{"meta":{"query_hash":"dd3af47878a8","filters":{"venue":"Cataloging & Classification Quarterly"},"cohort_total":51,"direct_labels_cover":0,"predictions_cover":51,"exported":51,"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/dd3af47878a8","api":"https://metacan.xera.ac/api/v1/cohort?venue=Cataloging+%26+Classification+Quarterly"},"results":[{"id":"W1489611604","doi":"10.1300/j104v45n02_02","title":"Making the Link: AACR to RDA: Part 1: Setting the Stage","year":2007,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":11,"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 Toronto","funders":"","keywords":"Cataloging; Library science; Computer science; Steering committee; Resource Description and Access; Schedule; Joint (building); Resource (disambiguation); World Wide Web; Engineering management; Engineering","score_opus":0.06884557485468633,"score_gpt":0.2998486112228737,"score_spread":0.23100303636818736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489611604","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":[0.024624249,0.00006187903,0.91854864,0.044664465,0.001429492,0.0005896277,0.000008086827,0.00038488663,0.009688671],"genre_scores_gemma":[0.99133813,9.772821e-7,0.002094282,0.0051416587,0.00045629012,0.00003935518,0.000016028385,0.000007337272,0.0009059286],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99803334,0.00010426049,0.00057929277,0.00034737232,0.00048600795,0.0004497131],"domain_scores_gemma":[0.99792105,0.00033538847,0.00032123586,0.0012137817,0.00010972682,0.00009883714],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030021728,0.00014561965,0.000108870016,0.00012439648,0.0008235941,0.0011650915,0.002212977,0.000055713794,0.000009972369],"category_scores_gemma":[0.00007222238,0.00008477525,0.00006494007,0.0010045537,0.00009969542,0.002713189,0.00009652353,0.00020597572,0.0007075955],"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":[0.0000066516222,0.000018139248,0.002319246,0.000024676561,0.000016514661,0.0000056374856,0.095349774,0.00014735517,0.0019990418,0.22385052,0.028248472,0.64801395],"study_design_scores_gemma":[0.000160265,0.00013775514,0.0617888,0.000062184525,0.0000029462997,0.000032564083,0.024359176,0.03939961,0.0005455561,0.00075129856,0.8724026,0.00035725968],"about_ca_topic_score_codex":0.000011583794,"about_ca_topic_score_gemma":0.000008090422,"teacher_disagreement_score":0.9667139,"about_ca_system_score_codex":0.000062350846,"about_ca_system_score_gemma":0.000097760625,"threshold_uncertainty_score":0.9998718},"labels":[],"label_agreement":null},{"id":"W1543212556","doi":"10.1080/01639374.2011.532419","title":"A Review of “RDA Vocabularies for a Twenty-First-Century Data Environment”","year":2010,"lang":"en","type":"review","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","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":"York University","funders":"","keywords":"Computer science; Resource Description and Access; Library science; Cataloging; Controlled vocabulary; Set (abstract data type); World Wide Web; Data set; Information retrieval; Programming language; Artificial intelligence","score_opus":0.10238197619838564,"score_gpt":0.3172495286153531,"score_spread":0.21486755241696748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543212556","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.1842809e-7,0.8706726,0.12556805,0.0004546245,0.00083233364,0.0017153036,0.0004432478,0.00011064365,0.00020312335],"genre_scores_gemma":[0.000006021829,0.98612726,0.006289665,0.00034237627,0.00014544465,0.00036759514,0.0065932116,0.000021974163,0.000106472624],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647397,0.00013144898,0.0016657271,0.0009041967,0.0004604359,0.00036420947],"domain_scores_gemma":[0.99324256,0.00028264496,0.0019864414,0.00424724,0.000099056444,0.0001420285],"candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0014269946,0.00040298444,0.0012172773,0.00026907196,0.00022511033,0.00038216857,0.005784153,0.00027099534,0.000020289554],"category_scores_gemma":[0.00010199831,0.00032041766,0.00032902902,0.0005737904,0.00019091248,0.00443985,0.00028838357,0.0003177963,0.0003002155],"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":[4.3649015e-7,0.000030480012,9.01257e-7,0.036242943,0.000023410767,3.2031812e-7,0.00045998293,4.0950447e-8,0.0000011946335,0.006024347,0.012528069,0.94468784],"study_design_scores_gemma":[0.00008971955,0.000080492966,0.0000033094564,0.017267741,0.00006406221,0.000025466048,0.00007611669,0.0009863707,6.236168e-7,0.000075369826,0.9810023,0.00032843827],"about_ca_topic_score_codex":0.0000048286715,"about_ca_topic_score_gemma":8.541001e-7,"teacher_disagreement_score":0.9684742,"about_ca_system_score_codex":0.00006176213,"about_ca_system_score_gemma":0.0005100385,"threshold_uncertainty_score":0.9999248},"labels":[],"label_agreement":null},{"id":"W1553899722","doi":"10.1080/01639371003784263","title":"A Review of “Magic Search: Getting the Best Results from Your Catalog and Beyond”","year":2010,"lang":"en","type":"review","venue":"Cataloging & Classification Quarterly","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"MAGIC (telescope); Cataloging; Information retrieval; Computer science; Library science; World Wide Web; Physics; Astronomy","score_opus":0.12704586289461064,"score_gpt":0.35533899854536194,"score_spread":0.2282931356507513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553899722","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002035952,0.99109685,0.0046336423,0.001408512,0.0003429318,0.0011393989,0.0006579944,0.00009820927,0.00060207077],"genre_scores_gemma":[0.00012909788,0.9947863,0.001881603,0.00033646994,0.00012517314,0.00008632661,0.0025031888,0.00002304657,0.00012875264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996368,0.000365077,0.0015677321,0.0006926346,0.0006058523,0.00040070663],"domain_scores_gemma":[0.9955676,0.0007330852,0.0011976418,0.0019145375,0.000417318,0.00016978104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00209103,0.0004043656,0.0009868952,0.0002472893,0.00029414636,0.00035308255,0.0020829998,0.00029252595,0.000005973893],"category_scores_gemma":[0.0003625965,0.00026647505,0.00029580182,0.0008318067,0.0003203287,0.0006793797,0.00019113459,0.0011066184,0.00028695827],"study_design_candidate":"design_other","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":[0.0000013346203,0.000026094476,9.51418e-7,0.0067541585,0.000016590151,0.0000024609199,0.001316196,1.8158353e-8,0.000009433226,0.0021599564,0.00038521388,0.9893276],"study_design_scores_gemma":[0.00020576818,0.00012624158,0.00005844068,0.020733776,0.00023272415,0.000064520566,0.00037344496,0.00049569923,0.0000068768245,0.000161666,0.977105,0.00043580282],"about_ca_topic_score_codex":0.00010668284,"about_ca_topic_score_gemma":0.0000055442874,"teacher_disagreement_score":0.9888918,"about_ca_system_score_codex":0.00007565289,"about_ca_system_score_gemma":0.00054265384,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W1625162370","doi":"10.1080/01639374.2015.1010112","title":"Decolonizing Ethnographic Documentation: A Critical History of the Early Museum Catalogs at the Smithsonian's National Museum of Natural History","year":2015,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Anthropology: Ethics, History, Culture","field":"Social Sciences","cited_by":44,"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 Toronto","funders":"Smithsonian Institution","keywords":"Documentation; Indigenous; Natural history; Cataloging; National museum; Object (grammar); History; Ethnography; Anthropology; Museum informatics; National Museum of Natural History; Library science; Visual arts; Sociology; Archaeology; Museology; Art; Computer science; Ecology","score_opus":0.10788815937369826,"score_gpt":0.35326173019313434,"score_spread":0.24537357081943606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625162370","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":[0.6585068,0.038093004,0.0016700827,0.209612,0.04252069,0.003299344,0.0002807222,0.00080597383,0.045211386],"genre_scores_gemma":[0.99550766,0.000016818125,0.00022446319,0.0006036726,0.00020106921,0.00007365247,0.000040588046,0.000022728915,0.0033093274],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650013,0.0008971992,0.00060662505,0.00043301051,0.0011924948,0.0003705477],"domain_scores_gemma":[0.9967188,0.00070700323,0.000669004,0.0005683627,0.0011927865,0.00014401083],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020195092,0.00020681498,0.00027144564,0.00016974109,0.00063464633,0.000026013193,0.00089083676,0.0003263707,0.00013097102],"category_scores_gemma":[0.0016337634,0.00015976588,0.00020973144,0.0003623778,0.008970059,0.0005597726,0.000053455795,0.00062282203,0.000043235388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007308072,0.00021413938,0.014807296,0.00008452727,0.00008448882,0.000003472066,0.6139872,0.0000061935766,0.003428315,0.15659954,0.20987268,0.00083909254],"study_design_scores_gemma":[0.0012430949,0.00037649958,0.16616175,0.00015409534,0.0002356121,0.000023236405,0.15691032,0.00019175018,0.00017366905,0.005339381,0.6684002,0.00079038163],"about_ca_topic_score_codex":0.004148141,"about_ca_topic_score_gemma":0.00821384,"teacher_disagreement_score":0.45852754,"about_ca_system_score_codex":0.005846956,"about_ca_system_score_gemma":0.002565376,"threshold_uncertainty_score":0.99796945},"labels":[],"label_agreement":null},{"id":"W1822508077","doi":"10.1080/01639374.2015.1044632","title":"Socially Responsive Design and Evaluation of a Workers’ Compensation Thesaurus for a Community Organization with Selective Application of Cognitive Work Analysis: A Case Study","year":2015,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Competency Development and Evaluation","field":"Psychology","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":"Canada Auto Workers; University of Toronto","funders":"","keywords":"Thesaurus; Terminology; Relevance (law); Context (archaeology); Computer science; Work (physics); Knowledge management; Cognition; Knowledge organization; Psychology; Artificial intelligence; Engineering; Political