,0.0002468943,0.8977451,0.03978283,0.05711856],"study_design_scores_gemma":[0.00001277345,0.0000283606,0.0003378644,0.001151154,0.00001798756,0.0001288967,0.0007116897,0.001898275,0.0001505384,0.8799514,0.115563,0.00004809569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.003059439,0.2684003,0.338036,0.3332239,0.01442148,0.0002228571,0.0006890855,0.0007393893,0.04120753],"genre_scores_gemma":[0.1568851,0.2623281,0.3873314,0.1156573,0.06093099,0.001735691,0.00107411,0.001443601,0.01261378],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.04252301,"threshold_uncertainty_score":0.2248859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2969625533","doi":"10.1016/j.ijinfomgt.2019.08.002","title":"Artificial Intelligence (AI): Multidisciplinary perspectives on emerging challenges, opportunities, and agenda for research, practice and policy","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":4055,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Science and Technology Facilities Council; Research Institute of Economy, Trade and Industry; Chalmers Tekniska Högskola; Swansea University; Royal Society; International Development Research Centre; Cisco Systems","keywords":"Pace; Transformative learning; Government (linguistics); Multidisciplinary approach; Supply chain; Knowledge management; Business; Engineering; Marketing; Computer science; Sociology; Social science","authors":[{"name":"Yogesh K. Dwivedi","is_ca":false},{"name":"Laurie Hughes","is_ca":false},{"name":"Elvira Ismagilova","is_ca":false},{"name":"Gert Aarts","is_ca":false},{"name":"Crispin Coombs","is_ca":false},{"name":"Tom Crick","is_ca":false},{"name":"Yanqing Duan","is_ca":false},{"name":"Rohita Dwivedi","is_ca":false},{"name":"John S. Edwards","is_ca":false},{"name":"Aled Eirug","is_ca":false},{"name":"Vassilis Galanos","is_ca":false},{"name":"P. Vigneswara Ilavarasan","is_ca":false},{"name":"Marijn Janssen","is_ca":false},{"name":"Paul Jones","is_ca":false},{"name":"Arpan Kumar Kar","is_ca":false},{"name":"Hatice Kizgin","is_ca":false},{"name":"Bianca Kronemann","is_ca":false},{"name":"Banita Lal","is_ca":false},{"name":"Biagio Lucini","is_ca":false},{"name":"Rony Medaglia","is_ca":false},{"name":"Kenneth Le Meunier‐FitzHugh","is_ca":false},{"name":"Leslie Caroline Le Meunier-FitzHugh","is_ca":false},{"name":"Santosh K. Misra","is_ca":false},{"name":"Emmanuel Mogaji","is_ca":false},{"name":"Sujeet Kumar Sharma","is_ca":false},{"name":"Jang Bahadur Singh","is_ca":false},{"name":"Vishnupriya Raghavan","is_ca":false},{"name":"Ramakrishnan Raman","is_ca":false},{"name":"Nripendra P. Rana","is_ca":false},{"name":"Spyridon Samothrakis","is_ca":false},{"name":"Jak Spencer","is_ca":false},{"name":"Kuttimani Tamilmani","is_ca":false},{"name":"Annie Tubadji","is_ca":false},{"name":"Paul Walton","is_ca":false},{"name":"Michael D. Williams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2157345850845019,"gpt":0.4203945249188878,"spread":0.2046599398343859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03073431,0.001538631,0.002495822,0.008179674,0.007741825,0.03829833,0.003582171,0.0176517,0.006297844],"category_scores_gemma":[0.01598934,0.0008270154,0.0009881718,0.01044824,0.05511042,0.03915107,0.01502343,0.01787159,0.001193667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01256605,"about_ca_system_score_gemma":0.01716762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002763738,"about_ca_topic_score_gemma":0.003219653,"domain_scores_codex":[0.9812658,0.0125844,0.0007186254,0.001341245,0.002798034,0.001291874],"domain_scores_gemma":[0.9630757,0.02886232,0.001223898,0.001567158,0.002822432,0.002448596],"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":[0.00002721022,0.00004941318,0.0003534866,0.0007369367,0.00002565897,0.0001098452,0.004449789,0.0005399391,0.0001358766,0.9487852,0.01770694,0.02707968],"study_design_scores_gemma":[0.00001295317,0.00003622582,0.0002867381,0.002460195,0.00001058749,0.0001263235,0.01494091,0.0008535921,0.00006358702,0.8423319,0.1388414,0.00003550923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.002731941,0.3613817,0.01065301,0.580882,0.003744694,0.00004477335,0.00007575007,0.00005549795,0.04043067],"genre_scores_gemma":[0.2823319,0.600303,0.02419345,0.0672663,0.01814255,0.0004058592,0.0001220188,0.0001248121,0.007110163],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03829833,"threshold_uncertainty_score":0.1625406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035686316","doi":"10.1016/j.ijinfomgt.2020.102168","title":"Setting the future of digital and social media marketing research: Perspectives and research propositions","year":2020,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":2454,"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":"Social media; Social media marketing; Sociology; Digital media; Marketing research; Digital marketing; Marketing; Political science; Business; Computer science; World Wide Web","authors":[{"name":"Yogesh K. Dwivedi","is_ca":false},{"name":"Elvira Ismagilova","is_ca":false},{"name":"David L. Hughes","is_ca":false},{"name":"Jamie Carlson","is_ca":false},{"name":"Raffaele Filieri","is_ca":false},{"name":"Jenna Jacobson","is_ca":true},{"name":"Varsha Jain","is_ca":false},{"name":"Heikki Karjaluoto","is_ca":false},{"name":"Hajer Kéfi","is_ca":false},{"name":"Anjala S. Krishen","is_ca":false},{"name":"Vikram Kumar","is_ca":false},{"name":"Mohammad M. Rahman","is_ca":false},{"name":"Ramakrishnan Raman","is_ca":false},{"name":"Philipp A. Rauschnabel","is_ca":false},{"name":"Jennifer Rowley","is_ca":false},{"name":"Jari Salo","is_ca":false},{"name":"Gina A. Tran","is_ca":false},{"name":"Yichuan Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04785796165760203,"gpt":0.3733838391499057,"spread":0.3255258774923037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05823241,0.001795191,0.003193078,0.007589378,0.01242756,0.05470345,0.004092537,0.01713329,0.01334376],"category_scores_gemma":[0.02604138,0.001314288,0.001278828,0.009230789,0.04473274,0.08148524,0.0162295,0.01915493,0.002146321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01471173,"about_ca_system_score_gemma":0.02567009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973607,"about_ca_topic_score_gemma":0.0033171,"domain_scores_codex":[0.9651297,0.02810433,0.0008019688,0.002127676,0.002503316,0.001333132],"domain_scores_gemma":[0.9007301,0.08074839,0.00339726,0.002519876,0.006690804,0.005913602],"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":[0.00008992454,0.0002763952,0.00102735,0.002418732,0.00004613089,0.0004213499,0.019129,0.0003118317,0.0002675424,0.9082487,0.01161433,0.05614868],"study_design_scores_gemma":[0.00003943173,0.0001256339,0.0006823209,0.008659297,0.00004232788,0.0002943923,0.09922897,0.001007592,0.0002925172,0.7392478,0.1503055,0.00007414151],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01157797,0.3243573,0.01627384,0.5766718,0.004975101,0.0002576651,0.0001594804,0.00007725836,0.06564946],"genre_scores_gemma":[0.5104057,0.3078257,0.05889394,0.1006677,0.0106051,0.001571448,0.0001700844,0.0001288553,0.009731499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05823241,"threshold_uncertainty_score":0.3079661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2138794141","doi":"10.1016/j.ijinfomgt.2012.07.003","title":"To be or not to be in social media: How brand loyalty is affected by social media?","year":2012,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":853,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Brand community; Brand loyalty; Brand management; Social media; Business; Brand awareness; Advertising; Brand extension; Marketing; Brand equity; Loyalty business model; Product (mathematics); Loyalty; Structural equation modeling; Brand relationship; Political science; Computer science; Service quality","authors":[{"name":"Michel Laroche","is_ca":true},{"name":"Mohammad Reza Habibi","is_ca":true},{"name":"Marie‐Odile Richard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02874116417277956,"gpt":0.3211010613930784,"spread":0.2923598972202988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796647,0.0001550915,0.000344941,0.0006838157,0.001133909,0.0041556,0.0006843732,0.002001322,0.007164013],"category_scores_gemma":[0.01363158,0.0003415422,0.0004966299,0.0007190162,0.001650751,0.0023882,0.0009635956,0.002627482,0.0009426295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006559839,"about_ca_system_score_gemma":0.0007550094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006607939,"about_ca_topic_score_gemma":0.01161525,"domain_scores_codex":[0.9989485,0.0004086722,0.00003784972,0.0001216101,0.0002322142,0.000251194],"domain_scores_gemma":[0.9887848,0.005243502,0.002419434,0.0004411022,0.001028532,0.002082565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002114085,0.003456434,0.9081793,0.000134241,0.0005886909,0.0003675829,0.01341413,0.000379257,0.002755013,0.007531231,0.002177496,0.05890253],"study_design_scores_gemma":[0.00004982699,0.000232048,0.9680104,0.00006126832,0.0003125243,0.0002763612,0.02084536,0.001329847,0.0004245477,0.006777227,0.001640527,0.00004005503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98847,0.0002343309,0.0001248327,0.001967963,0.00003814275,0.00001065832,0.00004552417,0.000002069902,0.009106428],"genre_scores_gemma":[0.9987866,0.0001094893,0.00004756428,0.000323442,0.00002231069,0.000004722635,0.00002514369,0.00000403663,0.0006766056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164013,"threshold_uncertainty_score":0.02396595,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214625971","doi":"10.1016/j.ijinfomgt.2021.102456","title":"Climate change and COP26: Are digital technologies and information management part of the problem or the solution? An editorial reflection and call to action","year":2021,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Green IT and Sustainability","field":"Engineering","cited_by":721,"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":"Viewpoints; Action (physics); Element (criminal law); Multitude; Politics; Perspective (graphical); Information technology; Climate change; Emerging technologies; Political science; Computer science; Business; Engineering ethics; Management science; Risk analysis (engineering); Engineering; Law","authors":[{"name":"Yogesh K. Dwivedi","is_ca":false},{"name":"Laurie Hughes","is_ca":false},{"name":"Arpan Kumar Kar","is_ca":false},{"name":"Abdullah M. Baabdullah","is_ca":false},{"name":"Purva Grover","is_ca":false},{"name":"Roba Abbas","is_ca":false},{"name":"Daniela Andreini","is_ca":false},{"name":"Iyad Abumoghli","is_ca":false},{"name":"Yves Barlette","is_ca":false},{"name":"Deborah Bunker","is_ca":false},{"name":"Leona Chandra Kruse","is_ca":false},{"name":"Ioanna Constantiou","is_ca":false},{"name":"Robert M. Davison","is_ca":false},{"name":"Rahul Dé","is_ca":false},{"name":"Rameshwar Dubey","is_ca":false},{"name":"Henry Fenby-Taylor","is_ca":false},{"name":"Babita Gupta","is_ca":false},{"name":"Wu He","is_ca":false},{"name":"Mitsuru Kodama","is_ca":false},{"name":"Matti Mäntymäki","is_ca":false},{"name":"Bhimaraya Metri","is_ca":false},{"name":"Katina Michael","is_ca":false},{"name":"Johan Olaisen","is_ca":false},{"name":"Niki Panteli","is_ca":false},{"name":"Samuli Pekkola","is_ca":false},{"name":"Rohit Nishant","is_ca":true},{"name":"Ramakrishnan Raman","is_ca":false},{"name":"Nripendra P. Rana","is_ca":false},{"name":"Frantz Rowe","is_ca":false},{"name":"Suprateek Sarker","is_ca":false},{"name":"Brenda Scholtz","is_ca":false},{"name":"Maung K. Sein","is_ca":false},{"name":"Jeel Dharmeshkumar Shah","is_ca":false},{"name":"Thompson S.H. Teo","is_ca":false},{"name":"Manoj Kumar Tiwari","is_ca":false},{"name":"Morten Thanning Vendelø","is_ca":false},{"name":"Michael Wade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01516044126167469,"gpt":0.2542785574707131,"spread":0.2391181162090384,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01146547,0.001837953,0.001721869,0.002264403,0.005934984,0.01659346,0.003063264,0.01961353,0.006193107],"category_scores_gemma":[0.0400614,0.0007177271,0.001788283,0.001737279,0.009396518,0.009816011,0.003075172,0.02528535,0.003867471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004320654,"about_ca_system_score_gemma":0.006736182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003009476,"about_ca_topic_score_gemma":0.005191626,"domain_scores_codex":[0.9889254,0.002481377,0.0009330122,0.001199228,0.005517316,0.0009436674],"domain_scores_gemma":[0.9479326,0.030899,0.001858061,0.001226881,0.01331544,0.004768056],"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":[0.00002060173,0.00001318145,0.00004716898,0.0002130663,0.000008626066,0.0001029155,0.0003663558,0.00004401423,0.0001336776,0.005330616,0.9855907,0.008129111],"study_design_scores_gemma":[0.000007060327,0.00002385102,0.0001301719,0.0004994414,0.00001237293,0.000129943,0.0005778596,0.0001281784,0.000116351,0.00537543,0.9929772,0.00002211388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001253279,0.008543875,0.0004494585,0.2506193,0.737586,0.00001492087,0.00002690288,0.00003128555,0.002602881],"genre_scores_gemma":[0.003216654,0.01317736,0.0005628749,0.09474856,0.8783912,0.00002692858,0.00002804464,0.0001280711,0.009720339],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01961353,"threshold_uncertainty_score":0.06063592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983579204","doi":"10.1016/j.ijinfomgt.2019.10.014","title":"Blockchain as a disruptive technology for business: A systematic review","year":2019,"lang":"en","type":"review","venue":"International Journal of Information Management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":567,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Blockchain; Expansive; Cryptocurrency; Business model; State (computer science); Politics; Skepticism; Political science; Business; Computer science; Marketing; Computer security; Epistemology; Law","authors":[{"name":"Julie Frizzo-Barker","is_ca":true},{"name":"Peter A. Chow-White","is_ca":true},{"name":"Philippa Adams","is_ca":true},{"name":"Jennifer Mentanko","is_ca":true},{"name":"Dung Ha","is_ca":false},{"name":"Sandy