{"meta":{"query_hash":"1519fa5e5494","filters":{"venue":"International Journal of Librarianship"},"cohort_total":34,"direct_labels_cover":0,"predictions_cover":34,"exported":34,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1519fa5e5494","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Librarianship"},"results":[{"id":"W2588392850","doi":"10.23974/ijol.2016.vol1.1.12","title":"The State of Library Makerspaces","year":2016,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Digital Games and Media","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"State (computer science); Resource (disambiguation); Library science; Computer science","score_opus":0.022250015640672274,"score_gpt":0.2835279490444188,"score_spread":0.26127793340374655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588392850","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22389862,0.0013398145,0.00058014767,0.19062711,0.005539092,0.000108399574,0.000053528664,0.000032373813,0.5778209],"genre_scores_gemma":[0.9342699,0.0014640519,0.00028237345,0.00027014493,0.00080868724,5.8712465e-7,3.4739978e-7,0.000008147156,0.06289574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890095,0.00008607849,0.00027492366,0.000045869976,0.00057206454,0.00012008732],"domain_scores_gemma":[0.9986442,0.0007088252,0.0003408054,0.00006014159,0.00014485109,0.00010121588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040504974,0.000045786466,0.00008260312,0.00007410046,0.000030093848,0.00020902118,0.0007667514,0.000023317552,0.00016889288],"category_scores_gemma":[0.00047839945,0.000022732323,0.00009948032,0.000082352395,0.00027307673,0.0016309808,0.000049131067,0.0000600934,0.0000107315755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021580156,0.000038780585,0.011142936,0.0000016468018,0.00012783389,0.0000402926,0.0033468232,0.0000016858888,0.00022991656,0.12100303,0.017232154,0.84661907],"study_design_scores_gemma":[0.0002949539,0.000047555906,0.0068622013,0.000098241406,0.000004054554,0.0000065238214,0.00083067425,4.6294232e-7,0.0012629319,0.039502267,0.9510489,0.000041249114],"about_ca_topic_score_codex":0.000005746044,"about_ca_topic_score_gemma":0.00001586085,"teacher_disagreement_score":0.93381673,"about_ca_system_score_codex":0.00001724875,"about_ca_system_score_gemma":0.00037685613,"threshold_uncertainty_score":0.2015596},"labels":[],"label_agreement":null},{"id":"W2588684369","doi":"10.23974/ijol.2016.vol1.1.14","title":"Chinese Academic Library Services: A Web Survey","year":2016,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"McGill University","keywords":"Interlibrary loan; China; Academic library; Government (linguistics); Library science; Subject (documents); Population; Political science; Business; World Wide Web; Sociology; Computer science","score_opus":0.027894505157626707,"score_gpt":0.3300638255334443,"score_spread":0.3021693203758176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588684369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8392238,0.00027036673,0.0003502464,0.08401673,0.004782551,0.000115199524,0.0001441395,0.00010066188,0.07099632],"genre_scores_gemma":[0.98442173,0.00063594116,0.0004467594,0.0071150092,0.0021115688,0.0000012147326,0.000012887816,0.000011355153,0.005243517],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767417,0.0003385411,0.00066776684,0.000109224085,0.0009836208,0.00022669394],"domain_scores_gemma":[0.9981129,0.0007162853,0.0005625086,0.00011325078,0.00023259956,0.00026243296],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011929573,0.000109047985,0.00015431229,0.0003755334,0.00011885941,0.0004896829,0.0020539702,0.00011688874,0.0029817938],"category_scores_gemma":[0.00046086343,0.00006529617,0.000121087825,0.00044636705,0.00016489824,0.051115006,0.00011467091,0.0002109984,0.00019586741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018337602,0.00003336842,0.9141296,0.00000461621,0.000052076317,0.00002597964,0.005081282,0.0000022732722,0.00019428541,0.05149394,0.016012195,0.012787002],"study_design_scores_gemma":[0.00083788566,0.000048234917,0.42429754,0.00021570956,0.0000036600336,0.000028095257,0.00065286417,0.000025664394,0.00013157797,0.018544137,0.55505055,0.00016406909],"about_ca_topic_score_codex":0.000035519275,"about_ca_topic_score_gemma":0.000008182686,"teacher_disagreement_score":0.53903836,"about_ca_system_score_codex":0.000035737798,"about_ca_system_score_gemma":0.0008831788,"threshold_uncertainty_score":0.99792963},"labels":[],"label_agreement":null},{"id":"W2737606810","doi":"10.23974/ijol.2017.vol2.1.31","title":"Book Review of Volume One of Curating Research Data: Practical Strategies for your Digital Repository","year":2017,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Volume (thermodynamics); Computer science; Data science; Physics","score_opus":0.5050392039110877,"score_gpt":0.5203334135199583,"score_spread":0.015294209608870624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737606810","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00061207847,0.04128524,0.7822913,0.1378941,0.0018920338,0.000808103,0.00025390048,0.000025759911,0.03493751],"genre_scores_gemma":[0.59496826,0.053757794,0.32608986,0.002934234,0.0051740324,0.000043653316,0.00017570303,0.00009172258,0.016764728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633694,0.00027763186,0.0009249637,0.0002703944,0.0019859038,0.00020416845],"domain_scores_gemma":[0.99280345,0.0014281654,0.002080325,0.0014738644,0.0021132666,0.0001009506],"candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0043453844,0.00008831721,0.00026949446,0.0002620741,0.0001435074,0.005901059,0.009698805,0.00004110188,0.00003266997],"category_scores_gemma":[0.01620508,0.00007767728,0.00008845486,0.000118870164,0.00022966969,0.13005087,0.002556543,0.00042919684,0.0000028819297],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004887075,0.00081936654,0.002876783,0.0034481687,0.0010959274,0.0004639757,0.00020059591,0.00001689178,0.0012746896,0.50421023,0.47376454,0.011340124],"study_design_scores_gemma":[0.0020129923,0.0014337294,0.014082753,0.01847772,0.000103729246,0.00056672347,0.00076927873,0.006330928,0.0026932803,0.020731963,0.9323996,0.00039730422],"about_ca_topic_score_codex":0.0000177958,"about_ca_topic_score_gemma":6.3911506e-7,"teacher_disagreement_score":0.59435624,"about_ca_system_score_codex":0.000034609377,"about_ca_system_score_gemma":0.0012004735,"threshold_uncertainty_score":0.9956592},"labels":[],"label_agreement":null},{"id":"W2737719817","doi":"10.23974/ijol.2017.vol2.1.38","title":"Editorial: Introducing this Special Issue on Data Librarianship","year":2017,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Library science; Computer science; Engineering ethics; Data science; Political science; Engineering","score_opus":0.188426744847238,"score_gpt":0.4376218285475843,"score_spread":0.2491950837003463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737719817","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001976894,0.00011758498,0.00055582874,0.017398825,0.8817957,0.0001886045,0.0034325663,0.00003546279,0.09647343],"genre_scores_gemma":[0.000031223226,0.0003302924,0.0012085543,0.00063957,0.9648579,0.0000033853485,0.0015569682,0.00008736834,0.031284776],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97721684,0.0012518414,0.0033135603,0.0015059544,0.016174404,0.000537402],"domain_scores_gemma":[0.97047716,0.013685275,0.006976388,0.0056421165,0.0027353747,0.00048365546],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.019233668,0.0006615357,0.0013786616,0.0017580233,0.00035141245,0.012257349,0.036822945,0.0011942812,0.010744472],"category_scores_gemma":[0.11920656,0.00052422035,0.00053227093,0.0003230104,0.00030649803,0.010419619,0.004548155,0.0033673781,0.0023964045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011462567,0.00020401453,0.000030200395,0.000017496026,0.00054838246,0.00030588458,0.00029338006,0.000020041272,0.0000016478388,0.0029541317,0.939376,0.05510255],"study_design_scores_gemma":[0.0013780848,0.00025790953,0.000052650947,0.0005009117,0.00011821931,0.000012340075,0.0001656131,0.00002241683,0.000020366542,0.029105332,0.9678897,0.00047643427],"about_ca_topic_score_codex":0.00007738261,"about_ca_topic_score_gemma":0.000044106175,"teacher_disagreement_score":0.0999729,"about_ca_system_score_codex":0.00023139462,"about_ca_system_score_gemma":0.0025869475,"threshold_uncertainty_score":0.99972093},"labels":[],"label_agreement":null},{"id":"W2737798405","doi":"10.23974/ijol.2017.vol2.1.33","title":"Book Review of the Data Librarian's Handbook","year":2017,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Publishing; Library science; Facet (psychology); Computer