{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"2849e7e0fda8","filters":{"topic":"Knowledge Management in Higher Education"}},"results":[{"id":"W2809092256","doi":"10.5267/j.msl.2018.6.006","title":"Identifying the success factors of knowledge management tools in research projects (Case study: A corporate university)","year":2018,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Knowledge management; Business; Success factors; Process management; Computer science; Critical success factor; Operations management; Business administration; Engineering","authors":[{"name":"Hamidreza Ghomi","is_ca":false},{"name":"Farnaz Barzinpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3435720229660512,"gpt":0.4461360833221577,"spread":0.1025640603561064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0114361,0.0003775147,0.0003380859,0.003315815,0.001893914,0.00310339,0.0006480842,0.001129786,0.001311359],"category_scores_gemma":[0.03016776,0.0003856601,0.0004154944,0.00256777,0.0008907582,0.002026171,0.001967176,0.0005459813,0.0003470342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149883,"about_ca_system_score_gemma":0.002946703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001167355,"about_ca_topic_score_gemma":0.001345177,"domain_scores_codex":[0.9912656,0.004925144,0.0006494176,0.0004978896,0.001599169,0.001062707],"domain_scores_gemma":[0.9602198,0.02454613,0.005643618,0.001588757,0.004276749,0.003724985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003255014,0.003825351,0.7039285,0.0007413229,0.00009742258,0.005860258,0.04913068,0.002117713,0.007394575,0.002527585,0.0008935736,0.2231575],"study_design_scores_gemma":[0.00004700056,0.002935477,0.8734959,0.0004127448,0.0001518187,0.004097722,0.09252013,0.007839799,0.01057301,0.001178875,0.006627725,0.0001197584],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997186,0.00005798937,0.001270554,0.0000809827,0.000001617884,0.00009996414,0.00001086994,0.000009399816,0.001282511],"genre_scores_gemma":[0.9965734,0.0001019616,0.002974459,0.000009101457,0.000003136959,0.0000742327,0.0000181294,0.000003028681,0.0002425816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114361,"threshold_uncertainty_score":0.06048065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225339235","doi":"10.21696/rcsl112220211255","title":"Capital humano e innovación en el sector salud. Una revisión sistemática de literatura y análisis cienciométrico","year":2021,"lang":"es","type":"article","venue":"Revista de El Colegio de San Luis","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Érick Leobardo Álvarez-Aros","is_ca":false},{"name":"Jhovani De Jesus Alvarez Aros","is_ca":false},{"name":"Karla Maria Salas Salazar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475309005093234,"gpt":0.340423680845792,"spread":0.3256705907948597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01163528,0.0009798859,0.001251966,0.0137689,0.002130303,0.01213664,0.001237769,0.001644,0.005537588],"category_scores_gemma":[0.02592155,0.0004410538,0.001125462,0.02155032,0.009008748,0.006492777,0.00307626,0.00226337,0.0008311959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01814338,"about_ca_system_score_gemma":0.01447896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1032351,"about_ca_topic_score_gemma":0.07030665,"domain_scores_codex":[0.9904721,0.004260316,0.0005667413,0.001165777,0.003002561,0.000532525],"domain_scores_gemma":[0.9694507,0.01918818,0.003886982,0.001507527,0.005316458,0.0006502431],"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":[0.0002131082,0.00007448793,0.1069599,0.006707728,0.0005179758,0.0003879648,0.01651529,0.002753731,0.000525168,0.4650573,0.03177796,0.3685094],"study_design_scores_gemma":[0.00003265187,0.0002079096,0.2468561,0.01756922,0.0006833091,0.0007566038,0.03194139,0.005538614,0.002059677,0.1721137,0.5219855,0.0002552949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.110784,0.6484179,0.0234473,0.07184353,0.003356308,0.0002061556,0.003860387,0.0002764732,0.137808],"genre_scores_gemma":[0.791954,0.1784132,0.009411127,0.003556377,0.001326296,0.0001881255,0.001108605,0.00008954888,0.0139527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9862311,"threshold_uncertainty_score":0.2052684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390009987","doi":"10.23947/2334-8496-2023-11-3-401-415","title":"Problem Solving and Decision-Making Skills for ESD: A Bibliometric Analysis","year":2023,"lang":"en","type":"article","venue":"International Journal of Cognitive Research in Science Engineering and Education","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi","keywords":"Scopus; Indonesian; Field (mathematics); Theme (computing); Computer science; Psychology; Data science; Political science; World Wide Web; Mathematics; MEDLINE","authors":[{"name":"Mujib Ubaidillah","is_ca":false},{"name":"Putut Marwoto","is_ca":false},{"name":"Wiyanto Wiyanto","is_ca":false},{"name":"Bambang