{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000151212,0.00007169727,0.00009106247,0.000458095,0.00008169954,0.00007376569,0.0005649888,0.00007412104,0.000005461453],"category_scores_gemma":[0.00001751085,0.00005248941,0.00004889459,0.00009109087,0.00001698882,0.0002476826,0.00006454883,0.0003867056,8.227813e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005021684,"about_ca_system_score_gemma":0.000008329361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005448547,"about_ca_topic_score_gemma":0.00001833694,"domain_scores_codex":[0.9994296,0.00001176263,0.0002499354,0.00009884792,0.0001207844,0.00008903474],"domain_scores_gemma":[0.9995667,0.00007896037,0.0002089755,0.0000693464,0.00006384411,0.00001213548],"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":[0.0000476345,0.0001282075,0.001877903,0.000007423786,0.00009682301,0.00002802713,0.004455716,0.0003112582,0.01031048,0.6312187,0.00004823667,0.3514696],"study_design_scores_gemma":[0.002821098,0.001668777,0.04838708,0.00118542,0.00005239824,0.001375553,0.004639075,0.05355847,0.01400567,0.8222378,0.04946384,0.0006047924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5512966,0.00007369828,0.4194502,0.02846031,0.0005700888,0.00006476095,8.971372e-7,0.00002579503,0.00005761753],"genre_scores_gemma":[0.9909912,0.00001317522,0.008165409,0.0005804757,0.0002384816,0.000004527949,6.81315e-7,0.000002720333,0.000003266071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4396947,"threshold_uncertainty_score":0.2140456,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479891,0.00007653016,0.0001229391,0.001664556,0.0001687181,0.00005228922,0.0003617023,0.0001948514,0.0000141324],"category_scores_gemma":[0.0001768184,0.000077135,0.00002199029,0.0003848004,0.000133957,0.0008287536,0.0001609925,0.0008016864,0.000003013633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001287478,"about_ca_system_score_gemma":0.000009138656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003708234,"about_ca_topic_score_gemma":0.0006775263,"domain_scores_codex":[0.9992812,0.00001943519,0.0004251788,0.00006769919,0.0001103022,0.00009612872],"domain_scores_gemma":[0.998759,0.00005110103,0.0005178018,0.0000933554,0.0005752851,0.00000340156],"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":[0.0001395619,0.0002504472,0.03730058,0.00001249992,0.00008326514,0.00001872562,0.0004897251,0.00003264996,0.0007591211,0.8307761,0.000159901,0.1299774],"study_design_scores_gemma":[0.002213791,0.0001779762,0.5101506,0.0004301489,0.00003750098,0.0002033525,0.03631989,0.000430289,0.00223441,0.3707967,0.07658963,0.0004157869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830539,0.000244883,0.001864751,0.005862628,0.000790492,0.00006739342,1.409832e-7,0.00004257483,0.008073235],"genre_scores_gemma":[0.9989029,0.0001566092,0.0004170898,0.0002239367,0.0002683871,0.000003455321,0.000006761725,0.000005869308,0.00001496606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.47285,"threshold_uncertainty_score":0.3482973,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006672925,0.00006060369,0.00007725842,0.0008773656,0.0003138726,0.0001718483,0.0005220571,0.00003488402,0.00004937906],"category_scores_gemma":[0.0001299766,0.00003295589,0.00003942488,0.0001988248,0.00006781406,0.0008992685,0.0002410254,0.0003908991,0.000002944992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007104839,"about_ca_system_score_gemma":0.000006165785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002175664,"about_ca_topic_score_gemma":0.0001036951,"domain_scores_codex":[0.9994575,0.00001023955,0.0003323113,0.00005175388,0.00007847313,0.00006971726],"domain_scores_gemma":[0.9991509,0.00009906874,0.0004991464,0.0001210378,0.0001266817,0.000003180047],"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":[0.0002202644,0.00006925191,0.3663853,0.000005433374,0.0001382572,0.000001453118,0.0007216641,0.0006220416,0.0001317866,0.6162469,0.0005245365,0.0149331],"study_design_scores_gemma":[0.00105416,0.0004646674,0.4422904,0.0001949783,0.00004924911,0.0001650645,0.02704763,0.003625646,0.0004690964,0.4265063,0.09791888,0.0002139019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898984,0.00002255763,0.00005068606,0.008906378,0.0001581945,0.0001059525,0.000001135947,0.000009052864,0.0008475881],"genre_scores_gemma":[0.999666,0.00001270267,0.000006197253,0.0002455954,0.00002855725,0.00002268242,0.000005041216,0.000002554846,0.00001067756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897406,"threshold_uncertainty_score