science; Linguistics","score_opus":0.17176493391483075,"score_gpt":0.38644357463721696,"score_spread":0.2146786407223862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1822508077","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":[0.6397427,0.000026465765,0.35768065,0.00004900696,0.000031190095,0.0023827495,0.000009528758,0.000027537684,0.0000501689],"genre_scores_gemma":[0.9964539,2.5131007e-7,0.0020071769,0.000008865487,0.000017513252,0.00084565213,0.00063261983,0.00002039585,0.000013656081],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962293,0.0022995414,0.0005418745,0.0003378582,0.0004479399,0.00014352046],"domain_scores_gemma":[0.993122,0.0012931075,0.00086350186,0.00033469696,0.00432901,0.00005768552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051187305,0.00016830991,0.0003306112,0.0004483062,0.00023737102,0.00003128217,0.00011473384,0.00010074524,0.0000069850093],"category_scores_gemma":[0.00052360573,0.00016321946,0.000037716887,0.0020460766,0.00013286229,0.00018367833,0.00001074413,0.00013352513,0.000003833926],"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":[0.0026033733,0.0015409578,0.32804543,0.00002913774,0.0019815497,0.0000032559049,0.5960678,0.0011031739,0.0008193364,0.00090859865,0.000076991826,0.06682042],"study_design_scores_gemma":[0.0030656913,0.0014986015,0.670783,0.00003280105,0.002496962,0.000020006542,0.30920786,0.011557332,0.00011184473,0.0010457688,7.543248e-7,0.00017939782],"about_ca_topic_score_codex":0.00045234055,"about_ca_topic_score_gemma":0.0005599502,"teacher_disagreement_score":0.35671118,"about_ca_system_score_codex":0.00019937438,"about_ca_system_score_gemma":0.0005203143,"threshold_uncertainty_score":0.66558963},"labels":[],"label_agreement":null},{"id":"W1962253082","doi":"10.1080/01639370903573065","title":"A Review of “Metadata for Digital Resources: Implementation, Systems Design and Interoperability”","year":2010,"lang":"en","type":"review","venue":"Cataloging & Classification Quarterly","topic":"Digital and Traditional Archives Management","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":"Toronto Metropolitan University","funders":"","keywords":"Interoperability; Metadata; Computer science; World Wide Web; Cataloging; Database; Software engineering","score_opus":0.14478038971444104,"score_gpt":0.32605439687768456,"score_spread":0.18127400716324352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1962253082","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002858726,0.98531777,0.00549337,0.00009862188,0.00031786913,0.0028304611,0.0033548924,0.000057636655,0.0025265433],"genre_scores_gemma":[0.00035684943,0.98666644,0.00018699195,0.000071632465,0.00025092263,0.0012087569,0.010168845,0.000044080236,0.0010454757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981113,0.0000904636,0.0009955025,0.0004615447,0.00016135497,0.00017984756],"domain_scores_gemma":[0.99822426,0.0003966744,0.00069085456,0.00046100846,0.00015855092,0.00006867662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000403747,0.000299682,0.0008488627,0.00016499382,0.00015324754,0.0008319169,0.000365611,0.000035581394,0.000020581227],"category_scores_gemma":[0.000039456085,0.00022646373,0.00023940606,0.00005220291,0.00032752834,0.0008056522,0.000031978136,0.0001457376,0.000022336135],"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":[0.0000025317331,0.00004645077,1.11146484e-7,0.073865496,0.00009025029,2.3982116e-7,0.00091312954,1.6913033e-8,1.2177735e-7,0.12894292,0.0027437476,0.793395],"study_design_scores_gemma":[0.000090958805,0.00021425934,0.0000027997096,0.02269577,0.0003656746,0.0000064753094,0.00082114304,0.000012903325,3.498546e-8,0.0010873667,0.9744774,0.00022520093],"about_ca_topic_score_codex":0.000013913021,"about_ca_topic_score_gemma":0.0000053176154,"teacher_disagreement_score":0.9717337,"about_ca_system_score_codex":0.00003366847,"about_ca_system_score_gemma":0.00007274515,"threshold_uncertainty_score":0.92349225},"labels":[],"label_agreement":null},{"id":"W1967289968","doi":"10.1080/01639370903338345","title":"Incorporating Facets into Social Tagging Applications: An Analysis of Current Trends","year":2009,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Recommender Systems and Techniques","field":"Computer Science","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":"Dalhousie University","funders":"","keywords":"Computer science; Negotiation; Data science; World Wide Web; Information retrieval; Sociology","score_opus":0.05125006520637544,"score_gpt":0.343093578405225,"score_spread":0.29184351319884955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967289968","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":[0.010293285,0.0001330204,0.987265,0.001211268,0.00008278437,0.00018314079,0.000008458467,0.0004422701,0.00038080683],"genre_scores_gemma":[0.98747927,0.000002621837,0.0119833425,0.00007148422,0.00007750833,0.00010920265,0.00026116683,0.000006619312,0.000008761868],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982584,0.00015054387,0.0006064156,0.0005229272,0.00026279653,0.00019887525],"domain_scores_gemma":[0.9983334,0.000037352682,0.00062332867,0.0007647694,0.00016026139,0.00008091671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061894296,0.00016860447,0.00032818556,0.0008015637,0.00026940953,0.00020737061,0.00082867354,0.00007902339,0.0000028397515],"category_scores_gemma":[0.0000049432033,0.00016904315,0.00014699953,0.0019570875,0.000048900925,0.00078890985,0.000022276039,0.00013884183,0.0000047898607],"study_design_candidate":"design_other","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":[7.284145e-7,0.000092511465,0.00065088907,0.000009206289,0.000032015847,2.0200832e-7,0.004080537,0.000005212155,0.0040302933,0.12705123,0.0001106,0.86393654],"study_design_scores_gemma":[0.0007565396,0.001047742,0.516593,0.00009545704,0.00051285746,0.000010057058,0.0058235596,0.4091859,0.0037596226,0.045195326,0.015353242,0.0016667076],"about_ca_topic_score_codex":0.000063965126,"about_ca_topic_score_gemma":0.000046680143,"teacher_disagreement_score":0.977186,"about_ca_system_score_codex":0.0001074065,"about_ca_system_score_gemma":0.000050468276,"threshold_uncertainty_score":0.68933797},"labels":[],"label_agreement":null},{"id":"W1978977246","doi":"10.1080/01639374.2011.580446","title":"Special Collections and Archives Code (SPAC): Preserving Provenance in a Bibliographic Catalog","year":2011,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University College London; McGill University","keywords":"Cataloging; Computer science; Information retrieval; Code (set theory); Provenance; Special collections; World Wide Web; Visibility; Mnemonic; Library catalog; Library science; Programming language; Geography","score_opus":0.11050016388099895,"score_gpt":0.3065262160816808,"score_spread":0.19602605220068184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978977246","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":[0.08422117,0.000603127,0.738827,0.0068032197,0.0013401608,0.0029448443,0.00012555277,0.0008883457,0.16424659],"genre_scores_gemma":[0.9799171,0.0005297103,0.016938837,0.000076205964,0.00023367586,0.0003440599,0.00008331013,0.000018872905,0.0018581996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980055,0.00021706318,0.00034589556,0.0007556017,0.00026109564,0.00041484353],"domain_scores_gemma":[0.9982539,0.00024626998,0.0002160455,0.0011227359,0.00003754711,0.00012350435],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00053355785,0.00016359564,0.00015993531,0.0025731914,0.00035152773,0.0014565738,0.0015477693,0.000052001822,0.0000082643555],"category_scores_gemma":[0.00013838754,0.00016577814,0.00003814008,0.0043811887,0.00024160573,0.012077273,0.00022904029,0.00027542916,0.000015199317],"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":[0.0001013452,0.000736689,0.049011756,0.00022471641,0.00008178552,0.00009375499,0.02290533,0.0000051719844,0.005828301,0.8258069,0.009091917,0.08611229],"study_design_scores_gemma":[0.00094406074,0.0005513753,0.90318865,0.000114833034,0.0000187783,0.000041104297,0.0028630954,0.023452578,0.00034311006,0.024073072,0.04379634,0.0006129847],"about_ca_topic_score_codex":0.00021444033,"about_ca_topic_score_gemma":0.0005638741,"teacher_disagreement_score":0.895696,"about_ca_system_score_codex":0.000023611325,"about_ca_system_score_gemma":0.00007520712,"threshold_uncertainty_score":0.99958},"labels":[],"label_agreement":null},{"id":"W1979800041","doi":"10.1300/j104v35n01_15","title":"Three Book Collectors of Imperial Spain","year":2002,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Early Modern Spanish Literature","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":"Library and Archives Canada","funders":"","keywords":"Extant taxon; Empire; Subject (documents); Library science; History; Classics; Computer science; Ancient history","score_opus":0.043645731858722205,"score_gpt":0.21963670030233753,"score_spread":0.17599096844361534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979800041","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":[0.8644123,0.0062018335,0.0040133544,0.0042102356,0.004595792,0.0017859013,0.00077795686,0.001139747,0.11286289],"genre_scores_gemma":[0.99380976,0.00000877885,0.00010586106,0.00017963327,0.0006040329,0.000039842915,0.00013492687,0.000029522767,0.005087633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987844,0.000045835674,0.00039352235,0.00030420616,0.00022769893,0.00024431228],"domain_scores_gemma":[0.9989848,0.00008081427,0.00023085582,0.00046525698,0.000170184,0.000068088855],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015086483,0.00017679074,0.00022198693,0.00013823096,0.00023843569,0.00025402926,0.0002637545,0.00008843417,0.0024225248],"category_scores_gemma":[0.000029334413,0.00016514609,0.00010120041,0.00007671999,0.0002894887,0.00044248183,0.0000091989905,0.00016834865,0.0002810864],"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":[0.00005736053,0.00040526554,0.0014186017,0.00013753712,0.00011612205,0.000009769535,0.2641459,0.0000024520991,0.023361353,0.5190268,0.15425348,0.037065346],"study_design_scores_gemma":[0.001654788,0.0012121144,0.009459424,0.00016059811,0.00010649557,0.000014019544,0.008880912,0.007823298,0.00070757826,0.0067925667,0.96214986,0.0010383561],"about_ca_topic_score_codex":0.000087930384,"about_ca_topic_score_gemma":0.00043607428,"teacher_disagreement_score":0.8078964,"about_ca_system_score_codex":0.000056725148,"about_ca_system_score_gemma":0.000023886298,"threshold_uncertainty_score":0.9984894},"labels":[],"label_agreement":null},{"id":"W1992456070","doi":"10.1300/j104v40n03_04","title":"Metadata, Metaphor, and Metonymy","year":2005,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Metadata; Metonymy; Metaphor; Computer science; Metaphor and metonymy; Information retrieval; World Wide Web; Cataloging; Linguistics; Library