science; Art; Psychology; Psychoanalysis; Literature","score_opus":0.43389396930065643,"score_gpt":0.44659151163798116,"score_spread":0.01269754233732473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737798405","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004965212,0.25391188,0.011309822,0.70152766,0.00449967,0.0003963124,0.001130828,0.000032929765,0.02669436],"genre_scores_gemma":[0.38531184,0.3087267,0.038289607,0.20346498,0.0074477806,0.000034865414,0.0001993393,0.00014329332,0.05638159],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99707216,0.00009432905,0.0009934751,0.00021189736,0.0015258604,0.00010226031],"domain_scores_gemma":[0.9933371,0.0005383822,0.0024744377,0.0030847955,0.0005056966,0.000059603026],"candidate_categories":["metaresearch","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017418546,0.00009088332,0.0002609347,0.00012005896,0.00018185159,0.00071171776,0.022134162,0.00006861228,0.001627728],"category_scores_gemma":[0.009302197,0.000049613227,0.00017309231,0.00013263542,0.00032039348,0.0037076632,0.0028224892,0.0002822463,0.000040722953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001436391,0.000031944262,0.0026380648,0.000014812457,0.000046810077,0.000007476586,0.000009714164,5.827303e-7,0.00007077732,0.009670446,0.95277315,0.034721833],"study_design_scores_gemma":[0.00021740647,0.00001542293,0.014313731,0.0016155577,0.000019533161,0.00006679518,0.00002249752,0.00004018,0.0012020841,0.024764212,0.95766735,0.00005523389],"about_ca_topic_score_codex":0.0000057469997,"about_ca_topic_score_gemma":0.0000016772168,"teacher_disagreement_score":0.49806267,"about_ca_system_score_codex":0.000012125789,"about_ca_system_score_gemma":0.00029808175,"threshold_uncertainty_score":0.9992849},"labels":[],"label_agreement":null},{"id":"W2737857854","doi":"10.23974/ijol.2017.vol2.1.35","title":"Lives in Data: Prominent Data Librarians, Archivists and Educators Share Their Thoughts","year":2017,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"China; Library science; Field (mathematics); Political science; Public relations; Key (lock); Sociology; Law; Computer science","score_opus":0.4638614143762922,"score_gpt":0.47245123330095407,"score_spread":0.008589818924661874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737857854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5326401,0.0035552515,0.013394227,0.3736882,0.022205444,0.0011997418,0.010606234,0.00010620401,0.042604625],"genre_scores_gemma":[0.9918352,0.0002812956,0.004170928,0.0007277941,0.0017581371,0.000001967798,0.00021858074,0.000019481022,0.0009866117],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965801,0.00031822344,0.0010546442,0.0005535634,0.0013024134,0.00019104927],"domain_scores_gemma":[0.994712,0.0011224716,0.001164911,0.002688402,0.00013082802,0.00018136798],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0046041314,0.0001610728,0.0003189279,0.00049762585,0.000146281,0.004480181,0.016262293,0.00004297215,0.00017090555],"category_scores_gemma":[0.006219518,0.000110969704,0.000052486073,0.00010433035,0.00019370666,0.013090908,0.006055971,0.00031431305,0.0000341373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007305715,0.00068910595,0.1820209,0.00004183483,0.0005268892,0.0009763489,0.006005087,0.000010857161,0.00007836943,0.05127866,0.3927172,0.36492413],"study_design_scores_gemma":[0.0012040556,0.00006194606,0.43420047,0.00037652167,0.00002111652,0.00015255468,0.003023424,0.0010944393,0.00011418283,0.1481317,0.4113671,0.00025250716],"about_ca_topic_score_codex":0.00003738025,"about_ca_topic_score_gemma":0.00016696462,"teacher_disagreement_score":0.4591951,"about_ca_system_score_codex":0.00001826758,"about_ca_system_score_gemma":0.00030952628,"threshold_uncertainty_score":0.99655324},"labels":[],"label_agreement":null},{"id":"W2738810025","doi":"10.23974/ijol.2017.vol2.1.32","title":"The Development of Academic Data Services in Canada and China: Profiles of Data Services at Fudan University and the University of Windsor.","year":2017,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"Fudan University; University of Windsor","keywords":"Windsor; China; Library science; Regional science; Political science; Sociology; Computer science; Environmental science","score_opus":0.09733367488629237,"score_gpt":0.30816566546683055,"score_spread":0.2108319905805382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738810025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856347,0.00041145916,0.001143445,0.011802211,0.00013045853,0.00010774695,0.00018573015,0.0000016300178,0.00058262405],"genre_scores_gemma":[0.9942393,0.001460504,0.004154153,0.000018937744,0.000018821613,2.7284601e-8,0.00001860851,0.0000019743106,0.000087674984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866134,0.00019392009,0.00027783724,0.0001725204,0.0006048414,0.000089537134],"domain_scores_gemma":[0.99735427,0.0005058472,0.0010932062,0.0008946566,0.00010596999,0.00004602494],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.0019135983,0.000060581035,0.00013671117,0.000088319386,0.0001909033,0.00023966962,0.013984366,0.000022167507,0.00000386196],"category_scores_gemma":[0.0001108335,0.000041315194,0.0000100982015,0.00007179149,0.00021211174,0.018443435,0.009676171,0.0001932151,1.0730855e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012708303,0.000048381167,0.92609096,0.0002845087,0.00065982866,0.00010319853,0.0038877653,0.000026853753,0.00017281115,0.038519952,0.0004588561,0.028476033],"study_design_scores_gemma":[0.0010378689,0.000011776371,0.9801129,0.00021020639,0.000016827336,0.000012104031,0.0022115635,0.0057146125,0.00017420907,0.00044779663,0.010000272,0.000049832284],"about_ca_topic_score_codex":0.09880034,"about_ca_topic_score_gemma":0.36076987,"teacher_disagreement_score":0.26196954,"about_ca_system_score_codex":0.00005118826,"about_ca_system_score_gemma":0.00074261025,"threshold_uncertainty_score":0.9983334},"labels":[],"label_agreement":null},{"id":"W2761477508","doi":"10.23974/ijol.2017.vol2.2.20","title":"The Experience of International Students at Cross-Border University Libraries","year":2017,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Library science; Perception; Political science; Joint (building); Degree program; State (computer science); Sociology; Medical education; Psychology; Engineering; Computer science; Medicine","score_opus":0.030496289693712465,"score_gpt":0.4091829913335659,"score_spread":0.3786867016398534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761477508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84741145,0.000091498754,0.0001787105,0.02189143,0.005856293,0.00007835599,0.000025993451,0.000014554918,0.12445173],"genre_scores_gemma":[0.9714967,0.00037211567,0.00040371812,0.00047024048,0.00061229797,3.9355422e-7,0.0000029745086,0.000004210792,0.026637346],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978354,0.00009325091,0.00044299383,0.00009021518,0.0013803727,0.00015775018],"domain_scores_gemma":[0.9977427,0.00028548142,0.0011084469,0.00022254881,0.0005226563,0.00011816315],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0007249139,0.00007542881,0.00010960152,0.00012816898,0.001229076,0.0022870428,0.0047787405,0.000057605557,0.0010642685],"category_scores_gemma":[0.00088496687,0.000056894893,0.00012576992,0.00008299993,0.0011135362,0.027667351,0.00052625505,0.00013613421,0.000018508217],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032917442,0.00005098169,0.76872176,0.0000015246573,0.00009757999,0.00002808624,0.019649243,0.000016220714,0.000035998935,0.2023617,0.0033317592,0.0053759464],"study_design_scores_gemma":[0.0004341384,0.000020753563,0.31812918,0.000030076724,0.00000293213,0.0000087057615,0.0040434212,0.000017268949,0.00039786712,0.0015921245,0.67526364,0.0000598848],"about_ca_topic_score_codex":0.000121293386,"about_ca_topic_score_gemma":0.000018574603,"teacher_disagreement_score":0.67193186,"about_ca_system_score_codex":0.00007508861,"about_ca_system_score_gemma":0.00037053344,"threshold_uncertainty_score":0.9998489},"labels":[],"label_agreement":null},{"id":"W2772302346","doi":"10.23974/ijol.2017.vol2.2.54","title":"Editorial: Celebrating One Year Anniversary and Introducing the Third Issue","year":2017,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Library science; Engineering ethics; History; Environmental ethics; Engineering; Philosophy; Computer