{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"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":"28c5f4f246c8","filters":{"venue":"International Journal on Digital Libraries"}},"results":[{"id":"W2044606334","doi":"10.1007/s00799-009-0051-7","title":"Long-term digital preservation: preserving authenticity and usability of 3-D data","year":2009,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada; University of Ottawa","funders":"","keywords":"Computer science; Usability; Term (time); Digital preservation; World Wide Web; Human–computer interaction","authors":[{"name":"Julie Doyle","is_ca":false},{"name":"Herna L. Viktor","is_ca":true},{"name":"Eric Paquet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0681427584605457,"gpt":0.2631286340561562,"spread":0.1949858755956105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00443418,0.0004432288,0.0003907262,0.001322384,0.00220303,0.006964198,0.001965887,0.001501154,0.004167645],"category_scores_gemma":[0.01820832,0.000517079,0.000681932,0.002194975,0.002906484,0.007828671,0.006958423,0.001353864,0.001422207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008451117,"about_ca_system_score_gemma":0.001590377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392096,"about_ca_topic_score_gemma":0.00161749,"domain_scores_codex":[0.9961975,0.001127053,0.0002890156,0.0004591676,0.001633361,0.0002939452],"domain_scores_gemma":[0.9672716,0.00511555,0.001786893,0.02083531,0.004380786,0.0006098349],"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":[0.001335996,0.0005323805,0.02992059,0.0008042855,0.000183163,0.001181235,0.01248959,0.01275265,0.09275773,0.04661677,0.0065113,0.7949143],"study_design_scores_gemma":[0.0001996443,0.001660929,0.04071132,0.000706373,0.0006983067,0.007615621,0.02094717,0.1250823,0.5768448,0.09056917,0.1345381,0.0004263276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4408475,0.00253539,0.5217183,0.002216886,0.0003632653,0.0001783989,0.0003726182,0.002885146,0.02888262],"genre_scores_gemma":[0.9445726,0.0005065522,0.04893098,0.0001743995,0.0000937649,0.00003904962,0.0002488645,0.00034539,0.005088297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006964198,"threshold_uncertainty_score":0.02345049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967853860","doi":"10.1007/s007990100046","title":"Managing database server performance to meet QoS requirements in electronic commerce systems","year":2002,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IBM (Canada); Queen's University","funders":"","keywords":"Computer science; Database; Workload; Quality of service; Database server; Server; Transaction processing; Quality (philosophy); Computer network; Operating system; Database transaction","authors":[{"name":"Patrick Martin","is_ca":true},{"name":"Wendy Powley","is_ca":true},{"name":"Hoi-Ying Li","is_ca":true},{"name":"Keri Romanufa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02833109344278201,"gpt":0.2390427269405456,"spread":0.2107116334977636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006829713,0.0008670511,0.0009815351,0.001495689,0.001724283,0.005787315,0.002240707,0.001239428,0.001933902],"category_scores_gemma":[0.02041583,0.0007833003,0.0002188384,0.001528059,0.0006402587,0.004136784,0.001316693,0.001652036,0.001093245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334764,"about_ca_system_score_gemma":0.001474975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948671,"about_ca_topic_score_gemma":0.001914127,"domain_scores_codex":[0.9973,0.0007923587,0.0002752701,0.0003098521,0.0008811306,0.0004415691],"domain_scores_gemma":[0.9884179,0.00501965,0.0008144899,0.001285807,0.003539766,0.0009223475],"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":[0.004828857,0.002303079,0.06315312,0.0004766561,0.0002699563,0.0008737616,0.003396296,0.2272011,0.224031,0.01727627,0.018,0.4381899],"study_design_scores_gemma":[0.0001480354,0.0005424313,0.009797757,0.00002398782,0.0001529378,0.0002789708,0.0006962183,0.9307427,0.04771781,0.005991246,0.003845486,0.00006246564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8426009,0.001161166,0.1394674,0.001682743,0.000262779,0.0001924251,0.000161626,0.005020255,0.009450704],"genre_scores_gemma":[0.9886202,0.00009492172,0.009723401,0.00008009746,0.0001018879,0.00002307333,0.00009611036,0.0002041551,0.001056234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006829713,"threshold_uncertainty_score":0.0361194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979784788","doi":"10.1007/s00799-011-0066-8","title":"Interaction and the epistemic potential of digital libraries","year":2010,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Leverage (statistics); Digital library; Human–computer interaction; Task (project management); Chunking (psychology); World Wide Web; Data science; Artificial intelligence","authors":[{"name":"Karl V. Fast","is_ca":false},{"name":"Kamran