Subali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05794289568112078,"gpt":0.4926062735787974,"spread":0.4346633778976767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009058992,0.0006085233,0.001380967,0.1175448,0.001157958,0.004978111,0.0007423433,0.0005798283,0.003718991],"category_scores_gemma":[0.03261665,0.0002701678,0.002096731,0.1528905,0.0008290862,0.003194799,0.002250193,0.0005240066,0.0006808446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373744,"about_ca_system_score_gemma":0.004838422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454266,"about_ca_topic_score_gemma":0.004470521,"domain_scores_codex":[0.9900987,0.00155246,0.001983892,0.0005859712,0.00538421,0.0003947394],"domain_scores_gemma":[0.9715168,0.01698288,0.004168845,0.0009454262,0.005900847,0.0004852009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002477875,0.0002625644,0.5276394,0.01753719,0.001973625,0.0007359214,0.006806497,0.003469039,0.001663217,0.007910346,0.01718965,0.4145648],"study_design_scores_gemma":[0.00004809162,0.0003026682,0.8708312,0.004964418,0.002359103,0.0014177,0.01401339,0.009066235,0.002585398,0.005332907,0.0889092,0.0001697988],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8433226,0.04754595,0.008658873,0.003924959,0.0002946428,0.001408187,0.0360436,0.0005673361,0.0582337],"genre_scores_gemma":[0.9393126,0.02938467,0.01227076,0.0001204677,0.0002683329,0.0009445211,0.01489704,0.00007597069,0.002725649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8824552,"threshold_uncertainty_score":0.04790914,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104247140","doi":"","title":"Microcounselling Supervision: An Innovative Integrated Supervision Model","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Interview; Eclecticism; Session (web analytics); Psychology; Medical education; Applied psychology; Computer science; Sociology; Medicine","authors":[{"name":"Lori A. Russell‐Chapin","is_ca":false},{"name":"Allen E. Ivey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03488197229945229,"gpt":0.3255905924477923,"spread":0.29070862014834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002167224,0.0002721494,0.0002447844,0.0007864085,0.0008695492,0.001702141,0.001788725,0.0007081503,0.002775754],"category_scores_gemma":[0.002620718,0.0002228606,0.0003269007,0.0004786865,0.001653201,0.002102959,0.001977854,0.0009228157,0.0005041439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037408,"about_ca_system_score_gemma":0.005267514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332865,"about_ca_topic_score_gemma":0.00738533,"domain_scores_codex":[0.9974865,0.001071036,0.00008843798,0.0002540661,0.0009086942,0.0001912493],"domain_scores_gemma":[0.9985365,0.0003540436,0.0001662813,0.0001660379,0.0003835301,0.0003936771],"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":[0.0002237233,0.0003922441,0.01205199,0.0003173742,0.0000652976,0.0003335131,0.01297872,0.02608151,0.002008433,0.4664733,0.01007495,0.4689989],"study_design_scores_gemma":[0.0003376836,0.001368684,0.01759627,0.0009198198,0.0001461832,0.002171571,0.00630999,0.4117067,0.002923014,0.3516208,0.2046976,0.0002017399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1047288,0.001646964,0.7216612,0.008595355,0.0003224297,0.0008266751,0.0001393409,0.001040117,0.161039],"genre_scores_gemma":[0.7743231,0.0007982975,0.2117005,0.0004185461,0.0001025273,0.0005178602,0.00009880054,0.00004470335,0.01199558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005332865,"threshold_uncertainty_score":0.01478249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102834970","doi":"10.5455/medarh.2013.67.299-303","title":"Development of Basic Prequisites of Quality Education System in PhD Studies at the Faculties of Health Sciences in Bosnia and Herzegovina","year":2013,"lang":"en","type":"article","venue":"Medical Archives","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Nursing; Nurse education; Economic shortage; Phenomenon; Political science; Medicine; Medical education","authors":[{"name":"Salih Tandir","is_ca":false},{"name":"Darko Petković","is_ca":false},{"name":"Mirza Oruč","is_ca":false},{"name":"Izet Mašić","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0969308557349114,"gpt":0.4237225102969618,"spread":0.3267916545620504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02003374,0.0002387358,0.0003055088,0.001896517,0.002962101,0.006988941,0.001137616,0.00164804,0.007745097],"category_scores_gemma":[0.02030148,0.0003507175,0.0004446314,0.001195794,0.002221699,0.002614035,0.006817537,0.002334094,0.000790166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008095533,"about_ca_system_score_gemma":0.02780684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003733229,"about_ca_topic_score_gemma":0.00633226,"domain_scores_codex":[0.9911838,0.003210049,0.0009773575,0.000639109,0.002114824,0.001874934],"domain_scores_gemma":[0.9809808,0.003060921,0.002662464,0.001126836,0.004531404,0.007637659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000363475,0.0009218581,0.1485093,0.002768172,0.00007673907,0.001002056,0.01954783,0.001407479,0.01304912,0.1673553,0.0338077,0.6111909],"study_design_scores_gemma":[0.0001699437,0.0007828243,0.6294651,0.001875805,0.00004389566,0.001485541,0.01170223,0.0008049383,0.005830384,0.0227327,0.3249722,0.0001343901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6109641,0.03753008,0.02338537,0.1518079,0.003825162,0.001755591,0.0007983088,0.0004792928,0.1694541],"genre_scores_gemma":[0.9700673,0.002938119,0.007855794,0.003646307,0.0008400521,0.0002369602,0.0001722662,0.00003382831,0.0142095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003374,"threshold_uncertainty_score":0.1059498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606202882","doi":"10.18374/ijbs-13-4.3","title":"TEAM