science; Database; Philosophy","score_opus":0.025652414695197003,"score_gpt":0.25430366465940596,"score_spread":0.22865124996420896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992456070","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":[0.07999043,0.002011789,0.9023665,0.01210436,0.00036745152,0.00022834174,0.0000075652524,0.0006723373,0.002251232],"genre_scores_gemma":[0.9412424,0.000026401516,0.05763439,0.00045391705,0.00007497034,0.000028986848,0.000024809964,0.0000076154597,0.0005065285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867094,0.000071057955,0.00028350926,0.0005079657,0.00019899308,0.0002675451],"domain_scores_gemma":[0.998744,0.00014255595,0.00012839175,0.0008225871,0.00006558552,0.00009687538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040122587,0.00015881177,0.0002011972,0.00014802146,0.00016335356,0.00045793224,0.00069646776,0.00006768972,0.000006947352],"category_scores_gemma":[0.00004848154,0.0001372176,0.000052638046,0.00025638432,0.00010850957,0.001824234,0.000050544448,0.00011550651,0.00015101174],"study_design_candidate":"design_other","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":[0.0000030153453,0.000055270233,0.0006594872,0.000013320241,0.000041518364,0.0000050164695,0.0021935066,0.0000027007445,0.007584814,0.3525734,0.002005774,0.6348622],"study_design_scores_gemma":[0.0020488047,0.0007185666,0.33584195,0.00006509537,0.00023050739,0.0003901494,0.005031467,0.15930949,0.015257594,0.028973255,0.4500124,0.0021207235],"about_ca_topic_score_codex":0.000029144576,"about_ca_topic_score_gemma":0.000037478894,"teacher_disagreement_score":0.86125195,"about_ca_system_score_codex":0.00003600409,"about_ca_system_score_gemma":0.00004059417,"threshold_uncertainty_score":0.55955714},"labels":[],"label_agreement":null},{"id":"W1996827442","doi":"10.1300/j104v40n03_03","title":"Metadata and Bibliographic Control: Soul-Mates or Two Solitudes?","year":2005,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":18,"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 Toronto","funders":"","keywords":"Metadata; Soul; Cataloging; Computer science; Library science; Dewey Decimal Classification; Information retrieval; Control (management); World Wide Web; Philosophy; Library classification; Theology; Artificial intelligence","score_opus":0.030785095144832655,"score_gpt":0.29084233401196236,"score_spread":0.2600572388671297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996827442","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":[0.016537046,0.00082987134,0.97953814,0.0019877388,0.00018487625,0.00026567778,0.000101467085,0.00040678398,0.00014839796],"genre_scores_gemma":[0.9490263,0.00006916079,0.049937133,0.00038262655,0.00014385775,0.00008294697,0.00012573876,0.000015148795,0.00021711733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826264,0.00009469703,0.0004275258,0.000627058,0.00023656065,0.0003514852],"domain_scores_gemma":[0.9982465,0.00019931007,0.0002394173,0.0010508797,0.00011175091,0.00015212534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004642949,0.00021900784,0.00027116406,0.0006871703,0.0002746859,0.0004569331,0.00050916633,0.000055059496,0.000008136446],"category_scores_gemma":[0.000044360244,0.00017135077,0.00005654338,0.0011989977,0.00016383152,0.0037526533,0.00005333394,0.00012743093,0.00006807915],"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":[0.000040309194,0.00012703778,0.0024096807,0.00007931184,0.00009416275,0.000014675508,0.0019119369,0.00003487096,0.025052542,0.78455836,0.0021574325,0.1835197],"study_design_scores_gemma":[0.006622161,0.0011091154,0.072448894,0.00030890325,0.0001716246,0.0005792865,0.0033800968,0.15049991,0.0029293324,0.0070021595,0.75227356,0.002674934],"about_ca_topic_score_codex":0.000060379683,"about_ca_topic_score_gemma":0.00015557845,"teacher_disagreement_score":0.9324892,"about_ca_system_score_codex":0.000025296678,"about_ca_system_score_gemma":0.00005619044,"threshold_uncertainty_score":0.6987482},"labels":[],"label_agreement":null},{"id":"W2001124886","doi":"10.1300/j104v28n04_05","title":"The Essential Elements of Faceted Thesauri","year":2000,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Information retrieval; Facet (psychology); Construct (python library); Search engine indexing; Selection (genetic algorithm); Homogeneous; Artificial intelligence; Mathematics","score_opus":0.01282327803168236,"score_gpt":0.2720939766783442,"score_spread":0.2592706986466618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001124886","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":[0.09851279,0.00014808441,0.8963817,0.0015868639,0.00010742112,0.00030318802,0.000006576975,0.0005197824,0.0024336246],"genre_scores_gemma":[0.98664147,0.00003252093,0.012672726,0.00004748173,0.000027390264,0.000045420453,0.000028259308,0.000008295258,0.00049641036],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985869,0.00009034034,0.00046807108,0.00033309293,0.00028707366,0.00023455828],"domain_scores_gemma":[0.9983966,0.00011653883,0.00025386276,0.0010769172,0.000110229616,0.000045864148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036255855,0.0001239227,0.00014120799,0.00007830191,0.00024440157,0.00013262955,0.0012120126,0.000048063437,0.000025729414],"category_scores_gemma":[0.000021174175,0.00009314203,0.00008658935,0.00045684355,0.00014183471,0.00045667688,0.00002342123,0.000106068255,0.00009388143],"study_design_candidate":"design_other","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":[0.000006223958,0.00005877353,0.0002828433,0.0000048881043,0.000030301815,9.970611e-7,0.0009887997,0.000009979224,0.02754638,0.047708165,0.0005516336,0.92281103],"study_design_scores_gemma":[0.0023438756,0.0015475464,0.12632112,0.00018996626,0.00019832348,0.00004694926,0.0030505618,0.34328452,0.14912964,0.17817792,0.19332626,0.0023833227],"about_ca_topic_score_codex":0.000012616546,"about_ca_topic_score_gemma":0.000010585607,"teacher_disagreement_score":0.9204277,"about_ca_system_score_codex":0.00004232047,"about_ca_system_score_gemma":0.00003897834,"threshold_uncertainty_score":0.3798222},"labels":[],"label_agreement":null},{"id":"W2005914959","doi":"10.1300/j104v37n01_12","title":"Designing a Common Namespace for Searching Metadata-Enabled Knowledge Repositories: An International Perspective","year":2003,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":16,"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 Toronto","funders":"","keywords":"Metadata; Namespace; Computer science; World Wide Web; Intranet; Geospatial metadata; Meta Data Services; Context (archaeology); Metadata repository; The Internet; Terminology; Information retrieval; Identification (biology); Database; Geography","score_opus":0.06026646337126372,"score_gpt":0.3449506585431447,"score_spread":0.284684195171881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005914959","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":[0.016404334,0.00019195977,0.97694916,0.0010623278,0.0011217061,0.0003911147,0.0000083309615,0.00039326027,0.0034777876],"genre_scores_gemma":[0.8975837,0.000003816211,0.10156836,0.00006335811,0.00011957937,0.00013548232,0.000057970963,0.000016041784,0.00045163892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980397,0.00029623698,0.00034053237,0.0007243179,0.00023387521,0.00036532097],"domain_scores_gemma":[0.9977949,0.00050923624,0.00022179403,0.0009171206,0.0004420159,0.00011493571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010267625,0.00020082245,0.00024071475,0.00020784426,0.00045031725,0.0010088242,0.0011441485,0.00008809813,0.0000021783205],"category_scores_gemma":[0.00043685865,0.00019236872,0.00009125945,0.00031480528,0.00009382563,0.002662495,0.000036673802,0.0001856348,0.000017441711],"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":[0.000020978681,0.00017721625,0.0014603825,0.000023023293,0.00007806663,0.0000070439432,0.027043698,0.00002512572,0.016494801,0.9416736,0.0003935099,0.012602604],"study_design_scores_gemma":[0.0056011,0.0035976393,0.04994642,0.0003571331,0.00026576163,0.0005341353,0.24038377,0.3698796,0.061549947,0.17910716,0.08518982,0.0035875023],"about_ca_topic_score_codex":0.00007453017,"about_ca_topic_score_gemma":0.000048052578,"teacher_disagreement_score":0.8811794,"about_ca_system_score_codex":0.0002716241,"about_ca_system_score_gemma":0.0002108359,"threshold_uncertainty_score":0.9728116},"labels":[],"label_agreement":null},{"id":"W2026038915","doi":"10.1080/01639374.2013.764373","title":"The Development and Application of U.S. Descriptive Standards for Archives, Historical Manuscripts, and Rare Books","year":2013,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":5,"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; Computer science; Political science","score_opus":0.04102657323006718,"score_gpt":0.21360317827005518,"score_spread":0.172576605039988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026038915","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":[0.37146747,0.002816897,0.31627393,0.016810419,0.001382777,0.008090027,0.0012299814,0.00048149726,0.281447],"genre_scores_gemma":[0.9952618,0.000010298292,0.00082943816,0.000042072097,0.0000616224,0.00051197817,0.00018101858,0.0000091146685,0.0030926808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927145,0.0000162772,0.00025509924,0.000196909,0.00013264078,0.00012764533],"domain_scores_gemma":[0.99947715,0.0001392273,0.00012427663,0.00012406913,0.000084703956,0.000050546045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010523855,0.000098185505,0.000100847465,0.000053988704,0.00043182212,0.00020021666,0.00009943109,0.000009424868,0.000002827416],"category_scores_gemma":[0.000009999975,0.00007112619,0.00002680254,0.000012993526,0.000307062,0.00021816438,0.000014874756,0.000044941207,0.000003898443],"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":[0.000014065861,0.000025745057,0.00003181046,0.000051722436,0.000019821362,5.5938372e-8,0.010477847,7.461245e-8,0.00013011035,0.55399454,0.0018455423,0.43340865],"study_design_scores_gemma":[0.00028054536,0.00021114282,0.039158106,0.000030055076,0.00002046208,0.0000013429136,0.007359187,0.0007845676,0.000052774525,0.10336915,0.8485662,0.00016648887],"about_ca_topic_score_codex":0.000045205536,"about_ca_topic_score_gemma":0.000059079473,"teacher_disagreement_score":0.84672064,"about_ca_system_score_codex":0.000067830566,"about_ca_system_score_gemma":0.000033156924,"threshold_uncertainty_score":0.332127},"labels":[],"label_agreement":null},{"id":"W2030916610","doi":"10.1080/01639374.2012.680835","title":"FRBR and Linked Data: Connecting FRBR and Linked Data","year":2012,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":21,"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 Toronto","funders":"","keywords":"Linked data; World Wide Web; Computer science; Context (archaeology); Component (thermodynamics); Metadata; Semantic Web; Resource (disambiguation); Focus (optics); Cataloging; Information