":0.2414086,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000887615,0.00004512204,0.00008662848,0.0003736468,0.0003649668,0.00005826037,0.0002223903,0.00006999091,0.00003514597],"category_scores_gemma":[0.0005280446,0.00003414192,0.00002782535,0.000118071,0.0002339239,0.001636579,0.00003932996,0.0001176001,0.000003322133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008202589,"about_ca_system_score_gemma":0.00007633979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002731459,"about_ca_topic_score_gemma":0.0001493514,"domain_scores_codex":[0.9987463,0.00005764552,0.000737527,0.00003459215,0.0003489655,0.00007497597],"domain_scores_gemma":[0.9960998,0.0001004672,0.001390344,0.00005684983,0.002336623,0.00001590513],"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":[0.001500838,0.0001097002,0.007621613,0.00007726696,0.0006089096,0.000002451577,0.1307479,0.0001111928,0.01686827,0.8029483,0.001344839,0.03805874],"study_design_scores_gemma":[0.00115232,0.0007546305,0.04232441,0.0005752578,0.00005222626,0.0002549207,0.2631691,0.00007270848,0.05171398,0.001516198,0.6382036,0.0002106019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925934,0.00003976911,0.001068719,0.001389005,0.001623148,0.0000977232,0.00000216151,0.000008247622,0.003177844],"genre_scores_gemma":[0.9994221,0.00006077068,0.0001693084,0.00002867645,0.0001476161,0.0000039047,0.000001825217,0.000001541568,0.0001642312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8014321,"threshold_uncertainty_score":0.2807067,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00134428,0.0000658334,0.0001126143,0.0006472464,0.0008091101,0.00001481817,0.0002957218,0.0001366097,0.00003936482],"category_scores_gemma":[0.001612795,0.00004832359,0.00004168047,0.0002668987,0.0001360854,0.0004501528,0.0001017171,0.001006538,0.00003222497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001130491,"about_ca_system_score_gemma":0.0002211001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004989366,"about_ca_topic_score_gemma":0.00009792444,"domain_scores_codex":[0.9985992,0.0003340897,0.0006411566,0.00005869701,0.0002675522,0.00009934777],"domain_scores_gemma":[0.9958606,0.0009802296,0.0009037995,0.0001144838,0.002117088,0.00002385022],"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":[0.001751221,0.0003084081,0.004122912,0.00003197164,0.0003945499,0.000006340277,0.02100673,0.0007630829,0.03584065,0.8748811,0.02763653,0.03325647],"study_design_scores_gemma":[0.003222233,0.001588139,0.02963463,0.001332482,0.0001357765,0.0001733685,0.4680382,0.008453034,0.004374163,0.2486229,0.2340829,0.0003422477],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733961,0.00003097673,0.000810487,0.0203756,0.002674469,0.0001122436,0.000008706769,0.0000369687,0.002554435],"genre_scores_gemma":[0.9966248,0.00009329063,0.0002003278,0.0002849954,0.000126983,0.00001758755,0.00001323849,0.000006004366,0.002632834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6262583,"threshold_uncertainty_score":0.6223102,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003131065,0.00006135723,0.0001621525,0.0006710568,0.00003307045,0.00002124929,0.0003759808,0.00007275351,0.0000232176],"category_scores_gemma":[0.0001525681,0.00004629641,0.00004431667,0.0001424631,0.0001698958,0.0006893837,0.00007214784,0.0001223164,6.021663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003328555,"about_ca_system_score_gemma":0.00002254796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008309746,"about_ca_topic_score_gemma":0.00001150651,"domain_scores_codex":[0.9990256,0.00003003556,0.0005945194,0.000102084,0.0001931324,0.00005460269],"domain_scores_gemma":[0.9981485,0.0001318787,0.0008362356,0.0001128752,0.0007536515,0.00001687438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000901553,0.0000958351,0.04794976,0.00001073079,0.0001496899,0.000003692976,0.0004029708,0.000002914835,0.4947631,0.2265224,0.00004781501,0.2299609],"study_design_scores_gemma":[0.005782047,0.001182318,0.5142395,0.001191747,0.00004847685,0.0009678161,0.0008787467,0.0003536302,0.3454647,0.1212598,0.008240683,0.0003904419],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738357,0.00006554519,0.1204348,0.005126771,0.0002938627,0.00003964201,0.000004345522,0.00001710717,0.000182259],"genre_scores_gemma":[0.9934943,0.00003229457,0.006364937,0.00003334879,0.00003041537,0.000001319926,3.530731e-7,0.000002866929,0.000040193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662898,"threshold_uncertainty_score":0.1887913,