Green","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01600301063894775,"gpt":0.3179336645887108,"spread":0.301930653949763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051483,0.001124928,0.00589244,0.009536528,0.00062641,0.003382814,0.00198363,0.002461769,0.00436378],"category_scores_gemma":[0.03995546,0.00074327,0.004600746,0.009948115,0.001295248,0.003451095,0.001703748,0.001965176,0.0004085503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003339723,"about_ca_system_score_gemma":0.01804487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006430914,"about_ca_topic_score_gemma":0.02392325,"domain_scores_codex":[0.992898,0.00234137,0.002252814,0.0005421521,0.001726771,0.0002389141],"domain_scores_gemma":[0.9566541,0.03300727,0.005957001,0.0006683985,0.003194048,0.0005191224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002697922,0.0000398346,0.0008566852,0.8536852,0.007126578,0.0001296445,0.0002350832,0.0002475167,0.0001843866,0.0009120361,0.003938948,0.1323743],"study_design_scores_gemma":[0.0002615397,0.0002309348,0.002516445,0.8944828,0.04264408,0.0004977243,0.0004350966,0.0001591973,0.0002401087,0.001255563,0.05721805,0.00005853553],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003044178,0.9989263,0.0001324594,0.0002529105,0.00007430046,0.00008115514,0.00009256706,0.000003218864,0.0001325521],"genre_scores_gemma":[0.005323696,0.9936689,0.0003316129,0.0003998286,0.0000464223,0.00009782222,0.00006445362,0.000003164577,0.00006412653],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01051483,"threshold_uncertainty_score":0.05560839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394605410","doi":"10.1016/j.ijinfomgt.2024.102783","title":"AI-powered marketing: What, where, and how?","year":2024,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"AI in Service Interactions","field":"Computer Science","cited_by":386,"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":"Marketing; Business; Engineering","authors":[{"name":"Abdul R. Ashraf","is_ca":true},{"name":"Waqar Nadeem","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006635401155386658,"gpt":0.2640762879346183,"spread":0.2574408867792317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007062559,0.0006511792,0.0005731532,0.002227124,0.003891409,0.02247297,0.001293891,0.004897782,0.006479766],"category_scores_gemma":[0.01646,0.0003354715,0.0004614429,0.00280258,0.01304308,0.02479458,0.003324906,0.005131075,0.002007372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004944261,"about_ca_system_score_gemma":0.005289873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002410894,"about_ca_topic_score_gemma":0.002524879,"domain_scores_codex":[0.9948012,0.00290456,0.0001409694,0.0003358876,0.001311006,0.0005064177],"domain_scores_gemma":[0.983984,0.01086697,0.001243204,0.0007498265,0.001835642,0.001320397],"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":[0.00009372255,0.0002665086,0.006815184,0.001067981,0.00006408736,0.0003234543,0.01693836,0.0008591263,0.001188989,0.6553356,0.02869601,0.2883511],"study_design_scores_gemma":[0.00002203933,0.00009083655,0.004483141,0.001869006,0.0000487634,0.0004857494,0.03433834,0.004254357,0.001432073,0.6804669,0.2724247,0.00008408303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.05194276,0.05373197,0.05629039,0.4984429,0.002990409,0.0003030614,0.0001476381,0.0004125898,0.3357383],"genre_scores_gemma":[0.8461565,0.06318251,0.02828936,0.03263332,0.003879534,0.0002801432,0.0001294976,0.0002034083,0.02524571],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02247297,"threshold_uncertainty_score":0.03735083,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178094987","doi":"10.1016/j.ijinfomgt.2015.11.010","title":"Conceptualizing a model for adoption of cloud computing in education","year":2015,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":290,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Royal University","funders":"","keywords":"Cloud computing; Computer science; Reliability (semiconductor); Information technology; Knowledge management; Cloud computing security; Perception; Data science; Psychology","authors":[{"name":"Humphrey M. Sabi","is_ca":false},{"name":"Faith‐Michael E. Uzoka","is_ca":true},{"name":"Kehbuma Langmia","is_ca":false},{"name":"Felix N. Njeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1268582914694138,"gpt":0.4169470507022717,"spread":0.2900887592328579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003643974,0.0007729245,0.0003458063,0.002752271,0.002348289,0.00840602,0.002357289,0.003912697,0.009279237],"category_scores_gemma":[0.01015002,0.0005898485,0.0009756725,0.002767443,0.004643461,0.009258027,0.002294044,0.003086995,0.001012021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006836995,"about_ca_system_score_gemma":0.009274982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151249,"about_ca_topic_score_gemma":0.01697007,"domain_scores_codex":[0.996491,0.001822516,0.00017952,0.0004726562,0.000505255,0.0005290534],"domain_scores_gemma":[0.9911811,0.005601156,0.001030134,0.0003406533,0.001131789,0.0007150981],"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":[0.00004924911,0.0004084249,0.01756112,0.0001147699,0.00005717019,0.0004463807,0.01576071,0.01452995,0.0007106201,0.9369562,0.001416193,0.01198929],"study_design_scores_gemma":[0.0001606121,0.0003917005,0.01975098,0.0006988925,0.0001647622,0.0009001378,0.0449281,0.2365239,0.001262884,0.6641307,0.03091186,0.0001753953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3845765,0.0004538582,0.3503212,0.03821161,0.000126603,0.001269536,0.0007073548,0.0003280811,0.2240051],"genre_scores_gemma":[0.9593899,0.0001812031,0.03688075,0.0003737336,0.00001299441,0.0003682983,0.0001536722,0.00002067865,0.002618728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02151249,"threshold_uncertainty_score":0.04960608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123338733","doi":"10.1016/j.ijinfomgt.2013.11.010","title":"Brand communities based in social media: How unique are they? Evidence from two exemplary brand communities","year":2014,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":260,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social media; Brand community; Sociology; Advertising; Ideal (ethics); Public relations; Brand management; Business; Political science","authors":[{"name":"Mohammad Reza Habibi","is_ca":true},{"name":"Michel Laroche","is_ca":true},{"name":"Marie‐Odile Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03415674755045574,"gpt":0.3007303063869325,"spread":0.2665735588364768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006431838,0.000290624,0.0003258167,0.002796698,0.006338651,0.004865071,0.00143486,0.002149689,0.007290257],"category_scores_gemma":[0.03401834,0.0005540681,0.0003082858,0.002134178,0.004158289,0.005526646,0.004996077,0.00169195,0.0005665635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001575775,"about_ca_system_score_gemma":0.00156481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01291315,"about_ca_topic_score_gemma":0.03334687,"domain_scores_codex":[0.9971339,0.001146501,0.0001104702,0.0004795887,0.0007485895,0.0003810197],"domain_scores_gemma":[0.9547611,0.02821459,0.006991452,0.002510723,0.003767061,0.003755035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001919798,0.003152505,0.5737063,0.0006284553,0.0002771659,0.001496432,0.2483021,0.0001133877,0.002163868,0.02450069,0.003992087,0.1397472],"study_design_scores_gemma":[0.0002830866,0.0006210963,0.6431334,0.0008425404,0.000392119,0.001804583,0.3079582,0.0008299714,0.001435369,0.02211285,0.02045714,0.0001296945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902148,0.0003216941,0.0002684118,0.0006101251,0.00001992493,0.00005763864,0.00005236619,0.000003359915,0.008451685],"genre_scores_gemma":[0.9984439,0.0002245845,0.0004787655,0.0001544639,0.00001504658,0.00003353246,0.00005291742,0.000005261385,0.0005915296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01291315,"threshold_uncertainty_score":0.03401518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509365102","doi":"10.1016/j.ijinfomgt.2016.08.004","title":"Analyzing electronic word of mouth: A social commerce construct","year":2016,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Construct (python library); Social commerce; Product (mathematics); Latent semantic analysis; Service (business); Reading (process); Social media; Marketing; E-commerce; Thematic analysis; Psychology; Business; Knowledge management; Computer science; World Wide Web; Sociology; Political science; Information retrieval; Qualitative research","authors":[{"name":"Shimi Naurin Ahmad","is_ca":false},{"name":"Michel Laroche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009895525117685749,"gpt":0.2892606044081616,"spread":0.2793650792904758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002561823,0.0004287541,0.0002933535,0.007852864,0.001044859,0.004286687,0.0003684016,0.0009028715,0.002465194],"category_scores_gemma":[0.02367827,0.0001873555,0.0004383043,0.005614339,0.001232945,0.005299763,0.001850571,0.0008104336,0.0004983411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008293205,"about_ca_system_score_gemma":0.0008361386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637623,"about_ca_topic_score_gemma":0.002073062,"domain_scores_codex":[0.9970246,0.001270222,0.0003734969,0.0002547512,0.0009208314,0.00015605],"domain_scores_gemma":[0.9641638,0.02385471,0.006876552,0.0009720561,0.003253911,0.0008789378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004906364,0.00067122,0.8255322,0.0006373012,0.00022962,0.0004022595,0.02534028,0.0009216734,0.01259529,0.01443418,0.002164004,0.1165815],"study_design_scores_gemma":[0.00004081508,0.0007073272,0.8689375,0.0003470537,0.0003899389,0.001169874,0.06712604,0.0239909,0.007729695,0.01330334,0.01610049,0.0001570106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847535,0.0002737292,0.005015015,0.000293298,0.0000277576,0.00011165,0.0005904256,0.00004024765,0.008894371],"genre_scores_gemma":[0.993292,0.000129635,0.0049994,0.00005713735,0.00004795931,0.00008983259,0.000534412,0.00002299941,0.0008267476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007852864,"threshold_uncertainty_score":0.01354837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171435442","doi":"10.1016/j.ijinfomgt.2021.102379","title":"In the hearts and minds of employees: A model of pre-adoptive appraisal toward artificial intelligence in organizations","year":2021,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Ministry of Science and Technology, Taiwan","keywords":"Psychology; Knowledge management; Artificial intelligence; Cognitive science; Management; Computer science; Economics","authors":[{"name":"Yi-Te Chiu","is_ca":false},{"name":"Yu‐Qian Zhu","is_ca":false},{"name":"Jacqueline Corbett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04572813639548012,"gpt":0.3853686476355835,"spread":0.3396405112401034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003343342,0.0004667255,0.0002134528,0.001051886,0.002554863,0.006959306,0.001474068,0.002980262,0.005347632],"category_scores_gemma":[0.011131,0.0004297155,0.0004743168,0.0008243977,0.01226604,0.005599234,0.002419828,0.002789178,0.0005894099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003019911,"about_ca_system_score_gemma":0.004243847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008224717,"about_ca_topic_score_gemma":0.006876639,"domain_scores_codex":[0.9971293,0.001943475,0.00004890639,0.0002260173,0.000324952,0.0003274597],"domain_scores_gemma":[0.9926507,0.003766505,0.0007513881,0.0006306033,0.0009875277,0.001213354],"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":[0.0001949029,0.00043395,0.01863142,0.00009240354,0.00004057012,0.0008881215,0.08353161,0.006006237,0.002821581,0.8658271,0.001594509,0.01993752],"study_design_scores_gemma":[0.0001192971,0.0003989328,0.02791333,0.0001721308,0.00004924863,0.0004928523,0.04867996,0.02942615,0.001171973,0.8767454,0.01471604,0.0001146292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5225353,0.000331203,0.0846746,0.0217515,0.0001567348,0.0003422237,0.00009313819,0.0000903088,0.370025],"genre_scores_gemma":[0.9879653,0.0000539477,0.007839645,0.0003488596,0.00001742745,0.00007349849,0.00001523799,0.00001203357,0.003674147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008224717,"threshold_uncertainty_score":0.02191108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118562969","doi":"10.1016/s0268-4012(99)00058-4","title":"The corporate portal as information infrastructure: towards a framework for portal design","year":2000,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":134,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Enterprise portal; Variety (cybernetics); Context (archaeology); Information space; Function (biology); Computer science; Information system; World Wide Web; Business; Engineering","authors":[{"name":"Brian Detlor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01164168616886887,"gpt":0.2572875696731843,"spread":0.2456458835043154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00717746,0.00113307,0.0008972859,0.004022631,0.002667441,0.01586011,0.002734462,0.003875693,0.003532348],"category_scores_gemma":[0.008590516,0.001271148,0.00133467,0.004089612,0.009349259,0.0157678,0.005216618,0.0043166,0.001518687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00352615,"about_ca_system_score_gemma":0.008674923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009040958,"about_ca_topic_score_gemma":0.009243648,"domain_scores_codex":[0.9932702,0.004279751,0.0005444068,0.000569542,0.0009834296,0.0003525316],"domain_scores_gemma":[0.9956589,0.001556019,0.0003361444,0.0008178798,0.0009369208,0.0006942007],"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":[0.00002175566,0.00006534233,0.0009927943,0.0002553751,0.0000253952,0.0001382138,0.003118538,0.003778658,0.001134465,0.9525514,0.004491544,0.03342654],"study_design_scores_gemma":[0.00005300264,0.0001085241,0.0008076462,0.0007698853,0.0001223962,0.0006551381,0.004573402,0.07390733,0.002168393,0.7046517,0.2121008,0.00008187941],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.004271407,0.0006506134,0.9744462,0.005479331,0.00009456208,0.000318597,0.0001093055,0.0009165976,0.01371343],"genre_scores_gemma":[0.1181499,0.001014673,0.8746973,0.0005575261,0.00007873081,0.0004827311,0.0003099112,0.0002857909,0.004423396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01586011,"threshold_uncertainty_score":0.0379585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3047030424","doi":"10.1016/j.ijinfomgt.2020.102209","title":"Wearable