retrieval; Geography","score_opus":0.1455780634709184,"score_gpt":0.3059711345770734,"score_spread":0.16039307110615503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030916610","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":[0.38764888,0.001793911,0.5947364,0.008581906,0.0025575373,0.0008326806,0.00027446848,0.00096280454,0.0026114015],"genre_scores_gemma":[0.98991585,0.000026298618,0.008084058,0.0005132244,0.0002959193,0.000010039854,0.0010591039,0.000009375399,0.000086107466],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99803656,0.000101985424,0.0005173391,0.00065950886,0.00029129072,0.0003933155],"domain_scores_gemma":[0.99660957,0.00022153741,0.0003367538,0.0025250283,0.00006485339,0.00024224415],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0015271481,0.00017734684,0.00020352355,0.00015413311,0.00041775755,0.0011159109,0.0022734206,0.000105159466,0.000005619858],"category_scores_gemma":[0.00012565895,0.00015791727,0.000015138704,0.00039740812,0.00012635248,0.021399662,0.0005650475,0.00018509562,0.00014856753],"study_design_candidate":"design_other","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":[0.0000112776015,0.0001423112,0.038059644,0.00021563383,0.000065279055,0.000004080077,0.08274994,0.0000033975018,0.008337715,0.07732894,0.019876933,0.77320486],"study_design_scores_gemma":[0.0008866225,0.0001894063,0.21676983,0.00011259529,0.000018726945,0.00020119295,0.015818464,0.52364105,0.00012292262,0.00061123696,0.24075447,0.00087347603],"about_ca_topic_score_codex":0.00003733657,"about_ca_topic_score_gemma":0.000004118982,"teacher_disagreement_score":0.77233136,"about_ca_system_score_codex":0.000019886998,"about_ca_system_score_gemma":0.00007127686,"threshold_uncertainty_score":0.999921},"labels":[],"label_agreement":null},{"id":"W2031054655","doi":"10.1300/j104v30n01_07","title":"The Organization of the Cataloguing Function at McMaster University","year":2000,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","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":"McMaster University","funders":"","keywords":"Cataloging; Library science; Function (biology); Computer science; Resource Description and Access; Division (mathematics); Organizational structure; World Wide Web; Political science","score_opus":0.012254758660081288,"score_gpt":0.17548211597287283,"score_spread":0.16322735731279153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031054655","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":[0.804305,0.00006342818,0.165292,0.007835347,0.0014871099,0.0006700363,0.000020487505,0.00040611846,0.019920444],"genre_scores_gemma":[0.9935227,0.000005438863,0.00008113182,0.00016154801,0.000027274496,0.0000015061914,0.000029889768,0.0000034805303,0.0061670137],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990685,0.00009464911,0.0002545465,0.0001865586,0.00024970627,0.0001460693],"domain_scores_gemma":[0.9989475,0.00006592358,0.00022097412,0.0006147005,0.000114179966,0.000036714886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028225456,0.00007662048,0.00006628525,0.0000440574,0.0007727025,0.00018617066,0.0011001262,0.00004347404,0.000054857068],"category_scores_gemma":[0.000014464885,0.000048208305,0.00004082097,0.00092877756,0.00012789009,0.0023386064,0.00004927718,0.00006506975,0.00030528204],"study_design_candidate":"design_other","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":[0.000029941693,0.00007148476,0.03501936,0.000043947042,0.00004194484,8.8249453e-7,0.04297812,0.000365536,0.01714307,0.14447412,0.019536901,0.7402947],"study_design_scores_gemma":[0.00051003724,0.0001433702,0.57225174,0.00004469577,0.000010465859,0.000034395147,0.006203379,0.03740771,0.0032043941,0.0005910459,0.37926355,0.00033521958],"about_ca_topic_score_codex":0.000016926955,"about_ca_topic_score_gemma":0.0000068024856,"teacher_disagreement_score":0.7399595,"about_ca_system_score_codex":0.000074964315,"about_ca_system_score_gemma":0.00006516071,"threshold_uncertainty_score":0.5943081},"labels":[],"label_agreement":null},{"id":"W2045434965","doi":"10.1300/j104v37n03_11","title":"Multilingual Subject Access: The Linking Approach of MACS","year":2004,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Subject access; Subject (documents); Computer science; German; World Wide Web; Thesaurus; Controlled vocabulary; Interface (matter); Information retrieval; Heading (navigation); Library science; Linguistics; Natural language processing; Geography","score_opus":0.05395550856753993,"score_gpt":0.28185203196103925,"score_spread":0.2278965233934993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045434965","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":[0.22789317,0.00007587584,0.76403826,0.0014345142,0.0005040133,0.00037182463,0.0000058067053,0.00025314844,0.0054233964],"genre_scores_gemma":[0.9945006,0.0000030811661,0.004976204,0.0003198265,0.00007453068,0.00002946745,0.000043427113,0.0000052346345,0.000047659163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985209,0.00006247215,0.0005054679,0.00029677944,0.00038627177,0.00022811463],"domain_scores_gemma":[0.99851274,0.0000795195,0.00038417673,0.00084600324,0.00011967988,0.000057848538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006664376,0.00012259817,0.00014207499,0.00015230464,0.00025014355,0.0006054683,0.0023192118,0.00006215773,0.0000018205451],"category_scores_gemma":[0.00002672862,0.00008430726,0.00007265646,0.0008189743,0.00014742753,0.0045689945,0.000076141274,0.00013939575,0.00006193094],"study_design_candidate":"simulation_or_modeling","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":[0.00001551733,0.00031304895,0.008005359,0.00026469966,0.000054572163,0.000004057897,0.19967386,0.0034144912,0.0148394825,0.42992076,0.00066207495,0.3428321],"study_design_scores_gemma":[0.0046571954,0.0013262979,0.27599058,0.000583891,0.000033446253,0.0003408782,0.068878494,0.5045454,0.07853231,0.039699305,0.022896247,0.0025159954],"about_ca_topic_score_codex":0.000042589818,"about_ca_topic_score_gemma":0.0000019504928,"teacher_disagreement_score":0.7666074,"about_ca_system_score_codex":0.00004444876,"about_ca_system_score_gemma":0.00021310571,"threshold_uncertainty_score":0.58385444},"labels":[],"label_agreement":null},{"id":"W2050742801","doi":"10.1080/01639371003767227","title":"Mountains to Molehills: The Past, Present, and Future of Cataloging Backlogs","year":2010,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Collection Development and Digital Resources","field":"Computer Science","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 Toronto","funders":"","keywords":"Cataloging; Workflow; Relevance (law); Computer science; World Wide Web; Digital library; Library science; Resource Description and Access; Data science; Database; Political science","score_opus":0.013329328638791762,"score_gpt":0.2289138827961153,"score_spread":0.21558455415732353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050742801","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":[0.83790123,0.0002616028,0.07723787,0.06517749,0.0016770774,0.0010025093,0.000033349726,0.0005542755,0.016154585],"genre_scores_gemma":[0.99467015,0.0000052085857,0.003541728,0.00037408006,0.00047568165,0.00005215673,0.000036131256,0.000010415522,0.0008344489],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876547,0.00004426386,0.0002924668,0.00041262805,0.00024697054,0.00023819455],"domain_scores_gemma":[0.99879164,0.00015995908,0.00014960636,0.00067560864,0.00009339251,0.0001298162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025367845,0.00015374628,0.00013809647,0.00018463955,0.00025756517,0.00045327283,0.00084481196,0.000074227006,0.000009277175],"category_scores_gemma":[0.000016586531,0.000111872665,0.00004342897,0.00067144015,0.00012142735,0.000982767,0.000108752545,0.00018647032,0.00003474315],"study_design_candidate":"design_other","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":[0.000022562097,0.00012274034,0.013938336,0.00005023832,0.000045635577,0.000004930743,0.01770053,0.000010861491,0.022099586,0.17619714,0.02414346,0.745664],"study_design_scores_gemma":[0.00040960032,0.00024364615,0.26948854,0.00001920434,0.0000107568685,0.000051558218,0.0027480503,0.0052239927,0.002168639,0.005427318,0.7137264,0.00048230725],"about_ca_topic_score_codex":0.00001889364,"about_ca_topic_score_gemma":0.000011015984,"teacher_disagreement_score":0.7451817,"about_ca_system_score_codex":0.000016928165,"about_ca_system_score_gemma":0.0000757397,"threshold_uncertainty_score":0.4562035},"labels":[],"label_agreement":null},{"id":"W2053376461","doi":"10.1080/01639374.2011.548053","title":"Do Provenance-Based Classification Schemes Have a Role in Libraries and Information Centres? The Case of Classifying Government Publications","year":2011,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":1,"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":"Notation; Classification scheme; Computer science; Government (linguistics); Scheme (mathematics); Publishing; World Wide Web; Universality (dynamical systems); Information retrieval; Library science; Library classification; Political science; Linguistics; Mathematics","score_opus":0.04558361636990517,"score_gpt":0.24222026206311706,"score_spread":0.19663664569321188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053376461","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":[0.49078798,0.0008752004,0.48512962,0.009398431,0.0003404851,0.0017399713,0.00006285955,0.00051997387,0.011145455],"genre_scores_gemma":[0.989857,0.00001585254,0.009730109,0.00013017046,0.000013662046,0.00019785391,0.000032229334,0.0000067281208,0.000016383538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99843216,0.00011907628,0.00059312064,0.00034662976,0.0002473233,0.00026171654],"domain_scores_gemma":[0.99813664,0.00022381196,0.00054574286,0.000892991,0.00013701235,0.00006378844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004569904,0.00017193894,0.00018065833,0.00018380719,0.00021742405,0.00036674857,0.0006286519,0.00010423506,0.0000050642634],"category_scores_gemma":[0.00017653848,0.0001341604,0.00004216996,0.00047100548,0.00025819737,0.0032022728,0.000059017355,0.00016984761,0.000008021036],"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":[0.000019269912,0.00012831515,0.024587585,0.000060476163,0.000013020914,0.0000050293324,0.013609201,0.0000034283098,0.0012309022,0.7814498,0.00011135376,0.17878161],"study_design_scores_gemma":[0.0010772435,0.00029055137,0.71413,0.00013408126,0.000032563945,0.00009474485,0.04387463,0.21458714,0.004251597,0.014810956,0.0062328507,0.0004836866],"about_ca_topic_score_codex":0.00014219187,"about_ca_topic_score_gemma":0.00009823029,"teacher_disagreement_score":0.7666389,"about_ca_system_score_codex":0.00009934401,"about_ca_system_score_gemma":0.00014894643,"threshold_uncertainty_score":0.5470902},"labels":[],"label_agreement":null},{"id":"W2058684638","doi":"10.1080/01639370802322853","title":"Uniform Titles From AACR to RDA","year":2008,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":13,"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 Toronto","funders":"Rural Development Administration","keywords":"Cataloging; Consistency (knowledge bases); Computer science; Resource Description and Access; Point (geometry); Information retrieval; Duty; Resource (disambiguation); Authority control; Collocation (remote sensing); Library science; World Wide Web; Mathematics; Political science; Control (management); Law; Artificial