{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"77fc037c363c","filters":{"venue":"Electronic Journal of Knowledge Management"}},"results":[{"id":"W3207003881","doi":"10.34190/ejkm.19.2.2411","title":"Digital Transformation Designed to Succeed: Fit the Change into the Business Strategy and People","year":2021,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Health Services","funders":"","keywords":"Digital transformation; Stakeholder; Knowledge management; Stakeholder engagement; Workforce; Business; Change management (ITSM); Orchestration; Process management; Business transformation; Business model; Computer science; Marketing; Public relations; Electronic business; World Wide Web; Political science; Business relationship management","authors":[{"name":"Daniela Robu","is_ca":true},{"name":"J. Lazar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01603735568970861,"gpt":0.2312960235691154,"spread":0.2152586678794068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02003438,0.001365292,0.00109985,0.005485101,0.01897125,0.03842147,0.00306073,0.01266778,0.007470176],"category_scores_gemma":[0.02295115,0.0007788445,0.000817858,0.005000066,0.04472938,0.03464075,0.02559813,0.01456244,0.003398706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02896229,"about_ca_system_score_gemma":0.09155674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04204135,"about_ca_topic_score_gemma":0.05154403,"domain_scores_codex":[0.9796322,0.009853804,0.0007030799,0.001378512,0.004625222,0.003807268],"domain_scores_gemma":[0.9827123,0.005661212,0.0007198683,0.001684143,0.002571273,0.006651186],"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":[0.00006410128,0.0005730004,0.006109236,0.001011207,0.00005721968,0.001289938,0.1547432,0.0007683572,0.001296202,0.4837886,0.0798828,0.2704162],"study_design_scores_gemma":[0.00003309949,0.0001923774,0.003056565,0.001717249,0.00003710461,0.0004493134,0.1409602,0.000558261,0.0007142855,0.2073214,0.6448668,0.00009334337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04377442,0.01291715,0.04875512,0.6121765,0.005235273,0.0008315422,0.0001981511,0.0009851921,0.2751267],"genre_scores_gemma":[0.7300251,0.01763275,0.1154895,0.09507989,0.001656394,0.0009908386,0.0004562552,0.000848181,0.03782112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04204135,"threshold_uncertainty_score":0.2101371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3172551576","doi":"","title":"The Mediating Effects of Trustworthiness on Social‑Cognitive Factors and Knowledge Sharing in a Large Professional Service Firm","year":2015,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Operationalization; Homophily; Knowledge worker; Knowledge management; Knowledge sharing; Cognition; Social psychology; Loyalty; Service (business); Business; Work (physics); Marketing; Computer science","authors":[{"name":"M. Max Evans","is_ca":false},{"name":"Anthony Wensley","is_ca":false},{"name":"Ilja Frissen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02741796876747355,"gpt":0.331153988577523,"spread":0.3037360198100494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004668467,0.000255809,0.00033788,0.00131689,0.004092314,0.003097018,0.0009511219,0.0006277329,0.003112327],"category_scores_gemma":[0.01594943,0.0003812172,0.0002086759,0.001073277,0.00150779,0.001001464,0.003048226,0.001062645,0.0002693769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335441,"about_ca_system_score_gemma":0.004325269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05582707,"about_ca_topic_score_gemma":0.05616796,"domain_scores_codex":[0.9965371,0.001602519,0.0001684925,0.0004210141,0.0007318479,0.0005390501],"domain_scores_gemma":[0.9725026,0.01324369,0.006856767,0.001370787,0.001993982,0.004032129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000199603,0.0007408833,0.9400746,0.00003544454,0.00007600708,0.001013621,0.04343252,0.0003455718,0.001210863,0.0004511441,0.000264129,0.01215564],"study_design_scores_gemma":[0.00002338112,0.0003027546,0.9237452,0.00004181715,0.00005737206,0.0002509843,0.0709167,0.003192912,0.0003918228,0.0004301842,0.000618223,0.0000285967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995052,0.000008435185,0.00006150928,0.00005779541,7.903018e-7,0.000004531689,0.000004292924,0.0000011291,0.0003564348],"genre_scores_gemma":[0.9998564,0.000009295376,0.00005082153,0.000005835756,0.000001198145,0.000002832003,0.000004534665,4.616394e-7,0.00006869329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05582707,"threshold_uncertainty_score":0.1110042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3158173561","doi":"","title":"The