science","score_opus":0.02428940896084704,"score_gpt":0.2562442632702249,"score_spread":0.2319548543093779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772302346","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008930475,0.00071886176,0.000015375394,0.011183169,0.9444279,0.000058634112,0.0001451531,0.000025986064,0.043335635],"genre_scores_gemma":[0.0020049883,0.00030899502,0.0001697156,0.00018001517,0.98958814,0.0000014156996,0.000060305516,0.000043039352,0.007643355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971785,0.00016586078,0.000646623,0.00022967847,0.0015679252,0.00021143035],"domain_scores_gemma":[0.9952692,0.0017251091,0.0015894272,0.00023792035,0.0010828725,0.00009551332],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019207392,0.00022805155,0.00037638377,0.00022436488,0.0005171894,0.0046934052,0.002001583,0.0004434605,0.00040747735],"category_scores_gemma":[0.005138857,0.0001690295,0.00015612559,0.00001642676,0.00028884277,0.0027319274,0.00028432146,0.0028879547,0.000018979612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086606684,0.000016141468,0.000046314613,0.000028840688,0.00024693794,0.000015201081,0.00870619,0.0000024319024,0.0000051590728,0.007003348,0.98249996,0.0013428769],"study_design_scores_gemma":[0.0004647308,0.000058726462,0.000013706631,0.00068922265,0.000080591606,0.000007143585,0.0025836201,0.0000070758188,0.000006503284,0.003728574,0.99218166,0.00017846195],"about_ca_topic_score_codex":0.00020662499,"about_ca_topic_score_gemma":0.000028237622,"teacher_disagreement_score":0.04516029,"about_ca_system_score_codex":0.00006460346,"about_ca_system_score_gemma":0.0005452319,"threshold_uncertainty_score":0.9994124},"labels":[],"label_agreement":null},{"id":"W2883760242","doi":"10.23974/ijol.2018.vol3.1.74","title":"Guest Editorial on Linked Data","year":2018,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Data science; Information retrieval","score_opus":0.05614285686413608,"score_gpt":0.3297757609103088,"score_spread":0.27363290404617274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883760242","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013604106,0.00016437288,0.006498982,0.0032542986,0.9869187,0.00006301157,0.00019646839,0.0000722201,0.0028183504],"genre_scores_gemma":[0.00026795873,0.0001421991,0.006167951,0.00021564082,0.99237895,0.0000012696588,0.0001905013,0.000029247918,0.00060625497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945277,0.00020051685,0.0009700922,0.00055689027,0.0034616736,0.00028311217],"domain_scores_gemma":[0.99297065,0.0026053458,0.0013546046,0.0014152864,0.0014908077,0.00016328286],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0014169614,0.00032896918,0.0005132161,0.000517576,0.0000654524,0.0014609923,0.017218646,0.0008583254,0.00005056353],"category_scores_gemma":[0.0061876704,0.00026576183,0.00020005742,0.00016334296,0.00011602852,0.0026843038,0.0016126746,0.0015046941,0.00017215949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019167282,0.00009417026,0.000026077276,0.000009364131,0.0002720474,0.0002858347,0.00009347965,0.0000016527001,0.0000056689287,0.001692802,0.99600536,0.0013218672],"study_design_scores_gemma":[0.0009296656,0.00039359563,0.000069056165,0.00033854222,0.000027853646,0.000036627283,0.000010270803,0.000100861296,0.00005718071,0.0048557515,0.99292976,0.000250842],"about_ca_topic_score_codex":0.000019341624,"about_ca_topic_score_gemma":0.0000070586907,"teacher_disagreement_score":0.015605971,"about_ca_system_score_codex":0.00011228339,"about_ca_system_score_gemma":0.0016824148,"threshold_uncertainty_score":0.99997944},"labels":[],"label_agreement":null},{"id":"W2884409723","doi":"10.23974/ijol.2018.vol3.1.64","title":"Represent Changes of Knowledge Organization Systems on the Semantic Web","year":2018,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Simple Knowledge Organization System; Computer science; Knowledge organization; Semantic Web; Information retrieval; Linked data; Controlled vocabulary; World Wide Web; RDF; SPARQL","score_opus":0.04838198376158722,"score_gpt":0.27568229972238056,"score_spread":0.22730031596079334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884409723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66851336,0.0012926167,0.17843528,0.09947249,0.020359235,0.00034005145,0.000009064199,0.00013479758,0.031443093],"genre_scores_gemma":[0.9977682,0.000038751423,0.0006123239,0.0002658554,0.0010589274,8.1030635e-7,5.223796e-7,0.0000064677256,0.00024813175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988713,0.00014581883,0.00033277003,0.000112302776,0.00044033193,0.00009743221],"domain_scores_gemma":[0.9980316,0.0004688683,0.00042289827,0.00026138755,0.0007786247,0.000036627465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005015598,0.000078863624,0.0001425552,0.00021003404,0.00004744094,0.00021057742,0.0017795812,0.000044371613,0.00004521393],"category_scores_gemma":[0.00059707114,0.000048208967,0.000047385874,0.0002883675,0.00008436004,0.00041343056,0.0001745955,0.00010821394,0.00003395286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006773773,0.00023828972,0.02716893,0.0000276166,0.0003169202,0.00007467813,0.0036968691,0.00007551744,0.0051031266,0.9291971,0.028241457,0.0057917773],"study_design_scores_gemma":[0.0049406304,0.004093441,0.3730516,0.0040598526,0.00016560825,0.003073493,0.0042837528,0.085173704,0.36610043,0.06572638,0.08807361,0.0012574862],"about_ca_topic_score_codex":0.000007828692,"about_ca_topic_score_gemma":0.000005685739,"teacher_disagreement_score":0.86347073,"about_ca_system_score_codex":0.000025338113,"about_ca_system_score_gemma":0.00015207632,"threshold_uncertainty_score":0.33069342},"labels":[],"label_agreement":null},{"id":"W2905711227","doi":"10.23974/ijol.2018.vol3.2.94","title":"Shared Next Generation ILSs and Academic Library Consortia: Trends, Opportunities and Challenges","year":2018,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"General partnership; Academic library; Early adopter; Business; Interlibrary loan; First generation; Library science; Political science; Computer science; Sociology; Marketing","score_opus":0.2526507431695413,"score_gpt":0.2828931927058967,"score_spread":0.03024244953635541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905711227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56201714,0.030139165,0.008231633,0.2667819,0.0050048856,0.00017610464,0.00003219538,0.00032276878,0.12729421],"genre_scores_gemma":[0.9780062,0.007716609,0.007689093,0.0018267494,0.0016658793,0.0000024743738,0.000008630267,0.000013926073,0.003070425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889743,0.00006578477,0.00038778418,0.00017874618,0.0003534529,0.00011677599],"domain_scores_gemma":[0.9992524,0.00013441863,0.00026325608,0.00008624575,0.00009951452,0.00016418975],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00015235436,0.00011858708,0.00013951864,0.00052380015,0.00008404571,0.0013192442,0.0006519599,0.000080887985,0.00012866045],"category_scores_gemma":[0.000056737837,0.000101645666,0.00003818583,0.00014559265,0.00011980224,0.012085265,0.00028518616,0.00015101682,0.0000035230753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022448678,0.00006416386,0.019641299,0.000021208945,0.00029796702,0.00021665399,0.0046064216,0.0000018855619,0.0005105858,0.3662491,0.044291764,0.5638744],"study_design_scores_gemma":[0.002878936,0.00092168926,0.21515635,0.00032898667,0.000030454325,0.0023256633,0.0013078004,0.0064589367,0.009097202,0.054204825,0.70647407,0.00081510993],"about_ca_topic_score_codex":4.3299266e-7,"about_ca_topic_score_gemma":5.322474e-7,"teacher_disagreement_score":0.6621823,"about_ca_system_score_codex":0.000009345415,"about_ca_system_score_gemma":0.00017306225,"threshold_uncertainty_score":0.9997175},"labels":[],"label_agreement":null},{"id":"W2905783798","doi":"10.23974/ijol.2018.vol3.2.93","title":"The 9th Shanghai International Library Forum (SILF 2018)","year":2018,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Library science; Political science; Computer science","score_opus":0.027472877227450093,"score_gpt":0.3147072336371996,"score_spread":0.2872343564097495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905783798","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021382042,0.001105479,0.00087607885,0.32429025,0.038944438,0.00012359922,0.000024303758,0.000059992228,0.63243765],"genre_scores_gemma":[0.9035541,0.0018436174,0.0020790556,0.004827917,0.024736768,0.0000066933326,0.000010161114,0.00002899875,0.0629127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980365,0.00014372534,0.00042326085,0.000120013174,0.00100939,0.00026708885],"domain_scores_gemma":[0.99851286,0.00038337876,0.00039232257,0.00010559921,0.0004480549,0.00015777464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005384033,0.00011124725,0.00013344153,0.00013301492,0.0005153238,0.0006165419,0.0017394922,0.00008970328,0.0008390958],"category_scores_gemma":[0.0007517454,0.00007307709,0.00016774569,0.00016139333,0.00058780145,0.002017664,0.00017704508,0.00025532223,0.00011065032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022524835,0.000054828353,0.017049951,9.330757e-7,0.00037332278,0.00006995639,0.010264053,4.311345e-7,0.000030495952,0.16907564,0.76711565,0.03573949],"study_design_scores_gemma":[0.00035771608,0.000068779394,0.0023830384,0.00004711201,0.00001280272,0.000031967866,0.010357941,0.0000040651476,0.00025691104,0.019647755,0.96674514,0.000086797416],"about_ca_topic_score_codex":0.00001908843,"about_ca_topic_score_gemma":0.00015435122,"teacher_disagreement_score":0.9014159,"about_ca_system_score_codex":0.00006367546,"about_ca_system_score_gemma":0.00044340218,"threshold_uncertainty_score":0.91875106},"labels":[],"label_agreement":null},{"id":"W2905839877","doi":"10.23974/ijol.2018.vol3.2.79","title":"A