device adoption among older adults: A mixed-methods study","year":2020,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Carleton University","funders":"McMaster Institute for Research on Aging, McMaster University","keywords":"Popularity; Wearable computer; Cognition; Perception; Psychology; Wearable technology; Applied psychology; Reading (process); Cognitive aging; Internet privacy; Gerontology; Social psychology; Computer science; Medicine","authors":[{"name":"Samira Farivar","is_ca":true},{"name":"Mohamed Abouzahra","is_ca":false},{"name":"Maryam Ghasemaghaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01232957723758202,"gpt":0.3284798764186749,"spread":0.3161502991810928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00395515,0.0009886699,0.001625764,0.001521371,0.002001704,0.002339015,0.000666946,0.002084773,0.001967768],"category_scores_gemma":[0.006402356,0.001469684,0.002201684,0.001767602,0.0006399655,0.002804349,0.001161926,0.001490715,0.0005819629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007560026,"about_ca_system_score_gemma":0.0009487271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007955113,"about_ca_topic_score_gemma":0.01756736,"domain_scores_codex":[0.997857,0.0007604529,0.0004600725,0.0003881864,0.0002883916,0.0002458723],"domain_scores_gemma":[0.9963909,0.001261262,0.001013126,0.0003143118,0.0006748423,0.0003456046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001513857,0.007714972,0.958658,0.000793637,0.00131434,0.000382531,0.01609038,0.0000485206,0.0009758224,0.0001180486,0.0003864769,0.01200323],"study_design_scores_gemma":[0.0006380522,0.008429824,0.9495757,0.0005732088,0.001779359,0.0007168966,0.03572917,0.0005306581,0.0003485311,0.0002135127,0.00136232,0.0001027834],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998796,0.0004004198,0.0001815938,0.00003212169,0.00000981798,0.0002074155,0.0001627585,0.000002552595,0.0002074535],"genre_scores_gemma":[0.9954761,0.0008175955,0.001145759,0.0004376654,0.0000367856,0.0009659434,0.0003835863,0.000006208104,0.000730384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007955113,"threshold_uncertainty_score":0.02091712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997852137","doi":"10.1016/j.ijinfomgt.2019.102055","title":"Understanding the impact of big data on firm performance: The necessity of conceptually differentiating among big data characteristics","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":129,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Big data; Variety (cybernetics); Volume (thermodynamics); Data science; Value (mathematics); Resource (disambiguation); Computer science; Data type; Data mining; Artificial intelligence; Machine learning","authors":[{"name":"Maryam Ghasemaghaei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2029441430990316,"gpt":0.319494559979669,"spread":0.1165504168806374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008576411,0.0008019021,0.0005827414,0.003054853,0.0009474448,0.007423227,0.0010586,0.001276194,0.001348195],"category_scores_gemma":[0.04691501,0.0003713488,0.0007235632,0.003537599,0.002920094,0.01233013,0.002860741,0.003117819,0.0002434173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437449,"about_ca_system_score_gemma":0.003193126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007519241,"about_ca_topic_score_gemma":0.01071769,"domain_scores_codex":[0.9967557,0.001438228,0.0002867593,0.0003016156,0.0008546676,0.0003630266],"domain_scores_gemma":[0.9180495,0.0613294,0.01116692,0.002987666,0.003642131,0.002824353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002854187,0.0006165541,0.8926799,0.000372757,0.0006094474,0.0001488814,0.001722094,0.008573879,0.0008402525,0.04202303,0.001755613,0.05037214],"study_design_scores_gemma":[0.00004727082,0.0005077746,0.7712377,0.0006451841,0.0004698987,0.0001245926,0.0120305,0.04412976,0.00198253,0.163403,0.005305341,0.0001163729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550143,0.00195998,0.0125844,0.01255756,0.0001262091,0.0001150064,0.0008603615,0.00003353348,0.01674868],"genre_scores_gemma":[0.997609,0.0003205977,0.001424923,0.000285319,0.000056653,0.00001599482,0.0001819877,0.000007397507,0.00009814832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008576411,"threshold_uncertainty_score":0.04535693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379356448","doi":"10.1016/j.ijinfomgt.2023.102668","title":"Artificial intelligence for digital sustainability: An insight into domain-specific research and future directions","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Green IT and Sustainability","field":"Engineering","cited_by":121,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Sustainability; Sensemaking; Creativity; Knowledge management; Domain (mathematical analysis); Sustainable development; Action (physics); Engineering ethics; Management science; Computer science; Sociology; Engineering; Data science; Political science; Psychology; Social psychology","authors":[{"name":"Shan L. Pan","is_ca":false},{"name":"Rohit Nishant","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02598279672759698,"gpt":0.3149030827987951,"spread":0.2889202860711982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004244565,0.0007039124,0.0008390285,0.002851741,0.001091516,0.008915786,0.001496436,0.002305708,0.004871061],"category_scores_gemma":[0.006404768,0.0002957365,0.0006101746,0.004318256,0.008364325,0.01227226,0.002070857,0.003337232,0.0005774794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002724486,"about_ca_system_score_gemma":0.00313415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545853,"about_ca_topic_score_gemma":0.002596905,"domain_scores_codex":[0.9986801,0.0006873793,0.00006650346,0.0002008366,0.0002299976,0.0001352071],"domain_scores_gemma":[0.9916716,0.006288803,0.0003640671,0.0007232674,0.0006906711,0.0002615673],"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":[0.00003586229,0.0001413452,0.002015515,0.000908526,0.00005621671,0.0001096351,0.0007694947,0.004827424,0.0006246093,0.8935643,0.003465901,0.0934812],"study_design_scores_gemma":[0.000007612081,0.00003052374,0.001238138,0.0006850223,0.00001800599,0.00009352725,0.001647764,0.009981755,0.0004602234,0.9579417,0.02787399,0.000021835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.07616279,0.2675703,0.1815726,0.1836748,0.0009379511,0.0001915702,0.0004316878,0.0003527579,0.2891056],"genre_scores_gemma":[0.7578914,0.1635669,0.06444274,0.006006072,0.001274031,0.0001670535,0.0002609741,0.00006659185,0.006324422],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008915786,"threshold_uncertainty_score":0.02244771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766325541","doi":"10.1016/j.ijinfomgt.2017.09.007","title":"Using big data analytics to study brand authenticity sentiments: The case of Starbucks on Twitter","year":2017,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Sentiment analysis; Big data; Social media; Computer science; Polarity (international relations); Data science; Robustness (evolution); Support vector machine; Advertising; Information retrieval; Natural language processing; Artificial intelligence; Data mining; World Wide Web; Business","authors":[{"name":"Hamid Shirdastian","is_ca":true},{"name":"Michel Laroche","is_ca":true},{"name":"Marie‐Odile Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1558660852414062,"gpt":0.4150692331788663,"spread":0.2592031479374601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448524,0.0002993562,0.0002019074,0.001438561,0.00328896,0.003127431,0.0006821267,0.001374668,0.002238619],"category_scores_gemma":[0.005093218,0.0002225939,0.0001820586,0.001637596,0.001362001,0.004293179,0.001598269,0.001182635,0.0004229606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311373,"about_ca_system_score_gemma":0.0008305791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02194816,"about_ca_topic_score_gemma":0.05298153,"domain_scores_codex":[0.9994457,0.0002531265,0.00001460276,0.00005714352,0.0001253522,0.0001040206],"domain_scores_gemma":[0.995719,0.00267444,0.0004029121,0.0002357612,0.0004434314,0.0005244476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001238131,0.00144787,0.5916772,0.0003212983,0.000210283,0.01758237,0.1908966,0.008302563,0.01779695,0.03050535,0.02053152,0.1194898],"study_design_scores_gemma":[0.00006134849,0.0005349234,0.2356098,0.0001817009,0.0001260788,0.001695414,0.5959135,0.08928445,0.008033025,0.01484052,0.05353876,0.0001806247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922644,0.00003697093,0.0006102407,0.001124848,0.00001635738,0.00001916571,0.00007463805,0.00002213701,0.005831302],"genre_scores_gemma":[0.9969264,0.00005078019,0.001123079,0.00008460173,0.00000941022,0.000009439782,0.00008115255,0.00001963135,0.001695541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02194816,"threshold_uncertainty_score":0.04364079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4368353796","doi":"10.1016/j.ijinfomgt.2023.102659","title":"Immersive time (ImT): Conceptualizing time spent in the metaverse","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":110,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Metaverse; Computer science; Marketing; Business; Human–computer interaction; Virtual reality","authors":[{"name":"Emmanuel Mogaji","is_ca":false},{"name":"Jochen Wirtz","is_ca":false},{"name":"Russell W. Belk","is_ca":true},{"name":"Yogesh K. Dwivedi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01604836160439918,"gpt":0.2806363158646087,"spread":0.2645879542602095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338117,0.0005743544,0.0002402902,0.002164244,0.001395436,0.005070699,0.001305165,0.001071714,0.01077806],"category_scores_gemma":[0.006318172,0.0002822899,0.0005374224,0.00149711,0.003352821,0.009808085,0.004035315,0.001185891,0.0006380763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009454416,"about_ca_system_score_gemma":0.0008860712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002228111,"about_ca_topic_score_gemma":0.002134423,"domain_scores_codex":[0.9988731,0.0005243082,0.00005941334,0.000159661,0.0001976149,0.0001858815],"domain_scores_gemma":[0.9971873,0.001437903,0.0004628547,0.0002264277,0.0002689033,0.0004165714],"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":[0.0004491952,0.000171186,0.01915718,0.001061593,0.000159527,0.0007413765,0.1129499,0.006465415,0.006109731,0.7501265,0.003645896,0.09896255],"study_design_scores_gemma":[0.00008302392,0.001529659,0.03640455,0.002457937,0.0003690619,0.002591351,0.1962876,0.02831169,0.004110096,0.5019455,0.2256857,0.0002237737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.459038,0.009191684,0.2554696,0.003699188,0.000759258,0.0002798247,0.0006933653,0.0004059942,0.2704631],"genre_scores_gemma":[0.9760432,0.001003538,0.01772279,0.0001391134,0.0000871352,0.0001398979,0.0001580735,0.0001082587,0.004598061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01077806,"threshold_uncertainty_score":0.03605622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900541036","doi":"10.1016/j.ijinfomgt.2018.10.012","title":"Content features of tweets for effective communication during disasters: A media synchronicity theory perspective","year":2018,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":107,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Synchronicity; Social media; Risk communication; Perspective (graphical); Dissemination; Crisis communication; Computer science; Microblogging; Data science; World Wide Web; Psychology; Business; Artificial intelligence; Political science; Public relations; Risk analysis (engineering); Telecommunications","authors":[{"name":"Jaebong Son","is_ca":false},{"name":"Hyung Koo Lee","is_ca":true},{"name":"Sung Simon Jin","is_ca":false},{"name":"Jintae Lee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01574480847740851,"gpt":0.325779560407046,"spread":0.3100347519296375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910808,0.000530659,0.0003532703,0.00359557,0.000993964,0.004242308,0.000785206,0.001350338,0.003772659],"category_scores_gemma":[0.0204041,0.0005036636,0.0004597545,0.002114979,0.001963888,0.007819514,0.001423315,0.001250824,0.0004210014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001099535,"about_ca_system_score_gemma":0.001017114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184211,"about_ca_topic_score_gemma":0.0008370681,"domain_scores_codex":[0.9991539,0.0003428847,0.00005718712,0.0001537686,0.0001683444,0.0001240526],"domain_scores_gemma":[0.9833387,0.01235138,0.002272836,0.000704043,0.0009060766,0.000426887],"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":[0.001938842,0.001040402,0.1762049,0.001359199,0.0004160301,0.001611353,0.03255741,0.02632301,0.05419227,0.5026762,0.007970291,0.1937101],"study_design_scores_gemma":[0.0002083352,0.001032591,0.2564864,0.0007388298,0.000605676,0.001233043,0.03999525,0.2185018,0.02064456,0.4412746,0.01899723,0.000281689],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8227741,0.001155007,0.1253771,0.005503622,0.0003060313,0.0003681033,0.001079719,0.0003637651,0.04307258],"genre_scores_gemma":[0.9926242,0.0001621517,0.006365277,0.00007360581,0.0000999003,0.00006545507,0.0001496923,0.00003521681,0.0004245655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004242308,"threshold_uncertainty_score":0.01262075,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3133504894","doi":"10.1016/j.ijinfomgt.2021.102318","title":"Perceived values and motivations influencing m-commerce use: A nine-country comparative study","year":2021,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":94,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University; Brock University","funders":"Johns