Sedig","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01085154341543618,"gpt":0.2548423658934141,"spread":0.243990822477978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01031247,0.0004824106,0.00055281,0.005809584,0.009668792,0.02729362,0.001499202,0.004284433,0.02219295],"category_scores_gemma":[0.06134138,0.0005489319,0.0007461114,0.004559625,0.01645488,0.02912777,0.01525851,0.003508901,0.001859517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004075499,"about_ca_system_score_gemma":0.003861531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002886581,"about_ca_topic_score_gemma":0.001913276,"domain_scores_codex":[0.9835531,0.01183483,0.0006050967,0.0009311514,0.001993573,0.001082225],"domain_scores_gemma":[0.9261265,0.05938395,0.003790336,0.003699388,0.003928155,0.003071669],"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":[0.0002621478,0.00009176549,0.004908626,0.0001563226,0.00004112575,0.0003276696,0.02840888,0.0009761844,0.0003967126,0.9470167,0.001977298,0.01543668],"study_design_scores_gemma":[0.00004939414,0.00004153878,0.001586826,0.0001410381,0.00004961083,0.0003461233,0.02471819,0.002101619,0.0005110921,0.9431953,0.02721656,0.00004287878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2514706,0.002831497,0.04040154,0.0266517,0.0001704348,0.00005235213,0.0002185145,0.0001977964,0.6780055],"genre_scores_gemma":[0.9933565,0.000275694,0.00150147,0.000219819,0.00006582625,0.0000251646,0.00003645384,0.00003123434,0.004487806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727064,"threshold_uncertainty_score":0.07424283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068371547","doi":"10.1007/s007990100040","title":"Exploring agent support at the user interface in e-commerce applications","year":2002,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Human–computer interaction; User interface; World Wide Web; E-commerce; Interface (matter); Operating system","authors":[{"name":"Patrick Desharnais","is_ca":true},{"name":"Jin‐Ray Lu","is_ca":true},{"name":"T. Radhakrishnan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.250586491250903,"gpt":0.3609713437338586,"spread":0.1103848524829556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001538472,0.000438103,0.000498838,0.0004160036,0.0007066863,0.006129244,0.001180076,0.001423577,0.01023086],"category_scores_gemma":[0.008745627,0.0003765772,0.0003810439,0.0004212324,0.0005375571,0.005009397,0.001274383,0.001018691,0.001217026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491907,"about_ca_system_score_gemma":0.000431454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909887,"about_ca_topic_score_gemma":0.000725437,"domain_scores_codex":[0.9990152,0.0005374267,0.00004446822,0.00007611312,0.0002264526,0.0001004251],"domain_scores_gemma":[0.9956346,0.003335141,0.000163235,0.0002638178,0.0004304721,0.0001727236],"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":[0.006710446,0.002886523,0.03228989,0.001638387,0.0002766378,0.003340711,0.02208112,0.03503396,0.1139564,0.2062281,0.007249801,0.5683081],"study_design_scores_gemma":[0.000394757,0.001529122,0.008763652,0.0002451911,0.0003998882,0.001357943,0.007869087,0.7641987,0.04777189,0.1295509,0.03779196,0.0001267652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7419945,0.001387907,0.2152387,0.001509362,0.00007348516,0.000154636,0.00006812248,0.001292593,0.03828066],"genre_scores_gemma":[0.9700956,0.000204109,0.02494334,0.00007869239,0.00001569417,0.00002670091,0.00002768038,0.00008126968,0.004526846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01023086,"threshold_uncertainty_score":0.03422564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2071860408","doi":"10.1007/s007990100045","title":"Performance stress vectors and capacity planning for e-commerce applications","year":2002,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; IBM (Canada)","funders":"","keywords":"Computer science; Software deployment; Revenue; Capacity planning; Reliability (semiconductor); E-commerce; World Wide Web; Business; Software engineering; Finance; Operating system","authors":[{"name":"Marin Litoiu","is_ca":true},{"name":"Diwakar Krishnamurthy","is_ca":true},{"name":"Jerome Rolia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02998629412239586,"gpt":0.2410800638063831,"spread":0.2110937696839872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001700424,0.0006549282,0.0003909893,0.002116722,0.0005003056,0.0016898,0.0007158162,0.0005569076,0.003672516],"category_scores_gemma":[0.01093193,0.0004059142,0.0003570733,0.001741449,0.000497159,0.001698401,0.0004725676,0.0007086519,0.0004048999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251766,"about_ca_system_score_gemma":0.0008123117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006638807,"about_ca_topic_score_gemma":0.006382058,"domain_scores_codex":[0.9992616,0.0002581476,0.00004938303,0.00007514259,0.0001975741,0.0001580498],"domain_scores_gemma":[0.9929748,0.003938436,0.0008080803,0.0002246536,0.001585522,0.0004685845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008395785,0.000384906,0.05563457,0.0001286542,0.00009921491,0.0002465206,0.0003273697,0.829671,0.003431187,0.02060034,0.003097845,0.08553895],"study_design_scores_gemma":[0.00001432675,0.0002700229,0.02732262,0.00002400002,0.00003481779,0.00006684465,0.0004786545,0.9528562,0.001796982,0.01642958,0.0006641836,0.00004181831],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752974,0.0006456423,0.1093838,0.0008188182,0.00007740642,0.0001829058,0.0006416322,0.000585257,0.01236697],"genre_scores_gemma":[0.9965224,0.00004639632,0.002658039,0.0000101337,0.000010047,0.00002442879,0.0001318368,0.00002187783,0.0005747619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006638807,"threshold_uncertainty_score":0.01320028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385837278","doi":"10.1007/s00799-023-00378-x","title":"Graduate