Strength of Trust Over Ties: Investigating the Relationships between Trustworthiness and Tie‑Strength in Effective Knowledge Sharing","year":2019,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competence (human resources); Moderation; Knowledge sharing; Receipt; Trustworthiness; Tacit knowledge; Knowledge management; Psychology; Perception; Social psychology; Business; Computer science","authors":[{"name":"M. Max Evans","is_ca":false},{"name":"Ilja Frissen","is_ca":false},{"name":"Chun Wei Choo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01874418362219146,"gpt":0.288728396194303,"spread":0.2699842125721116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01115589,0.0003083107,0.0004814677,0.002070953,0.001765178,0.003240853,0.0005899312,0.0008105912,0.002044268],"category_scores_gemma":[0.09122337,0.000325398,0.0004558334,0.00191132,0.002351322,0.00395658,0.003230884,0.001793233,0.0001254381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001621831,"about_ca_system_score_gemma":0.002210218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005205744,"about_ca_topic_score_gemma":0.005319058,"domain_scores_codex":[0.9909956,0.005287331,0.0006660624,0.0006466152,0.001758075,0.0006463845],"domain_scores_gemma":[0.8454422,0.1006446,0.03613696,0.004489296,0.006654605,0.006632358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003441808,0.0003741465,0.9310079,0.0002428698,0.0004830435,0.000282162,0.02159647,0.001066098,0.001209658,0.006650462,0.0001443426,0.03659867],"study_design_scores_gemma":[0.00003692973,0.0006225061,0.9569185,0.0002850326,0.000453488,0.0003888889,0.01998687,0.00629304,0.0009630114,0.01264365,0.001326923,0.00008124235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918724,0.0002621052,0.001912625,0.0003618574,0.00001093054,0.00003017913,0.00001999322,0.00000371664,0.005526176],"genre_scores_gemma":[0.9994779,0.00007244029,0.0003189404,0.00001286314,0.000006339525,0.00001097673,0.000006777884,0.000001354912,0.00009250933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01115589,"threshold_uncertainty_score":0.0589987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2618487594","doi":"10.34190/ejkm.18.3.2135","title":"Assessing KM Capabilities in two African Healthcare Organizations: Case Study","year":2021,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Knowledge management; Context (archaeology); Health care; Process (computing); Organizational learning; Maturity (psychological); Business; Intellectual capital; Personal knowledge management; Computer science; Political science","authors":[{"name":"Jean-Pierre Booto Ekionea","is_ca":true},{"name":"G. Fillion","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02893655490867994,"gpt":0.3754336479734012,"spread":0.3464970930647212,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003501884,0.0004689363,0.0003484614,0.002834532,0.004875258,0.002040102,0.001075018,0.002345399,0.001726456],"category_scores_gemma":[0.006877584,0.0003456589,0.0003514103,0.003008403,0.001660808,0.001834047,0.001967764,0.001159767,0.0001986996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004440147,"about_ca_system_score_gemma":0.002279119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01689311,"about_ca_topic_score_gemma":0.0268121,"domain_scores_codex":[0.9970934,0.001747322,0.0001273918,0.000154515,0.0002581128,0.0006190836],"domain_scores_gemma":[0.9936787,0.00401979,0.0008655987,0.0002079714,0.0006103358,0.0006177244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006816066,0.006444401,0.285801,0.001411332,0.00009192944,0.07716849,0.512922,0.009075637,0.005556152,0.01833785,0.003358965,0.0791507],"study_design_scores_gemma":[0.00008291074,0.0009846227,0.08768812,0.0006601486,0.00006050787,0.007722544,0.8651219,0.00828045,0.004428502,0.001465093,0.02343081,0.00007437204],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966893,0.0001209468,0.0006447539,0.0002963972,0.000003922275,0.0001275658,0.00005036371,0.000003348865,0.002063531],"genre_scores_gemma":[0.9956132,0.000414505,0.002774377,0.00007837591,0.000006715317,0.0001269263,0.00005251593,0.000003149054,0.0009301461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689311,"threshold_uncertainty_score":0.0335896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3165128625","doi":"10.34190/ejkm.18.02.005","title":"Knowledge