intelligence","score_opus":0.04638663552312568,"score_gpt":0.23833072573785816,"score_spread":0.19194409021473247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058684638","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":[0.26306415,0.00003748384,0.71050644,0.0042079813,0.00095101394,0.00028759867,0.000029291168,0.0005795361,0.020336509],"genre_scores_gemma":[0.98919106,0.0000031917448,0.008258982,0.0012328053,0.000109934954,0.000027118409,0.00009407012,0.0000054287707,0.0010773955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987586,0.000029937273,0.00034266015,0.0003223287,0.00031591172,0.00023057524],"domain_scores_gemma":[0.9988023,0.00005246813,0.00013177401,0.0007713915,0.00008015432,0.00016192788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016654133,0.00011558119,0.0001230017,0.00016244674,0.00025638303,0.00027816225,0.0011305738,0.000052575106,0.00003064809],"category_scores_gemma":[0.000016784155,0.000101692545,0.000044846904,0.0005876222,0.00005579365,0.0036335299,0.000043484717,0.00007529013,0.0043276483],"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":[0.000017468434,0.00019543647,0.016144708,0.00003479066,0.00004878863,0.00003920348,0.19494683,0.00013508534,0.03008157,0.21766146,0.2440737,0.29662097],"study_design_scores_gemma":[0.0007212184,0.00052322145,0.32230085,0.000077703844,0.0000038273283,0.0001031825,0.008162837,0.08462778,0.0042485534,0.004581011,0.5735124,0.0011374139],"about_ca_topic_score_codex":0.00009259369,"about_ca_topic_score_gemma":0.000005638729,"teacher_disagreement_score":0.7261269,"about_ca_system_score_codex":0.00004982561,"about_ca_system_score_gemma":0.000114105176,"threshold_uncertainty_score":0.9964476},"labels":[],"label_agreement":null},{"id":"W2060864821","doi":"10.1300/j104v32n03_08","title":"Word Division in the Transcription of Chinese Script in the Title Fields of Bibliographic Records","year":2001,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Natural Language Processing Techniques","field":"Computer Science","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":"Université de Montréal","funders":"","keywords":"Pinyin; Computer science; Ambiguity; Natural language processing; Information retrieval; Word (group theory); Transcription (linguistics); Orthography; Linguistics; Artificial intelligence; Chinese characters","score_opus":0.026139998092456176,"score_gpt":0.287983754464532,"score_spread":0.26184375637207585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060864821","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":[0.65780294,0.0015563554,0.33462736,0.0031570657,0.00023788093,0.0003339599,0.000002914067,0.00010471815,0.0021767842],"genre_scores_gemma":[0.9968139,0.000034159573,0.0030095808,0.000085443025,0.000011957953,0.000015522759,0.000009428451,0.000002408922,0.000017585147],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993469,0.000090214446,0.00020244811,0.00012430346,0.00015653651,0.000079578815],"domain_scores_gemma":[0.9994235,0.00007423892,0.00009396266,0.00036622686,0.000035175795,0.000006886583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055269327,0.00005626438,0.00007638044,0.0005392636,0.000023763825,0.00003994451,0.0006658204,0.00004929149,0.0000040611635],"category_scores_gemma":[0.000019289047,0.000032759377,0.00003474667,0.0024217414,0.000040760704,0.00022283435,0.0000065564277,0.00013985294,0.000003432175],"study_design_candidate":"design_other","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":[0.000025109353,0.00039269263,0.033631198,0.00011152736,0.000007627665,0.000014001289,0.044762343,0.0000042665024,0.03761497,0.048573498,0.0033662557,0.83149654],"study_design_scores_gemma":[0.00077990233,0.00056439266,0.7770856,0.00036780635,0.00001313167,0.00004243875,0.0031124316,0.018535182,0.0015270762,0.19398198,0.0035567502,0.00043332975],"about_ca_topic_score_codex":0.000118771495,"about_ca_topic_score_gemma":0.000105964966,"teacher_disagreement_score":0.83106315,"about_ca_system_score_codex":0.000007576181,"about_ca_system_score_gemma":0.000012741002,"threshold_uncertainty_score":0.13358887},"labels":[],"label_agreement":null},{"id":"W2060919269","doi":"10.1300/j104v32n02_06","title":"Standardization, Objectivity, and User Focus: A Meta-Analysis of Subject Access Critiques","year":2001,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Administration","field":"Social Sciences","cited_by":92,"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 Alberta","funders":"","keywords":"Objectivity (philosophy); Standardization; Subject access; Subject (documents); Sociology; Diversity (politics); Metadata; Computer science; Information access; Optimal distinctiveness theory; Adaptation (eye); Knowledge management; World Wide Web; Epistemology; Psychology; Social psychology","score_opus":0.14289257352386756,"score_gpt":0.3937206243957861,"score_spread":0.2508280508719185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060919269","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":[0.758659,0.0008668419,0.19924565,0.02080526,0.00021590758,0.0008724908,0.00023167516,0.00037688043,0.018726273],"genre_scores_gemma":[0.9989527,0.00007561755,0.000257712,0.00012202224,0.000042632968,0.000029851646,0.00008725499,0.000005654502,0.00042655965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984558,0.0002872225,0.000324662,0.00034071872,0.00039813167,0.00019344255],"domain_scores_gemma":[0.9989539,0.00021102323,0.0002371629,0.00026887632,0.00023254189,0.00009652493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009764713,0.00010662395,0.0003526539,0.000322556,0.0003888139,0.0004480885,0.0002974671,0.000075954325,0.00017326338],"category_scores_gemma":[0.00013454792,0.00009499753,0.00020015879,0.0016932037,0.00036603358,0.0026343083,0.000013329125,0.000061928295,0.0000035219462],"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":[0.00009256536,0.00055537716,0.31844103,0.00006415122,0.018690068,0.000014863277,0.12107918,0.00013204788,0.0050989226,0.4983313,0.003310762,0.034189735],"study_design_scores_gemma":[0.00055237906,0.0006081839,0.8104629,0.000017878858,0.04700422,0.000005846433,0.06180401,0.0021057103,0.0029869152,0.030724032,0.042611804,0.001116142],"about_ca_topic_score_codex":0.0010547355,"about_ca_topic_score_gemma":0.003962409,"teacher_disagreement_score":0.49202186,"about_ca_system_score_codex":0.00003691208,"about_ca_system_score_gemma":0.00021315739,"threshold_uncertainty_score":0.43209276},"labels":[],"label_agreement":null},{"id":"W2061544827","doi":"10.1300/j104v45n04_02","title":"Designating Materials: From “Germane Terms” to Element Types","year":2008,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":8,"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 Toronto","funders":"","keywords":"Cataloging; Germane; Computer science; Element (criminal law); Information retrieval; Library science; Law; Political science; Physics","score_opus":0.049292047584381125,"score_gpt":0.24521383578218403,"score_spread":0.1959217881978029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061544827","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":[0.51110375,0.000021971926,0.48368168,0.0017855249,0.0008162622,0.00032782336,0.00002594782,0.00040177538,0.0018352685],"genre_scores_gemma":[0.9870641,0.0000022496486,0.011337174,0.0009777771,0.00014332247,0.00006109746,0.00012691131,0.0000070509077,0.00028027664],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984088,0.00007597433,0.0005095667,0.0003819128,0.00035033384,0.00027340697],"domain_scores_gemma":[0.99883056,0.000067492736,0.00022027604,0.0006703501,0.00007476468,0.0001365396],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032939573,0.00014214558,0.00016105745,0.00017070433,0.0003039862,0.0004159202,0.0010443538,0.00004993067,0.000049529313],"category_scores_gemma":[0.000021449252,0.00012631199,0.000033491295,0.00042839802,0.000043134125,0.0032274865,0.00005435486,0.000060312774,0.0017785351],"study_design_candidate":"bench_or_experimental","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":[0.000021775348,0.00015488606,0.0058115134,0.000047622063,0.000052982923,0.000036798032,0.13769102,0.000116632786,0.56385595,0.04434313,0.036389988,0.21147773],"study_design_scores_gemma":[0.0019025994,0.0015787549,0.5141941,0.0003393391,0.000016088612,0.00022147795,0.010097603,0.08904616,0.24451596,0.0056387554,0.12947465,0.0029745693],"about_ca_topic_score_codex":0.0000523464,"about_ca_topic_score_gemma":0.0000014582329,"teacher_disagreement_score":0.50838256,"about_ca_system_score_codex":0.00005794099,"about_ca_system_score_gemma":0.000067389454,"threshold_uncertainty_score":0.9989987},"labels":[],"label_agreement":null},{"id":"W2063541694","doi":"10.1300/j104v30n04_05","title":"(Re)Making the Serials Cataloger: The SCCTP Within an Educational Framework","year":2000,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Collection Development and Digital Resources","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":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Cataloging; Metadata; World Wide Web; Computer science; Library science; The Internet; Resource (disambiguation)","score_opus":0.03869515473440809,"score_gpt":0.2742037655215366,"score_spread":0.23550861078712848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063541694","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":[0.67244226,0.0009168042,0.14709182,0.12475671,0.003981961,0.0019783915,0.000048865746,0.0017381349,0.047045067],"genre_scores_gemma":[0.98945355,0.0000051973943,0.004880651,0.002190718,0.0003726078,0.00014188654,0.000103409795,0.000015817679,0.0028361552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808884,0.00021533715,0.00044328943,0.0005366389,0.00040834877,0.0003075444],"domain_scores_gemma":[0.9978832,0.000576493,0.0002119537,0.00115622,0.00007856345,0.0000935584],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006183837,0.00020405887,0.00013736797,0.00009710761,0.0010748816,0.0017956631,0.0018474064,0.000093587114,0.0002317306],"category_scores_gemma":[0.00009330697,0.00012698627,0.00007074168,0.0009126569,0.0001981401,0.0021778157,0.000042184827,0.00024272419,0.00048752077],"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":[0.000050025927,0.00029197437,0.0030754397,0.000020434023,0.00007972892,0.0000040682576,0.10048941,0.0002996282,0.0003989626,0.4817981,0.026537744,0.38695446],"study_design_scores_gemma":[0.00074514444,0.00058322056,0.2959222,0.00019803592,0.00004737875,0.00013605457,0.013793808,0.03901825,0.00085116824,0.31474945,0.33213267,0.0018226185],"about_ca_topic_score_codex":0.00001794664,"about_ca_topic_score_gemma":0.000027800712,"teacher_disagreement_score":0.38513187,"about_ca_system_score_codex":0.000064040076,"about_ca_system_score_gemma":0.00032480885,"threshold_uncertainty_score":0.9992406},"labels":[],"label_agreement":null},{"id":"W2069991672","doi":"10.1300/j104v44n03_11","title":"Knowledge Structures and the Internet: Progress and Prospects","year":2007,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":5,"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 