student search strategies within academic digital libraries","year":2023,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Information seeking; Session (web analytics); Digital library; Matching (statistics); Information retrieval; Online search; Search analytics; Variety (cybernetics); Search engine; Process (computing); Information seeking behavior; Recall; Search problem; Information needs; World Wide Web; Psychology; Web search query; Artificial intelligence","authors":[{"name":"Orland Hoeber","is_ca":true},{"name":"Dale Storie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07505277667741765,"gpt":0.3368057641022226,"spread":0.2617529874248049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003368187,0.0002064593,0.0004047492,0.002924351,0.001875227,0.005847629,0.0006986863,0.001505462,0.01051307],"category_scores_gemma":[0.0330079,0.0002313822,0.0003093554,0.001998856,0.0006445739,0.002598796,0.002108246,0.001148407,0.002338799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001391726,"about_ca_system_score_gemma":0.00177486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006042313,"about_ca_topic_score_gemma":0.0105951,"domain_scores_codex":[0.9978656,0.00112456,0.0001451086,0.0001555108,0.0003739974,0.0003351964],"domain_scores_gemma":[0.9717104,0.01827239,0.002899164,0.0007749577,0.002199051,0.004144019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001177102,0.002874818,0.8433096,0.0001525519,0.0001179789,0.0003657887,0.05493423,0.0006175602,0.002370509,0.005846185,0.004747922,0.08348577],"study_design_scores_gemma":[0.0001884572,0.001922681,0.7948551,0.0002260447,0.0002196991,0.0009873162,0.1642763,0.00867432,0.002879403,0.006686995,0.0189608,0.0001229748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925728,0.0001440778,0.0001354291,0.000351821,0.000004737029,0.00001726284,0.00004619471,0.0000157608,0.006711943],"genre_scores_gemma":[0.9957354,0.00009522235,0.000182743,0.0001660742,0.0000102817,0.00001130669,0.00008107446,0.00001311705,0.003704638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9941524,"threshold_uncertainty_score":0.03516972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077507893","doi":"10.1007/s00799-011-0077-5","title":"Artexte metadata conversion to EPrints: adaptation of digital repository software to visual and media arts documentation","year":2010,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Research Data Management Practices","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Metadata; World Wide Web; Software; Documentation; Personalization; Metadata repository; Information retrieval; Multimedia; Database; Operating system","authors":[{"name":"Tomasz Neugebauer","is_ca":true},{"name":"Corina MacDonald","is_ca":false},{"name":"Felicity Tayler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03974999555386578,"gpt":0.3221794515468179,"spread":0.2824294559929521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004156984,0.0007213586,0.0005324064,0.00357783,0.0009771019,0.0049574,0.002397923,0.001158427,0.02006616],"category_scores_gemma":[0.01916422,0.0009035785,0.001086009,0.002369857,0.0009625981,0.005167579,0.004458018,0.001852728,0.009925265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006528622,"about_ca_system_score_gemma":0.001446254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004689557,"about_ca_topic_score_gemma":0.005805457,"domain_scores_codex":[0.9978948,0.0004123629,0.0003366571,0.000331239,0.0008966213,0.0001283396],"domain_scores_gemma":[0.9889859,0.002274098,0.0004011107,0.005794491,0.002041943,0.000502424],"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":[0.001698183,0.001837841,0.01127118,0.0007808413,0.0001989644,0.001366146,0.007582091,0.002922362,0.05197744,0.01385014,0.09279966,0.8137152],"study_design_scores_gemma":[0.0006624167,0.0005624383,0.02546271,0.0005995021,0.0003473131,0.002021173,0.00231233,0.03428032,0.2394167,0.008551561,0.6851099,0.0006735952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.1516464,0.0003981928,0.349112,0.001310253,0.0009837509,0.001450588,0.008428656,0.4377388,0.04893136],"genre_scores_gemma":[0.3417343,0.0007209418,0.4223474,0.0009766844,0.0002400918,0.0008401626,0.02881495,0.08328161,0.1210439],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9950426,"threshold_uncertainty_score":0.067128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209614841","doi":"10.1007/s00799-021-00311-0","title":"Improving data quality in large-scale repositories through conflict resolution","year":2021,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Technische Universität