PERFORMANCE AND EFFICIENCY, TOWARD A CONCEPTUAL FRAMEWORK","year":2013,"lang":"en","type":"article","venue":"International Journal of Business Strategy","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Knowledge management; Construct (python library); Multidisciplinary approach; Context (archaeology); Conceptual framework; Identification (biology); Empirical research; Team effectiveness; Work (physics); Computer science; Working group; Management science; Sociology; Engineering","authors":[{"name":"Norrin Halilem","is_ca":true},{"name":"Nabil Amara","is_ca":true},{"name":"Réjean Landry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03189276257600877,"gpt":0.3223115831194233,"spread":0.2904188205434146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01944632,0.00164944,0.001520071,0.01483511,0.002508455,0.01573902,0.003702578,0.003005827,0.003621376],"category_scores_gemma":[0.0256144,0.00051403,0.001798109,0.009145048,0.01626246,0.01550603,0.007556812,0.002489775,0.0007934115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007743477,"about_ca_system_score_gemma":0.006451659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00285589,"about_ca_topic_score_gemma":0.0007435034,"domain_scores_codex":[0.9771338,0.01322723,0.001856068,0.002311772,0.003800648,0.001670566],"domain_scores_gemma":[0.9738773,0.01448816,0.004452263,0.001415604,0.003786783,0.001979877],"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":[0.00005886113,0.0001547236,0.008910621,0.000803677,0.0001165094,0.00009905898,0.009444859,0.007111256,0.0001395648,0.9350746,0.002936648,0.0351496],"study_design_scores_gemma":[0.00007601002,0.0004180288,0.01649465,0.00283726,0.0001769127,0.000174387,0.01987607,0.01686767,0.0003440186,0.886232,0.05643015,0.00007282363],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1726925,0.05987872,0.3665037,0.04445542,0.001531214,0.001875694,0.000885891,0.0003393764,0.3518375],"genre_scores_gemma":[0.9435971,0.009530173,0.04018562,0.0008522928,0.0006773903,0.001282337,0.0003334318,0.0000967099,0.003444972],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01944632,"threshold_uncertainty_score":0.1028432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403817414","doi":"10.19173/irrodl.v25i4.7903","title":"Academic Quality and Integrity in the New Higher Education Digital Environment: A Global Perspective, edited by Upasana Gitanjali Singh, Chenicheri Sid Nair, and Rashmi Watson (Elsevier, 2023)","year":2024,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Watson; Perspective (graphical); Academic integrity; Sociology; Psychology; Computer science; Library science; Artificial intelligence","authors":[{"name":"S. Mandal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1242734974225498,"gpt":0.5081884838120778,"spread":0.383914986389528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00605553,0.000963821,0.001013159,0.004249854,0.002080829,0.01401585,0.0008845465,0.003055683,0.008339244],"category_scores_gemma":[0.007997583,0.0005212898,0.0005600904,0.007865521,0.006972589,0.01295359,0.004829064,0.005672828,0.003460462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005998317,"about_ca_system_score_gemma":0.01049989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00958462,"about_ca_topic_score_gemma":0.0111151,"domain_scores_codex":[0.9953569,0.001728212,0.0002840669,0.0003747203,0.001967173,0.00028899],"domain_scores_gemma":[0.9918911,0.00387197,0.0007890149,0.0003077038,0.002340274,0.0007998477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005601318,0.00004414238,0.001524487,0.001953082,0.00004435946,0.0001514125,0.00567123,0.0004396611,0.0003227427,0.1295648,0.4743598,0.3858683],"study_design_scores_gemma":[0.000006130494,0.00002512905,0.002472266,0.001712089,0.000016527,0.0002547951,0.002494909,0.0001354107,0.0001815689,0.04762846,0.9450455,0.00002706668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008924096,0.8724337,0.001356841,0.1001382,0.006846589,0.00001048628,0.00007059929,0.00003318542,0.01821798],"genre_scores_gemma":[0.03507552,0.9153922,0.0020313,0.007750608,0.01277429,0.0000232257,0.000148013,0.00007632464,0.02672848],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9969443,"threshold_uncertainty_score":0.04352099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033091336","doi":"10.36315/2019v2end059","title":"HUMAN BEING DEVELOPMENT: RESEARCH PROTOCOL FOR A HOLISTIC AND COMPLEX REVIEW ON THE SOCIAL DIMENSION","year":2019,"lang":"en","type":"article","venue":"Education and new developments","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Montréal; Cegep de Saint Hyacinthe","funders":"","keywords":"Engineering ethics; Dimension (graph theory); Humanism; Epistemology; Sociology; Foundation (evidence); Protocol (science); Reading (process); Human Dimension; Human development (humanity); Management science; Knowledge management; Computer science; Human rights; Political science; Engineering; Law","authors":[{"name":"Bertrand Dupuy","is_ca":true},{"name":"Roger Boileau","is_ca":true},{"name":"Tegwen