Hopkins University","keywords":"Multinational corporation; Revenue; Marketing; Value (mathematics); Business; Hedonism; Country of origin; Advertising; Psychology; Social psychology; Accounting","authors":[{"name":"Abdul R. Ashraf","is_ca":true},{"name":"Narongsak Thongpapanl Tek","is_ca":true},{"name":"Ali Anwar","is_ca":true},{"name":"Luciano Lapa","is_ca":false},{"name":"Viswanath Venkatesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08750786671457113,"gpt":0.3960401391124806,"spread":0.3085322723979095,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267016,0.0004216688,0.000409887,0.001229966,0.002484985,0.001536616,0.0004271171,0.0006133026,0.002545936],"category_scores_gemma":[0.002251196,0.0004559607,0.0006831761,0.002292438,0.001086312,0.001545816,0.001419934,0.001074266,0.0003606583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008449741,"about_ca_system_score_gemma":0.0005949904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02249334,"about_ca_topic_score_gemma":0.03638518,"domain_scores_codex":[0.99929,0.000351695,0.00003900979,0.0000640748,0.00006427004,0.0001908893],"domain_scores_gemma":[0.9973591,0.001077383,0.0006402506,0.000112026,0.000308713,0.0005024238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004870065,0.002300193,0.9601735,0.000055218,0.0001247929,0.0007171228,0.02817965,0.0000827441,0.0006825998,0.0004099243,0.000213911,0.006573263],"study_design_scores_gemma":[0.00003104101,0.0009803255,0.9176751,0.0000460612,0.00009730477,0.0003500189,0.0796833,0.0001817416,0.0002897364,0.00005816127,0.0005870412,0.00002014492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996139,0.00001635406,0.00001342218,0.000009743613,0.000001077202,0.000004523106,0.00002255744,2.292718e-7,0.0003181107],"genre_scores_gemma":[0.9995884,0.00005566577,0.00005387578,0.00001984463,0.000001323849,0.000008401636,0.00007634884,6.940492e-7,0.0001953662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02249334,"threshold_uncertainty_score":0.04472482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003011604","doi":"10.1016/j.ijinfomgt.2010.10.010","title":"Interruptions in the workplace: A case study to reduce their effects","year":2010,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":77,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sheridan College","funders":"","keywords":"Variety (cybernetics); Task (project management); Key (lock); Knowledge management; Qualitative research; Computer science; Process management; Engineering; Computer security; Sociology; Systems engineering","authors":[{"name":"Edward R. Sykes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1089433310808976,"gpt":0.4465923720112354,"spread":0.3376490409303379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736316,0.0004468569,0.0004132708,0.0008132588,0.00341231,0.0009940392,0.001288025,0.002365933,0.00312338],"category_scores_gemma":[0.008734605,0.0001945694,0.0005398139,0.0005859517,0.0005228287,0.0006776858,0.0009540683,0.001459192,0.0004693662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007178136,"about_ca_system_score_gemma":0.001219633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274817,"about_ca_topic_score_gemma":0.006353138,"domain_scores_codex":[0.99852,0.0008085222,0.00007522113,0.0001081941,0.0002353463,0.0002528119],"domain_scores_gemma":[0.9939406,0.003217515,0.000555295,0.0005729067,0.0005634676,0.001150097],"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":[0.003499492,0.05226495,0.1830984,0.002276014,0.0003060125,0.06725401,0.1466679,0.003675016,0.02899278,0.003695618,0.01229527,0.4959747],"study_design_scores_gemma":[0.002013718,0.04976379,0.3799179,0.00197695,0.001769826,0.08267484,0.2911708,0.03193232,0.03885573,0.006846522,0.1123971,0.0006805644],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919232,0.0004225479,0.002657486,0.000758732,0.00007114853,0.0001829595,0.00004636855,0.0001015527,0.003836061],"genre_scores_gemma":[0.994293,0.0003583305,0.00330966,0.0001644176,0.00003516141,0.00009704073,0.00002922056,0.00002021323,0.00169293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00341231,"threshold_uncertainty_score":0.01044869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901181835","doi":"10.1016/j.ijinfomgt.2018.10.015","title":"How does IT affect design centricity approaches: Evidence from Spain’s smart tourism ecosystem","year":2018,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tourism; Work (physics); Digital ecosystem; Ecosystem; Key (lock); Business; Knowledge management; Environmental resource management; Geography; Computer science; Engineering; Ecology; Economics","authors":[{"name":"Álvaro Arenas","is_ca":false},{"name":"Jie Mein Goh","is_ca":true},{"name":"Alberto Urueña","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04738097837514398,"gpt":0.2831533884476747,"spread":0.2357724100725307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008756271,0.0002622788,0.0003498439,0.001373793,0.002525653,0.008752815,0.001128929,0.001966315,0.006261776],"category_scores_gemma":[0.025527,0.0002952255,0.0004787317,0.001549367,0.004432616,0.004704551,0.004769386,0.001580899,0.000585663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007091773,"about_ca_system_score_gemma":0.005410783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01735653,"about_ca_topic_score_gemma":0.04491926,"domain_scores_codex":[0.9936695,0.002915899,0.0002399028,0.00068657,0.001473775,0.001014438],"domain_scores_gemma":[0.9717109,0.01433467,0.00441903,0.002901326,0.004092455,0.002541629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001333557,0.001774109,0.7872295,0.000637556,0.0003744414,0.001278664,0.07280967,0.002177281,0.003280136,0.02753386,0.005661183,0.09590996],"study_design_scores_gemma":[0.0002623664,0.0008037148,0.6769843,0.000705642,0.0003004516,0.0003455617,0.2530063,0.00314851,0.001448402,0.01350741,0.049382,0.0001053637],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733778,0.0001732366,0.001045386,0.001406069,0.00002453168,0.00004008059,0.00005292546,0.00002129275,0.02385883],"genre_scores_gemma":[0.9984181,0.00006274517,0.0003955906,0.0001538943,0.000004067576,0.00001314959,0.00003308788,0.00001666472,0.0009026886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01735653,"threshold_uncertainty_score":0.05145466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969904420","doi":"10.1016/j.ijinfomgt.2013.01.010","title":"Examining influence of national culture on individuals’ attitude and use of information and communication technology: Assessment of moderating effect of culture through cross countries study","year":2013,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre; Université du Québec à Montréal","keywords":"Information and Communications Technology; Perception; Psychology; Social psychology; Hofstede's cultural dimensions theory; New guinea; Information technology; Moderation; Organizational culture; Sociology; Public relations; Political science","authors":[{"name":"Bangaly Kaba","is_ca":false},{"name":"Kweku‐Muata Osei‐Bryson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05094489009217951,"gpt":0.4070572562203542,"spread":0.3561123661281747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003938968,0.000287628,0.0002942911,0.0005692274,0.0006602416,0.001164279,0.0002910286,0.0004397593,0.00162041],"category_scores_gemma":[0.008987281,0.0003085557,0.0007369754,0.0008928507,0.0008465924,0.000644722,0.0009367365,0.0008373767,0.0001833683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004652931,"about_ca_system_score_gemma":0.0007756803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008319877,"about_ca_topic_score_gemma":0.01097006,"domain_scores_codex":[0.9974627,0.001571636,0.0001734761,0.000239493,0.0002883219,0.0002642943],"domain_scores_gemma":[0.9843667,0.008331746,0.002989016,0.001419922,0.001849036,0.001043551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003846509,0.0003539737,0.9885657,0.00003195238,0.0003429445,0.00008822681,0.004003761,0.000101935,0.001061596,0.0001787771,0.00006543897,0.004821154],"study_design_scores_gemma":[0.00001175038,0.0004871502,0.9927161,0.00001762898,0.0001739316,0.0000520927,0.005223952,0.0001890573,0.0007879109,0.00004506752,0.0002845547,0.00001077975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992635,0.00004087833,0.00008487685,0.00001750252,0.000004961696,0.000006768717,0.00002354518,4.427371e-7,0.0005574634],"genre_scores_gemma":[0.9995658,0.00003826287,0.0001405117,0.00001877974,0.00000234488,0.00001001093,0.00004483236,0.00000112701,0.000178386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008319877,"threshold_uncertainty_score":0.02083153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028133604","doi":"10.1016/j.ijinfomgt.2020.102141","title":"A big data analytics framework for detecting user-level depression from social networks","year":2020,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Mental Health via Writing","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Toronto Metropolitan University; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; International Business Machines Corporation","keywords":"Big data; Feeling; Mood; Social network (sociolinguistics); Depression (economics); Mental health; Computer science; Psychology; Analytics; Social support; Process (computing); Data science; Internet privacy; Social media; World Wide Web; Social psychology; Data mining; Psychiatry","authors":[{"name":"Xingwei Yang","is_ca":true},{"name":"Rhonda McEwen","is_ca":true},{"name":"Liza Robee Ong","is_ca":true},{"name":"Morteza Zihayat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1858974345952778,"gpt":0.4134478687290329,"spread":0.2275504341337551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002550591,0.001414367,0.001180754,0.004985075,0.001059281,0.002575918,0.001552709,0.0009860398,0.001068576],"category_scores_gemma":[0.00813673,0.0004343066,0.001381502,0.003321918,0.0004578374,0.002476252,0.002572256,0.001769898,0.0007217037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008458734,"about_ca_system_score_gemma":0.001643909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01531131,"about_ca_topic_score_gemma":0.02701363,"domain_scores_codex":[0.9984739,0.0003464118,0.0001925126,0.0003769085,0.0004728316,0.0001374981],"domain_scores_gemma":[0.9960808,0.001765908,0.0004068542,0.0005374256,0.000680817,0.0005282323],"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":[0.001341599,0.00267388,0.3042582,0.001034619,0.001896962,0.001865696,0.001986563,0.07791396,0.01646633,0.04478876,0.06148589,0.4842876],"study_design_scores_gemma":[0.00004231924,0.000225858,0.03047748,0.00009166037,0.0001521626,0.0003497,0.0007914035,0.9022246,0.003020293,0.05208704,0.01046163,0.00007589106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09675928,0.001763894,0.8490018,0.004382398,0.0003557074,0.001459959,0.03125389,0.01164368,0.00337933],"genre_scores_gemma":[0.5429873,0.0006616301,0.4319927,0.0006016609,0.0002578729,0.0009791706,0.02038411,0.0001249009,0.002010697],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01531131,"threshold_uncertainty_score":0.03044438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908540240","doi":"10.1016/j.ijinfomgt.2018.11.005","title":"Applying a multi-dimensional hedonic concept of intrinsic motivation on social tagging tools: A theoretical model and empirical validation","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Dalhousie University; Ontario Tech University","funders":"","keywords":"Intrinsic motivation; Psychology; Computer science; Cognitive psychology; Social psychology","authors":[{"name":"Hesham Allam","is_ca":false},{"name":"Michael Bliemel","is_ca":true},{"name":"Louise F. Spiteri","is_ca":true},{"name":"James Blustein","is_ca":true},{"name":"Hossam Ali‐Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03848598504408201,"gpt":0.3316916599505127,"spread":0.2932056749064307,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008935172,0.0008514971,0.0005833397,0.002913218,0.001423688,0.005414806,0.001125829,0.001333522,0.005081247],"category_scores_gemma":[0.03076093,0.0004254354,0.001755509,0.002347589,0.002245236,0.004594337,0.00350582,0.001926974,0.0004524271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002190659,"about_ca_system_score_gemma":0.001849404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002404039,"about_ca_topic_score_gemma":0.002734898,"domain_scores_codex":[0.9942966,0.002681355,0.0003205168,0.0007886545,0.001609253,0.0003036086],"domain_scores_gemma":[0.964356,0.02641495,0.002789473,0.002401951,0.003224709,0.0008128376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005398751,0.004048789,0.7597855,0.0008545992,0.0007872288,0.0002503355,0.01430298,0.007805162,0.004473151,0.07392879,0.001119797,0.1321038],"study_design_scores_gemma":[0.0001465272,0.001574367,0.8486648,0.000549192,0.0005811218,0.0002775585,0.01398716,0.08034405,0.002996386,0.04659046,0.003991998,0.0002963933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558825,0.0001273122,0.02739066,0.0003441834,0.00005160514,0.0005409609,0.0001931495,0.0000341653,0.01543549],"genre_scores_gemma":[0.9903263,0.00004664409,0.008678395,0.00004026252,0.00001247018,0.0003029095,0.00009876428,0.000008263896,0.0004858804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008935172,"threshold_uncertainty_score":0.04725426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020348987","doi":"10.1016/j.ijinfomgt.2008.05.007","title":"Defining information system success in Germany","year":2009,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bishop's University","funders":"","keywords":"Multinational corporation; Subsidiary; Enterprise resource planning; Business; Success factors; Critical success factor; Knowledge management; Information system; Liberian dollar; Organizational culture; Perception; Marketing; Management; Process management; Public relations; Political science; Business administration; Computer science; Psychology; Economics; Finance","authors":[{"name":"Hafid