Study of the Information Literacy Needs of Social Work Graduate Students at a mid-sized Canadian university","year":2018,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"University of Windsor","keywords":"Information literacy; Medical education; Work (physics); Literacy; Higher education; Quality (philosophy); Library science; Psychology; Sociology; Pedagogy; Political science; Computer science; Engineering; Medicine","score_opus":0.0592238303308757,"score_gpt":0.3574125413603278,"score_spread":0.2981887110294521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905839877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94816816,0.0000050327058,0.000011096755,0.03072308,0.0020737662,0.0001323208,0.000009877054,0.0000038134938,0.01887286],"genre_scores_gemma":[0.9969973,0.0000043525624,0.00004461771,0.0003237685,0.00046104557,3.4154667e-7,0.0000016804664,0.0000031955426,0.002163715],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980663,0.0005428933,0.00035582413,0.000035159228,0.0008911878,0.000108628316],"domain_scores_gemma":[0.9976969,0.00027377947,0.0008321775,0.0000665781,0.0010290985,0.000101489306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008798276,0.000055895987,0.000119146556,0.00030743447,0.0005338535,0.00012958294,0.0009876018,0.000057887366,0.0006897237],"category_scores_gemma":[0.00059641973,0.000048889557,0.00009618331,0.0010889005,0.00017766574,0.001468847,0.00007536328,0.0001589914,0.00001637536],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065071054,0.0002832925,0.3841903,0.0000026865143,0.00029887684,0.0000042860697,0.58390564,0.000002104958,0.0000070207134,0.0155916205,0.011487936,0.0035755078],"study_design_scores_gemma":[0.0011691615,0.00007290538,0.69443095,0.000027733655,0.000050348528,0.0000026014498,0.11978153,4.595222e-7,0.00004072351,0.0006557516,0.18370542,0.00006245115],"about_ca_topic_score_codex":0.0074385493,"about_ca_topic_score_gemma":0.009394682,"teacher_disagreement_score":0.4641241,"about_ca_system_score_codex":0.0002771118,"about_ca_system_score_gemma":0.0012202436,"threshold_uncertainty_score":0.999171},"labels":[],"label_agreement":null},{"id":"W2964921386","doi":"10.23974/ijol.2019.vol4.1.136","title":"Editorial: Launching the Sixth Issue with a Strengthened Partnership with Shanghai International Library Forum","year":2019,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"General partnership; Political science; Library science; Computer science; Law","score_opus":0.008269765763967053,"score_gpt":0.22496939470860453,"score_spread":0.21669962894463748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964921386","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009425134,0.00022258975,0.003666018,0.01783941,0.9366524,0.00024995542,0.00006354754,0.00015302427,0.04105878],"genre_scores_gemma":[0.0028660481,0.00012223788,0.0041644196,0.0009453539,0.966261,0.000018312709,0.00018212973,0.000099348435,0.025341138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99352545,0.00021930851,0.00093237293,0.00056326133,0.004316123,0.00044346307],"domain_scores_gemma":[0.9942889,0.0025718508,0.001579172,0.00055062113,0.0007670482,0.00024240845],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0004903499,0.0005570727,0.0005508621,0.0008049328,0.00016308193,0.0063528395,0.0076469406,0.00046304453,0.00026309615],"category_scores_gemma":[0.00050262397,0.0003243658,0.000265533,0.0006268061,0.00012471587,0.011192869,0.0008672161,0.0015797941,0.00005520397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011357381,0.00009849305,0.0013707025,0.000016805705,0.0009064347,0.00013896005,0.00064606074,0.0001461649,0.0000013811903,0.0030057798,0.9901726,0.0023608832],"study_design_scores_gemma":[0.0018683842,0.00050227693,0.00009297684,0.0005818172,0.000035883895,0.000080757454,0.0002148861,0.00017788103,0.00010610158,0.0026783631,0.9932075,0.00045316244],"about_ca_topic_score_codex":0.0000073304213,"about_ca_topic_score_gemma":0.0000060031653,"teacher_disagreement_score":0.029608585,"about_ca_system_score_codex":0.00014001424,"about_ca_system_score_gemma":0.0033876917,"threshold_uncertainty_score":0.99992085},"labels":[],"label_agreement":null},{"id":"W2997345493","doi":"10.23974/ijol.2019.vol4.2.154","title":"Editorial: Celebrating Three Year Anniversary and Launching the Seventh Issue","year":2019,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Library science; History; Political science; Computer science","score_opus":0.015042423920004334,"score_gpt":0.2368073887596312,"score_spread":0.22176496483962688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997345493","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022474618,0.0007383916,0.00003840007,0.00521358,0.9664513,0.000076237826,0.00018487828,0.000026247906,0.027046222],"genre_scores_gemma":[0.0030769159,0.00012438752,0.00010663829,0.00022710339,0.99100447,0.000001162919,0.00006991358,0.00004918316,0.0053402004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972424,0.0001560034,0.00062529685,0.00020174592,0.0015694418,0.00020513205],"domain_scores_gemma":[0.9955346,0.0024158347,0.0010550824,0.00014700314,0.0007654441,0.000082058024],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014959878,0.00023438902,0.00033577986,0.00021822358,0.00021925467,0.0024369706,0.0014163095,0.0004162165,0.0005460109],"category_scores_gemma":[0.0018058217,0.00016507965,0.00017706834,0.000028789547,0.00013934125,0.0021392081,0.0002306645,0.0026503827,0.00003258999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007140419,0.000012532,0.00016280232,0.00003167476,0.00021311354,0.000015216122,0.006972568,0.0000069150456,0.0000019994338,0.008982203,0.98246604,0.001063542],"study_design_scores_gemma":[0.00049492833,0.000054888897,0.000015682095,0.000579435,0.00006262588,0.000010014716,0.0028475563,0.000024877421,0.0000017153781,0.003956943,0.99177116,0.00018019244],"about_ca_topic_score_codex":0.00016142048,"about_ca_topic_score_gemma":0.000042297597,"teacher_disagreement_score":0.024553198,"about_ca_system_score_codex":0.00007203693,"about_ca_system_score_gemma":0.0005050486,"threshold_uncertainty_score":0.99965054},"labels":[],"label_agreement":null},{"id":"W2998500295","doi":"10.23974/ijol.2019.vol4.2.138","title":"Usage Analysis of University of Manitoba Licensed Databases via EZproxy’s Logs","year":2019,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Vendor; Database; Database transaction; Transaction log; Computer science; Point (geometry); Order (exchange); Resource (disambiguation); World Wide Web; Business","score_opus":0.0350747134937248,"score_gpt":0.2567521560531434,"score_spread":0.2216774425594186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998500295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.779422,0.00002948458,0.21731786,0.0006942142,0.0005133398,0.00006385009,0.000057768073,0.000009855914,0.0018916496],"genre_scores_gemma":[0.99115735,0.000021423948,0.008463098,0.0001010612,0.00003472231,4.254592e-8,0.000014370418,0.0000024073063,0.00020554833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985833,0.0000951994,0.0004169376,0.00008831894,0.0007222873,0.000093966824],"domain_scores_gemma":[0.99829733,0.00022073014,0.000622469,0.000216877,0.00057283056,0.0000697492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051262893,0.00006766898,0.0002318431,0.0007275513,0.000021131505,0.000050508246,0.0014357978,0.00003315557,0.0004055409],"category_scores_gemma":[0.000056653662,0.00006136628,0.0002187364,0.00061078276,0.00004533091,0.0020865058,0.0001977471,0.00013538229,0.000020309968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015785791,0.0009501056,0.7891609,0.000100955716,0.0049404097,0.00039984935,0.0055225794,0.004722102,0.027439214,0.114580296,0.0019099124,0.048695102],"study_design_scores_gemma":[0.0017292284,0.00031306152,0.945082,0.00013212196,0.00027346,0.00006468033,0.0007634031,0.030524835,0.015731428,0.00065457734,0.0045157075,0.00021548131],"about_ca_topic_score_codex":0.00009449953,"about_ca_topic_score_gemma":0.000020143805,"teacher_disagreement_score":0.21173535,"about_ca_system_score_codex":0.0000342848,"about_ca_system_score_gemma":0.0001788807,"threshold_uncertainty_score":0.44403884},"labels":[],"label_agreement":null},{"id":"W3044755429","doi":"10.23974/ijol.2020.vol5.1.159","title":"Development