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006499114,0.000128587,0.0003004911,0.003733936,0.00006548115,0.00004796532,0.0007305071,0.0002603068,0.000116119],"category_scores_gemma":[0.0005545193,0.0001061717,0.00005288528,0.0005998617,0.0002375386,0.001597111,0.0001134741,0.0006820566,0.00000244156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039208,"about_ca_system_score_gemma":0.0001896893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.014743,"about_ca_topic_score_gemma":0.05673645,"domain_scores_codex":[0.9979151,0.0000817622,0.001060266,0.0001795935,0.0005827239,0.0001805438],"domain_scores_gemma":[0.9977913,0.0001801248,0.001018222,0.0002217986,0.0007081737,0.00008030829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003625863,0.00006998206,0.9651461,8.773097e-7,0.00001735532,0.00001566505,0.0003577689,0.00004490543,0.02824316,0.001873087,0.00007337671,0.004121521],"study_design_scores_gemma":[0.0003574869,0.0001728041,0.9547917,0.00006523438,0.0000115617,0.0003547163,0.00604283,0.00004363212,0.02940797,0.007924598,0.0007306893,0.00009682932],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978957,0.00008902437,0.0004637122,0.0004955249,0.000950693,0.00006180184,0.00000596528,0.00002556522,0.00001207207],"genre_scores_gemma":[0.9990501,0.00001006831,0.0007816379,0.0000731945,0.00005396714,0.000004424726,0.000001879842,0.00000717135,0.0000175562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04199344,"threshold_uncertainty_score":0.9918179,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002845979,0.00009073151,0.0001541736,0.0009911911,0.0001087284,0.0000259279,0.0001894979,0.0001520055,0.00007500937],"category_scores_gemma":[0.0002263023,0.00007532168,0.00004043038,0.000223304,0.00008026074,0.0001754329,0.00003014505,0.0004297708,0.000001542979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003354566,"about_ca_system_score_gemma":0.00002451598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001386422,"about_ca_topic_score_gemma":0.0000173541,"domain_scores_codex":[0.9992231,0.00001947289,0.0004290717,0.000113601,0.0001344564,0.00008036091],"domain_scores_gemma":[0.9983978,0.0001445046,0.0005877674,0.00008442483,0.0007738434,0.00001163712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001144262,0.0003507891,0.1135844,0.00002770761,0.0003701453,0.000006696151,0.0004466868,0.00008357226,0.1255114,0.7413492,0.001128316,0.01599684],"study_design_scores_gemma":[0.03255815,0.026912,0.2567936,0.002248228,0.0007109362,0.006308446,0.003264558,0.02876693,0.4372032,0.153278,0.04972116,0.002234696],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935418,0.000007501163,0.002704447,0.0005042258,0.002503852,0.0001422606,0.00003622127,0.00001879351,0.0005409022],"genre_scores_gemma":[0.9992451,0.000002374576,0.0003019546,0.00003108466,0.0002401742,0.00001513462,0.00005358242,0.00001005765,0.0001005555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5880712,"threshold_uncertainty_score":0.3071529,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001977374,0.00005755409,0.0001290908,0.0004689582,0.00004697108,0.00005820715,0.001199678,0.00007016434,0.000006823153],"category_scores_gemma":[0.000229776,0.00005611588,0.00004815135,0.00003728075,0.00005672362,0.0007923376,0.0002702718,0.0002059501,2.260493e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160667,"about_ca_system_score_gemma":0.00001156386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002816938,"about_ca_topic_score_gemma":0.000002518503,"domain_scores_codex":[0.9994093,0.000007401494,0.0002656927,0.00007335548,0.0001958303,0.00004845758],"domain_scores_gemma":[0.9986386,0.00005279124,0.0007544361,0.0001989945,0.0003384013,0.00001674984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001103557,0.0005777236,0.7104068,0.00007013063,0.000590686,0.0001992029,0.0005404677,0.0001888538,0.03519114,0.1752636,0.0001399574,0.07672106],"study_design_scores_gemma":[0.001417263,0.0008702413,0.7839358,0.0009621159,0.0001112697,0.00107138,0.0001535539,0.0006082174,0.1969551,0.008022361,0.0055862,0.0003065507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763872,0.00003397799,0.1226038,0.0002084392,0.0006785148,0.00002731873,0.000001720079,0.00003676823,0.00002221786],"genre_scores_gemma":[0.9790981,0.00003039227,0.02081708,0.000003308225,0.00003226031,0.00000115669,3.014164e-7,0.000003140976,0.00001428833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1672412,"threshold_uncertainty_score":0.2288339,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