Wien; Vienna Science and Technology Fund; Technische Universität Wien Bibliothek; Ontario Research Foundation","keywords":"Metadata; Computer science; Data quality; Correctness; Scalability; Profiling (computer programming); Data mining; Data science; Conflict resolution; Quality (philosophy); Data collection; Database; Information retrieval; World Wide Web","authors":[{"name":"Artur Kulmukhametov","is_ca":false},{"name":"Andreas Rauber","is_ca":false},{"name":"Christoph Becker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2067003591168642,"gpt":0.4259471446766152,"spread":0.219246785559751,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03979885,0.0009320941,0.001273028,0.006338681,0.001847234,0.006116795,0.003651687,0.00136996,0.0009155959],"category_scores_gemma":[0.1123047,0.0006170771,0.001128711,0.004724098,0.00179536,0.004853058,0.004918857,0.001648317,0.0003923188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720713,"about_ca_system_score_gemma":0.00328097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759299,"about_ca_topic_score_gemma":0.002705838,"domain_scores_codex":[0.94802,0.02406392,0.005376717,0.004132052,0.01738762,0.001019802],"domain_scores_gemma":[0.8085667,0.1027922,0.02345755,0.03435808,0.02830411,0.002521312],"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":[0.0006941844,0.001751097,0.09229024,0.0008942829,0.0005151966,0.0007510141,0.003358458,0.1738154,0.03832098,0.01789358,0.005231797,0.6644838],"study_design_scores_gemma":[0.0001157917,0.0004295461,0.01165833,0.0002365177,0.0001850958,0.0005642017,0.001379717,0.8561876,0.09252352,0.0283066,0.008262184,0.0001508226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1494925,0.0004154952,0.8431202,0.0007962265,0.00004148295,0.0006618107,0.0003491059,0.002789729,0.002333391],"genre_scores_gemma":[0.4036821,0.0001087779,0.594833,0.0001499372,0.00002294396,0.000169819,0.0004934384,0.0001351106,0.0004048482],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03979885,"threshold_uncertainty_score":0.2104789,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3210786751","doi":"10.1007/s00799-021-00314-x","title":"Correspondence as the primary measure of information quality for web archives: a human-centered grounded theory study","year":2021,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"World Wide Web; Computer science; Quality (philosophy); Web development; Grounded theory; The Internet; Field (mathematics); Relevance (law); Web standards; Sociology; Qualitative research; Political science","authors":[{"name":"Brenda Reyes Ayala","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0373775472066888,"gpt":0.29931203503727,"spread":0.2619344878305812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02923209,0.0003898647,0.0008612986,0.007384865,0.004206188,0.008956208,0.001695941,0.001330654,0.003176337],"category_scores_gemma":[0.1294082,0.0005100573,0.001059693,0.007782543,0.006340156,0.006677279,0.003757086,0.003003442,0.0002409627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092416,"about_ca_system_score_gemma":0.01388915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006616145,"about_ca_topic_score_gemma":0.006916741,"domain_scores_codex":[0.959915,0.02595142,0.001642547,0.002070611,0.009621451,0.0007989177],"domain_scores_gemma":[0.6742228,0.2737006,0.0145886,0.009700208,0.02470757,0.003080279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008951096,0.002866558,0.2850129,0.002494914,0.0004588759,0.0003563279,0.3202969,0.003144032,0.003790347,0.193509,0.002106298,0.1850688],"study_design_scores_gemma":[0.0003580836,0.002308849,0.3112439,0.002714256,0.00118569,0.0006727637,0.4451205,0.04526355,0.02032303,0.1518652,0.01860735,0.0003368027],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9048598,0.0004537733,0.04948371,0.002893683,0.00006402381,0.001054659,0.0004043112,0.00008636768,0.04069956],"genre_scores_gemma":[0.9889941,0.00006681115,0.01030155,0.0000930111,0.000007072042,0.0001801276,0.00005418686,0.00001940341,0.0002838217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02923209,"threshold_uncertainty_score":0.154596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736532806","doi":"10.1007/s00799-017-0225-7","title":"The context of multiple in-text references and their signification","year":2017,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Topic Modeling","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Rhetorical question; Context (archaeology); Section (typography); Noun phrase; Point (geometry); Natural language processing; Information retrieval; Linguistics; Artificial intelligence; Noun; Mathematics; History","authors":[{"name":"Marc Bertin","is_ca":true},{"name":"Iana