of a Web-Based GIS Learning Module for Community Asset Mapping to Enhance Service Learning in Social Work Education","year":2020,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"University of Windsor; Michigan State University","keywords":"Practicum; Service-learning; Popularity; Social learning; Experiential learning; Service (business); Knowledge management; Active learning (machine learning); Social work; Computer science; Sociology; Pedagogy; Psychology; Business; Marketing; Political science","score_opus":0.11811054642352925,"score_gpt":0.3600262716923446,"score_spread":0.24191572526881533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044755429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363332,0.000030618954,0.011313395,0.048403442,0.0003093321,0.00015143957,0.0000022744327,0.000033943546,0.003422364],"genre_scores_gemma":[0.97555345,0.0000028946527,0.021876253,0.0020810778,0.00035113638,0.000014652957,0.000018855651,0.000011663495,0.0000899831],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974411,0.0012643493,0.0005193691,0.000088390734,0.00051804906,0.00016875133],"domain_scores_gemma":[0.99832344,0.0005676586,0.0004904612,0.00005854101,0.0004446516,0.0001152459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002360244,0.00009496014,0.00019465959,0.00018838234,0.000659962,0.00014443709,0.000949279,0.000073268544,0.00007908336],"category_scores_gemma":[0.0009260356,0.00010987598,0.000076071876,0.0007710249,0.000023954664,0.000343133,0.000116389696,0.00086804625,0.0000067898573],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011643909,0.00089596753,0.17791554,0.00024135628,0.00029499934,0.000005431375,0.56390905,0.028288366,0.0023558072,0.006048075,0.0017295411,0.2171515],"study_design_scores_gemma":[0.0021246474,0.0003095042,0.19100581,0.0016218111,0.000034595232,0.0000015055609,0.24756019,0.0020281526,0.0020763022,0.0015220724,0.55116993,0.0005454572],"about_ca_topic_score_codex":0.0002245365,"about_ca_topic_score_gemma":0.00040557506,"teacher_disagreement_score":0.5494404,"about_ca_system_score_codex":0.00022134282,"about_ca_system_score_gemma":0.0013782636,"threshold_uncertainty_score":0.50759614},"labels":[],"label_agreement":null},{"id":"W3044920427","doi":"10.23974/ijol.2020.vol5.1.161","title":"Food Deserts or Food Swamps?","year":2020,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Disadvantaged; Windsor; Geography; Socioeconomic status; Zoning; Neighbourhood (mathematics); Environmental health; Socioeconomics; Food systems; Swamp; Business; Agriculture; Food security; Economic growth; Medicine; Population; Political science; Ecology; Economics","score_opus":0.08195653655998969,"score_gpt":0.2991808076092379,"score_spread":0.21722427104924819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044920427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477952,0.00011781013,0.00088109187,0.044435795,0.00084005896,0.00012959269,0.000030318535,0.000047500078,0.005722597],"genre_scores_gemma":[0.99045914,0.000016696986,0.0015226798,0.0045908107,0.0032210597,0.0000017099741,0.000007273528,0.000030674113,0.0001499652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982878,0.0000645659,0.000449398,0.00016474511,0.0008595888,0.000173929],"domain_scores_gemma":[0.9985964,0.0002505462,0.0003063552,0.000117102354,0.00032695202,0.00040264524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012321546,0.00015333119,0.00034581032,0.00013167315,0.000026521539,0.00011600308,0.00051590917,0.00008155402,0.0006148208],"category_scores_gemma":[0.0006612999,0.00011358519,0.0002526964,0.00019232405,0.000050230716,0.0008695437,0.00012658931,0.00047020565,0.0000619536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013922084,0.015182404,0.8021363,0.0003748047,0.0066427714,0.004570613,0.0029545208,0.000106554944,0.008227157,0.080911875,0.045403104,0.019567784],"study_design_scores_gemma":[0.009731032,0.019772923,0.8508244,0.0006262762,0.0003545881,0.0018395875,0.00049987494,0.00047333812,0.040513273,0.031404667,0.043418165,0.0005418433],"about_ca_topic_score_codex":0.0000015410549,"about_ca_topic_score_gemma":0.000002638308,"teacher_disagreement_score":0.04950721,"about_ca_system_score_codex":0.000061175284,"about_ca_system_score_gemma":0.0002961072,"threshold_uncertainty_score":0.67318565},"labels":[],"label_agreement":null},{"id":"W4200373115","doi":"10.23974/ijol.2021.vol6.2.204","title":"Virtualization of Research Data Services during the COVID-19 Pandemic as an Opportunity to Enhance Research Data Support","year":2021,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Service (business); Service delivery framework; Data as a service; World Wide Web; Computer science; Coronavirus disease 2019 (COVID-19); Business; Marketing; Medicine","score_opus":0.8286677096185385,"score_gpt":0.6533455342779906,"score_spread":0.17532217534054795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200373115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78192174,0.00046755167,0.02380514,0.17070341,0.002917508,0.00069077755,0.0047108047,0.000049352206,0.014733738],"genre_scores_gemma":[0.98953813,0.00030652242,0.000984077,0.0042454368,0.0007434634,0.0000032781977,0.000923289,0.0000147223445,0.0032410752],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98594576,0.0042101317,0.001404089,0.0006961151,0.007428732,0.00031514833],"domain_scores_gemma":[0.98378396,0.006550799,0.0007541051,0.0042304825,0.0038370362,0.00084362994],"candidate_categories":["metaresearch","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.057285927,0.00010617899,0.0002474731,0.0008981143,0.00031962665,0.0016018881,0.017789103,0.00007597772,0.003258499],"category_scores_gemma":[0.046505738,0.0000761448,0.000047007663,0.0015316355,0.00025849024,0.006195166,0.008682891,0.00066740165,0.00011587795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004271119,0.002238045,0.16116774,0.0003230715,0.0010667384,0.0034699296,0.020321116,0.00096703897,0.010069631,0.20917363,0.4762714,0.11066055],"study_design_scores_gemma":[0.000572363,0.00024072207,0.012903942,0.00017145227,0.000019095452,0.00042018667,0.026074719,0.00074366725,0.0028437865,0.1186316,0.8372026,0.0001758395],"about_ca_topic_score_codex":0.0004038329,"about_ca_topic_score_gemma":0.0009581565,"teacher_disagreement_score":0.36093125,"about_ca_system_score_codex":0.00011255487,"about_ca_system_score_gemma":0.0029224236,"threshold_uncertainty_score":0.99943453},"labels":[],"label_agreement":null},{"id":"W4200614329","doi":"10.23974/ijol.2021.vol6.2.194","title":"Implementation of a secure room booking system at the University of Manitoba Libraries","year":2021,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Service (business); Interface (matter); Computer science; Library classification; World Wide Web; Multimedia; Operating system; Business","score_opus":0.02450468109127729,"score_gpt":0.2907464385159924,"score_spread":0.2662417574247151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200614329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97114754,0.00061333575,0.00116905,0.012722976,0.0008765559,0.000060351467,0.000033160133,0.000012350281,0.013364695],"genre_scores_gemma":[0.9976583,0.000068132606,0.0013373899,0.000040504052,0.0004210173,6.584334e-8,0.0000064816163,0.0000044491717,0.00046361977],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9987723,0.00028782323,0.00027013672,0.00006062068,0.00052711926,0.000081973965],"domain_scores_gemma":[0.9987784,0.00023153811,0.00054045155,0.000059574562,0.00035235737,0.000037657814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043012423,0.000045744404,0.00011703675,0.000073368086,0.00014492233,0.00006493494,0.00040910798,0.00004286208,0.0006787981],"category_scores_gemma":[0.00007118458,0.000038979793,0.00011468997,0.00013706082,0.00008430143,0.0007279892,0.00009312688,0.00013017925,0.000002546488],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032750136,0.000107927575,0.50262076,0.00009409877,0.00079361437,0.00044788347,0.032878418,0.00030072487,0.0025869063,0.40910316,0.007646581,0.04309242],"study_design_scores_gemma":[0.0013933199,0.00010067072,0.08167801,0.00053512823,0.00013088457,0.00011081323,0.5923925,0.000047904214,0.017429885,0.0037931467,0.30223665,0.00015109825],"about_ca_topic_score_codex":0.00032403498,"about_ca_topic_score_gemma":0.0021723555,"teacher_disagreement_score":0.5595141,"about_ca_system_score_codex":0.00008917964,"about_ca_system_score_gemma":0.00088291324,"threshold_uncertainty_score":0.74323636},"labels":[],"label_agreement":null},{"id":"W4285800145","doi":"10.23974/ijol.2022.vol7.1.231","title":"Trends, Challenges