Toronto","funders":"","keywords":"The Internet; World Wide Web; Computer science; Information retrieval","score_opus":0.025284727738506506,"score_gpt":0.2779311264198238,"score_spread":0.25264639868131733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069991672","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":[0.520269,0.0033140944,0.46813127,0.0025062114,0.00055720104,0.00086064736,0.0000032095957,0.00034056537,0.004017789],"genre_scores_gemma":[0.9965324,0.000008307505,0.003160503,0.00010907005,0.00005260436,0.000014832001,0.00000620551,0.0000047008325,0.00011142595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990251,0.00004129753,0.00026075618,0.00032657056,0.00013633707,0.00020993435],"domain_scores_gemma":[0.999025,0.00023182647,0.00012562699,0.00044693355,0.000091561626,0.0000790749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010216278,0.00011548807,0.00012240614,0.0001450619,0.0001595563,0.00041165968,0.00043674003,0.00006377443,0.0000011002478],"category_scores_gemma":[0.00007500737,0.000076422984,0.000025494031,0.0004228149,0.00048671057,0.00052337017,0.00006645158,0.00015125447,0.00001193947],"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":[0.000013007231,0.00001721122,0.0033064685,0.000025577501,0.0000065089675,8.726289e-7,0.00865394,5.149309e-8,0.00006236755,0.62074983,0.00012217306,0.367042],"study_design_scores_gemma":[0.0015791107,0.00036188387,0.9103094,0.000034645243,0.000015845419,0.000084417596,0.0015634582,0.034135148,0.0007975051,0.04183717,0.0089206295,0.00036081029],"about_ca_topic_score_codex":0.000011386759,"about_ca_topic_score_gemma":0.000022711609,"teacher_disagreement_score":0.9070029,"about_ca_system_score_codex":0.000033499553,"about_ca_system_score_gemma":0.00003165751,"threshold_uncertainty_score":0.39696437},"labels":[],"label_agreement":null},{"id":"W2070045380","doi":"10.1300/j104v37n01_03","title":"Adapting Dominant Classifications to Particular Contexts","year":2003,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":24,"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 Alberta","funders":"","keywords":"Perspective (graphical); Context (archaeology); Computer science; Adaptation (eye); Process (computing); Work (physics); Generalization; Ethnic group; Interface (matter); Dewey Decimal Classification; Sociology; Knowledge management; Data science; World Wide Web; Epistemology; Artificial intelligence; Geography; Psychology; Engineering; Anthropology; Library classification; Archaeology","score_opus":0.22208588809522636,"score_gpt":0.4558080156071547,"score_spread":0.23372212751192836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070045380","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":[0.54893726,0.00019285081,0.40665272,0.01453083,0.0015739411,0.0014030982,0.00004186618,0.0002591614,0.02640826],"genre_scores_gemma":[0.99244153,0.0000037791538,0.003750596,0.00082062633,0.000074081814,0.00027444592,0.000050758386,0.000020900972,0.00256329],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99546826,0.0005726146,0.0012145098,0.00084399583,0.0014223396,0.00047827172],"domain_scores_gemma":[0.9961131,0.000820552,0.000476854,0.0014205938,0.0008238229,0.00034506657],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0054648076,0.00023951322,0.0003339807,0.0004228786,0.0005690305,0.0005563445,0.000684962,0.00010591977,0.00065334083],"category_scores_gemma":[0.0023012897,0.00019541726,0.00014087302,0.0013275122,0.00011603718,0.000645555,0.000019556444,0.00020056241,0.005441914],"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":[0.000049728267,0.0004524427,0.028811922,0.000014798569,0.000056560133,0.000008042819,0.013828833,0.00064259866,0.103164,0.5272822,0.023851087,0.30183783],"study_design_scores_gemma":[0.0012753963,0.0005229102,0.29085553,0.00006352665,0.00006248451,0.000037452508,0.027279658,0.02101715,0.0053648497,0.015844472,0.63675565,0.000920926],"about_ca_topic_score_codex":0.0000113903925,"about_ca_topic_score_gemma":0.00006650055,"teacher_disagreement_score":0.61290455,"about_ca_system_score_codex":0.00017766235,"about_ca_system_score_gemma":0.00033800883,"threshold_uncertainty_score":0.9953325},"labels":[],"label_agreement":null},{"id":"W2081392868","doi":"10.1300/j104v34n01_09","title":"“If I Knew Then What I Know Now”: UNCG LIS Graduates' Perspectives on Cataloging Education","year":2002,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":6,"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":"Cataloging; Library science; Quarter (Canadian coin); Medical education; Computer science; Medicine; History","score_opus":0.03288578942552995,"score_gpt":0.245367671500692,"score_spread":0.21248188207516205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081392868","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":[0.36281005,0.012573017,0.37477016,0.11630652,0.016893031,0.0046413275,0.00007672568,0.0061334055,0.10579578],"genre_scores_gemma":[0.99469715,0.0002524506,0.0011739847,0.0010676848,0.00030919755,0.00011666904,0.00012040848,0.000017657763,0.0022448155],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973829,0.0001496018,0.0006206949,0.00079562736,0.0005791291,0.00047205293],"domain_scores_gemma":[0.9975517,0.00012413398,0.00044547435,0.0014098905,0.00025226045,0.00021656639],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004935686,0.00030609104,0.00024710907,0.0004929718,0.00051752373,0.002537495,0.0016546701,0.00011831307,0.00004731536],"category_scores_gemma":[0.00005494429,0.00027018762,0.00012406337,0.0011324034,0.00015912444,0.015167142,0.00005671099,0.00024902727,0.0032957455],"study_design_candidate":"design_other","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":[0.0000051910224,0.00039681658,0.0006224767,0.00005020916,0.000025730069,0.0000029573982,0.19612385,0.000053856893,0.0008772065,0.12292128,0.03371664,0.64520377],"study_design_scores_gemma":[0.001238207,0.0015719952,0.025267856,0.0010595594,0.000022948037,0.00016941453,0.40630484,0.31626716,0.0014855172,0.007918304,0.23623051,0.0024636865],"about_ca_topic_score_codex":0.000027850738,"about_ca_topic_score_gemma":0.000002574805,"teacher_disagreement_score":0.64274013,"about_ca_system_score_codex":0.00021735119,"about_ca_system_score_gemma":0.00016907143,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W2085001373","doi":"10.1300/j104v37n01_15","title":"Global Abstractions: The Classification of International Economic Data for Bibliographic and Statistical Purposes","year":2003,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Standardization; Context (archaeology); Computer science; Regional science; Agriculture; Library of Congress Classification; Field (mathematics); Representation (politics); Data science; Information retrieval; Operations research; Library science; Library classification; Political science; Geography; Engineering; Mathematics","score_opus":0.04851834816349755,"score_gpt":0.2785802023422382,"score_spread":0.23006185417874064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085001373","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":[0.9716086,0.00060184783,0.0019532104,0.015946563,0.00089162675,0.00088771817,0.006785013,0.000120680685,0.0012047898],"genre_scores_gemma":[0.9970848,0.00009306027,0.00031593212,0.00004183671,0.00013342181,0.000037573544,0.0022682778,9.826435e-7,0.000024090517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906105,0.00005502077,0.00028666726,0.00034809634,0.00011161182,0.00013757216],"domain_scores_gemma":[0.999186,0.00031247444,0.00020253047,0.00017646811,0.00007137094,0.000051147726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032243694,0.00010566008,0.00010847845,0.000030991425,0.00019709619,0.00013079293,0.00041040534,0.00007624739,0.00006406725],"category_scores_gemma":[0.00007932258,0.000041389103,0.00003686631,0.00031380492,0.00014110182,0.0002826319,0.000016757083,0.00006286447,0.000012288458],"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":[0.000076612836,0.00041924426,0.03820658,0.000046368954,0.0001782477,7.799851e-7,0.00023394509,0.0000053473377,0.23348998,0.3842807,0.056385677,0.28667653],"study_design_scores_gemma":[0.00014287494,0.00014725249,0.9007357,0.000008054773,0.000031731946,0.000016406606,0.0022620233,0.00070249534,0.00009714617,0.0029687944,0.092762895,0.00012465581],"about_ca_topic_score_codex":0.00005926357,"about_ca_topic_score_gemma":0.0004239589,"teacher_disagreement_score":0.8625291,"about_ca_system_score_codex":0.000026672209,"about_ca_system_score_gemma":0.000019047491,"threshold_uncertainty_score":0.16877986},"labels":[],"label_agreement":null},{"id":"W2150873980","doi":"10.1080/01639374.2014.899535","title":"In the Company of My Peers: Implementation of RDA in Canada","year":2014,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; McGill University; Toronto Metropolitan University; University of British Columbia; Carleton University","funders":"Rural Development Administration","keywords":"Cataloging; Resource Description and Access; Context (archaeology); Library science; Resource (disambiguation); Computer science; World Wide Web; Geography; Archaeology","score_opus":0.02150373190025134,"score_gpt":0.2514192690795324,"score_spread":0.22991553717928104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150873980","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":[0.9599094,0.0000109223365,0.03574976,0.002882189,0.00022883873,0.00023075554,0.000007446195,0.000010997935,0.00096968043],"genre_scores_gemma":[0.9992904,6.1026594e-7,0.00030906659,0.00034300075,0.000011161331,0.000015855105,0.000022288348,0.0000013959399,0.000006222374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987698,0.00012040744,0.00053812505,0.00013144211,0.00030931545,0.00013086046],"domain_scores_gemma":[0.9991046,0.00011634385,0.00030881824,0.00039777881,0.000051340754,0.000021082107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007212666,0.000059641014,0.000119788805,0.00014305246,0.000027943417,0.0000498059,0.000820421,0.00001654496,0.0000058817654],"category_scores_gemma":[0.000010627121,0.000045869278,0.000018488312,0.0006074845,0.000034664576,0.0018007533,0.0000126375935,0.000055806606,0.0000072155335],"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":[0.0000071868485,0.00009585612,0.34949628,0.00017733489,0.000009631471,0.0000020371738,0.19537985,0.00034847858,0.0078082965,0.2686545,0.0089871455,0.1690334],"study_design_scores_gemma":[0.00038842825,0.00010268618,0.89351064,0.000026780306,7.519735e-7,0.00000386887,0.055388123,0.045768615,0.0013981152,0.0007736877,0.0025291902,0.00010913441],"about_ca_topic_score_codex":0.20010838,"about_ca_topic_score_gemma":0.13291213,"teacher_disagreement_score":0.54401433,"about_ca_system_score_codex":0.000074224816,"about_ca_system_score_gemma":0.0003749006,"threshold_uncertainty_score":0.88290995},"labels":[],"label_agreement":null},{"id":"W2206791295","doi":"10.1300/j104v40n01_07","title":"Quality