Acquisition and Meaning‑making in the Participatory Budgeting of Local Governments","year":2020,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"","keywords":"Bricolage; Sociology; Democracy; Citizen journalism; Meaning (existential); Citizenship; Public relations; Political science; Politics; Psychology; Law","authors":[{"name":"Evandro Bocatto","is_ca":true},{"name":"Eloísa Pérez-de-Toledo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03277192013265172,"gpt":0.3146258593919606,"spread":0.2818539392593089,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03230628,0.0004312976,0.0005989727,0.00246522,0.01167994,0.00751557,0.001383028,0.001318739,0.002175899],"category_scores_gemma":[0.03552409,0.0006226968,0.0005826231,0.002379539,0.02053574,0.007540968,0.01059135,0.001790086,0.0001917761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01027722,"about_ca_system_score_gemma":0.0179875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02078457,"about_ca_topic_score_gemma":0.02453166,"domain_scores_codex":[0.9403174,0.0528131,0.0009997132,0.001230454,0.002027021,0.002612382],"domain_scores_gemma":[0.976836,0.01632761,0.00207535,0.002061107,0.001540617,0.001159338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004514481,0.00009499556,0.006226026,0.000294754,0.00001854999,0.001020154,0.8513944,0.00101122,0.001200891,0.08789802,0.0006262662,0.05016963],"study_design_scores_gemma":[0.00004890614,0.0001363456,0.01374778,0.00119745,0.00005513278,0.0004479966,0.7965309,0.003149459,0.001915802,0.1042443,0.07842989,0.00009603927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8551825,0.001335386,0.03124706,0.009755487,0.00004751285,0.0006600372,0.00004874597,0.00005053951,0.1016727],"genre_scores_gemma":[0.9947982,0.0001810486,0.003623215,0.00009299901,0.000004317712,0.000103828,0.000009014251,0.000007766399,0.001179612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03230628,"threshold_uncertainty_score":0.170854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392856664","doi":"10.34190/ejkm.22.1.3258","title":"Critical Aspects of a Higher Education Reform for Continuous Lifelong Learning Opportunities in a Digital Era","year":2024,"lang":"en","type":"article","venue":"Electronic Journal of Knowledge Management","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Lifelong learning; Digital learning; Political science; Mathematics education; Psychology; Pedagogy","authors":[{"name":"Peter Mozelius","is_ca":false},{"name":"Martha Cleveland‐Innes","is_ca":true},{"name":"Marcia Håkansson Lindqvist","is_ca":false},{"name":"Jimmy Jaldemark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03040130005664005,"gpt":0.3196656442839905,"spread":0.2892643442273505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04696618,0.0004755852,0.0004971696,0.001691634,0.01138932,0.01916102,0.001875521,0.01245086,0.003237766],"category_scores_gemma":[0.06436242,0.0004386013,0.0006363619,0.001546012,0.03639985,0.01139231,0.006370008,0.01141321,0.0002840233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02551755,"about_ca_system_score_gemma":0.0358906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00741963,"about_ca_topic_score_gemma":0.005292405,"domain_scores_codex":[0.94618,0.03607587,0.001622611,0.002193822,0.008326768,0.00560092],"domain_scores_gemma":[0.9308787,0.05039246,0.003395381,0.00274871,0.007617673,0.00496702],"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":[0.00008242227,0.0002062191,0.001269638,0.0004820658,0.0000163281,0.0005788216,0.06884003,0.0006159773,0.00135199,0.8858827,0.01751183,0.0231619],"study_design_scores_gemma":[0.000133623,0.0004347223,0.009812881,0.001611529,0.0000466994,0.0006358957,0.2133963,0.001793655,0.003434339,0.2899708,0.478594,0.0001355604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1317921,0.004504016,0.01216336,0.7603033,0.0014707,0.001130933,0.00006053254,0.00004902958,0.088526],"genre_scores_gemma":[0.9612409,0.0007657473,0.004402472,0.02779301,0.0005333988,0.0003405542,0.00001704686,0.00002444721,0.004882542],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04696618,"threshold_uncertainty_score":0.2483839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}