Gadais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3993778041119266,"gpt":0.5499863968507499,"spread":0.1506085927388233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2304095,0.003833199,0.007635368,0.01320274,0.004953307,0.009303255,0.004281775,0.01410467,0.05153763],"category_scores_gemma":[0.3147423,0.004759639,0.008385729,0.01538704,0.00908387,0.007748275,0.006640383,0.01260775,0.02668802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01317577,"about_ca_system_score_gemma":0.06188205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829681,"about_ca_topic_score_gemma":0.00329914,"domain_scores_codex":[0.7957705,0.1335665,0.03985505,0.00874913,0.01755656,0.004502273],"domain_scores_gemma":[0.7226256,0.146553,0.02455651,0.03816967,0.06294985,0.005145369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01602859,0.001633642,0.001290569,0.3587945,0.001384546,0.002043714,0.0128836,0.003708591,0.007395854,0.07307974,0.3566018,0.1651548],"study_design_scores_gemma":[0.01642578,0.002063891,0.003411225,0.1099424,0.001074086,0.0004918481,0.004668703,0.001637022,0.003989094,0.04067979,0.8150269,0.0005892233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004571762,0.0009300562,0.006679958,0.002017327,0.001908454,0.9830962,0.002927315,0.000174495,0.001809054],"genre_scores_gemma":[0.0003026753,0.000373214,0.006522974,0.000588935,0.00009262019,0.9913754,0.0002060984,0.00001669933,0.0005213417],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2304095,"threshold_uncertainty_score":0.949042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7105822702","doi":"10.22034/jkrs.2025.65452.1132","title":"Analysis of Research Excellence Assessment Frameworks and Providing Policy Requirements for Iran","year":2025,"lang":"fa","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Excellence; Accountability; Quality (philosophy); Comparative research; Quality management system; Program evaluation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.5258650623127074,"gpt":0.7137821376134437,"spread":0.1879170753007363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2411304,0.0009398284,0.001260219,0.01835778,0.007712313,0.01822039,0.004673107,0.003380962,0.003907586],"category_scores_gemma":[0.250703,0.0008048267,0.001882473,0.01619396,0.007329832,0.01342417,0.01447827,0.00404145,0.0008707249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05756814,"about_ca_system_score_gemma":0.1879634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01962069,"about_ca_topic_score_gemma":0.01675601,"domain_scores_codex":[0.7972101,0.106031,0.0274436,0.007815885,0.04626159,0.01523789],"domain_scores_gemma":[0.7291605,0.09261279,0.03049373,0.01643837,0.1126585,0.01863602],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002869967,0.0006406353,0.05134367,0.004640098,0.0001790977,0.0005773396,0.03069073,0.005990454,0.00158513,0.5398092,0.02691121,0.3373455],"study_design_scores_gemma":[0.0003023126,0.00119232,0.1779492,0.01328432,0.0004746814,0.001064383,0.127284,0.02058172,0.007310995,0.2164309,0.4333988,0.000726416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3446192,0.01100743,0.1184747,0.1510801,0.001469295,0.01182822,0.002147053,0.001212254,0.3581617],"genre_scores_gemma":[0.8332601,0.00272237,0.1473129,0.003646275,0.0001840505,0.005025891,0.001032179,0.0001276546,0.006688686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7588695,"threshold_uncertainty_score":0.9358213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7039767336","doi":"","title":": Ti tou yo","year":2020,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Ton; Work (physics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02559715118504817,"gpt":0.2613340799991751,"spread":0.2357369288141269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003018415,0.0006555685,0.0002803189,0.0008005786,0.00497574,0.00477615,0.0006088333,0.00159375,0.2938054],"category_scores_gemma":[0.001002106,0.0003301685,0.0003312183,0.0007051175,0.001517524,0.003909476,0.003117358,0.00398584,0.1345223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002274588,"about_ca_system_score_gemma":0.001969001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188375,"about_ca_topic_score_gemma":0.05675606,"domain_scores_codex":[0.9997483,0.00003717802,0.000006549993,0.0000495821,0.00007291087,0.00008546693],"domain_scores_gemma":[0.9997769,0.00002935346,0.00001062826,0.00002554299,0.00007994972,0.00007765357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003248246,0.0000285347,0.0004019107,0.0000885351,0.000003774939,0.0002016579,0.005384154,0.00002998975,0.0005816497,0.09263092,0.8407629,0.05985356],"study_design_scores_gemma":[0.000001176282,0.000003186194,0.0001666045,0.00002357984,6.557405e-7,0.00003151368,0.0007908851,0.000006982309,0.00003270098,0.0007392681,0.9982016,0.000001860042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001026012,0.001224359,0.000403227,0.00625582,0.004322485,0.00003264418,0.0001355077,0.0001272841,0.9864726],"genre_scores_gemma":[0.003580294,0.0003709264,0.0001166536,0.001032572,0.0001725688,0.00001835777,0.00005315733,0.00009541693,0.9945601],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7061946,"threshold_uncertainty_score":0.9828771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4409486830","doi":"10.47909/ijsmc.172","title":"A bibliometric analysis of university administration in scientific literature","year":2025,"lang":"en","type":"article","venue":"Iberoamerican Journal of Science Measurement and Communication","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Administration (probate law); Library science; Management science; Political science; Computer