{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"fc3ca0520e36","filters":{"venue":"International Journal of Technology and Human Interaction"}},"results":[{"id":"W1992435575","doi":"10.4018/jthi.2009092303","title":"A Framework for Integrating the Social Web Environment in Pattern Engineering","year":2009,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Social web; Social Semantic Web; Web engineering; Computer science; Web modeling; Semantic Web; World Wide Web; Web standards; Web application; Process (computing); Data science; Web intelligence; Web service; Social media","authors":[{"name":"Pankaj Kamthan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008542962866305234,"gpt":0.2823006570254127,"spread":0.2737576941591074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01082602,0.001700932,0.001225778,0.007498264,0.003336929,0.00994058,0.00445031,0.003440431,0.005616635],"category_scores_gemma":[0.01072394,0.001454822,0.003206277,0.005580447,0.01630385,0.01267409,0.007510947,0.004759647,0.001608753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003171214,"about_ca_system_score_gemma":0.004629022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004742964,"about_ca_topic_score_gemma":0.005281537,"domain_scores_codex":[0.9929242,0.004122688,0.0006985057,0.0007093879,0.001264371,0.0002808702],"domain_scores_gemma":[0.9923506,0.003968997,0.0005414248,0.001848439,0.0007275647,0.0005629578],"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":[0.000003954692,0.00001728987,0.0001130659,0.0000853044,0.00001435269,0.000160475,0.0007370238,0.002476344,0.0002180707,0.9846817,0.0007432317,0.01074922],"study_design_scores_gemma":[0.0000136643,0.00002233916,0.00008346805,0.0001583494,0.0000135263,0.0002427603,0.0005009708,0.01633369,0.0002679599,0.9150509,0.0672881,0.00002436822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0007947902,0.0003858115,0.9888194,0.001967191,0.00009782903,0.0001287836,0.00004311509,0.0002710242,0.007492105],"genre_scores_gemma":[0.02759739,0.0007355891,0.9674911,0.0003249864,0.0001347995,0.0005242836,0.0001333123,0.0001026832,0.002955707],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01082602,"threshold_uncertainty_score":0.05725414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975577095","doi":"10.4018/jthi.2007040102","title":"Collaboration Challenges in Community Telecommunication Networks","year":2007,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Context (archaeology); Appropriation; Knowledge management; Process (computing); Computer science; Sustainability; Telecommunications; Process management; Business","authors":[{"name":"Sylvie Albert","is_ca":true},{"name":"Rolland LeBrasseur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04230421553039487,"gpt":0.320883155282421,"spread":0.2785789397520261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009784694,0.0004869597,0.0009070811,0.001902853,0.01181617,0.01195288,0.00235287,0.006173034,0.00656387],"category_scores_gemma":[0.02633619,0.000522659,0.0006662221,0.002961804,0.007365996,0.01844631,0.01284416,0.002473072,0.0007269069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004481987,"about_ca_system_score_gemma":0.005587993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003208346,"about_ca_topic_score_gemma":0.002284149,"domain_scores_codex":[0.9839183,0.009318615,0.0005298684,0.001366563,0.003133678,0.001732884],"domain_scores_gemma":[0.9700586,0.02148794,0.00244934,0.001083282,0.002265239,0.00265558],"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":[0.00008184695,0.00007010963,0.002187928,0.0004908887,0.00003949903,0.001623274,0.0149284,0.01264242,0.0003642525,0.9203882,0.007607568,0.03957564],"study_design_scores_gemma":[0.00004869392,0.00007004258,0.0008698103,0.0003376193,0.00001693286,0.001334149,0.02839814,0.01813266,0.0003386175,0.795585,0.1548131,0.00005531105],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3302587,0.01796042,0.2012561,0.07776591,0.001453668,0.0006005848,0.0002838401,0.0002666108,0.3701542],"genre_scores_gemma":[0.9638512,0.004253597,0.01830996,0.0009799276,0.0004966927,0.0005321467,0.0001126578,0.00005036786,0.01141345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01195288,"threshold_uncertainty_score":0.05174702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4226289476","doi":"10.4018/ijthi.299076","title":"The Impact of Information and Communication