Atanassova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03906275880157609,"gpt":0.2561606087268078,"spread":0.2170978499252317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003142216,0.0006652739,0.0006182136,0.01172483,0.005190491,0.01197754,0.001347206,0.001812323,0.01232348],"category_scores_gemma":[0.04294387,0.0006494518,0.0004132109,0.01237266,0.003382688,0.0168249,0.00509864,0.002223282,0.00254885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276545,"about_ca_system_score_gemma":0.001595907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002096321,"about_ca_topic_score_gemma":0.002063556,"domain_scores_codex":[0.9952743,0.002021058,0.0003584279,0.0007447213,0.001187999,0.0004134111],"domain_scores_gemma":[0.9568413,0.02827369,0.003673981,0.003344796,0.006550416,0.001315749],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007693048,0.0001105357,0.009557572,0.001002338,0.00006842093,0.002312216,0.09589838,0.0007628817,0.01463622,0.7234057,0.01038487,0.1410916],"study_design_scores_gemma":[0.0001074909,0.0003030527,0.02166484,0.001487047,0.0004522888,0.002105198,0.06477666,0.01107809,0.02103536,0.4404708,0.4363337,0.0001854236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.393044,0.01177718,0.1793231,0.01278084,0.002954624,0.000235606,0.002062033,0.001679353,0.3961433],"genre_scores_gemma":[0.9520754,0.001572676,0.02634839,0.0001946873,0.001050449,0.00008587955,0.0006611404,0.000634341,0.0173771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968578,"threshold_uncertainty_score":0.04122609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791424851","doi":"10.1007/s00799-018-0232-3","title":"Capisco: low-cost concept-based access to digital libraries","year":2018,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Andrew W. Mellon Foundation","keywords":"Computer science; Information retrieval; Metadata; Search engine indexing; Digital library; Semantics (computer science); Context (archaeology); Markup language; Semantic search; World Wide Web; Semantic Web; XML; Programming language","authors":[{"name":"Annika Hinze","is_ca":false},{"name":"David Bainbridge","is_ca":false},{"name":"Sally Jo Cunningham","is_ca":false},{"name":"Craig Taube-Schock","is_ca":false},{"name":"Rangi Matamua","is_ca":false},{"name":"J. Stephen Downie","is_ca":false},{"name":"Edie Rasmussen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0277142637395759,"gpt":0.2855934993284919,"spread":0.257879235588916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001703371,0.001389881,0.001056934,0.005040055,0.001570512,0.006613913,0.003272863,0.001776332,0.04005143],"category_scores_gemma":[0.009100435,0.0007272332,0.001429238,0.003821068,0.001256875,0.007160026,0.009142551,0.002055583,0.01664317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565311,"about_ca_system_score_gemma":0.003179868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007841616,"about_ca_topic_score_gemma":0.009248414,"domain_scores_codex":[0.9973974,0.0002852093,0.0001395773,0.0003111772,0.001619423,0.0002472474],"domain_scores_gemma":[0.9957346,0.0009820453,0.0001594818,0.001747229,0.0007614997,0.0006151258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001924648,0.001196863,0.003279149,0.001868436,0.0002746862,0.001305464,0.001357569,0.003083905,0.02050274,0.07039845,0.267609,0.6271992],"study_design_scores_gemma":[0.0004469406,0.0003601645,0.004765877,0.0004758755,0.0002768032,0.001932942,0.001090795,0.08635872,0.04198712,0.06023061,0.8017068,0.0003674755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03397841,0.001845919,0.4637257,0.001443312,0.000742841,0.002447356,0.02182376,0.3365906,0.137402],"genre_scores_gemma":[0.2323033,0.002324733,0.6057403,0.001741925,0.0003834527,0.001673982,0.06142086,0.01836212,0.07604922],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04005143,"threshold_uncertainty_score":0.1339854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065329070","doi":"10.1007/s007990100041","title":"An approach for high-yield requirements capture for e-commerce and its application","year":2002,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"IBM (Canada); University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Synchronization (alternating current); Concurrency; The Internet; Quality (philosophy); Software; Software engineering; Software quality; Non-functional requirement; Distributed computing; Software development; World Wide Web; Operating system; Software construction; Computer network","authors":[{"name":"Kassem Saleh","is_ca":false},{"name":"Robert L. Probert","is_ca":true},{"name":"W. Li","is_ca":true},{"name":"W. Fong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02781493700183751,"gpt":0.251771793651979,"spread":0.2239568566501415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002099272,0.001227921,0.000596706,0.002235868,0.001289094,0.003432935,0.001677511,0.001253998,0.005831078],"category_scores_gemma":[0.006726232,0.00101703,0.001767205,0.001756783,0.000765305,0.002280232,0.002353883,0.002074551,0.002331605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115334,"about_ca_system_score_gemma":0.002983649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006769466,"about_ca_topic_score_gemma":0.01093992,"domain_scores_codex":[0.997023,0.0005535251,0.0001534451,0.0002742779,0.001789484,0.0002062641],"domain_scores_gemma":[0.9971569,0.001044195,0.0001633011,0.000761799,0.0008117158,0.00006203236],"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":[0.0002351307,0.0005053004,0.002809588,0.0006496953,0.0001939759,0.001410644,0.002526878,0.04793167,0.08065102,0.1586203,0.0137515,0.6907143],"study_design_scores_gemma":[0.00006475053,0.0001839863,0.001959451,0.0002625762,0.0002159988,0.001440112,0.001480868,0.6648377,0.1476795,0.07822511,0.1034735,0.0001764098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004122965,0.00004648844,0.9890476,0.0001298594,0.00001565715,0.0002327033,0.0001121207,0.002208652,0.004083986],"genre_scores_gemma":[0.08222612,0.0001988067,0.9088444,0.0001866419,0.00001311656,0.0003472099,0.000704842,0.0005467252,0.006932104],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006769466,"threshold_uncertainty_score":0.01950693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766971772","doi":"10.1007/s00799-017-0229-3","title":"Encoding