Agourram","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00411007796930065,"gpt":0.2127552953973065,"spread":0.2086452174280058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003308098,0.0003515712,0.0002631969,0.005337375,0.001486457,0.005821513,0.0004476251,0.0008244715,0.002943896],"category_scores_gemma":[0.008463639,0.0001941387,0.0002333683,0.005626871,0.002454564,0.002606176,0.002882579,0.0008028112,0.0004548797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006230178,"about_ca_system_score_gemma":0.003834703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03486863,"about_ca_topic_score_gemma":0.02874956,"domain_scores_codex":[0.9952626,0.001105852,0.0003127612,0.0002766208,0.000769245,0.002272858],"domain_scores_gemma":[0.9910629,0.003215481,0.002104092,0.0002905476,0.001175668,0.002151246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004386397,0.0003542133,0.8054122,0.0001957512,0.0001628986,0.001067802,0.01613576,0.004652589,0.001072542,0.1142118,0.005651457,0.05064426],"study_design_scores_gemma":[0.00002283456,0.0003812124,0.9453495,0.0002329613,0.0001205186,0.0003739788,0.02307926,0.003741308,0.001929054,0.006868075,0.01781712,0.00008417498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843662,0.0003012763,0.0002742749,0.0005476626,0.0000139245,0.00001383577,0.0002346201,0.0000138959,0.0142342],"genre_scores_gemma":[0.9993705,0.0000682332,0.00005197447,0.0000195831,0.000002902666,0.000005530414,0.00008495639,0.000003328497,0.0003931301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03486863,"threshold_uncertainty_score":0.06933135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993716162","doi":"10.1016/j.ijinfomgt.2012.07.008","title":"Organizational climate and its influence on brokers’ knowledge transfer activities: A structural equation modeling","year":2012,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Knowledge management; Structural equation modeling; Organisation climate; Mediation; Bridging (networking); Knowledge transfer; Business; Organizational learning; Autonomy; Organizational structure; Action (physics); Public relations; Computer science; Sociology; Political science; Management; Economics","authors":[{"name":"Hajer Hammami","is_ca":true},{"name":"Nabil Amara","is_ca":true},{"name":"Réjean Landry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02676412986013554,"gpt":0.3035082982292091,"spread":0.2767441683690735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005588097,0.0004403021,0.000693534,0.0009440415,0.001363241,0.003212246,0.001108195,0.002158338,0.005278494],"category_scores_gemma":[0.02554426,0.0005552581,0.00100747,0.001018471,0.0009992312,0.002106827,0.002105653,0.001821213,0.0006559073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001294608,"about_ca_system_score_gemma":0.002557638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272114,"about_ca_topic_score_gemma":0.01055013,"domain_scores_codex":[0.9968983,0.001772305,0.0002036171,0.0003430133,0.0003052149,0.0004775831],"domain_scores_gemma":[0.9552779,0.0358584,0.003487127,0.001778719,0.001519064,0.002078742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001088173,0.002928837,0.9623671,0.00007189307,0.0007713005,0.00047708,0.007057293,0.01245143,0.0009986116,0.003356475,0.0005350456,0.007896749],"study_design_scores_gemma":[0.0003372441,0.00108715,0.7829635,0.0001020775,0.001075797,0.0002460915,0.008601003,0.1959481,0.001037087,0.006712287,0.001794217,0.00009560607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982985,0.0000335755,0.0005566378,0.0001963123,0.000006846944,0.00001981985,0.00003838351,0.000006403935,0.0008435188],"genre_scores_gemma":[0.9992761,0.00002230766,0.0002304325,0.00001626738,0.000006114434,0.00002466653,0.00005648478,0.000003071784,0.0003644868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01272114,"threshold_uncertainty_score":0.02955306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2006402386","doi":"10.1016/j.ijinfomgt.2014.02.001","title":"Organizational identity challenges in a post-merger context: A case study of an information system implementation project","year":2014,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Organizational identity; Sensemaking; Knowledge management; Identity (music); Information system; Context (archaeology); Organizational studies; Organizational commitment; Social identity theory; Organizational learning; Public relations; Sociology; Business; Psychology; Political science; Computer science; Social psychology; Social group","authors":[{"name":"Dragos Vieru","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02795856737832057,"gpt":0.363288204936394,"spread":0.3353296375580734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00934792,0.0005692087,0.0005788502,0.001802496,0.03255024,0.008977886,0.003100503,0.007786119,0.004226977],"category_scores_gemma":[0.02032181,0.0007657825,0.0004374687,0.002250936,0.008286726,0.005827812,0.00907589,0.006618609,0.0006784713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143799,"about_ca_system_score_gemma":0.0106465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493292,"about_ca_topic_score_gemma":0.03653217,"domain_scores_codex":[0.9891872,0.006840486,0.0002922257,0.0004756087,0.001204153,0.002000276],"domain_scores_gemma":[0.9784212,0.01042722,0.00254022,0.0008375258,0.001963123,0.005810607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003342468,0.005430061,0.04920516,0.0002115225,0.00004930686,0.02571784,0.8614085,0.0006291468,0.002204759,0.01912966,0.003449835,0.03222995],"study_design_scores_gemma":[0.00003632737,0.0004849927,0.0117785,0.00007736687,0.00001878047,0.001887125,0.9745474,0.0007569217,0.0005739696,0.001762149,0.00803555,0.00004096919],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919349,0.00005991326,0.0007032693,0.002781312,0.00002879238,0.00008635256,0.00001312679,0.00001009317,0.004382347],"genre_scores_gemma":[0.9965778,0.0001059144,0.0009105031,0.0003421917,0.00001710467,0.00006043886,0.00001982331,0.00001087052,0.001955393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03255024,"threshold_uncertainty_score":0.04943711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4296623978","doi":"10.1016/j.ijinfomgt.2022.102572","title":"Pathways to developing information technology-enabled capabilities in born-digital new ventures","year":2022,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Information technology; Business; Knowledge management; Engineering; Telecommunications; Computer science","authors":[{"name":"Arman Sadreddin","is_ca":true},{"name":"Yolande E. Chan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009908259750733723,"gpt":0.2173939066812609,"spread":0.2074856469305272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001576767,0.0001809261,0.0001029752,0.001394616,0.002567194,0.01085944,0.0005408025,0.001533951,0.0120623],"category_scores_gemma":[0.00666464,0.0002469245,0.0002677392,0.001069154,0.00249862,0.006590708,0.006024401,0.002011765,0.001152028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002608377,"about_ca_system_score_gemma":0.009570335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007006234,"about_ca_topic_score_gemma":0.01292784,"domain_scores_codex":[0.9988559,0.0004141524,0.00006166138,0.00009185354,0.0001668924,0.0004094367],"domain_scores_gemma":[0.9944254,0.001573168,0.0006436192,0.0002098167,0.0007323905,0.002415688],"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":[0.0004083345,0.0006270376,0.09891375,0.0001971175,0.00003096913,0.005079806,0.04593394,0.001416014,0.003650883,0.7679078,0.003182399,0.07265181],"study_design_scores_gemma":[0.0001185506,0.0005566223,0.09350062,0.001029733,0.00004750475,0.003695918,0.2362911,0.005129129,0.00581428,0.5346012,0.1190928,0.0001226129],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8384255,0.0007286273,0.003018432,0.005133405,0.00002766859,0.0001396108,0.0001748107,0.0000270872,0.1523248],"genre_scores_gemma":[0.9901561,0.0003643183,0.001962112,0.0001115564,0.000003323697,0.00002833515,0.0000641594,0.000007362716,0.007302714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120623,"threshold_uncertainty_score":0.04035246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291034789","doi":"10.1016/j.ijinfomgt.2022.102555","title":"Trust or mistrust in algorithmic grading? An embedded agency perspective","year":2022,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ontario Institute of Technology","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Grading (engineering); Computer science; Trustworthiness; Perspective (graphical); Agency (philosophy); Through-the-lens metering; Data science; Artificial intelligence; Sociology; Computer security; Engineering; Lens (geology)","authors":[{"name":"Stephen Jackson","is_ca":true},{"name":"Niki Panteli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045792450434932,"gpt":0.2975496748427099,"spread":0.2870917503383605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01471599,0.0004444481,0.0009529386,0.001454917,0.002675912,0.009696688,0.001737718,0.00533171,0.01022465],"category_scores_gemma":[0.0902535,0.0007069423,0.0007928506,0.00136932,0.01555464,0.01585069,0.003593936,0.005633836,0.0007564509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00354176,"about_ca_system_score_gemma":0.003339948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006033502,"about_ca_topic_score_gemma":0.003837899,"domain_scores_codex":[0.9833578,0.008626973,0.0008106526,0.00187375,0.003453902,0.001876832],"domain_scores_gemma":[0.8485693,0.0962877,0.02293268,0.01780597,0.009884472,0.004519948],"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":[0.0001345433,0.0002343395,0.01247029,0.00007136117,0.00007595277,0.0003081916,0.004056577,0.006610875,0.0003082718,0.9560079,0.001458331,0.01826351],"study_design_scores_gemma":[0.00004468438,0.00008670004,0.006550348,0.00006647422,0.00004892534,0.0001792013,0.00281085,0.02715982,0.0004336979,0.9585133,0.00405059,0.00005536334],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5229084,0.001361887,0.1578348,0.04914825,0.0002843332,0.0001452429,0.0001469771,0.0001793791,0.2679908],"genre_scores_gemma":[0.9957799,0.00008273249,0.001889322,0.000188839,0.00005151823,0.00001054122,0.000006539666,0.0000151563,0.001975559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01471599,"threshold_uncertainty_score":0.0778265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913804842","doi":"10.1016/j.ijinfomgt.2018.12.009","title":"An integrated holistic model for an eHealth system: A national implementation approach and a new cloud-based security model","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"eHealth; Cloud computing; Computer science; Knowledge management; Cloud computing security; The Internet; Health care; Process management; World Wide Web; Business","authors":[{"name":"Salah Al-Sharhan","is_ca":false},{"name":"Esraa Omran","is_ca":false},{"name":"Kamran A. Lari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08537691411215535,"gpt":0.4606256110940611,"spread":0.3752486969819058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004734881,0.0005558379,0.0005565409,0.00140147,0.002066488,0.007654207,0.002273383,0.002301841,0.003913117],"category_scores_gemma":[0.00358388,0.0004948751,0.001136809,0.001305661,0.002482729,0.009754105,0.005120451,0.002782735,0.001052333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007336827,"about_ca_system_score_gemma":0.01789255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0174831,"about_ca_topic_score_gemma":0.01875789,"domain_scores_codex":[0.9954981,0.001368423,0.0003472863,0.0005041775,0.001650217,0.0006318443],"domain_scores_gemma":[0.9970858,0.0003638185,0.0002212312,0.0004794777,0.001396027,0.00045367],"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":[0.00007888327,0.0004119893,0.005572928,0.0002226596,0.00007890757,0.0003443082,0.002646291,0.03379973,0.00540637,0.8796576,0.007100876,0.06467941],"study_design_scores_gemma":[0.000109018,0.0006477931,0.01142013,0.000953239,0.0003090154,0.0009132646,0.00944354,0.4387092,0.007030048,0.357701,0.1725399,0.0002238649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07015117,0.0003710021,0.7884462,0.0152409,0.0003104075,0.0009084245,0.000326703,0.0006364239,0.1236088],"genre_scores_gemma":[0.5518752,0.0006456179,0.4201176,0.001281068,0.00007877942,0.0007754012,0.0004613739,0.0001460636,0.02461902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0174831,"threshold_uncertainty_score":0.05323267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005701821","doi":"10.1016/j.ijinfomgt.2008.08.009","title":"Adapting Structuration Theory to understand the role of reflexivity: Problematization, clinical audit and information systems","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Liverpool; University of Cambridge; York University","keywords":"Reflexivity; Problematization; Actor–network theory; Audit; Information system; Structuration theory; Context (archaeology); Knowledge management; Sociology; Epistemology; Exploratory research; Management science; Psychology; Computer science; Business; Social science; Engineering; Accounting","authors":[{"name":"Laurence Brooks","is_ca":false},{"name":"Chris Atkinson","is_ca":false},{"name":"David Wainwright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03355414833336193,"gpt":0.3585469211603721,"spread":0.3249927728270102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02769294,0.0006684904,0.0007893404,0.003093237,0.002108856,0.008604895,0.002286666,0.002923953,0.002924246],"category_scores_gemma":[0.05327988,0.0006771471,0.001050087,0.002913153,0.01584516,0.01371947,0.004652742,0.003558496,0.0002167118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006255483,"about_ca_system_score_gemma":0.009520552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006400481,"about_ca_topic_score_gemma":0.005328067,"domain_scores_codex":[0.9776724,0.0185711,0.0007245366,0.0009615814,0.001415186,0.000655137],"domain_scores_gemma":[0.9214061,0.06723528,0.004112726,0.0036358,0.002818394,0.0007917487],"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":[0.00006858222,0.0002321505,0.01436769,0.0003767302,0.0001326789,0.0002426098,0.04642444,0.008153394,0.0003556757,0.8688726,0.0009238138,0.05984971],"study_design_scores_gemma":[0.00005701775,0.0001383744,0.005495148,0.0004139931,0.00005426913,0.0002198214,0.02387973,0.03880708,0.0006778659,0.923092,0.007104462,0.00006015547],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3420922,0.004430003,0.5584589,0.04176685,0.0002790311,0.0004673836,0.0001208757,0.0002173923,0.0521673],"genre_scores_gemma":[0.9493839,0.0004600068,0.04845756,0.0004189656,0.00003536036,0.0001679615,0.00004824089,0.00002258132,0.001005465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02769294,"threshold_uncertainty_score":0.1464559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021325281","doi":"10.1016/j.ijinfomgt.2013.12.007","title":"The