science; Engineering","authors":[{"name":"Abrahán Cesar Neri Ayala","is_ca":false},{"name":"Daniel Alberto Oswaldo Valenzuela Narváez","is_ca":false},{"name":"Gabriel Alberto Manes Cangana","is_ca":false},{"name":"Vilma Rosario Cabillas Oropeza","is_ca":false},{"name":"Ender Ayala Huaynatte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03930064271260171,"gpt":0.3357319177123336,"spread":0.2964312749997319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01869667,0.0006447979,0.00202586,0.2039367,0.002914792,0.01021105,0.001286592,0.0009206548,0.004684732],"category_scores_gemma":[0.1083714,0.0003453123,0.001860432,0.2737898,0.001733393,0.005615572,0.004439749,0.0006221588,0.0009437546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006665631,"about_ca_system_score_gemma":0.01276533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004708598,"about_ca_topic_score_gemma":0.005552515,"domain_scores_codex":[0.9690232,0.007161787,0.005889833,0.001534212,0.01553263,0.0008583828],"domain_scores_gemma":[0.898503,0.05698476,0.01929131,0.003415333,0.02029921,0.001506305],"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":[0.000412591,0.0003050157,0.4094248,0.02104332,0.001582469,0.0008772777,0.01211153,0.002607258,0.002394844,0.02532598,0.0214986,0.5024164],"study_design_scores_gemma":[0.00007625937,0.0003513603,0.8185067,0.007974315,0.001894318,0.002559063,0.02963526,0.009538237,0.002657665,0.01351177,0.1130864,0.0002086686],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7461551,0.06262675,0.02042464,0.005655483,0.0007081097,0.003742119,0.03583824,0.0009307243,0.1239189],"genre_scores_gemma":[0.9489182,0.01667618,0.02066396,0.0001504939,0.0004206109,0.001717699,0.009029649,0.00007882999,0.002344431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7960634,"threshold_uncertainty_score":0.09887862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7099834885","doi":"","title":"Reviewer #3","year":2016,"lang":"en","type":"article","venue":"","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Information source (mathematics); Natural (archaeology); Data source; Informed consent; Table (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03969165247029689,"gpt":0.3647059429288274,"spread":0.3250142904585305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03359525,0.001965626,0.002862924,0.004965571,0.003423971,0.007109931,0.0057708,0.01053858,0.1284585],"category_scores_gemma":[0.3706184,0.001116965,0.002807622,0.002759333,0.002996123,0.005051586,0.002801501,0.006534914,0.05666307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007411267,"about_ca_system_score_gemma":0.01839447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293251,"about_ca_topic_score_gemma":0.02002831,"domain_scores_codex":[0.9715626,0.005897009,0.004320201,0.002354563,0.01497022,0.000895455],"domain_scores_gemma":[0.5490603,0.02381907,0.009704831,0.00787005,0.4027993,0.006746222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002491463,0.000001422743,0.00005778825,0.0006291785,0.000007471195,0.000017194,0.00003513271,0.00000847519,0.00002715189,0.0001565225,0.995962,0.003072819],"study_design_scores_gemma":[0.0001291015,0.00001586932,0.0006100267,0.00423453,0.00006756779,0.0002476603,0.0002537448,0.00009562643,0.0001763229,0.0009409604,0.993174,0.00005472506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0002517624,0.00612256,0.002225375,0.3217891,0.6506391,0.002017028,0.004063228,0.00110109,0.01179075],"genre_scores_gemma":[0.01040873,0.01350238,0.004715695,0.5873075,0.2457156,0.01112284,0.003242603,0.002220093,0.1217646],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8715416,"threshold_uncertainty_score":0.4297363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7025574393","doi":"","title":"[Wooden Door in Courthouse]","year":2010,"lang":"en","type":"other","venue":"The Portal to Texas History (University of North Texas)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Photography; Key (lock); Table (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02048298391538421,"gpt":0.2431205981727599,"spread":0.2226376142573756,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008360726,0.0004611982,0.0001258955,0.0005293102,0.006045146,0.002176808,0.0005714012,0.001028104,0.5153573],"category_scores_gemma":[0.0003316442,0.000265636,0.0001778321,0.0006878796,0.0005156757,0.001396602,0.001306059,0.001645922,0.09943532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128762,"about_ca_system_score_gemma":0.00176608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023554,"about_ca_topic_score_gemma":0.2970577,"domain_scores_codex":[0.9999197,0.000006967344,0.00000162989,0.00001406589,0.0000214308,0.00003615085],"domain_scores_gemma":[0.9998813,0.000006905063,0.000005052739,0.00001128041,0.00004811764,0.00004735759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001897572,0.00001463187,0.0001645799,0.00001903433,5.001739e-7,0.0003043324,0.0004233783,0.00003757497,0.0002677794,0.002611324,0.9824728,0.01366512],"study_design_scores_gemma":[0.00000322496,0.000004061954,0.001010945,0.00002965171,6.610361e-7,0.000104571,0.001392565,0.0000213207,0.00006866966,0.0001432781,0.9972178,0.000003346579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002601183,0.0003020435,0.0004319532,0.002416167,0.001677601,0.00006934775,0.001754565,0.0003961796,0.9903509],"genre_scores_gemma":[0.02196055,0.0003750797,0.001108878,0.001004955,0.000209713,0.00003847771,0.001448179,0.0002186814,0.9736354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4846427,"threshold_uncertainty_score":0.6912839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7099600494","doi":"","title":"Acknowledgements","year":2007,"lang":"en","type":"article","venue":"","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Empirical