music performance data in Humdrum and MEI","year":2017,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Music and Audio Processing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fonds de Recherche du Québec-Société et Culture; National Endowment for the Humanities","keywords":"Computer science; Information retrieval; World Wide Web","authors":[{"name":"Johanna Devaney","is_ca":false},{"name":"Hubert Léveillé Gauvin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06493170774482294,"gpt":0.2826062163914074,"spread":0.2176745086465844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002505916,0.0005774078,0.0004246552,0.001162525,0.0003923771,0.0009582302,0.0004493067,0.0004948206,0.006851882],"category_scores_gemma":[0.002128952,0.0001543437,0.0002393498,0.00135795,0.00032848,0.001111808,0.001020491,0.0004805601,0.002656429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911972,"about_ca_system_score_gemma":0.0005708535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855098,"about_ca_topic_score_gemma":0.004504217,"domain_scores_codex":[0.9997237,0.00003211726,0.0000227416,0.00004733081,0.0001162395,0.00005786292],"domain_scores_gemma":[0.9994656,0.0001362749,0.00003422738,0.0001606841,0.0001660058,0.00003719524],"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":[0.003995269,0.0001919617,0.002758791,0.0003690291,0.00005797961,0.000703763,0.0004477966,0.01204225,0.1592554,0.01710081,0.02533717,0.7777399],"study_design_scores_gemma":[0.0002470816,0.0008029531,0.009439983,0.0003129352,0.000121407,0.0008745595,0.001130599,0.3289071,0.4924465,0.02051906,0.145016,0.0001818239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4474908,0.003700351,0.4732765,0.001763505,0.002689201,0.0003914693,0.01406927,0.02385803,0.03276082],"genre_scores_gemma":[0.7259714,0.001264503,0.2308069,0.0003610457,0.000439638,0.0002246154,0.0140102,0.0008932418,0.02602845],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006851882,"threshold_uncertainty_score":0.0229218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036382113","doi":"10.1007/s007990000036","title":"On Z39.50 wrapping and description logics","year":2000,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Computer science; Information retrieval; Metadata; Query language; Database; Semantics (computer science); World Wide Web; Protocol (science); Programming language","authors":[{"name":"Yannis Velegrakis","is_ca":true},{"name":"Vassilis Christophides","is_ca":false},{"name":"Panos Constantopoulos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274182857905333,"gpt":0.2290437351356132,"spread":0.2063019065565599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003205429,0.001013898,0.0008886949,0.002798456,0.00167471,0.00541795,0.001876636,0.001139823,0.02260004],"category_scores_gemma":[0.007113419,0.0009721132,0.002553531,0.003875002,0.00154729,0.01026565,0.004482685,0.002301938,0.007404103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002869731,"about_ca_system_score_gemma":0.001749681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01126625,"about_ca_topic_score_gemma":0.009961983,"domain_scores_codex":[0.9972401,0.0008820874,0.0002838697,0.0003587086,0.0009372674,0.0002979944],"domain_scores_gemma":[0.9978235,0.00102999,0.00009122913,0.0006850177,0.0003042822,0.00006598028],"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":[0.0001810536,0.000100499,0.0003185999,0.0001862873,0.00004649381,0.0001952248,0.000318677,0.004671593,0.00129761,0.7987217,0.0201091,0.1738533],"study_design_scores_gemma":[0.00004182957,0.00002022854,0.0002273834,0.0001534285,0.00006235097,0.0001542252,0.0001367288,0.02220736,0.002387971,0.8515967,0.1229807,0.00003117339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01437187,0.00248803,0.8965217,0.003494023,0.000421197,0.0002750038,0.00226461,0.009008489,0.07115503],"genre_scores_gemma":[0.2214892,0.004937844,0.6826707,0.003059102,0.0003681237,0.0005398999,0.01179618,0.004123365,0.07101546],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02260004,"threshold_uncertainty_score":0.07560462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010700167","doi":"10.1007/s00799-006-0003-4","title":"Generating customized yet factually consistent information: a constraint satisfaction approach","year":2006,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Constraint satisfaction problem; Personalization; Consistency (knowledge bases); Set (abstract data type); Constraint (computer-aided design); Constraint satisfaction; Snippet; Information retrieval; World Wide Web; Artificial intelligence; Mathematics","authors":[{"name":"Syed Sibte Raza Abidi","is_ca":true},{"name":"Yong Han Chong","is_ca":false},{"name":"Yan Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01486148997786254,"gpt":0.2381679105484165,"spread":0.2233064205705539,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004656569,0.001639777,0.001904955,0.0029468,0.001502668,0.004066156,0.00526626,0.002193688,0.008185404],"category_scores_gemma":[0.03025434,0.001633314,0.003644482,0.005937103,0.002107108,0.006220252,0.004518664,0.002868389,0.001109263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346488,"about_ca_system_score_gemma":0.003831133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008347375,"about_ca_topic_score_gemma":0.01380783,"domain_scores_codex":[0.9929924,0.001577269,0.0006120875,0.001317458,0.002972447,0.0005283511],"domain_scores_gemma":[0.9757412,0.01585316,0.001034754,0.004110759,0.002961805,0.0002983208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005395397,0.0005378062,0.003604678,0.001302002,0.0005574241,0.002280993,0.001269492,0.3812682,0.0157862,0.1776034,0.0149208,0.4003295],"study_design_scores_gemma":[0.00008048035,0.00008146492,0.0003624826,0.00007918321,0.0001892459,0.0003157229,0.000270863,0.8623898,0.01403465,0.1139488,0.008181208,0.00006596978],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01236938,0.00009685495,0.9823115,0.0004115383,0.00003259968,0.0002896484,0.0008169601,0.001210715,0.002460833],"genre_scores_gemma":[0.111198,0.0001520657,0.8837987,0.0002265132,0.0000438645,0.0002520026,0.00214831,0.0006589271,0.001521645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008347375,"threshold_uncertainty_score":0.02738297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014016891","doi":"10.1007/s007990100043","title":"A fast method for determining the origins of documents based on LZW compression","year":2002,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Copying; Computer science; Publication; Revenue; Information retrieval; World Wide Web; Database; Data mining; Advertising","authors":[{"name":"Gordon B. Agnew","is_ca":true},{"name":"A. Sivanandan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02826485079003627,"gpt":0.2944132124102884,"spread":0.2661483616202521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047761,0.00176645,0.00165122,0.007139651,0.00172961,0.002416742,0.001964354,0.001694421,0.007696098],"category_scores_gemma":[0.005058318,0.0008026196,0.0007919612,0.004291499,0.001213389,0.003590774,0.002485089,0.002239023,0.009007812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008682499,"about_ca_system_score_gemma":0.002197223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002345294,"about_ca_topic_score_gemma":0.003136308,"domain_scores_codex":[0.9983425,0.0001826229,0.0001348196,0.0002080379,0.001004478,0.0001275127],"domain_scores_gemma":[0.9973911,0.0008167463,0.0002297157,0.000492349,0.0009538674,0.0001161302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007979483,0.00009273508,0.00107365,0.0005374314,0.00006532498,0.000296059,0.000361882,0.003484308,0.136451,0.01275754,0.007184614,0.8368974],"study_design_scores_gemma":[0.0005476119,0.0006023067,0.004521634,0.0002367804,0.0002550996,0.002920003,0.0005487261,0.3291558,0.5574166,0.0323099,0.07114298,0.000342456],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009773999,0.001303897,0.9789028,0.0001675599,0.0002523279,0.0002570642,0.0005381505,0.006942479,0.001861619],"genre_scores_gemma":[0.02655024,0.0006347993,0.9685242,0.00005850483,0.0001237049,0.0002013146,0.001181022,0.000389515,0.002336744],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007696098,"threshold_uncertainty_score":0.02574599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416811906","doi":"10.1007/s00799-025-00436-6","title":"Going beyond digital libraries: a literature review of phygital user experience research methods","year":2025,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"User experience design; Context (archaeology); User Research; Inclusion (mineral); User interface; Key (lock); Digital library; Usability","authors":[{"name":"Jessica Waggoner","is_ca":false},{"name":"Shannon Lucky","is_ca":true},{"name":"Stacey Redick","is_ca":false},{"name":"Amanda Rizki","is_ca":false},{"name":"Jen-chien