Technology Factors on the User Intention to Participate in the Sharing Economy","year":2022,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Sharing economy; Usability; Structural equation modeling; Information and Communications Technology; Business; Quality (philosophy); Work (physics); Information sharing; Perspective (graphical); Knowledge management; Marketing; Psychology; Computer science; Engineering; Human–computer interaction; World Wide Web","authors":[{"name":"Pinghao Ye","is_ca":false},{"name":"Liqiong Liu","is_ca":false},{"name":"Joseph Tan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03057612130381198,"gpt":0.298771333575909,"spread":0.268195212272097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001943258,0.0001906278,0.0001813697,0.0005483982,0.0003853618,0.001486681,0.0001678743,0.0004209338,0.004124683],"category_scores_gemma":[0.01095939,0.0001241369,0.0004770192,0.0004251463,0.000542125,0.0007155325,0.0005506124,0.0005341509,0.0003163546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000339059,"about_ca_system_score_gemma":0.000625781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001934784,"about_ca_topic_score_gemma":0.002136536,"domain_scores_codex":[0.9983501,0.0007895418,0.0001575287,0.00009115828,0.000398671,0.0002128918],"domain_scores_gemma":[0.9803263,0.01306499,0.002987907,0.0007981031,0.00153821,0.001284549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002554484,0.0007496732,0.9741563,0.00007302957,0.000101239,0.0001943066,0.004627323,0.0004347322,0.002087912,0.0005519465,0.00009379149,0.01667416],"study_design_scores_gemma":[0.000007695977,0.0005199887,0.9890426,0.00002566902,0.0000724811,0.0001343148,0.006331221,0.002197844,0.0009063555,0.0002381957,0.0005043296,0.00001935435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982633,0.00002170098,0.0001887528,0.0000424964,0.000001554477,0.00001070226,0.00001115171,0.000002902966,0.001457464],"genre_scores_gemma":[0.9996583,0.00001709196,0.0001122593,0.00000773108,0.000001129129,0.000005419413,0.00001061988,0.00000101407,0.0001864765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004124683,"threshold_uncertainty_score":0.01379842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788505591","doi":"10.4018/ijthi.2018070104","title":"The Resilience of Pre-Merger Fields of Practice During Post-Merger Information Systems Development","year":2018,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal; Université TÉLUQ","funders":"","keywords":"Status quo; Knowledge management; Context (archaeology); Perspective (graphical); Business; Resilience (materials science); Process management; Computer science; Political science","authors":[{"name":"Dragos Vieru","is_ca":true},{"name":"Suzanne Rivard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008565899789534556,"gpt":0.3504535720682351,"spread":0.3418876722787005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01918037,0.0003673878,0.0004672376,0.003590858,0.008326713,0.00868115,0.001800701,0.002094529,0.00210936],"category_scores_gemma":[0.0497251,0.0006016498,0.0004045868,0.002070677,0.01616421,0.006857238,0.01395708,0.002336489,0.0002777173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007388532,"about_ca_system_score_gemma":0.007070086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005817582,"about_ca_topic_score_gemma":0.006178893,"domain_scores_codex":[0.9727174,0.01753332,0.0008976294,0.001954609,0.003234853,0.003662207],"domain_scores_gemma":[0.9375504,0.04080444,0.008181262,0.004163816,0.003748805,0.005551148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001528975,0.0002367057,0.06653295,0.0001148591,0.00005253773,0.001238811,0.8663314,0.0006860523,0.001847497,0.02283548,0.0004491427,0.03952163],"study_design_scores_gemma":[0.00002499012,0.0002882325,0.07327349,0.0002181015,0.00002528137,0.0005301164,0.8893208,0.001625067,0.0008270523,0.01562887,0.01817509,0.00006295795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801501,0.0002719714,0.005667546,0.002467182,0.00002101006,0.00006960207,0.00001687681,0.00002510037,0.01131049],"genre_scores_gemma":[0.9987883,0.00005632066,0.0006587084,0.00005128266,0.000004265331,0.00002445624,0.000007653239,0.000003855884,0.0004050773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01918037,"threshold_uncertainty_score":0.1014367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385987671","doi":"10.4018/ijthi.328578","title":"The