role of the professional association: A grounded theory study of Electronic Medical Records usage in Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grounded theory; Association (psychology); Sociology; Psychology; Qualitative research; Social science; Psychotherapist","authors":[{"name":"Norman Shaw","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007585953336502821,"gpt":0.3209385309697781,"spread":0.3133525776332753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01165845,0.0003550344,0.0007266624,0.003995791,0.03173552,0.007697457,0.002656567,0.001339043,0.002963217],"category_scores_gemma":[0.03149647,0.000925694,0.0005143907,0.008535743,0.007011069,0.002659082,0.00390091,0.002783601,0.0001808837],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2171152,"about_ca_system_score_gemma":0.4006985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968668,"about_ca_topic_score_gemma":0.9986886,"domain_scores_codex":[0.9913824,0.002860865,0.0005614032,0.0006428591,0.002929186,0.001623418],"domain_scores_gemma":[0.9440669,0.02722276,0.004291443,0.0008953413,0.01677593,0.006747713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001476576,0.000470115,0.1812071,0.0002490353,0.00003339156,0.0003989634,0.7941232,0.0002209565,0.0003819792,0.004346483,0.002248101,0.01617306],"study_design_scores_gemma":[0.00003936337,0.0001121467,0.1699418,0.0005189342,0.0000463317,0.00005251591,0.8138217,0.001040358,0.000215829,0.0004732178,0.01368323,0.00005467774],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903212,0.0004217996,0.0003508683,0.002778273,0.00001970923,0.0002459232,0.0002658516,0.000005185997,0.005591135],"genre_scores_gemma":[0.9949797,0.0006044575,0.001100703,0.0005275919,0.000006196463,0.0001499754,0.0001457585,0.00001163587,0.002473992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7828848,"threshold_uncertainty_score":0.9080354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2539873001","doi":"10.1016/j.ijinfomgt.2016.10.001","title":"Revisiting the information audit: A systematic literature review and synthesis","year":2016,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Capability Maturity Model; Context (archaeology); Knowledge management; Maturity (psychological); Information quality; Standardization; Audit; Quality (philosophy); Information management; Quality audit; Quality management; Systematic review; Process management; Management science; Computer science; Information system; Engineering; Business; Operations management; Accounting; Political science; Management system; Epistemology","authors":[{"name":"Robert Frost","is_ca":true},{"name":"Chun Wei Choo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005192801787997195,"gpt":0.2321698112058621,"spread":0.2269770094178649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1956118,0.002697532,0.01490381,0.03896428,0.003098917,0.01008137,0.005195125,0.004740475,0.004183583],"category_scores_gemma":[0.4672388,0.003585345,0.00964292,0.02539814,0.004731305,0.01100663,0.005887839,0.004421862,0.0005628426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01923877,"about_ca_system_score_gemma":0.08170634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01272942,"about_ca_topic_score_gemma":0.05131695,"domain_scores_codex":[0.7583404,0.1071455,0.09311085,0.007967122,0.03091393,0.002522142],"domain_scores_gemma":[0.4484093,0.4079688,0.06779219,0.01459887,0.05835469,0.0028762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004146837,0.00008811901,0.002894764,0.910997,0.009447706,0.000263529,0.003508328,0.0001981409,0.0003538468,0.0006876581,0.002874141,0.06827199],"study_design_scores_gemma":[0.0004019691,0.0003182625,0.004354747,0.929096,0.0426489,0.0002503542,0.004045855,0.000197944,0.0004393539,0.001156867,0.01699037,0.0000993991],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01013544,0.9670902,0.003242434,0.005182414,0.001488289,0.01004359,0.00153814,0.00004786758,0.001231585],"genre_scores_gemma":[0.149096,0.8021984,0.02222152,0.008371898,0.0006848176,0.0153437,0.001406546,0.0000723551,0.000604875],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1956118,"threshold_uncertainty_score":0.9919538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2488916440","doi":"10.1016/j.ijinfomgt.2015.11.006","title":"The user multifaceted expertise: Divergent effects of the website versus e-commerce expertise","year":2016,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Artifact (error); Facet (psychology); Knowledge management; Process (computing); Adaptation (eye); E-commerce; Quality (philosophy); Computer science; Psychology; World Wide Web; Social psychology; Artificial intelligence","authors":[{"name":"Muhammad Aljukhadar","is_ca":false},{"name":"Sylvain Sénécal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03389299052627338,"gpt":0.341751734197601,"spread":0.3078587436713276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009146249,0.0005167045,0.001140951,0.001506082,0.0009858429,0.004449919,0.001167583,0.003068862,0.01646109],"category_scores_gemma":[0.1247495,0.0005844295,0.000983167,0.001056955,0.001936334,0.004690224,0.004381835,0.002968319,0.0008454605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007159601,"about_ca_system_score_gemma":0.001132292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563784,"about_ca_topic_score_gemma":0.003095968,"domain_scores_codex":[0.9920009,0.004555077,0.0004428601,0.001143698,0.001141291,0.000716136],"domain_scores_gemma":[0.6216511,0.3454109,0.01113192,0.005765776,0.004895521,0.01114466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03451363,0.006013018,0.8231419,0.001012321,0.001667417,0.001119233,0.03013569,0.002331839,0.0240614,0.00643873,0.0008368762,0.06872795],"study_design_scores_gemma":[0.0005357007,0.001462002,0.9797598,0.0001518668,0.0008375625,0.0004027321,0.006283897,0.003471228,0.001609304,0.004900552,0.0005124734,0.00007290683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946393,0.0002964142,0.0004852614,0.0002603685,0.00001631477,0.00002487736,0.00005643132,0.000008477597,0.004212437],"genre_scores_gemma":[0.9984896,0.00007664552,0.0003995893,0.0001002827,0.00002450949,0.00002051971,0.00004027834,0.00001906679,0.0008294845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01646109,"threshold_uncertainty_score":0.0550679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318832229","doi":"10.1016/j.ijinfomgt.2023.102628","title":"Implementation and impacts of IT Service Management in the IT function","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"IT service management; Knowledge management; Process management; Information Technology Infrastructure Library; Function (biology); Variety (cybernetics); Business; Transparency (behavior); Digital transformation; Order (exchange); Computer science; Information technology","authors":[{"name":"Don MacLean","is_ca":true},{"name":"Ryad Titah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279416415649696,"gpt":0.2727356073764011,"spread":0.2599414432199041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005083458,0.0002663077,0.0002451431,0.001395851,0.001597865,0.005294813,0.001010111,0.001621664,0.01057183],"category_scores_gemma":[0.01918294,0.000204671,0.0005929006,0.001757615,0.002334679,0.003015043,0.002260307,0.001641267,0.0009425419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009580406,"about_ca_system_score_gemma":0.01186327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03838801,"about_ca_topic_score_gemma":0.03152812,"domain_scores_codex":[0.9922929,0.003549929,0.0002572476,0.0002957267,0.00105197,0.002552175],"domain_scores_gemma":[0.9821002,0.005819413,0.003104594,0.0007206773,0.004356409,0.003898727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004947736,0.009011606,0.5470507,0.0003421089,0.0002154936,0.0008468821,0.01484935,0.009525767,0.006880147,0.1451486,0.005641809,0.2555398],"study_design_scores_gemma":[0.0002067261,0.003292449,0.9115069,0.000211771,0.0001759289,0.0001345529,0.04136299,0.01195465,0.003642808,0.009777124,0.01767591,0.00005825003],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640355,0.0001400252,0.0004937871,0.002653227,0.00002910414,0.00005407325,0.00008119865,0.00002471417,0.03248848],"genre_scores_gemma":[0.9976037,0.00004802145,0.0001473759,0.0000984427,0.00001214638,0.00001259101,0.00003428118,0.000005953342,0.002037405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03838801,"threshold_uncertainty_score":0.07632911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385541215","doi":"10.1016/j.ijinfomgt.2023.102685","title":"Exploring the impact of online social participation on loneliness in older adults: Evidence from The Canadian Longitudinal Study on Aging","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Loneliness; Psychology; Social engagement; Cognition; Successful aging; Gerontology; Affect (linguistics); Mental health; Longitudinal study; Developmental psychology; Social psychology; Sociology; Medicine","authors":[{"name":"Soheil Goodarzi","is_ca":false},{"name":"Jinglu Jiang","is_ca":false},{"name":"Milena Head","is_ca":true},{"name":"Xuecong Lu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2266666080553871,"gpt":0.461781817567244,"spread":0.2351152095118569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004147392,0.0006083495,0.001056914,0.00229532,0.004058977,0.003050129,0.001902672,0.001259914,0.003071046],"category_scores_gemma":[0.01526622,0.0005353913,0.001880334,0.005055017,0.001272998,0.002207512,0.003735557,0.002241657,0.0002563865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006022131,"about_ca_system_score_gemma":0.01258372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8691642,"about_ca_topic_score_gemma":0.9432405,"domain_scores_codex":[0.9973718,0.0006003788,0.0002613593,0.0003151399,0.0006380297,0.0008133554],"domain_scores_gemma":[0.990062,0.001764368,0.002143972,0.0004570934,0.003486307,0.002086333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002010762,0.0003289132,0.977434,0.0003600771,0.0006641205,0.00007612494,0.005976124,0.00005762269,0.00003895104,0.0002914752,0.001360754,0.01321076],"study_design_scores_gemma":[0.000009659107,0.00003367192,0.9944405,0.0001888744,0.0002080969,0.0000146558,0.004107257,0.00005524499,0.00001319743,0.00007636084,0.0008347448,0.00001778436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853564,0.005216849,0.000108029,0.001062778,0.0000972718,0.0001044301,0.003156138,0.000005102057,0.004892996],"genre_scores_gemma":[0.9928553,0.003618952,0.0002655964,0.0004404253,0.00006230454,0.0001295535,0.001636748,0.000006751207,0.0009844993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308358,"threshold_uncertainty_score":0.2632126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2967638370","doi":"10.1016/j.ijinfomgt.2019.07.013","title":"Making a space for taste: Context and discourse in the specialty coffee scene","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Popularity; Taste; Ethnography; Context (archaeology); Consumption (sociology); Advertising; Sociology; Affect (linguistics); Social practice; Order (exchange); Space (punctuation); Social media; Public relations; Marketing; Business; Psychology; Social psychology; Political science; Social science; Geography; Art; Communication; Computer science; Anthropology; World Wide Web; Performance art","authors":[{"name":"James Lannigan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01849734392988861,"gpt":0.2776815900126172,"spread":0.2591842460827286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008584414,0.0004523309,0.0005638116,0.00225288,0.02609203,0.0269921,0.001836624,0.004950111,0.007114958],"category_scores_gemma":[0.01833052,0.000457983,0.0003900087,0.003644468,0.03231013,0.01229634,0.008808361,0.006560258,0.0004254865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009148738,"about_ca_system_score_gemma":0.007373437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02971525,"about_ca_topic_score_gemma":0.03659194,"domain_scores_codex":[0.9922502,0.005558655,0.00017322,0.0004956708,0.0005946115,0.0009276861],"domain_scores_gemma":[0.987293,0.008487765,0.0009780269,0.0004551057,0.0008648665,0.001921325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008952818,0.00003061765,0.001303103,0.00007543186,0.000006470296,0.0004871314,0.8748449,0.00005867926,0.0003289087,0.1139741,0.004228392,0.004572688],"study_design_scores_gemma":[0.00001026692,0.00002186877,0.001715643,0.0001488572,0.00001068322,0.0001006954,0.8993731,0.0001350412,0.0001509059,0.01239837,0.08590536,0.00002926661],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5673338,0.002816825,0.003713335,0.07243682,0.0009423123,0.00005369349,0.000146933,0.00006571615,0.3524905],"genre_scores_gemma":[0.9942536,0.0002720836,0.0002588339,0.0008443485,0.0001224132,0.000009417455,0.00001900822,0.00004693404,0.004173351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02971525,"threshold_uncertainty_score":0.06637901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991480621","doi":"10.1016/j.ijinfomgt.2019.10.005","title":"Predicting semantic preferences in a socio-semantic system with collaborative filtering: A case study","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Collaborative filtering; Computer science; Preference; Semantics (computer science); Information retrieval; Neighbourhood (mathematics); Social network (sociolinguistics); Artificial intelligence; Data science; Natural language processing; Recommender system; World Wide Web; Social media; Mathematics","authors":[{"name":"Jean-François