Yu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04147550841286916,"gpt":0.4228192382402177,"spread":0.3813437298273485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03038897,0.0008937773,0.002573595,0.02853033,0.002095356,0.009514875,0.002422665,0.0022214,0.006247165],"category_scores_gemma":[0.07310829,0.0009833735,0.002049563,0.02835459,0.003990982,0.009215907,0.005023497,0.002463926,0.001203358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004212255,"about_ca_system_score_gemma":0.01370463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004020106,"about_ca_topic_score_gemma":0.006946078,"domain_scores_codex":[0.9778668,0.01256712,0.003888465,0.00147142,0.003733902,0.0004723554],"domain_scores_gemma":[0.8237636,0.1532024,0.006802796,0.002742058,0.01226095,0.001228123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001521611,0.0001714033,0.003587168,0.2004681,0.000467527,0.0003394943,0.01396422,0.0001433477,0.0004726548,0.008301156,0.007086483,0.7648463],"study_design_scores_gemma":[0.00005114469,0.0002285044,0.0178998,0.5798483,0.001516868,0.0015282,0.02329977,0.0002221314,0.0006700941,0.004729389,0.3698995,0.0001062419],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002290483,0.9905074,0.001478569,0.001757292,0.0002261096,0.0001087679,0.00008316633,0.0000203817,0.003527911],"genre_scores_gemma":[0.02217197,0.9721406,0.002956032,0.001510635,0.0002220073,0.0003990956,0.0001200003,0.00002758246,0.0004520845],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03038897,"threshold_uncertainty_score":0.1607141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055732723","doi":"10.1007/s00799-015-0148-0","title":"Introduction to the focussed issue on Semantic Digital Archives","year":2015,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; World Wide Web; Digital library; Information retrieval; Linguistics","authors":[{"name":"Thomas Risse","is_ca":false},{"name":"Livia Predoiu","is_ca":false},{"name":"Annett Mitschick","is_ca":false},{"name":"Andreas Nürnberger","is_ca":false},{"name":"Seamus Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01999165762934203,"gpt":0.2450897246190097,"spread":0.2250980669896677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006551572,0.001430557,0.001489727,0.008007705,0.00240704,0.009431779,0.002367278,0.008067824,0.03616023],"category_scores_gemma":[0.01625424,0.0006920297,0.001296869,0.005834233,0.005029253,0.0146466,0.006265744,0.0152244,0.01345257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002727821,"about_ca_system_score_gemma":0.002506696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736796,"about_ca_topic_score_gemma":0.002849351,"domain_scores_codex":[0.996766,0.0008856136,0.0003550753,0.0005777611,0.001163877,0.0002517529],"domain_scores_gemma":[0.9808034,0.01040583,0.0008312145,0.00134366,0.004977679,0.001638318],"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":[0.00005366777,0.00006673421,0.0001927058,0.001247149,0.00001995538,0.0001752086,0.0006879473,0.000182388,0.00135087,0.0674805,0.8657028,0.06284013],"study_design_scores_gemma":[0.000004274143,0.00001321807,0.0001487361,0.0003729833,0.000007387747,0.0001269387,0.0001549516,0.00009668332,0.000136229,0.006449355,0.9924768,0.00001249995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00149624,0.1326125,0.02843957,0.2650275,0.5099529,0.0001812331,0.001234085,0.0007487847,0.0603072],"genre_scores_gemma":[0.01434526,0.07885434,0.01169005,0.1462717,0.6199877,0.0002521915,0.001686871,0.001448785,0.1254632],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03616023,"threshold_uncertainty_score":0.120968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3028150595","doi":"10.1007/s00799-020-00286-4","title":"Introduction to the focused issue on the 2017 ACM/IEEE-CS Joint Conference on Digital Libraries JCDL 2017","year":2020,"lang":"en","type":"article","venue":"International Journal on Digital Libraries","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Digital library; Joint (building); World Wide Web; Engineering","authors":[{"name":"Catherine C. Marshall","is_ca":false},{"name":"Ian Milligan","is_ca":true},{"name":"Adam Jatowt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07667170856385166,"gpt":0.2631198388417867,"spread":0.1864481302779351,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005838112,0.001735532,0.001704539,0.007905994,0.004411864,0.0138762,0.002088479,0.00591349,0.1704319],"category_scores_gemma":[0.01996048,0.0005860326,0.001334431,0.004369259,0.002415893,0.009622594,0.006704237,0.008381618,0.09317207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004013317,"about_ca_system_score_gemma":0.006726993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003390763,"about_ca_topic_score_gemma":0.00924023,"domain_scores_codex":[0.9954313,0.0006010951,0.0003707983,0.0005081266,0.002544521,0.0005440789],"domain_scores_gemma":[0.9749848,0.005000388,0.001534312,0.001153877,0.01120926,0.006117337],"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":[0.00001487701,0.00001789842,0.00006491976,0.00009640554,0.000001918573,0.00002016559,0.00002183392,0.00001674605,0.0001435448,0.001039258,0.9879995,0.01056297],"study_design_scores_gemma":[0.000005203422,0.00001116613,0.0002223207,0.0001677903,0.000004097407,0.00003802959,0.00006397112,0.00005788703,0.00009201568,0.0008000524,0.9985276,0.000009795117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004305996,0.010258,0.002406637,0.1021249,0.8445217,0.0001519019,0.001195441,0.0006014166,0.03830942],"genre_scores_gemma":[0.003840091,0.01454815,0.001995703,0.05567136,0.6445299,0.0003315318,0.002676125,0.001589631,0.2748175],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1704319,"threshold_uncertainty_score":0.5701515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}