research; Government (linguistics); Order (exchange)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03305940346830636,"gpt":0.3833851021320575,"spread":0.3503256986637511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006465431,0.0008621628,0.001377179,0.006058358,0.002265609,0.004212121,0.002999679,0.001248699,0.6291308],"category_scores_gemma":[0.03585945,0.0004105034,0.0005588625,0.006783022,0.0006925503,0.00209613,0.002619612,0.001975351,0.2891445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01169465,"about_ca_system_score_gemma":0.03031988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3519868,"about_ca_topic_score_gemma":0.3145663,"domain_scores_codex":[0.9935276,0.0005489881,0.0003789114,0.0005240947,0.004186329,0.0008341693],"domain_scores_gemma":[0.9458041,0.002605911,0.001207554,0.002398694,0.04150453,0.00647918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002735439,0.000003769612,0.000188905,0.00004457706,0.000001727568,0.0000237655,0.00006094002,0.00002993002,0.00003225429,0.001418482,0.9906148,0.007553511],"study_design_scores_gemma":[0.00001382439,0.000002314261,0.001027174,0.0000903753,0.000003461731,0.00002911046,0.0001925072,0.00008865916,0.00005269107,0.0005459744,0.9979452,0.000008736686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002415806,0.00333569,0.005443649,0.09341993,0.02614352,0.001941728,0.42121,0.006596103,0.4394935],"genre_scores_gemma":[0.01714982,0.002608619,0.005229822,0.007963404,0.002632418,0.00102565,0.1674162,0.003190846,0.7927833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3708692,"threshold_uncertainty_score":0.699876,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001076642","doi":"","title":"Implementación de la nueva política de conocimiento del cliente en el módulo del sistema cuentas y personas – Pyme usando metodología SCRUM","year":2019,"lang":"es","type":"dissertation","venue":"Cybertesis (National University of San Marcos)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Work (physics); Limiting; Filter (signal processing)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01760955009958933,"gpt":0.3416415450149454,"spread":0.3240319949153561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00795538,0.0006196275,0.0005970033,0.001260405,0.001696175,0.006088581,0.001946427,0.001503347,0.01425504],"category_scores_gemma":[0.01422805,0.0006231935,0.0008431415,0.001254447,0.001660512,0.004730506,0.00495243,0.002400572,0.004027134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382259,"about_ca_system_score_gemma":0.00981934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0111484,"about_ca_topic_score_gemma":0.01522995,"domain_scores_codex":[0.9895881,0.00331079,0.0006850705,0.001121892,0.004231985,0.001062128],"domain_scores_gemma":[0.9911156,0.002511265,0.0007448093,0.002323971,0.002643908,0.0006604528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"design_other","study_design_scores_codex":[0.0006900421,0.0006601681,0.01535359,0.003909891,0.0001206789,0.001022697,0.02436418,0.008823043,0.03056741,0.1912234,0.03823903,0.6850259],"study_design_scores_gemma":[0.000160743,0.0004719504,0.01358383,0.00189459,0.0001599823,0.001117725,0.01259161,0.02440045,0.02968672,0.04249065,0.8732472,0.0001945925],"study_design_candidate":"design_other","study_design_consensus":"design_other","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09417313,0.002192359,0.7276613,0.007466426,0.0005102094,0.00350062,0.002134695,0.009472884,0.1528884],"genre_scores_gemma":[0.3840168,0.001704079,0.5070552,0.001405968,0.00009402186,0.002041707,0.002291308,0.001468643,0.09992223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01425504,"threshold_uncertainty_score":0.04768789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7033501576","doi":"","title":"The roles of Off-track and Semaphorin-1a in Drosophila visual system development /","year":2005,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Knowledge Management in Higher Education","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":"Canadian Institutes of Health Research","keywords":"Drosophila (subgenus); Transmembrane protein; Axon guidance; Nervous system; Eye development; Drosophila melanogaster; Receptor tyrosine kinase; Signal transduction; Model