Chartier","is_ca":true},{"name":"Pierre Mongeau","is_ca":true},{"name":"Johanne Saint-Charles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008184783652716932,"gpt":0.263691499500754,"spread":0.2555067158480371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003334781,0.0004351195,0.0004565733,0.001410089,0.001135708,0.001449312,0.001049509,0.001914471,0.001672368],"category_scores_gemma":[0.01110818,0.0001804141,0.0004914347,0.001772593,0.0005294305,0.00275338,0.0008480832,0.000781493,0.0004839106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008819149,"about_ca_system_score_gemma":0.0008641136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01016712,"about_ca_topic_score_gemma":0.01595633,"domain_scores_codex":[0.9979949,0.001019249,0.0001130691,0.0003420167,0.0004063174,0.0001245678],"domain_scores_gemma":[0.9866275,0.01090785,0.0003578719,0.0008204174,0.0008648146,0.0004214657],"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":[0.00397215,0.008010118,0.3442385,0.0008542486,0.0006402079,0.00659665,0.009282992,0.2193858,0.02259415,0.01870005,0.01020265,0.3555224],"study_design_scores_gemma":[0.0000755308,0.0006332665,0.02730163,0.00003577413,0.0001554415,0.0006945557,0.003179806,0.9468628,0.006549116,0.009688257,0.004768934,0.00005489163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9418411,0.00009860736,0.05370244,0.0005133506,0.00002364675,0.0002043145,0.0006882016,0.0002930105,0.00263538],"genre_scores_gemma":[0.955706,0.00004509396,0.04281072,0.00004735754,0.000009322319,0.00004608358,0.0005324882,0.0000242019,0.0007787879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01016712,"threshold_uncertainty_score":0.02021587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792361684","doi":"10.1016/j.ijinfomgt.2018.03.003","title":"Where the shoe pinches: Realizing dominant problems as an organizational social media business profile evolves","year":2018,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Wilfrid Laurier University","funders":"","keywords":"Social media; Analytics; Business; Public relations; Service (business); Social media analytics; Knowledge management; Marketing; Data science; Computer science; Political science; World Wide Web","authors":[{"name":"Alexander Q.H. Chung","is_ca":true},{"name":"Pavel A. Andreev","is_ca":true},{"name":"Morad Benyoucef","is_ca":true},{"name":"Aidan Duane","is_ca":false},{"name":"Philip O’Reilly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01367773881901847,"gpt":0.2851700188402412,"spread":0.2714922800212228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00590237,0.0004337446,0.0004209874,0.00272722,0.01148169,0.02461675,0.001855881,0.00378837,0.008744854],"category_scores_gemma":[0.02716009,0.0008289487,0.0003413353,0.002158506,0.009607465,0.02937773,0.01031875,0.003800939,0.00257917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974518,"about_ca_system_score_gemma":0.004631325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007259272,"about_ca_topic_score_gemma":0.01266208,"domain_scores_codex":[0.9941071,0.00265125,0.0001603654,0.0006620895,0.001482115,0.000937062],"domain_scores_gemma":[0.9863115,0.004725176,0.001375792,0.001860027,0.002925229,0.00280227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002597419,0.0002524004,0.04758975,0.000111786,0.00003037423,0.001740459,0.5687745,0.0005059539,0.00712125,0.2353564,0.01426776,0.1239896],"study_design_scores_gemma":[0.00001646016,0.0001534559,0.0246067,0.0001936271,0.0000375427,0.0009316446,0.7539039,0.006544981,0.002319947,0.1079843,0.1031748,0.0001326298],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7700766,0.000253468,0.02649734,0.02194085,0.0002588783,0.00007888512,0.0000971222,0.0003439841,0.1804528],"genre_scores_gemma":[0.9850209,0.00007203652,0.003480543,0.0004277711,0.00002673911,0.00001723822,0.0000372008,0.0001943469,0.01072326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02461675,"threshold_uncertainty_score":0.03121507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911562562","doi":"10.1016/j.ijinfomgt.2018.12.014","title":"Applications of business intelligence and analytics in social media marketing","year":2019,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Royal Bank of Canada","funders":"","keywords":"Social media analytics; Business intelligence; Social media; Business analytics; Analytics; Social media marketing; Business; Data science; Knowledge management; Computer science; Marketing; World Wide Web; Business analysis; Business model","authors":[{"name":"Nick Hajli","is_ca":false},{"name":"Michel Laroche","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02832334663657653,"gpt":0.276821208362539,"spread":0.2484978617259625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004104431,0.000792723,0.0004142857,0.006162006,0.0007347094,0.006910194,0.0005934598,0.001005504,0.004076355],"category_scores_gemma":[0.01740197,0.0003519016,0.0004708774,0.005278502,0.001134783,0.005890032,0.001755127,0.001385254,0.0008790017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106123,"about_ca_system_score_gemma":0.001234092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001810506,"about_ca_topic_score_gemma":0.002104992,"domain_scores_codex":[0.9975147,0.001190077,0.000130868,0.0001778505,0.0008867032,0.00009972567],"domain_scores_gemma":[0.983058,0.01289845,0.0009763485,0.0008231647,0.001660932,0.0005831387],"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":[0.0002676611,0.0006788421,0.04983646,0.0008233168,0.0002680995,0.0003577934,0.00182483,0.009449705,0.003273322,0.1668714,0.01777831,0.7485703],"study_design_scores_gemma":[0.00006637996,0.0002474472,0.03515334,0.001171936,0.0002728123,0.0006768722,0.005009161,0.2285607,0.008737872,0.5901863,0.1297865,0.0001306283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2387618,0.05513324,0.3133757,0.05565696,0.002529048,0.0007236361,0.001691446,0.003564652,0.3285635],"genre_scores_gemma":[0.9171425,0.01262077,0.0629703,0.0009734865,0.001195722,0.0000854816,0.0003656378,0.000103327,0.004542726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006910194,"threshold_uncertainty_score":0.02170658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058346432","doi":"10.1016/j.ijinfomgt.2008.01.010","title":"Canadian government agencies develop e-mail management policies","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"","keywords":"Government (linguistics); Business; Public administration; Computer science; Political science; Linguistics","authors":[{"name":"Eun G. Park","is_ca":true},{"name":"Natasha Zwarich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02849666079227819,"gpt":0.3288536457435456,"spread":0.3003569849512674,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02394935,0.0006941259,0.000453555,0.008350778,0.009405216,0.01186876,0.003858801,0.004737471,0.01485697],"category_scores_gemma":[0.06682376,0.0008430922,0.0008759884,0.007992784,0.002469783,0.003988164,0.002733792,0.003483631,0.002433684],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1818996,"about_ca_system_score_gemma":0.3241726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705978,"about_ca_topic_score_gemma":0.9778252,"domain_scores_codex":[0.9804052,0.002420297,0.0006859971,0.0008384205,0.01046396,0.005186161],"domain_scores_gemma":[0.9224252,0.01521302,0.003444688,0.003757082,0.04778253,0.007377515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002041496,0.0005900227,0.0455882,0.0005367501,0.00009090403,0.0001617311,0.005417327,0.01138777,0.00194522,0.3006941,0.3904205,0.2429632],"study_design_scores_gemma":[0.0001462849,0.00008594964,0.0752933,0.0005577991,0.0001351292,0.0000339371,0.008673424,0.008691466,0.00284188,0.01210849,0.8913134,0.0001188932],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1046569,0.00335294,0.01284371,0.07337373,0.0008225132,0.002728,0.00435659,0.001969103,0.7958965],"genre_scores_gemma":[0.6812096,0.003926097,0.03840495,0.02464168,0.0005738788,0.0007927719,0.003031414,0.0003655705,0.247054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8181003,"threshold_uncertainty_score":0.9488804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405302861","doi":"10.1016/j.ijinfomgt.2024.102864","title":"Unlocking the potential of virtual endorsers: The role of brand-owned and brand-non-owned virtual endorsers in shaping brand attitude","year":2024,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"National Natural Science Foundation of China; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Business; Brand management; Brand equity; Corporate branding; Brand awareness; Advertising; Business administration; Marketing","authors":[{"name":"Lefa Teng","is_ca":false},{"name":"Hongyan Wang","is_ca":false},{"name":"Xinran Wang","is_ca":false},{"name":"Lianne Foti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006811168155410947,"gpt":0.2643540756480271,"spread":0.2575429074926162,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003571434,0.0002165666,0.0002220005,0.0006747198,0.0009538879,0.004990451,0.0004646068,0.0007769327,0.006169243],"category_scores_gemma":[0.016961,0.0002877583,0.000191447,0.0004155946,0.002874247,0.004910709,0.002010495,0.001228331,0.0003685909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004642637,"about_ca_system_score_gemma":0.0005468685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567082,"about_ca_topic_score_gemma":0.003215596,"domain_scores_codex":[0.9981043,0.001140114,0.00004911517,0.0002125286,0.0003119253,0.0001819329],"domain_scores_gemma":[0.9831733,0.01032709,0.002181931,0.001540153,0.001559634,0.001217927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001532343,0.0008913105,0.7012935,0.0002181249,0.0002938171,0.000450778,0.04171027,0.002015264,0.01721261,0.08235579,0.001119075,0.1509072],"study_design_scores_gemma":[0.0001230014,0.0008442267,0.7693795,0.0003372558,0.0004555983,0.000624976,0.07681543,0.0167311,0.00835857,0.1059971,0.02015549,0.0001776513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817485,0.0001215486,0.001570435,0.0005509985,0.00002380312,0.000006910042,0.00001749853,0.000005905085,0.01595448],"genre_scores_gemma":[0.9992736,0.00002902945,0.0002477597,0.00003411965,0.000007568488,0.000001824284,0.000004003758,0.000004033044,0.0003981672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006169243,"threshold_uncertainty_score":0.02063811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400641108","doi":"10.1016/j.ijinfomgt.2024.102823","title":"Understanding the individual labor supply and wages on digital labor platforms: A microworker perspective","year":2024,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"Centre for Applied Computing and Interactive Media, City University of Hong Kong; Social Sciences and Humanities Research Council of Canada; California State University, Dominguez Hills; California State University; City University of Hong Kong","keywords":"Perspective (graphical); Labour economics; Labor relations; Economics; Business; Computer science; Artificial intelligence","authors":[{"name":"Ling Jiang","is_ca":true},{"name":"Xuefei Deng","is_ca":false},{"name":"Christian Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02845327525453058,"gpt":0.2818350962144656,"spread":0.2533818209599351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004772,0.0002243586,0.0003082472,0.001377819,0.001122827,0.003522752,0.0006531716,0.0009060731,0.01124643],"category_scores_gemma":[0.002187819,0.0002320207,0.0002316838,0.0015093,0.001545742,0.004345546,0.001663748,0.0009779315,0.0005868708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009323179,"about_ca_system_score_gemma":0.0007346226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006225539,"about_ca_topic_score_gemma":0.009223129,"domain_scores_codex":[0.9996302,0.0001089299,0.00001229061,0.00006259225,0.00006761216,0.0001184161],"domain_scores_gemma":[0.9981895,0.00110737,0.0003356206,0.000076374,0.00009364198,0.0001975599],"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":[0.0003683102,0.001120947,0.3918138,0.0003322454,0.0001501363,0.0008657351,0.02853023,0.01329636,0.005833135,0.4078948,0.004134678,0.1456596],"study_design_scores_gemma":[0.0000275514,0.0002361942,0.4245876,0.0002631631,0.00005653919,0.000233698,0.08713803,0.01905271,0.001074086,0.4495652,0.01771522,0.00005001238],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486825,0.0007871963,0.005577433,0.005833494,0.00002437487,0.00001874834,0.0002598761,0.00001203269,0.03880427],"genre_scores_gemma":[0.9966822,0.0003546728,0.0004003107,0.000118224,0.00004163618,0.00001256149,0.0000389996,0.000004399165,0.002347024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01124643,"threshold_uncertainty_score":0.03762299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991422214","doi":"10.1016/j.ijinfomgt.2014.08.003","title":"Interruption management and office norms: Technology adoption lessons from a product commercialization study","year":2014,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Harvard University; University of Toronto; Massachusetts Institute of Technology","keywords":"Commercialization; Usability; Salience (neuroscience); Product (mathematics); Context (archaeology); Psychology; Marketing; Public relations; Business; Knowledge management; Social psychology; Political science; Computer science","authors":[{"name":"Birsen Donmez","is_ca":true},{"name":"Zannah Matson","is_ca":true},{"name":"Beth Savan","is_ca":true},{"name":"Ellie Farahani","is_ca":true},{"name":"David Photiadis","is_ca":true},{"name":"Joanna