Virtual Community of Practice Facilitation Model","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"NOSM University; University of Ottawa","funders":"","keywords":"Asynchronous communication; Medical education; Asynchronous learning; Computer science; Facilitation; Knowledge management; Psychology; Medicine; Pedagogy; Teaching method; Cooperative learning; Synchronous learning","authors":[{"name":"Hugh Kellam","is_ca":true},{"name":"Clare Cook","is_ca":true},{"name":"Deborah L. Smith","is_ca":true},{"name":"Pam Haight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05477129638515116,"gpt":0.5080109828571325,"spread":0.4532396864719814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004728032,0.0005294719,0.0003356203,0.001430004,0.002520673,0.003273081,0.00248776,0.00162629,0.008947832],"category_scores_gemma":[0.00998135,0.0003602961,0.0004984912,0.0009179439,0.003946578,0.003880279,0.005925724,0.0009075566,0.001828093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168632,"about_ca_system_score_gemma":0.007224787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002297299,"about_ca_topic_score_gemma":0.004037752,"domain_scores_codex":[0.9908279,0.006286629,0.0001745984,0.0006957917,0.001346972,0.000668132],"domain_scores_gemma":[0.9918711,0.003792385,0.0007006034,0.0009210593,0.0006096423,0.00210523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001029742,0.005227813,0.01561891,0.002729055,0.000114552,0.003137126,0.05091744,0.0152574,0.008020185,0.3810288,0.01766809,0.4992508],"study_design_scores_gemma":[0.002400235,0.006431365,0.01061503,0.002557963,0.0001305288,0.006080834,0.03127492,0.06160181,0.004062934,0.2856278,0.5888864,0.0003301799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2763123,0.002155378,0.3197803,0.009260871,0.0009275,0.005277246,0.0001993231,0.001229714,0.3848574],"genre_scores_gemma":[0.8799473,0.0006174176,0.0977644,0.0005697809,0.0001349724,0.003229281,0.00007492561,0.00005187175,0.01761007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008947832,"threshold_uncertainty_score":0.02993345,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530216543","doi":"10.4018/ijthi.2017010106","title":"Quality and Acceptance of Crowdsourced Translation of Web Content","year":2016,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Crowdsourcing; Quality (philosophy); Computer science; Machine translation; World Wide Web; Test (biology); Content (measure theory); Data science; Knowledge management; Natural language processing","authors":[{"name":"Ajax Persaud","is_ca":true},{"name":"Steven O'Brien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0640364429089476,"gpt":0.3551888073747328,"spread":0.2911523644657852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03943785,0.0003702115,0.0005879009,0.002095079,0.001478512,0.005015845,0.0009063485,0.001394718,0.0046301],"category_scores_gemma":[0.1937885,0.0002720934,0.0006555136,0.001335516,0.00281881,0.002243775,0.002776593,0.001395987,0.001604471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002517517,"about_ca_system_score_gemma":0.001751646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008777508,"about_ca_topic_score_gemma":0.004521488,"domain_scores_codex":[0.963523,0.01935155,0.001568158,0.002095407,0.01259972,0.000862129],"domain_scores_gemma":[0.7520856,0.1577109,0.02015047,0.01711028,0.04748861,0.005454286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005506278,0.001817349,0.3822178,0.001756783,0.0005889058,0.002455674,0.2520691,0.004690166,0.01267033,0.00568142,0.01317722,0.317369],"study_design_scores_gemma":[0.0006531763,0.004256764,0.7624993,0.001573865,0.000379512,0.00154981,0.1361951,0.02197118,0.009737708,0.01109825,0.04956127,0.0005240857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662774,0.0004138936,0.002703376,0.001491842,0.0001490062,0.0002495171,0.0001947965,0.0001085648,0.02841159],"genre_scores_gemma":[0.9962883,0.0001148848,0.0009742292,0.0001567251,0.00003271849,0.00007497132,0.000092783,0.00004355612,0.002221884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03943785,"threshold_uncertainty_score":0.2085698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050765685","doi":"10.4018/jthi.2012040101","title":"An Empirical Investigation of External Factors Influencing Mobile Technology Use in Canada","year":2012,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Phone; Sample (material); Business; Mobile phone; Empirical research; Process (computing); Perception; Marketing; Knowledge management; Internet privacy; Psychology; Computer science; Telecommunications","authors":[{"name":"Bangaly Kaba","is_ca":false},{"name":"Kweku-Muata Osei-Bryson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09259995398559114,"gpt":0.4135113537562741,"spread":0.320911399770683,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001327266,0.0002459053,0.0003586923,0.001350193,0.005027834,0.002054622,0.0006764396,0.0003310718,0.002262253],"category_scores_gemma":[0.006009221,0.0002354952,0.0002666456,0.004645827,0.001306161,0.0005340872,0.001218281,0.0006136605,0.0001509702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02982003,"about_ca_system_score_gemma":0.04788018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921693,"about_ca_topic_score_gemma":0.9955439,"domain_scores_codex":[0.9987876,0.000212723,0.00007558147,0.0001288399,0.0004384166,0.0003568659],"domain_scores_gemma":[0.9938641,0.001626064,0.000673833,0.000127612,0.002918073,0.0007903476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154589,0.0001691722,0.939602,0.0001352872,0.00002740239,0.0004806366,0.03435539,0.0002665667,0.001021499,0.001239594,0.000862059,0.02172501],"study_design_scores_gemma":[0.000007774402,0.00006394101,0.9528983,0.00007282083,0.00001908597,0.00005868994,0.04250195,0.0006827891,0.0002753043,0.00004189756,0.003356981,0.00002043221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996164,0.0001044518,0.00008179837,0.000141315,0.000002036852,0.00004135697,0.0002714162,0.000002498627,0.003191246],"genre_scores_gemma":[0.9977112,0.0002640266,0.0002115408,0.00005181059,0.000001514007,0.00002060343,0.0001872575,0.00000273301,0.001549304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02982003,"threshold_uncertainty_score":0.2163605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044213786","doi":"10.4018/jthi.2010100102","title":"Moderating Effect of Team Distributedness on Organizational Dimensions for Innovation Project Success","year":2010,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Polytechnique Montréal","funders":"","keywords":"Knowledge management; Affect (linguistics); Moderation; Business; Dimension (graph theory); Perspective (graphical); Task (project management); Team effectiveness; New product development; Workforce; Psychology; Marketing; Computer science; Management; Social psychology","authors":[{"name":"Mario Bourgault","is_ca":true},{"name":"Nathalie Drouin","is_ca":true},{"name":"Hélène Sicotte","is_ca":true},{"name":"Jaouad Daoudi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01207634599684649,"gpt":0.365481958753333,"spread":0.3534056127564865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01157288,0.0004342191,0.0004907245,0.0009614928,0.001230064,0.001815698,0.0005366448,0.0005643123,0.004149186],"category_scores_gemma":[0.06067799,0.0003019304,0.0003652915,0.0005791415,0.001460557,0.001417996,0.003762513,0.001417962,0.0001598924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008131217,"about_ca_system_score_gemma":0.001518817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829024,"about_ca_topic_score_gemma":0.002282185,"domain_scores_codex":[0.9864334,0.008938927,0.0007167784,0.001498735,0.001531939,0.0008802533],"domain_scores_gemma":[0.8442948,0.1161945,0.01682802,0.008857897,0.004549813,0.009275043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009839784,0.0007388099,0.9434104,0.0001086072,0.0004746142,0.0003201994,0.0131877,0.0007755602,0.005293016,0.002173866,0.0002078498,0.03232549],"study_design_scores_gemma":[0.00005923911,0.0006171173,0.98954,0.00004880094,0.0001837977,0.000193019,0.004203391,0.001123198,0.001527005,0.001594504,0.0008901291,0.00001973817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968388,0.0001006346,0.001168322,0.0001485227,0.00001092949,0.00002705935,0.00002675096,0.000006689583,0.001672227],"genre_scores_gemma":[0.9991968,0.00001904258,0.0005533969,0.00001723299,0.000007506878,0.00002075281,0.00001455259,0.000004751016,0.0001659491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157288,"threshold_uncertainty_score":0.06120396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765597043","doi":"10.4018/ijthi.2018010106","title":"Universality of Egoless Behavior of Software Engineering