Control Issues in Outsourcing Cataloging in United States and Canadian Academic Libraries","year":2005,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":17,"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 Saskatchewan","funders":"","keywords":"Cataloging; Outsourcing; Quality (philosophy); Control (management); Computer science; Business; Resource Description and Access; Consistency (knowledge bases); Library catalog; Authority control; Library science; World Wide Web; Marketing","score_opus":0.032531064821540015,"score_gpt":0.27516604420974067,"score_spread":0.24263497938820067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206791295","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":[0.9151032,0.00063372095,0.04794241,0.034424085,0.0002609076,0.00051536044,0.00004312624,0.00029544983,0.00078171986],"genre_scores_gemma":[0.9966595,0.00003373814,0.000964059,0.001961477,0.000051652416,0.0000343712,0.00020406493,0.000006551016,0.00008454977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796337,0.00019378768,0.0007496275,0.00039830265,0.00022917941,0.00046570975],"domain_scores_gemma":[0.9988821,0.00021155251,0.00022220341,0.00043099996,0.000048057922,0.00020504337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011853019,0.00016698225,0.00023471552,0.0010036947,0.00016964885,0.00062922534,0.000797887,0.00012436905,0.000003831259],"category_scores_gemma":[0.00007695786,0.00016192076,0.000023642257,0.0011192736,0.000120258315,0.008166629,0.000031695392,0.0003016884,0.00006911201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015459154,0.00004555149,0.5086496,0.000099394696,0.000012387392,0.0000124388125,0.23610747,0.0027482186,0.0011687807,0.119998164,0.0017887751,0.12935375],"study_design_scores_gemma":[0.00079553,0.000058542926,0.53072053,0.00012387718,0.0000010357962,0.000013456704,0.018392911,0.4239213,0.00014133846,0.0020222424,0.02337528,0.00043395726],"about_ca_topic_score_codex":0.023149498,"about_ca_topic_score_gemma":0.012823171,"teacher_disagreement_score":0.42117307,"about_ca_system_score_codex":0.00016694958,"about_ca_system_score_gemma":0.00022813838,"threshold_uncertainty_score":0.98335546},"labels":[],"label_agreement":null},{"id":"W2612621239","doi":"10.1080/01639374.2017.1312723","title":"A Community-Driven Metadata Framework for Describing Cultural Resources: The Digital Library North Project","year":2017,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Inuvialuit Regional Corporation; University of Alberta","funders":"","keywords":"Metadata; Digital library; Computer science; World Wide Web; Resource (disambiguation); Library science; Digital collections; Knowledge management","score_opus":0.20573180513679842,"score_gpt":0.28313603337804705,"score_spread":0.07740422824124862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612621239","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":[0.64639026,0.00007628248,0.013424373,0.01895445,0.0011541543,0.0028520206,0.009805748,0.00091044063,0.30643225],"genre_scores_gemma":[0.99046683,0.000002993414,0.00051925454,0.00028950482,0.00045857823,0.00020518972,0.0038190337,0.000024977173,0.004213659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905497,0.000057078345,0.00025272023,0.00023514751,0.0001645619,0.00023550869],"domain_scores_gemma":[0.99843806,0.00029693695,0.00028163256,0.0008890417,0.00004672897,0.000047627036],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001032805,0.00017481747,0.00014607211,0.000060658345,0.0030616696,0.007758101,0.0011912457,0.000017968156,0.000010871706],"category_scores_gemma":[0.00008384611,0.00011460846,0.00013511955,0.00002608654,0.00068590266,0.0036556642,0.000106654355,0.00027097965,0.00006160194],"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":[0.000028922677,0.000119541575,0.00032802208,0.000047561814,0.00008696547,0.0000013788701,0.031037647,9.706458e-7,0.0000037152697,0.9048512,0.008035792,0.05545831],"study_design_scores_gemma":[0.00029034915,0.00031331278,0.033740867,0.00015259895,0.00007461343,0.000003818201,0.031019034,0.0006333483,0.0000033679585,0.08397433,0.84942704,0.0003673369],"about_ca_topic_score_codex":0.00006351787,"about_ca_topic_score_gemma":0.00010058995,"teacher_disagreement_score":0.8413912,"about_ca_system_score_codex":0.00001677028,"about_ca_system_score_gemma":0.000026349144,"threshold_uncertainty_score":0.9982362},"labels":[],"label_agreement":null},{"id":"W2766689026","doi":"10.1080/01639374.2017.1382641","title":"Library of Congress Subject Headings Related to Indigenous Peoples: Changing LCSH for Use in a Canadian Archival Context","year":2017,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":34,"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 Winnipeg; University of Manitoba","funders":"","keywords":"Library of congress; Subject (documents); Indigenous; Context (archaeology); Controlled vocabulary; Library science; Subject access; Library of Congress Classification; Information retrieval; Computer science; Political science; History; Library classification; Archaeology","score_opus":0.04826384425706021,"score_gpt":0.24353941930869397,"score_spread":0.19527557505163376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766689026","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":[0.96493137,0.000010599426,0.000082851,0.0012445499,0.00038383127,0.00078647974,0.00093598047,0.000059542956,0.031564813],"genre_scores_gemma":[0.99497443,0.0000024438536,0.000081312726,0.00022592742,0.00006699735,0.00014405408,0.0008638705,0.000024609035,0.003616375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988616,0.000021636411,0.00032710753,0.00028346715,0.00010484537,0.00040131892],"domain_scores_gemma":[0.9990763,0.00016946903,0.00020190317,0.00034521436,0.00004214719,0.00016495486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013571269,0.00014053035,0.00019858539,0.0005505388,0.00055679964,0.0007035849,0.00038339285,0.000017746132,0.0000197011],"category_scores_gemma":[0.000049324353,0.00014099936,0.000078739075,0.00004700195,0.00021783343,0.0010783041,0.000022404553,0.000080465885,0.000041224528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004815009,0.00007967673,0.004625078,0.0001021824,0.000040102386,0.000009842747,0.10642377,0.000003896451,0.000050624276,0.84459144,0.000733446,0.0432918],"study_design_scores_gemma":[0.00156718,0.0010470997,0.8063698,0.00082804577,0.000054703156,0.000008791879,0.038432535,0.0017330885,0.00013089056,0.04513133,0.10379313,0.0009034226],"about_ca_topic_score_codex":0.02473626,"about_ca_topic_score_gemma":0.11570361,"teacher_disagreement_score":0.8017447,"about_ca_system_score_codex":0.000054028937,"about_ca_system_score_gemma":0.0001517348,"threshold_uncertainty_score":0.9817581},"labels":[],"label_agreement":null},{"id":"W2770263991","doi":"10.1080/01639374.2017.1388895","title":"One for Nine Ten: Cataloging for Consortia Collections, a UC model","year":2017,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Cataloging; Library science; Resource Description and Access; Computer science; Redundancy (engineering); World Wide Web; Digital collections; Operating system","score_opus":0.09707613412315634,"score_gpt":0.30022131264808155,"score_spread":0.2031451785249252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770263991","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":[0.0034841045,0.000033339475,0.98652023,0.0050615016,0.00065870694,0.001132796,0.00012487905,0.00031517353,0.0026692967],"genre_scores_gemma":[0.947558,0.0000039414585,0.04618032,0.00052840344,0.0001592408,0.00087169954,0.00030256948,0.000015361016,0.00438051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981733,0.000024976127,0.0005916893,0.0005368561,0.0002533377,0.00041982922],"domain_scores_gemma":[0.9972094,0.00015925997,0.00068931765,0.0014803276,0.00032024397,0.00014141886],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000724167,0.00018007975,0.0002527078,0.00023928592,0.0023308198,0.0022312081,0.0018465527,0.00010477756,0.0000029626472],"category_scores_gemma":[0.00018252127,0.00018065129,0.00013079586,0.00025182057,0.00016365446,0.006314352,0.00005884097,0.00009075968,0.000056499634],"study_design_candidate":"simulation_or_modeling","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":[0.00011142333,0.0003648225,0.0016562459,0.0004160021,0.00013552856,0.0000014217222,0.021638734,0.0010441395,0.022164168,0.6079221,0.13802393,0.20652153],"study_design_scores_gemma":[0.0008406375,0.00030174342,0.0025360454,0.000043337543,0.0000087379285,0.000009663291,0.0009149508,0.97181016,0.0011884623,0.0065950416,0.015403438,0.00034778693],"about_ca_topic_score_codex":0.000023797944,"about_ca_topic_score_gemma":0.000010081931,"teacher_disagreement_score":0.970766,"about_ca_system_score_codex":0.00008228513,"about_ca_system_score_gemma":0.00031401488,"threshold_uncertainty_score":0.998968},"labels":[],"label_agreement":null},{"id":"W2795677445","doi":"10.1080/01639374.2018.1438551","title":"Dealing with False Friends to Avoid Errors in Subject Analysis in Slavic Cataloging: An Overview of Resources and Strategies","year":2018,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":7,"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 Toronto","funders":"","keywords":"Cataloging; Slavic languages; Subject (documents); Workflow; Computer science; World Wide Web; Linguistics; Meaning (existential); Psychology; Database","score_opus":0.044217755784321036,"score_gpt":0.33241926268879674,"score_spread":0.2882015069044757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795677445","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":[0.89578474,0.0010884876,0.102349475,0.00030017138,0.00002172684,0.0001788463,0.0000075825014,0.00020679952,0.00006216407],"genre_scores_gemma":[0.94130826,0.000009423296,0.058515787,0.00006457341,0.000015516525,0.000028840632,0.00004163844,0.000011111636,0.0000048320862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982491,0.00013564843,0.00043765063,0.00064352225,0.00024538126,0.00028867688],"domain_scores_gemma":[0.9987143,0.000085913874,0.0002455914,0.00072537997,0.00013761142,0.00009119973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074836804,0.00019588119,0.00033346188,0.0010827288,0.000090920556,0.00025240652,0.00073599344,0.000097810735,0.0000018740161],"category_scores_gemma":[0.00003325588,0.00016950356,0.000031156822,0.0023904536,0.00017515318,0.0010725887,0.000051183604,0.00019505616,0.0000024681076],"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":[0.00022808119,0.00048734117,0.14340119,0.0006187239,0.00021359818,0.000115870855,0.23180285,0.0003354021,0.10693097,0.27731383,0.00002590286,0.23852623],"study_design_scores_gemma":[0.001489866,0.0043725083,0.8007871,0.0014012331,0.00027056213,0.00007769915,0.04173086,0.08505125,0.023227563,0.03894598,0.00034462358,0.0023007914],"about_ca_topic_score_codex":0.0013421581,"about_ca_topic_score_gemma":0.007166953,"teacher_disagreement_score":0.6573859,"about_ca_system_score_codex":0.00007210932,"about_ca_system_score_gemma":0.000075381395,"threshold_uncertainty_score":0.69121546},"labels":[],"label_agreement":null},{"id":"W2910014257","doi":"10.1300/j104v29n03_04","title":"Cataloging