Dafoe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1364910791768875,"gpt":0.4267762617489118,"spread":0.2902851825720242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008409724,0.000243376,0.0003477016,0.001040311,0.00160258,0.002828254,0.0009810672,0.0009928908,0.002387993],"category_scores_gemma":[0.04328384,0.0002879509,0.0002492672,0.00135678,0.001634411,0.003599023,0.001277246,0.001995961,0.0001904589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450163,"about_ca_system_score_gemma":0.001760636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008424856,"about_ca_topic_score_gemma":0.01453451,"domain_scores_codex":[0.9974269,0.001451484,0.0001455848,0.0002193662,0.0005415878,0.0002150734],"domain_scores_gemma":[0.8951629,0.08866034,0.006737751,0.003018814,0.004327639,0.002092642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001360492,0.01024725,0.5848911,0.0002184256,0.0001160866,0.0008633135,0.2808345,0.0006892913,0.003029865,0.008056469,0.001199516,0.1084937],"study_design_scores_gemma":[0.0002284465,0.002651209,0.6961061,0.0001700986,0.0002063489,0.0003833651,0.2814189,0.006438273,0.002376984,0.005022792,0.004906043,0.00009134359],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973019,0.00003991347,0.0003316998,0.0001506273,0.000002787854,0.00002278074,0.00001017123,0.000002697361,0.002137413],"genre_scores_gemma":[0.9992582,0.00004296271,0.0003082837,0.00003828698,0.000004281385,0.00002054908,0.00001419786,0.000004965173,0.0003082467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008424856,"threshold_uncertainty_score":0.04447538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2134878975","doi":"10.1016/j.ijinfomgt.2010.10.003","title":"Making functional units functional: The role of rhetorical structure in use of scholarly journal articles","year":2010,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Reading (process); Computer science; Relevance (law); Set (abstract data type); Taxonomy (biology); Rhetorical question; Function (biology); Information retrieval; Linguistics; Political science","authors":[{"name":"Lei Zhang","is_ca":true},{"name":"Rick Kopak","is_ca":true},{"name":"Luanne Freund","is_ca":true},{"name":"Edie Rasmussen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03206841517204367,"gpt":0.2803225324927541,"spread":0.2482541173207104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01848722,0.0005583224,0.0005020124,0.004646395,0.00302755,0.01045167,0.002333201,0.002742686,0.004683996],"category_scores_gemma":[0.1583809,0.0008485674,0.0004649103,0.002860704,0.007284245,0.01725518,0.004502052,0.002366124,0.001085374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736159,"about_ca_system_score_gemma":0.003758614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310965,"about_ca_topic_score_gemma":0.001513582,"domain_scores_codex":[0.9808919,0.01245977,0.001119941,0.001322167,0.00331209,0.000894078],"domain_scores_gemma":[0.8105189,0.1479999,0.01597616,0.01155551,0.01025425,0.003695332],"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":[0.001617171,0.0007504344,0.07796485,0.001395023,0.0002650598,0.0009467911,0.1488609,0.003079131,0.03822656,0.3862243,0.005177625,0.3354922],"study_design_scores_gemma":[0.0003980389,0.001301106,0.1669606,0.001342702,0.0006931243,0.001131239,0.06797324,0.03190031,0.0299456,0.6531636,0.04490473,0.0002856521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8261103,0.001151019,0.06497397,0.006960547,0.0002480769,0.0001796197,0.000245564,0.0004791792,0.09965175],"genre_scores_gemma":[0.9893819,0.0001461978,0.008991879,0.0001588822,0.0001148606,0.00005710522,0.00009207525,0.0001676034,0.0008894383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9895483,"threshold_uncertainty_score":0.09777093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403415637","doi":"10.1016/j.ijinfomgt.2024.102851","title":"Using the influence of human-as-machine representation for self-improvement products","year":2024,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Color perception and design","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Natural Science Foundation of China; Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Representation (politics); Human–machine system; Computer science; Artificial intelligence; Manufacturing engineering; Engineering; Political science","authors":[{"name":"Michelle H. Teng","is_ca":true},{"name":"Wei Song","is_ca":false},{"name":"Tianjiao Liu","is_ca":false},{"name":"Jiaying Dong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04272023973809495,"gpt":0.4053372321206001,"spread":0.3626169923825051,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208293,0.0004629953,0.0003189934,0.0006089677,0.0003402905,0.002695448,0.0003780734,0.0005660119,0.004829735],"category_scores_gemma":[0.01088688,0.0002075618,0.0004403982,0.0003893614,0.00071667,0.003166443,0.0007915568,0.0006635902,0.0004123535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007961702,"about_ca_system_score_gemma":0.0005079473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001952591,"about_ca_topic_score_gemma":0.001423514,"domain_scores_codex":[0.9984754,0.0009039275,0.00004377459,0.0002333742,0.0002664145,0.00007718649],"domain_scores_gemma":[0.995268,0.002802128,0.0003659476,0.0008961222,0.0005404712,0.0001273096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00256996,0.001303602,0.01888861,0.0004897998,0.000375703,0.0002889094,0.002554091,0.1455583,0.1182771,0.08611977,0.00332317,0.620251],"study_design_scores_gemma":[0.00007761957,0.00091661,0.01306688,0.00005717187,0.0002149915,0.000148982,0.0004618881,0.9147915,0.03912115,0.02334598,0.007723936,0.00007325013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4800377,0.0004764584,0.4777297,0.0008635021,0.000247619,0.0001781658,0.00009927693,0.001412684,0.03895494],"genre_scores_gemma":[0.9651388,0.00006104655,0.03334236,0.00004176761,0.00001699112,0.00002203225,0.00002164556,0.00006317761,0.001292195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829735,"threshold_uncertainty_score":0.01615709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410909141","doi":"10.1016/j.ijinfomgt.2025.102929","title":"Mobile app localization-based advertising: Effects of spatial and social-cultural distances on consumer behavior","year":2025,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University; Royal Bank of Canada; Bishop's University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Advertising; Mobile apps; Computer science; Sociology; Business; World Wide Web","authors":[{"name":"Hamid Shirdastian","is_ca":true},{"name":"Boris Bartikowski","is_ca":false},{"name":"Michel Laroche","is_ca":true},{"name":"Marie-Odile Richard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006375452339583045,"gpt":0.2594747677676993,"spread":0.2530993154281163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002457521,0.000363532,0.0002676517,0.0005571505,0.0007077684,0.002354525,0.0003440211,0.0005994245,0.003072817],"category_scores_gemma":[0.01226932,0.0002439898,0.0005853687,0.0004580017,0.00145957,0.001222952,0.001342715,0.0008226093,0.0003212509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008400168,"about_ca_system_score_gemma":0.0005389723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003815976,"about_ca_topic_score_gemma":0.005292408,"domain_scores_codex":[0.9970117,0.001874523,0.0001141668,0.0003708042,0.000465641,0.0001630924],"domain_scores_gemma":[0.9795176,0.01390048,0.003691237,0.0009484509,0.001093325,0.0008489414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002061884,0.002948167,0.881608,0.0006109943,0.0004862703,0.0005669648,0.03962883,0.0009298958,0.01366002,0.002486616,0.0004107688,0.05460147],"study_design_scores_gemma":[0.00005341197,0.001580024,0.9677638,0.00008046973,0.0003128081,0.0001991343,0.02257021,0.001709113,0.002996264,0.0008214612,0.001849322,0.00006400628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996497,0.00009885553,0.0002886029,0.00009264149,0.000004113889,0.00002147837,0.0000120659,0.00000510631,0.002980114],"genre_scores_gemma":[0.9991292,0.00006263538,0.0003835587,0.00004755578,0.000004559665,0.00001791878,0.0000123147,0.000003303069,0.0003389553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003815976,"threshold_uncertainty_score":0.01299673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387591060","doi":"10.1016/j.ijinfomgt.2023.102714","title":"Resource-seeking and media choice process: A case of irrational decision making","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Closeness; Resource (disambiguation); Context (archaeology); Social psychology; Selection (genetic algorithm); Irrationality; Communication source; Embarrassment; Psychology; Computer science; Knowledge management","authors":[{"name":"Mahdi Roghanizad","is_ca":true},{"name":"Ozgur Turetken","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01643334357023352,"gpt":0.3423787914238265,"spread":0.325945447853593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01051294,0.0004798929,0.0007730714,0.001755284,0.005620479,0.007666067,0.001867529,0.006558981,0.007583985],"category_scores_gemma":[0.03481507,0.0005187475,0.001073274,0.001791712,0.01223537,0.004934964,0.0036637,0.004511456,0.0004990039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002867821,"about_ca_system_score_gemma":0.003328932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01011408,"about_ca_topic_score_gemma":0.005074223,"domain_scores_codex":[0.9935801,0.003690531,0.0002426144,0.000470395,0.0009667231,0.001049716],"domain_scores_gemma":[0.9643826,0.02890944,0.001502244,0.002281912,0.0009844217,0.001939356],"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":[0.0005716656,0.0006173856,0.01110499,0.00006798794,0.00005144318,0.01058697,0.03536467,0.01203601,0.001354445,0.918548,0.001342871,0.008353628],"study_design_scores_gemma":[0.0003448958,0.0001820976,0.004711851,0.00007624071,0.00006296739,0.003571872,0.03749832,0.1543201,0.001464508,0.7869508,0.0106705,0.0001459118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8653279,0.0001320478,0.03470248,0.01121097,0.00006834666,0.0002136959,0.00009388727,0.00009578378,0.08815483],"genre_scores_gemma":[0.9923108,0.00003173884,0.005355826,0.0001405895,0.00001144956,0.00005226866,0.00001230159,0.00001454233,0.002070459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051294,"threshold_uncertainty_score":0.05559844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116654822","doi":"10.1016/j.ijinfomgt.2025.103020","title":"The impact of creativity on the attitude toward and intention to adopt metaverse social media among youth in developing countries","year":2025,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Creativity; Metaverse; Social media; Context (archaeology); Structural equation modeling; Transformative learning; The Internet; Quality (philosophy)","authors":[{"name":"Jean Robert Kala Kamdjoug","is_ca":false},{"name":"Serge-Lopez Wamba-Taguimdje","is_ca":false},{"name":"Philippe Jefferson Guessele","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03037222908604418,"gpt":0.3185046436200143,"spread":0.2881324145339701,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641699,0.0002961536,0.0002535308,0.001130546,0.001156469,0.002589685,0.0003976137,0.0007717359,0.003513483],"category_scores_gemma":[0.005744217,0.0003426714,0.0006973077,0.0009247644,0.0009024006,0.0006466093,0.001179839,0.001644334,0.0003349945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008146073,"about_ca_system_score_gemma":0.001530627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593174,"about_ca_topic_score_gemma":0.02299636,"domain_scores_codex":[0.9990956,0.0002748436,0.00009293039,0.00007715464,0.0001570379,0.0003024306],"domain_scores_gemma":[0.9920752,0.002522026,0.002406923,0.0002589823,0.000708026,0.002028764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006099389,0.0002724559,0.9917505,0.00001495952,0.00002838379,0.0001601837,0.004727629,0.00003044512,0.0001122119,0.000127,0.00006766594,0.002647532],"study_design_scores_gemma":[0.000006461215,0.000135656,0.9821208,0.00003267156,0.00003548816,0.0001011986,0.01699001,0.0001342812,0.00009417125,0.00007017594,0.000271876,0.0000072024],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990707,0.00004902596,0.00000949139,0.00006666627,0.000003773668,0.000004145802,0.0000216903,5.972581e-7,0.000773844],"genre_scores_gemma":[0.9995443,0.0000510213,0.00002398416,0.0000208046,0.000002862468,0.000003984914,0.00002142378,7.195856e-7,0.000330844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01593174,"threshold_uncertainty_score":0.03167802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7116887083","doi":"10.1016/j.ijinfomgt.2025.103024","title":"Generative AI in academic research activities: The hidden side of self-detrimental consumption","year":2025,"lang":"en","type":"article","venue":"International Journal of Information Management","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Netnography; Generative grammar; Consumption (sociology); Key (lock); Qualitative research; Perspective (graphical)","authors":[{"name":"Mai Thanh Nguyen","is_ca":false},{"name":"Yunen Zhang","is_ca":false},{"name":"Russell Belk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1549062330365365,"gpt":0.5136134329892736,"spread":0.3587071999527371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01048284,0.0003410569,0.0004507723,0.001926923,0.002559531,0.007445557,0.001897626,0.002600108,0.006171187],"category_scores_gemma":[0.03336906,0.0007120174,0.0004516653,0.001944348,0.01646558,0.008520407,0.005404108,0.003161561,0.000976208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002242467,"about_ca_system_score_gemma":0.002935511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001843613,"about_ca_topic_score_gemma":0.002741849,"domain_scores_codex":[0.9931248,0.004382843,0.0001899973,0.0006312982,0.001300361,0.0003706924],"domain_scores_gemma":[0.9586174,0.02668685,0.001750043,0.009125155,0.002184589,0.001635963],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007284051,0.000138846,0.01075799,0.000189132,0.00005782063,0.0002128315,0.01983135,0.00263203,0.001320259,0.9092171,0.003063198,0.05250659],"study_design_scores_gemma":[0.00002824325,0.00002962903,0.003228406,0.0001214257,0.0000340939,0.0002092214,0.004182392,0.008854399,0.0009166452,0.9610737,0.02129564,0.00002619435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2496611,0.00356919,0.281036,0.04548164,0.0004372936,0.0001338342,0.0001438854,0.0008060737,0.4187309],"genre_scores_gemma":[0.9809801,0.0003905708,0.01121897,0.0009056753,0.00009521984,0.00004093461,0.0000421185,0.0001876529,0.006138895],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9895172,"threshold_uncertainty_score":0.05543923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}