Students","year":2017,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Universality (dynamical systems); Coding (social sciences); Software; Psychology; Computer science; Social psychology; Knowledge management; Software engineering; Engineering; Sociology; Social science","authors":[{"name":"Pradeep Waychal","is_ca":false},{"name":"Luiz Fernando Capretz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01756894716772012,"gpt":0.3431759491648648,"spread":0.3256070019971447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001332536,0.0001898253,0.0002639168,0.001615953,0.001097249,0.001675275,0.0003318318,0.0003679963,0.001412192],"category_scores_gemma":[0.006123527,0.0002585124,0.000244892,0.0004687019,0.001692834,0.0007024676,0.001642854,0.0008178249,0.0002107028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005694089,"about_ca_system_score_gemma":0.0006663053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003580061,"about_ca_topic_score_gemma":0.00369789,"domain_scores_codex":[0.9988624,0.0002978896,0.0001015529,0.0001627979,0.0003111092,0.0002642677],"domain_scores_gemma":[0.9914446,0.00129524,0.003025803,0.0008752575,0.001493488,0.00186569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009446238,0.0003395582,0.9636244,0.00001852779,0.0000245019,0.0001439215,0.02255495,0.00005933354,0.00314914,0.0004806904,0.0001252934,0.009385088],"study_design_scores_gemma":[0.000005843329,0.0004347598,0.9765195,0.00002149867,0.00001817913,0.0002940484,0.01859366,0.0003600829,0.001967559,0.0004562318,0.001298995,0.00002966075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996024,0.000008591756,0.00005450662,0.00001733103,0.000001036275,0.00000365211,0.000004409455,0.000002231149,0.0003059351],"genre_scores_gemma":[0.9996905,0.000009373,0.00003418067,0.00001106702,5.621799e-7,0.000002265563,0.000009543802,0.00000140733,0.0002410751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003580061,"threshold_uncertainty_score":0.007118464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385622986","doi":"10.4018/ijthi.327789","title":"Behaviour and Bot Analysis on Online Social Networks","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"National Institute for Materials Science; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Exploit; Mainstream; Internet privacy; Multitude; Computer science; Social media; World Wide Web; The Internet; Social network (sociolinguistics); Computer security; Political science","authors":[{"name":"Sanaz Adel Alipour","is_ca":true},{"name":"Rita Orji","is_ca":true},{"name":"A. Nur Zincir‐Heywood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0185790172281557,"gpt":0.3266330711605372,"spread":0.3080540539323816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009849506,0.0002890892,0.0003204437,0.003246252,0.0004904995,0.0005337063,0.0002908042,0.0003670781,0.001066827],"category_scores_gemma":[0.005250138,0.000141794,0.0002901703,0.001546894,0.0004227635,0.0009632793,0.0004572346,0.0003251226,0.0004623809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006243932,"about_ca_system_score_gemma":0.0002740316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007665073,"about_ca_topic_score_gemma":0.007224944,"domain_scores_codex":[0.9990278,0.0003826762,0.00004905506,0.0001738955,0.0002529461,0.0001135186],"domain_scores_gemma":[0.9957929,0.001934554,0.0009784593,0.0004756611,0.0005547225,0.0002636821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006004229,0.0007477131,0.8389423,0.000317144,0.0002223305,0.0009143525,0.003827795,0.03005866,0.01735594,0.004542997,0.003322738,0.09914768],"study_design_scores_gemma":[0.00001312747,0.0004130793,0.5420774,0.00004652893,0.00004416734,0.0008776294,0.00207908,0.4447051,0.00421542,0.002687889,0.002796996,0.00004364033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930589,0.00007017847,0.004084119,0.0000656453,0.000006267023,0.00006464052,0.0004940053,0.000158874,0.00199728],"genre_scores_gemma":[0.99597,0.00004450058,0.002605793,0.00001475457,0.000005830984,0.00003739335,0.0004575634,0.00001211582,0.0008521431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007665073,"threshold_uncertainty_score":0.01524091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091149700","doi":"10.4018/jthi.2009010101","title":"The Case for Open Access Networks","year":2009,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Net neutrality; Context (archaeology); The