and Opportunities at University of Manitoba Libraries during the COVID Pandemic","year":2022,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Service (business); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Library science; Service model; 2019-20 coronavirus outbreak; Political science; Public relations; Business; Sociology; Computer science; Medicine; Marketing; Virology","score_opus":0.15053557877866358,"score_gpt":0.28110090139582083,"score_spread":0.13056532261715725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285800145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91215223,0.002035268,0.000008549065,0.06396082,0.00060772995,0.00003643464,0.000033994012,0.000016560418,0.021148385],"genre_scores_gemma":[0.9932882,0.0026239015,0.000045713114,0.00027265018,0.00024385893,2.574901e-7,0.0000033747904,0.0000031786076,0.0035188317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988317,0.00027803634,0.00017221039,0.00007498742,0.00055229344,0.000090790454],"domain_scores_gemma":[0.99929655,0.00022446437,0.00029952198,0.000052460568,0.000045735353,0.00008128791],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052679126,0.0000490002,0.00008520385,0.0001508175,0.00053230487,0.00009123677,0.000693959,0.000023871105,0.00092965574],"category_scores_gemma":[0.00004257791,0.000041700932,0.000058545193,0.00007854275,0.0003501961,0.0019054551,0.00019699449,0.00013105408,6.024149e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009495469,0.0001660977,0.19173405,0.000024448333,0.0002469904,0.000496766,0.11197439,0.00010476487,0.00047897504,0.6476936,0.00694842,0.03918199],"study_design_scores_gemma":[0.00070933066,0.00020059402,0.20727241,0.000025331106,0.00002282289,0.00026745832,0.18093927,0.000013988295,0.00014952522,0.01827301,0.5919806,0.00014567417],"about_ca_topic_score_codex":0.00007202,"about_ca_topic_score_gemma":0.0002944096,"teacher_disagreement_score":0.6294206,"about_ca_system_score_codex":0.000059336053,"about_ca_system_score_gemma":0.00037540082,"threshold_uncertainty_score":0.9999836},"labels":[],"label_agreement":null},{"id":"W4381614611","doi":"10.23974/ijol.2023.vol8.2.300","title":"Creating a Forum for Library Professionals","year":2023,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Windsor; Toronto Metropolitan University","funders":"","keywords":"Diversity (politics); Public relations; Political science; Professional development; Library science; Sociology; Pedagogy; Computer science","score_opus":0.0468049084537336,"score_gpt":0.3701679760240912,"score_spread":0.3233630675703576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614611","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1147355,0.0002669228,0.0042341915,0.57281005,0.013698655,0.0007860151,0.00017487528,0.00047466793,0.29281914],"genre_scores_gemma":[0.90765935,0.00017178478,0.014043977,0.02385575,0.006063558,0.000030257035,0.000114768874,0.00003487029,0.04802567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983195,0.00009767304,0.00053306343,0.00008325167,0.0007252609,0.00024121586],"domain_scores_gemma":[0.99838406,0.00075426017,0.00042626244,0.0000675278,0.00021482556,0.0001530674],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00083006633,0.00007192944,0.000120650395,0.00044038036,0.0002867115,0.0006175134,0.0009993091,0.000068754984,0.00076433615],"category_scores_gemma":[0.00081017957,0.000059253594,0.0001582091,0.0004926485,0.00008140475,0.026999505,0.000082708415,0.0001230576,0.000070363596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001217931,0.00004558303,0.017952356,0.000009235776,0.000054717377,0.000020338875,0.014046051,0.000035459987,0.000042596854,0.5989884,0.35174036,0.01694311],"study_design_scores_gemma":[0.0005109953,0.00006109045,0.005788709,0.00013858406,0.000004242613,0.000008304724,0.016948074,0.00033974223,0.00032708023,0.046952702,0.9288165,0.000104003586],"about_ca_topic_score_codex":0.0000070617675,"about_ca_topic_score_gemma":5.757304e-7,"teacher_disagreement_score":0.79292387,"about_ca_system_score_codex":0.000020459327,"about_ca_system_score_gemma":0.0007792948,"threshold_uncertainty_score":0.98660934},"labels":[],"label_agreement":null},{"id":"W4381614613","doi":"10.23974/ijol.2023.vol8.2.305","title":"Retrospect and Prospect","year":2023,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; University of Windsor","funders":"","keywords":"Promotion (chess); Library science; Political science; Sustainability; Public relations; Sociology; Engineering ethics; Engineering; Computer science","score_opus":0.014361459196634568,"score_gpt":0.2391792065495317,"score_spread":0.22481774735289714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78273916,0.0011079122,0.028609775,0.13444147,0.008926971,0.00018693869,0.000016037939,0.0005819647,0.043389797],"genre_scores_gemma":[0.9909266,0.000089351175,0.006918651,0.00079052354,0.00066533004,7.4040724e-7,0.000001714375,0.0000073449005,0.00059974904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99903846,0.000037748487,0.00026231975,0.00012403817,0.00041858197,0.000118851734],"domain_scores_gemma":[0.9994157,0.00011415892,0.00017952712,0.00012724657,0.00007374037,0.000089633024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002841123,0.00007299051,0.00010990495,0.00029810818,0.00003347063,0.0005765472,0.0013383597,0.000034147317,0.000053657735],"category_scores_gemma":[0.000040324125,0.000059303522,0.000049343435,0.00028785336,0.000022668863,0.00308247,0.00024615784,0.00014142925,0.00004890159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070215305,0.000053205935,0.15368143,0.000016305303,0.00018818317,0.0010935391,0.0014589007,0.000055519828,0.0013235445,0.7989177,0.021612644,0.021528786],"study_design_scores_gemma":[0.0009776686,0.0002655708,0.76336503,0.00009372892,0.000006764226,0.000657854,0.00009182559,0.005142724,0.0027529174,0.18306683,0.043371577,0.00020753541],"about_ca_topic_score_codex":0.0000023978457,"about_ca_topic_score_gemma":5.603633e-7,"teacher_disagreement_score":0.6158509,"about_ca_system_score_codex":0.00001099005,"about_ca_system_score_gemma":0.00008062291,"threshold_uncertainty_score":0.5559658},"labels":[],"label_agreement":null},{"id":"W4381614768","doi":"10.23974/ijol.2023.vol8.2.293","title":"Our Journey of Building Trust","year":2023,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Context (archaeology); Public relations; Team building; Focus (optics); Sociology; Knowledge management; Political science; Management; Computer science","score_opus":0.08853429579776334,"score_gpt":0.38391800605219695,"score_spread":0.2953837102544336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7673518,0.00014841228,0.0020555696,0.12631191,0.010230147,0.0001425265,0.00003668961,0.00010872555,0.09361422],"genre_scores_gemma":[0.9939524,0.00012879363,0.0014386526,0.0010670776,0.0013830431,5.2898605e-7,0.0000035163478,0.000005511279,0.0020204675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808437,0.000104700244,0.00059321243,0.00005918394,0.0009904789,0.00016805138],"domain_scores_gemma":[0.9987405,0.00014389196,0.0005678459,0.000070245216,0.00033930235,0.00013824963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013098976,0.000060099173,0.00012940227,0.00058086397,0.00010585978,0.00029955598,0.0010903046,0.000053753327,0.0003342399],"category_scores_gemma":[0.0006744101,0.0000516169,0.0001360655,0.0006328082,0.00006830625,0.01319826,0.000060319147,0.0001519745,0.000046346653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012478899,0.000070355134,0.086438626,0.0000129192895,0.00013820417,0.000093377435,0.028757267,0.0004488817,0.0008497385,0.76685023,0.09014797,0.026067613],"study_design_scores_gemma":[0.0011629604,0.00014351665,0.0769038,0.00028594697,0.00001596072,0.00006054113,0.035265766,0.0006746899,0.0034570002,0.06358258,0.81819785,0.00024940708],"about_ca_topic_score_codex":0.000026495749,"about_ca_topic_score_gemma":7.542679e-7,"teacher_disagreement_score":0.7280499,"about_ca_system_score_codex":0.000031905365,"about_ca_system_score_gemma":0.0004916132,"threshold_uncertainty_score":0.95684195},"labels":[],"label_agreement":null},{"id":"W4381614789","doi":"10.23974/ijol.2023.vol8.2.279","title":"Chinese Canadian Librarians","year":2023,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Mentorship; Race (biology); Representation (politics); Perception; Work (physics); Psychology; Immigration; Ethnic group; Underrepresented Minority; Medical education; Public relations; Sociology; Political science; Gender