000156696,0.0000636632,0.0001174716,0.001788112,0.0001314745,0.0001070848,0.0002774222,0.00009897607,0.00001006507],"category_scores_gemma":[0.00002849867,0.00005903717,0.00006582731,0.0004923391,0.00004419257,0.0003195705,0.00009422374,0.0003320406,0.000002465563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004053401,"about_ca_system_score_gemma":0.000005716543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001434762,"about_ca_topic_score_gemma":0.00003740162,"domain_scores_codex":[0.9994089,0.00001960812,0.0002173013,0.0001239219,0.0001557378,0.00007450978],"domain_scores_gemma":[0.9994814,0.00003815839,0.0002367613,0.00006326478,0.0001587075,0.00002172613],"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":[0.000381542,0.0006440043,0.2269319,0.000009890898,0.003682237,0.0005215819,0.002028663,0.003366342,0.005344708,0.3028015,0.006007737,0.4482799],"study_design_scores_gemma":[0.00119057,0.0009798969,0.9091309,0.00009543695,0.0002831614,0.0007480909,0.0005212461,0.04751859,0.001451571,0.0329264,0.004853639,0.0003004421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757189,0.0000214492,0.01834069,0.004757851,0.000992014,0.00001830595,0.000001705975,0.00008020957,0.00006887416],"genre_scores_gemma":[0.9992114,0.00004290897,0.000279903,0.0001027639,0.000273092,0.000001101679,0.000004881477,0.000003104909,0.00008078998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6821991,"threshold_uncertainty_score":0.2407466,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001104875,0.00004917765,0.00006703396,0.0002213581,0.0001278436,0.0003429479,0.0004945052,0.00005396172,0.00001034601],"category_scores_gemma":[0.00002728067,0.00003528923,0.0000302752,0.0000444939,0.00002908592,0.0005561893,0.00004888559,0.0001776418,4.818296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003854285,"about_ca_system_score_gemma":0.000004455671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008507492,"about_ca_topic_score_gemma":0.00003195718,"domain_scores_codex":[0.9996925,0.000004276693,0.0001772688,0.0000202086,0.0000344544,0.00007130625],"domain_scores_gemma":[0.9996681,0.00005067372,0.0000943425,0.0000448538,0.0001263484,0.00001574268],"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":[0.0004193052,0.00008724396,0.001290929,0.000008154401,0.0006655889,0.0002634322,0.0008099579,0.008967713,0.002410579,0.2968528,0.05830436,0.6299199],"study_design_scores_gemma":[0.003529942,0.001626167,0.01146284,0.0003665272,0.0001461805,0.04819188,0.003793547,0.02048617,0.01742578,0.2721062,0.620297,0.000567792],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817845,0.0003901106,0.007704151,0.006166858,0.001920928,0.00009963696,0.000002611057,0.00004279464,0.001888452],"genre_scores_gemma":[0.9992953,0.0001147495,0.000056572,0.0001116988,0.0002831245,0.000002853931,9.588906e-7,0.000004092703,0.0001306711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6293521,"threshold_uncertainty_score":0.3307054,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002691844,0.00004626354,0.00008855223,0.000424927,0.0002039417,0.00003836353,0.0002290205,0.00009200883,0.00004763973],"category_scores_gemma":[0.0004236228,0.0000328427,0.00008122134,0.0001281417,0.0002853966,0.000101205,0.00002402546,0.0002418022,0.000009970468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080747,"about_ca_system_score_gemma":0.00004879612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002062625,"about_ca_topic_score_gemma":0.00003878658,"domain_scores_codex":[0.9993678,0.00004837323,0.0002340206,0.00004271416,0.0002077089,0.00009940486],"domain_scores_gemma":[0.9990557,0.0002443854,0.0003133675,0.00004552896,0.0003120879,0.00002897418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004822467,0.0002531483,0.6958636,0.000005018925,0.0006401948,0.0001009001,0.02207936,0.000009081137,0.01107999,0.2048086,0.01285884,0.05181901],"study_design_scores_gemma":[0.001067668,0.001504472,0.7780098,0.0003292087,0.00009491362,0.0001039401,0.04554316,0.00002454016,0.005544377,0.07060046,0.09692309,0.0002543796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939743,0.000008033104,0.000004301212,0.003566498,0.001746874,0.00003196453,0.000004133918,0.00001839665,0.0006454769],"genre_scores_gemma":[0.9990603,0.0001471109,0.000005917283,0.00002745854,0.0004458776,0.000001719317,0.000001710128,0.000003796768,0.0003060548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342081,"threshold_uncertainty_score":0.1568576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}