system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01479503009470686,"gpt":0.2900013092260098,"spread":0.2752062791313029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755339,0.0001411189,0.00006257859,0.0002250244,0.0002662026,0.0004836891,0.0001155586,0.0001863872,0.003670595],"category_scores_gemma":[0.0001101828,0.00007786836,0.0000856351,0.00009443073,0.0002449511,0.0002970534,0.0002146214,0.0004110621,0.0005667666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006183166,"about_ca_system_score_gemma":0.0006800247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002502301,"about_ca_topic_score_gemma":0.006279259,"domain_scores_codex":[0.9999536,0.000005769209,0.000001677297,0.00001006966,0.0000168595,0.00001200447],"domain_scores_gemma":[0.9999053,0.00001098724,0.00001256513,0.000003236287,0.0000226692,0.0000452921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003561969,0.0002335744,0.01355014,0.0004982584,0.0000196111,0.0005152556,0.001762912,0.00123582,0.4761871,0.05392848,0.01415762,0.437555],"study_design_scores_gemma":[0.00006510988,0.0006130483,0.1867596,0.000417066,0.00005242649,0.00139138,0.002596045,0.003407473,0.3349977,0.01591141,0.4537538,0.0000349543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.654416,0.03897502,0.00943706,0.007840374,0.0005012822,0.00005734504,0.0003568831,0.00007088363,0.2883452],"genre_scores_gemma":[0.7521893,0.02648474,0.004374245,0.0006135525,0.000119471,0.00002952295,0.0002492913,0.00002555361,0.2159143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003670595,"threshold_uncertainty_score":0.01227939,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6976966386","doi":"10.6084/m9.figshare.5126911.v1","title":"Supplementary Material for: Inferring Gene Network from Candidate SNP Association Studies Using a Bayesian Graphical Model: Application to a Breast Cancer Case-Control Study from Ontario","year":2014,"lang":"en","type":"dataset","venue":"Figshare","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Single-nucleotide polymorphism; Genetic association; Genome-wide association study; SNP; Bayesian network; Breast cancer; Candidate gene; Posterior probability; Graphical model","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04966594364649182,"gpt":0.3617523148014005,"spread":0.3120863711549087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001325289,0.0004652359,0.0004732593,0.001360929,0.0006822496,0.0005644748,0.001688053,0.00069637,0.3585003],"category_scores_gemma":[0.01485387,0.0004583481,0.0007088718,0.002164056,0.0002046235,0.0002868792,0.00046606,0.0003296011,0.02566939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003340404,"about_ca_system_score_gemma":0.004558604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4610308,"about_ca_topic_score_gemma":0.5905415,"domain_scores_codex":[0.9996213,0.0001115724,0.00004219555,0.00006254269,0.0001247111,0.00003760416],"domain_scores_gemma":[0.9941753,0.0040251,0.0002654371,0.0003494122,0.0009934173,0.0001913594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000539703,0.0001555639,0.02836546,0.001179895,0.000166571,0.001889508,0.0004074681,0.02122235,0.001624338,0.005369423,0.8467889,0.09229067],"study_design_scores_gemma":[0.003006404,0.0003428245,0.1833449,0.001162292,0.0004586347,0.003021674,0.0008386182,0.1958339,0.002851334,0.02329869,0.5855865,0.0002543053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01740283,0.0002945788,0.0865005,0.002406524,0.0003219624,0.001022159,0.8578467,0.005427085,0.02877774],"genre_scores_gemma":[0.2140382,0.001352256,0.2432042,0.001774281,0.0002908307,0.002947801,0.4651254,0.002703494,0.0685636],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5389692,"threshold_uncertainty_score":0.9166946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018799607","doi":"","title":"Educación universitaria de calidad con formación integral y competencias profesionales","year":2016,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Job market; Context (archaeology); Human capital","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02498083148815511,"gpt":0.2850601213407571,"spread":0.260079289852602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033252,0.0005206383,0.0004831646,0.001541954,0.00514738,0.01035191,0.0009984785,0.002287261,0.03659831],"category_scores_gemma":[0.006025552,0.0003153416,0.0005685678,0.002315724,0.005960885,0.005413705,0.006935665,0.004764538,0.006366674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01144879,"about_ca_system_score_gemma":0.01802531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01937892,"about_ca_topic_score_gemma":0.02779395,"domain_scores_codex":[0.9958514,0.001675183,0.0001451602,0.0004891515,0.0008680127,0.000970993],"domain_scores_gemma":[0.9940678,0.001112633,0.0009005349,0.000478504,0.001146737,0.002293886],"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":[0.0001264662,0.0003982258,0.01793811,0.000692054,0.00004338951,0.0003099096,0.02121324,0.0008633751,0.001606378,0.6970528,0.04535462,0.2144014],"study_design_scores_gemma":[0.00003466558,0.0002010718,0.03729481,0.001009909,0.00003509867,0.0003694941,0.01729665,0.0008634051,0.001568018,0.08800875,0.8532286,0.00008953311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1349095,0.01486949,0.01821657,0.09411241,0.001208937,0.000128898,0.0004082901,0.0005802104,0.7355657],"genre_scores_gemma":[0.8038753,0.008401332,0.008346875,0.006114245,0.0006179843,0.0001223517,0.0002049678,0.0001269175,0.17219],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03659831,"threshold_uncertainty_score":0.1224336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6912548360","doi":"10.5281/zenodo.6363345","title":"Bibliometria","year":2022,"lang":"ca","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Principal (computer security); Presentation (obstetrics); Architecture","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08752792709493297,"gpt":0.3121363301055745,"spread":0.2246084030106415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00379727,0.001366716,0.00155299,0.01953563,0.003764198,0.01822986,0.002435687,0.002212465,0.2069414],"category_scores_gemma":[0.0257834,0.0007503798,0.001171275,0.03703263,0.002535875,0.008416072,0.004946591,0.002240408,0.1110412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00630013,"about_ca_system_score_gemma":0.008950707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01564482,"about_ca_topic_score_gemma":0.01182231,"domain_scores_codex":[0.9883183,0.002374093,0.001511729,0.001997818,0.005304476,0.0004935176],"domain_scores_gemma":[0.9864086,0.002737682,0.001102204,0.003191725,0.00608607,0.0004737766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001148784,0.00004316703,0.00334024,0.001940672,0.0001182748,0.0001749052,0.00132233,0.00146137,0.0004399543,0.3385151,0.3511561,0.301373],"study_design_scores_gemma":[0.000006454612,0.000007521382,0.001064796,0.0002802234,0.00001360079,0.0001138077,0.0003060926,0.0002303332,0.0001615656,0.01477254,0.983023,0.00002008657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002924715,0.008901267,0.02463503,0.004946617,0.002465205,0.0003949789,0.0351787,0.004093608,0.9164599],"genre_scores_gemma":[0.1324809,0.03470309,0.07229332,0.003809894,0.003668894,0.001482618,0.07608684,0.004312168,0.6711624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9804644,"threshold_uncertainty_score":0.6922879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024261858","doi":"","title":"Rediseño del subproceso seguimiento a las solicitudes de certificados de estudios en la Universidad Nacional San Antonio Abad del Cusco","year":2010,"lang":"es","type":"dissertation","venue":"renati","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Quarter (Canadian coin); State (computer science)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01514879412315606,"gpt":0.3304240573749039,"spread":0.3152752632517479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01378414,0.0004025326,0.0003141509,0.003796331,0.004361887,0.00551373,0.001062081,0.0008516553,0.009239108],"category_scores_gemma":[0.01766418,0.0004126972,0.0002532826,0.003608469,0.001980653,0.001688066,0.003041191,0.001385475,0.001522754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02315967,"about_ca_system_score_gemma":0.02355007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2495866,"about_ca_topic_score_gemma":0.4051694,"domain_scores_codex":[0.9921477,0.002640799,0.0003273648,0.0008766538,0.00325923,0.0007481802],"domain_scores_gemma":[0.9723165,0.005786945,0.002019945,0.001839225,0.01520778,0.00282961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002770572,0.0003530932,0.3265574,0.0008647999,0.00003536325,0.00135814,0.277133,0.0005987228,0.007543255,0.02345317,0.04363865,0.3181872],"study_design_scores_gemma":[0.00001119414,0.0001691979,0.3454933,0.0008245994,0.000022286,0.000241063,0.2053211,0.0006653863,0.002458792,0.0009844125,0.4437697,0.00003901249],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6946008,0.006652918,0.007595629,0.02814022,0.0008846863,0.0005549896,0.001435587,0.0003712728,0.259764],"genre_scores_gemma":[0.7852338,0.005041401,0.006999496,0.001921322,0.0001535221,0.0003007933,0.0008570132,0.0002166289,0.1992759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2495866,"threshold_uncertainty_score":0.4962677,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3113034205","doi":"10.26439/ulima.tesis/11343","title":"Implementación de un diseño instruccional que facilite el aprendizaje de un nuevo software en personal administrativo de una universidad privada de Lima Metropolitana","year":2020,"lang":"es","type":"dissertation","venue":"Universidad de Lima","topic":"Knowledge Management in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Angie Lisset t Urrutia Ramos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01163441751071643,"gpt":0.3263047687602444,"spread":0.314670351249528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004031942,0.0005713775,0.0003208778,0.001112677,0.001232343,0.002348379,0.0009782233,0.0006649833,0.00783434],"category_scores_gemma":[0.006546146,0.000389105,0.0004996698,0.0007718262,0.0007546347,0.001785402,0.002279071,0.0009214494,0.001914577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002816831,"about_ca_system_score_gemma":0.006110145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01897145,"about_ca_topic_score_gemma":0.0230899,"domain_scores_codex":[0.9980991,0.0007197801,0.000108859,0.0003015835,0.0004294668,0.0003412318],"domain_scores_gemma":[0.9944907,0.001789065,0.000378979,0.0006761536,0.001650362,0.00101462],"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":[0.00175442,0.003255844,0.1023849,0.002130356,0.0002020993,0.002130305,0.09012818,0.009460054,0.08515113,0.0138966,0.01370494,0.6758012],"study_design_scores_gemma":[0.0005634403,0.004567496,0.2483605,0.001588164,0.0005825557,0.0007033326,0.07925862,0.04776651,0.08662598,0.005945821,0.5235637,0.000473961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9092199,0.0003596912,0.05459888,0.001808932,0.00007504014,0.0009341462,0.0004951284,0.005147176,0.02736119],"genre_scores_gemma":[0.8674893,0.0006014578,0.09449864,0.0002893181,0.0000308558,0.0008933602,0.001128139,0.000473589,0.03459544],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01897145,"threshold_uncertainty_score":0.03772205,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}