studies; Medicine; Politics; Engineering","score_opus":0.0450719757479643,"score_gpt":0.34183506476866243,"score_spread":0.29676308902069815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52002364,0.00006346841,0.00013445989,0.1740419,0.0075686546,0.00010780148,0.00003559503,0.00011997644,0.29790452],"genre_scores_gemma":[0.9907181,0.0000893411,0.00032038652,0.0015588736,0.0024917119,0.0000010254975,0.000015328307,0.0000089438,0.004796258],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847144,0.00012108262,0.0003159057,0.00009946616,0.0007319077,0.0002602065],"domain_scores_gemma":[0.9990017,0.00018181781,0.0001751661,0.000079953614,0.00014912113,0.00041228876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075043185,0.00007497373,0.00010221266,0.0006220619,0.00021754758,0.00065064774,0.0011135418,0.00007989167,0.0011372713],"category_scores_gemma":[0.0005433368,0.00006436624,0.00010538488,0.000808612,0.00012174634,0.0046045943,0.000029727666,0.00016054175,0.00023728353],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069183545,0.000055626013,0.58579135,0.0000035582377,0.0001122511,0.0012152062,0.017884994,0.00011498644,0.00023101766,0.25330862,0.12921983,0.011993394],"study_design_scores_gemma":[0.00043563513,0.00007528286,0.33209914,0.00004671303,0.000007007021,0.000044623997,0.0044571725,0.0000944193,0.00008444298,0.07452722,0.5879356,0.0001927116],"about_ca_topic_score_codex":0.0055422084,"about_ca_topic_score_gemma":0.012413748,"teacher_disagreement_score":0.47069448,"about_ca_system_score_codex":0.000061729465,"about_ca_system_score_gemma":0.00267436,"threshold_uncertainty_score":0.9997758},"labels":[],"label_agreement":null},{"id":"W4391383103","doi":"10.23974/ijol.2024.vol8.4.341","title":"Impact of Transformative Agreements on Publication Patterns","year":2024,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Transformative learning; Political science; Sociology; Pedagogy","score_opus":0.1330272802164257,"score_gpt":0.4625819793798662,"score_spread":0.3295546991634405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391383103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9111219,0.00019447855,0.027438074,0.020051843,0.003443773,0.00010927863,0.00029555632,0.00002322099,0.037321847],"genre_scores_gemma":[0.99825436,0.00002754818,0.00013161251,0.00030531205,0.000535686,0.0000012695948,0.000013922587,0.000008808476,0.00072146783],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959556,0.00017803648,0.0011612147,0.00016496719,0.002416208,0.00012397398],"domain_scores_gemma":[0.99696606,0.001142238,0.00063855055,0.00016331526,0.00096835586,0.00012147001],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027548105,0.00010822905,0.0002123735,0.0011400107,0.00002597253,0.0020494177,0.0028880325,0.00008824103,0.001739091],"category_scores_gemma":[0.0023424048,0.00006575159,0.00034638343,0.0005500092,0.000039611677,0.007931674,0.00007280164,0.00045892253,0.000088707035],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006478384,0.00029318695,0.28011712,0.000014418437,0.0011027965,0.00010320755,0.006691668,0.0005882075,0.00041067452,0.040568933,0.23847437,0.43098757],"study_design_scores_gemma":[0.0014324173,0.00081049284,0.84725034,0.0008734983,0.00004309483,0.000255703,0.0011918234,0.0036839342,0.0032907315,0.10891734,0.031950913,0.00029973403],"about_ca_topic_score_codex":0.000024561057,"about_ca_topic_score_gemma":0.0000011043268,"teacher_disagreement_score":0.5671332,"about_ca_system_score_codex":0.0001132319,"about_ca_system_score_gemma":0.00037661815,"threshold_uncertainty_score":0.99917346},"labels":[],"label_agreement":null},{"id":"W4391383122","doi":"10.23974/ijol.2024.vol8.4.369","title":"Guest Editorial: Navigating the Global Landscape of Scholarly Communication: A Special Issue Exploration","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Engineering","score_opus":0.025858667472795444,"score_gpt":0.3669872914293651,"score_spread":0.3411286239565696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391383122","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007188207,0.0011422251,0.000041604137,0.042690177,0.92272866,0.00017073884,0.00018025405,0.000028605404,0.032945853],"genre_scores_gemma":[0.002906624,0.0011845551,0.0003525373,0.0001143069,0.99405354,0.000013069028,0.00021246268,0.000026354794,0.0011365551],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939293,0.0008834252,0.0011524768,0.00020359381,0.0036509691,0.00018019177],"domain_scores_gemma":[0.99136895,0.0014015932,0.0016778682,0.00032597067,0.0051039737,0.00012167403],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033206719,0.00020546636,0.00032729493,0.00016033722,0.00031271327,0.0034522144,0.0026294931,0.0006874353,0.00044834055],"category_scores_gemma":[0.007301358,0.00016865013,0.00022485011,0.0007394303,0.00028435703,0.0049797655,0.00016153623,0.0019718455,0.00007310115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010964336,0.000071437535,0.00016121015,0.000016035025,0.00017241623,0.0000058384658,0.010393962,0.0000127612075,0.0000016353083,0.015820784,0.971294,0.001940298],"study_design_scores_gemma":[0.0003240796,0.000056681944,0.00002679289,0.0006939492,0.000081768245,0.000002730927,0.009915973,0.0000032121263,0.0000133544545,0.019853821,0.9688873,0.00014029405],"about_ca_topic_score_codex":0.00030585728,"about_ca_topic_score_gemma":0.0005168752,"teacher_disagreement_score":0.07132488,"about_ca_system_score_codex":0.00047854733,"about_ca_system_score_gemma":0.0054791463,"threshold_uncertainty_score":0.9975823},"labels":[],"label_agreement":null},{"id":"W4391383141","doi":"10.23974/ijol.2024.vol8.4.339","title":"Equity, Diversity, and Inclusion in Institutional Research Data Management Strategies","year":2024,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capilano University","funders":"","keywords":"Equity (law); Inclusion (mineral); Diversity (politics); Business; Political science; Sociology; Social science; Anthropology","score_opus":0.4683888467784944,"score_gpt":0.4958613772988151,"score_spread":0.02747253052032067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391383141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04987548,0.0056213383,0.63339305,0.13520092,0.0044942815,0.00047410492,0.000075025324,0.000111170215,0.17075466],"genre_scores_gemma":[0.9869667,0.0022442462,0.010147505,0.00014334328,0.0002363091,0.0000012103985,0.000014994301,0.000004257674,0.00024140232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996234,0.00026920295,0.0003178558,0.00033504117,0.0026349444,0.00020894362],"domain_scores_gemma":[0.9987124,0.00052354776,0.00007705365,0.00043748142,0.00015794042,0.00009153983],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":["scholarly_communication","open_science"],"category_scores_codex":[0.007328619,0.00007634053,0.00008940549,0.0014282103,0.0005334318,0.006189485,0.010809975,0.000034581903,0.00002083252],"category_scores_gemma":[0.00027435637,0.000066426655,0.000023147737,0.00058934855,0.00012304012,0.07438485,0.28610975,0.00052506867,0.000008220314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039526833,0.00006686256,0.0011158003,0.000053996268,0.00011015955,0.0034141345,0.0008398046,0.00006770614,0.000027097423,0.931777,0.0021206457,0.060367238],"study_design_scores_gemma":[0.00086106453,0.00014041658,0.029352475,0.0008385819,0.00001346948,0.0003413612,0.0007366616,0.022555625,0.000043754593,0.82030165,0.1246314,0.0001835525],"about_ca_topic_score_codex":0.00007069445,"about_ca_topic_score_gemma":0.000027200058,"teacher_disagreement_score":0.93709123,"about_ca_system_score_codex":0.00013817969,"about_ca_system_score_gemma":0.00030604363,"threshold_uncertainty_score":0.9948422},"labels":[],"label_agreement":null},{"id":"W4396230732","doi":"10.23974/ijol.2024.vol9.1.379","title":"Editorial: Celebrating the Ninth Year of Publishing of the Journal","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ninth; Publishing; Library science; History; Media studies; Political science; Sociology; Computer science; Law; Physics","score_opus":0.051360898183364236,"score_gpt":0.37038101817219415,"score_spread":0.3190201199888299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396230732","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007569698,0.0008876171,0.00042900388,0.013257658,0.9768659,0.000092983595,0.00026189839,0.000008434646,0.007439572],"genre_scores_gemma":[0.031940147,0.00013358853,0.00025971443,0.00014113971,0.96452343,9.678729e-7,0.00000888521,0.000046853824,0.0029452955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97942626,0.0014402826,0.0037154187,0.0003046206,0.01481561,0.00029782913],"domain_scores_gemma":[0.96073914,0.019865308,0.01006557,0.00076616474,0.008351414,0.00021239363],"candidate_categories":["metaresearch","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.027521921,0.00030428517,0.00077233167,0.0009210388,0.00018109946,0.0101413,0.02232259,0.0010046129,0.0003474975],"category_scores_gemma":[0.12343771,0.00014452587,0.0008429769,0.00113679,0.00034972577,0.009082367,0.0016906579,0.007669046,0.000014891039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017528547,0.000028815926,0.00100358,0.000014658783,0.00032779592,0.000010919268,0.001204228,0.000114669354,0.000041303527,0.0016192714,0.9932315,0.0022280223],"study_design_scores_gemma":[0.00049199717,0.00006461557,0.00022998167,0.0010390938,0.00011169835,0.000074233365,0.0016450644,0.000050646915,0.00026521683,0.045937337,0.9499492,0.00014092652],"about_ca_topic_score_codex":0.000077065255,"about_ca_topic_score_gemma":0.0000141029195,"teacher_disagreement_score":0.09591579,"about_ca_system_score_codex":0.00016514909,"about_ca_system_score_gemma":0.0043086167,"threshold_uncertainty_score":0.9946203},"labels":[],"label_agreement":null},{"id":"W4399853578","doi":"10.23974/ijol.2024.vol9.2.364","title":"Extending