Internet; Incentive; Open standard; Business; Work (physics); Internet access; Principal (computer security); Telecommunications; Internet privacy; Computer science; Computer security; World Wide Web; Economics; Interoperability; Engineering","authors":[{"name":"Don Flournoy","is_ca":false},{"name":"Rolland LeBrasseur","is_ca":true},{"name":"Sylvie Albert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02762487974493251,"gpt":0.3883644389187828,"spread":0.3607395591738503,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02273632,0.0006588334,0.0007244097,0.001533403,0.009569626,0.02160448,0.002345603,0.02112947,0.01777211],"category_scores_gemma":[0.0455971,0.0005869153,0.0009056579,0.001368953,0.03807391,0.05079266,0.01672252,0.02121493,0.003087914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00632524,"about_ca_system_score_gemma":0.007596776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661455,"about_ca_topic_score_gemma":0.002638696,"domain_scores_codex":[0.9766802,0.009861188,0.0005487989,0.003079779,0.006632787,0.003197258],"domain_scores_gemma":[0.9658583,0.02000678,0.001892631,0.00494039,0.003360864,0.003940934],"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":[0.000003909963,0.000004847182,0.00005430298,0.00001414663,0.000001711169,0.00004914398,0.000390347,0.00007258583,0.00002365799,0.9919058,0.005513276,0.001966173],"study_design_scores_gemma":[0.000009768797,0.00001110242,0.0001181182,0.0001856006,0.000003586163,0.000152244,0.001156713,0.0003352655,0.00007195325,0.7462181,0.2517224,0.00001517395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007794117,0.007662834,0.02362337,0.4353369,0.002971434,0.00006811709,0.00007408701,0.000111496,0.5223576],"genre_scores_gemma":[0.7395825,0.01354336,0.01352581,0.1002893,0.01004968,0.0008398507,0.0001135761,0.0003622624,0.1216936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02273632,"threshold_uncertainty_score":0.1202426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385690690","doi":"10.4018/ijthi.327949","title":"The Impact of Twitter Users' Characteristics on Behaviors","year":2023,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of North Carolina at Greensboro; Hospital for Sick Children; University of Toronto; University of Alabama; Northern Kentucky University; University of Delhi; University of Cincinnati; North Carolina State University; North Dakota State University; Wayne State University; University of Minnesota","keywords":"Followership; Psychology; Power (physics); Structural equation modeling; Social psychology; Social capital; Computer science; Knowledge management; Sociology","authors":[{"name":"Vishal Uppala","is_ca":false},{"name":"Prashant Palvia","is_ca":false},{"name":"Kalyani Ankem","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03468079346216416,"gpt":0.4245157885107004,"spread":0.3898349950485362,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001002084,0.0002019878,0.0002007885,0.0007683087,0.0004762586,0.001258637,0.0001963795,0.0003402683,0.00273162],"category_scores_gemma":[0.01306962,0.0001208118,0.0002821029,0.0008577842,0.0003149069,0.001130578,0.0006721203,0.0004452689,0.0005516062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003225395,"about_ca_system_score_gemma":0.0002828958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452444,"about_ca_topic_score_gemma":0.004776143,"domain_scores_codex":[0.9989368,0.0004854767,0.0001095681,0.0001247258,0.0002092728,0.0001341496],"domain_scores_gemma":[0.9834018,0.01109756,0.002626352,0.0007652588,0.001039142,0.001069946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898587,0.00007429664,0.9880091,0.00002255269,0.00003845475,0.0000815705,0.002045981,0.0001250846,0.000748995,0.0000946767,0.0001551541,0.008414382],"study_design_scores_gemma":[0.000002192999,0.0000768066,0.9958016,0.000005793684,0.00001610359,0.00005735031,0.002541766,0.0006936616,0.000315369,0.00006626728,0.0004152304,0.000007739154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998152,0.00003380933,0.0001526844,0.0000578187,0.0000049243,0.000009466425,0.0001625664,0.000008497026,0.001418339],"genre_scores_gemma":[0.9994197,0.00002783006,0.00007848582,0.000009500005,0.000004290015,0.000008694405,0.0001158591,0.000003275967,0.0003324559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003452444,"threshold_uncertainty_score":0.009138167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}