the Conversation","year":2024,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Conversation; Psychology; Communication","score_opus":0.06993357421081492,"score_gpt":0.31331064981941226,"score_spread":0.24337707560859734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399853578","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025327355,0.0047135525,0.018222462,0.09286568,0.0068931673,0.00014142496,0.00005189826,0.000075373384,0.85170907],"genre_scores_gemma":[0.9904542,0.000067068715,0.000048362857,0.0002195088,0.0029719651,0.0000011308164,0.0000025086367,0.0000070188294,0.006228267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992692,0.00005359069,0.00018808745,0.00004796567,0.00037157556,0.00006957245],"domain_scores_gemma":[0.9993525,0.00035366853,0.000058430236,0.000038823877,0.00016605332,0.00003052481],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003443073,0.000044228018,0.000052370015,0.00011922755,0.00007052844,0.000748227,0.00031160918,0.0000122248675,0.005534083],"category_scores_gemma":[0.000087382425,0.000024989948,0.000074821015,0.000022568955,0.0001379179,0.0007089811,0.000027604963,0.00017315027,0.00012108667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029321569,0.000009506285,0.0002809639,0.00000448229,0.00012428142,0.00008944209,0.0066779037,0.0000029609103,0.000030159961,0.954478,0.0177445,0.02052846],"study_design_scores_gemma":[0.00017052857,0.00006584666,0.0014191122,0.00015222498,0.000022464315,0.00010544921,0.011351002,0.0008793288,0.00019465642,0.049713597,0.9358643,0.00006146745],"about_ca_topic_score_codex":0.000010768324,"about_ca_topic_score_gemma":0.000003892956,"teacher_disagreement_score":0.9651268,"about_ca_system_score_codex":0.000033108667,"about_ca_system_score_gemma":0.000095632924,"threshold_uncertainty_score":0.995375},"labels":[],"label_agreement":null},{"id":"W4399872242","doi":"10.23974/ijol.2024.vol9.2.358","title":"The Founding of Film in Museums","year":2024,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Cinema and Media Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Royal British Columbia Museum","funders":"","keywords":"Art; Visual arts; Art history","score_opus":0.04945529979914744,"score_gpt":0.26262352492867735,"score_spread":0.21316822512952993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399872242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67837346,0.066606574,0.004134574,0.07354677,0.037255917,0.00017711423,0.000103578735,0.000027176877,0.13977486],"genre_scores_gemma":[0.99726754,0.0010736859,0.00017497962,0.000074572046,0.0006203323,0.0000014497449,7.756211e-7,0.000007001738,0.0007796858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992094,0.00000924094,0.00056973915,0.000065519904,0.000065329456,0.000080767466],"domain_scores_gemma":[0.99929374,0.00038242844,0.00021032568,0.00005414729,0.000036209098,0.00002315095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005467098,0.00004761131,0.00014518356,0.00029546945,0.000017408518,0.000111180285,0.00031565726,0.00002531224,0.000101921876],"category_scores_gemma":[0.00034666786,0.00003627732,0.000101283986,0.00013034492,0.000036219448,0.00035167314,0.000037941947,0.00014595455,0.000023890985],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005199361,0.00003338793,0.093563564,0.000020467643,0.00023332707,0.00009882955,0.0017981655,0.00005776983,0.00003771288,0.8890019,0.009114051,0.0059888153],"study_design_scores_gemma":[0.00084452785,0.000102150596,0.13001296,0.00045293014,0.000008913786,0.00010217399,0.0010094072,0.0012909045,0.00029545111,0.30238843,0.5633494,0.00014273675],"about_ca_topic_score_codex":0.00001949926,"about_ca_topic_score_gemma":0.000018198032,"teacher_disagreement_score":0.5866135,"about_ca_system_score_codex":0.000041975803,"about_ca_system_score_gemma":0.00003954633,"threshold_uncertainty_score":0.14793462},"labels":[],"label_agreement":null},{"id":"W4399872303","doi":"10.23974/ijol.2024.vol9.2.381","title":"Guest Editorial: Embedded Libraries and Archives in Museums","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Librarianship","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; History; Visual arts; Art; Computer science","score_opus":0.02000748859153367,"score_gpt":0.24880153229959054,"score_spread":0.22879404370805687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399872303","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030411073,0.002122129,0.0000016168036,0.0014826729,0.96484846,0.000079879035,0.00029371944,0.000038172962,0.030829262],"genre_scores_gemma":[0.003661525,0.0006359223,0.00009121989,0.000075371434,0.98606056,0.0000061297987,0.00013558632,0.00006461857,0.009269051],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974793,0.0001029593,0.0009044429,0.000270252,0.0010195153,0.00022350531],"domain_scores_gemma":[0.998217,0.0008773609,0.00047713326,0.00012890731,0.00017130429,0.00012829478],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022524805,0.0003321219,0.0005081155,0.00054550293,0.00007468124,0.0028561933,0.0009038551,0.0003441018,0.00057357526],"category_scores_gemma":[0.00031732977,0.00024959023,0.00022750381,0.00004311906,0.00027818175,0.0018083637,0.00020689162,0.0015684667,0.000024470422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024303433,0.000053404467,0.000015629317,0.00010050762,0.00023188675,0.00030799623,0.01866523,5.888322e-7,0.000016252188,0.051677838,0.92810583,0.00058182003],"study_design_scores_gemma":[0.0005904555,0.00012876755,0.000017831473,0.0011245522,0.000047784364,0.000015007976,0.0021607175,0.000004569202,0.000016839214,0.022611298,0.97301984,0.00026234024],"about_ca_topic_score_codex":0.00004617737,"about_ca_topic_score_gemma":0.000104717175,"teacher_disagreement_score":0.044914026,"about_ca_system_score_codex":0.000027843564,"about_ca_system_score_gemma":0.00037815684,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W4412800187","doi":"10.23974/ijol.2025.vol10.2.419","title":"AI in Scholarly Publishing","year":2025,"lang":"en","type":"article","venue":"International Journal of Librarianship","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Publishing; Library science; Scholarly communication; Computer science; Data science; History; Political science; Law","score_opus":0.1644525539803082,"score_gpt":0.4481998796548292,"score_spread":0.283747325674521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412800187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55984145,0.0007052074,0.0028476021,0.40729302,0.004949267,0.00010980214,0.0000016819596,0.000015022861,0.02423695],"genre_scores_gemma":[0.98140275,0.00006108486,0.000992925,0.015950864,0.0008482417,0.0000018655584,0.000005223016,0.0000056111976,0.000731438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873424,0.0000556815,0.0006341322,0.00008651818,0.0003760593,0.00011336681],"domain_scores_gemma":[0.9985035,0.00020963971,0.000161224,0.00009103402,0.000950952,0.00008364302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007102982,0.00005929404,0.00014377924,0.00083027786,0.000022206748,0.0009111274,0.00034275907,0.000106915824,0.00014024136],"category_scores_gemma":[0.002541388,0.00005291681,0.00007746984,0.00034804954,0.00002528302,0.0057785236,0.000031642114,0.00070313865,0.000011757144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070441293,0.00026870397,0.7293227,0.000033544515,0.00011503393,0.00022316209,0.001070626,0.000026333377,0.0010344599,0.047422137,0.027654352,0.19212453],"study_design_scores_gemma":[0.0007629621,0.00025736995,0.68718255,0.0022463377,0.00004982042,0.00038025263,0.0031336395,0.00041966367,0.016581114,0.18129654,0.10752819,0.00016154977],"about_ca_topic_score_codex":0.00012465834,"about_ca_topic_score_gemma":0.000021348054,"teacher_disagreement_score":0.4215613,"about_ca_system_score_codex":0.00017923364,"about_ca_system_score_gemma":0.0010324032,"threshold_uncertainty_score":0.8786023},"labels":[],"label_agreement":null}]}