Internet Resources: Why, What, How","year":2000,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","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 Saskatchewan","funders":"","keywords":"Cataloging; Metadata; The Internet; World Wide Web; Computer science; Library catalog; Library science","score_opus":0.02696632040981526,"score_gpt":0.21902826880173792,"score_spread":0.19206194839192267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910014257","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":[0.32526836,0.0007034387,0.6056963,0.03530561,0.0026664424,0.00097316905,0.00002407704,0.00256755,0.026795069],"genre_scores_gemma":[0.9913816,0.00002721549,0.0015438494,0.0023095317,0.00014893406,0.000054039956,0.00015174932,0.000012308878,0.00437078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786437,0.00012168264,0.00048322996,0.000601055,0.000474003,0.0004556391],"domain_scores_gemma":[0.998203,0.00008324395,0.00025408968,0.0011800459,0.00008929527,0.00019032774],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005484099,0.00022925207,0.00021346516,0.00024667222,0.0002572541,0.0042583128,0.0021136357,0.0001061986,0.00010212941],"category_scores_gemma":[0.000016921802,0.00020430682,0.00009652911,0.00080286106,0.00014385935,0.019836439,0.00005100805,0.00019106329,0.0016407907],"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":[0.000008434044,0.000063801665,0.0006354152,0.000041845382,0.000020796251,0.00001125252,0.07260144,0.000032029628,0.001348263,0.02149123,0.039640624,0.86410487],"study_design_scores_gemma":[0.0004946576,0.00033695306,0.012700047,0.00019403905,0.000004695883,0.00013572871,0.016302913,0.12268643,0.0007144024,0.0012968003,0.8443375,0.000795817],"about_ca_topic_score_codex":0.00004210095,"about_ca_topic_score_gemma":0.000005822102,"teacher_disagreement_score":0.863309,"about_ca_system_score_codex":0.00007523824,"about_ca_system_score_gemma":0.00007222034,"threshold_uncertainty_score":0.99913657},"labels":[],"label_agreement":null},{"id":"W2940503707","doi":"10.1080/01639374.2019.1597005","title":"Wikipedia Knows the Value of What the Library Catalog Forgets","year":2019,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"University of Alberta","funders":"","keywords":"Relevance (law); Cataloging; Construct (python library); Computer science; Function (biology); Value (mathematics); Information retrieval; Digital library; World Wide Web; Subject (documents); Library catalog; Library science; Philosophy; Political science; Linguistics","score_opus":0.03319458065294569,"score_gpt":0.2212737246457822,"score_spread":0.1880791439928365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940503707","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":[0.7903459,0.001737878,0.000024570418,0.0057892273,0.0024274818,0.00083490915,0.00015791571,0.00021033298,0.19847178],"genre_scores_gemma":[0.98333263,0.000035905785,0.000007632262,0.0007792988,0.00041514027,0.000051083014,0.00040054406,0.00003145067,0.014946295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986994,0.000091492846,0.000404167,0.00026893555,0.0002632078,0.00027279262],"domain_scores_gemma":[0.9984316,0.00035113638,0.00026323175,0.0008151301,0.00009118638,0.0000476748],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003084346,0.0001867582,0.00018979146,0.00006955068,0.00041304316,0.0016024667,0.0007622758,0.000052556323,0.0005387512],"category_scores_gemma":[0.000017734605,0.00010681926,0.00014455846,0.00006761438,0.00052815635,0.0030637449,0.000042205796,0.0002462508,0.0005640981],"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":[0.0000143678635,0.000048337824,0.00040262332,0.000040747043,0.000028203349,7.167394e-7,0.043225862,0.0000017112784,0.000102667385,0.9288427,0.006556725,0.020735312],"study_design_scores_gemma":[0.0003121049,0.00033900468,0.01028275,0.0001270369,0.000049773596,0.000007120278,0.13664888,0.0003587023,0.00012896456,0.023654016,0.8277483,0.0003433338],"about_ca_topic_score_codex":0.00004946789,"about_ca_topic_score_gemma":0.0001051516,"teacher_disagreement_score":0.90518874,"about_ca_system_score_codex":0.00002096883,"about_ca_system_score_gemma":0.00006370786,"threshold_uncertainty_score":0.999434},"labels":[],"label_agreement":null},{"id":"W3016455447","doi":"10.1080/01639374.2020.1751764","title":"MARC to BIBFRAME: Converting the PCC to Linked Data","year":2020,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Library; University of Alberta","funders":"","keywords":"Cataloging; Work (physics); Computer science; Resource Description and Access; Data conversion; Library of congress; Library science; World Wide Web; Data science; Engineering; Operating system","score_opus":0.1310842840574638,"score_gpt":0.28975894195108,"score_spread":0.15867465789361618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016455447","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":[0.018704835,0.000018853898,0.8262389,0.1517031,0.00058242667,0.0006012521,0.000031488595,0.00043666238,0.0016824896],"genre_scores_gemma":[0.96789175,7.961086e-7,0.0053183623,0.02630415,0.00020468913,0.00004175658,0.00010520378,0.0000074525597,0.00012582072],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810636,0.000087213375,0.00050106045,0.0005788516,0.00041844434,0.00030808506],"domain_scores_gemma":[0.99747556,0.00012483308,0.00017771727,0.0017978133,0.000102137405,0.00032195234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006793492,0.00013823505,0.00014418096,0.00011870373,0.0003038361,0.0010316403,0.0047084666,0.00004727303,0.000013108903],"category_scores_gemma":[0.00018752621,0.00010139072,0.0000334555,0.0015926237,0.000045799326,0.0041956524,0.0003626521,0.00014913232,0.0032260297],"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":[0.000020463045,0.000045334804,0.0023871118,0.00007041326,0.000029832696,0.000006410859,0.21423873,0.00019118623,0.02556664,0.056590196,0.21766226,0.48319143],"study_design_scores_gemma":[0.00024412063,0.00037728046,0.024890386,0.00004458442,0.0000035790122,0.000012716915,0.012139666,0.4887261,0.0005265014,0.00022726452,0.47233427,0.00047351187],"about_ca_topic_score_codex":0.000021130376,"about_ca_topic_score_gemma":0.000002117703,"teacher_disagreement_score":0.9491869,"about_ca_system_score_codex":0.000028009783,"about_ca_system_score_gemma":0.00012547849,"threshold_uncertainty_score":0.9975501},"labels":[],"label_agreement":null},{"id":"W3047602722","doi":"10.1080/01639374.2020.1796876","title":"“There was Sex but no Sexuality*:” Critical Cataloging and the Classification of Asexuality in LCSH","year":2020,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Administration","field":"Social Sciences","cited_by":26,"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","funders":"","keywords":"Cataloging; Outreach; Subject (documents); Asexuality; Human sexuality; Library of congress; Lesbian; Warrant; Sociology; Computer science; World Wide Web; Library science; Political science; Gender studies; Law; Business","score_opus":0.08470155019521293,"score_gpt":0.3455954373717617,"score_spread":0.26089388717654877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047602722","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":[0.9123097,0.0001716435,0.0029106678,0.07625106,0.0002870631,0.0006746334,0.00007112187,0.00015739286,0.0071667302],"genre_scores_gemma":[0.99846786,0.00002163491,0.0002114839,0.0006704438,0.00023450832,0.000042866868,0.00012833382,0.000009344512,0.00021352617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99735945,0.00075991737,0.0006013629,0.0004992262,0.00045803117,0.00032200044],"domain_scores_gemma":[0.9982634,0.0008206203,0.0002553279,0.0003410878,0.00013552475,0.00018400373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019159296,0.00015057197,0.0002643194,0.00006689008,0.00045413728,0.00025016442,0.00045842974,0.00013820379,0.000038269114],"category_scores_gemma":[0.0011983226,0.00012359589,0.000052181174,0.0005467211,0.0017671388,0.0011752596,0.000024089091,0.00024484104,0.000055407967],"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":[0.00017197772,0.0002335284,0.049486473,0.0001991514,0.000018527935,0.00000720726,0.1459315,0.0000038865046,0.023338204,0.7489131,0.0010854066,0.030611],"study_design_scores_gemma":[0.002444696,0.00061578385,0.57604724,0.00011909315,0.000068284855,0.0000069872235,0.3606072,0.017983014,0.0009074451,0.022067292,0.018203018,0.00092996476],"about_ca_topic_score_codex":0.00082620076,"about_ca_topic_score_gemma":0.00032922885,"teacher_disagreement_score":0.72684586,"about_ca_system_score_codex":0.00005807554,"about_ca_system_score_gemma":0.00031467187,"threshold_uncertainty_score":0.6511097},"labels":[],"label_agreement":null},{"id":"W4206054693","doi":"10.1080/01639374.2021.2023717","title":"Leveraging KOS to Extend Our Reach with Automated Processes","year":2021,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Subject (documents); Computer science; Data science; Cataloging; Cognitive science; Engineering ethics; Library science; Psychology; Engineering","score_opus":0.03933652232653179,"score_gpt":0.26105171170628005,"score_spread":0.22171518937974827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206054693","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":[0.8570129,0.00026014424,0.11785373,0.018279763,0.00032794595,0.00033563448,0.000009534518,0.0031770638,0.0027432332],"genre_scores_gemma":[0.9958415,0.0000036627462,0.0011838923,0.0013853663,0.00044568867,0.00007247439,0.0006408644,0.000052379917,0.0003741723],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99819946,0.000013695408,0.00036433034,0.00069928897,0.00035175882,0.00037144817],"domain_scores_gemma":[0.9976416,0.000023367067,0.00025961894,0.0005117549,0.0015274095,0.00003625451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023786788,0.00026464034,0.0002850856,0.0003484959,0.0003907087,0.0009212128,0.00030560402,0.00007601573,0.000019002699],"category_scores_gemma":[0.00019743964,0.00023620941,0.000049407423,0.0025506602,0.00002647083,0.0011709029,0.00003647025,0.00015004695,0.00039712814],"study_design_candidate":"design_other","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":[0.00043286942,0.0032880278,0.13042203,0.011957634,0.0012607718,0.00085764093,0.014620414,0.022851294,0.12658721,0.023047084,0.058901567,0.60577345],"study_design_scores_gemma":[0.0046370584,0.00019035459,0.21253526,0.0033735058,0.0019166169,0.00026575872,0.10072071,0.5888954,0.004202932,0.0047345744,0.07218869,0.0063391523],"about_ca_topic_score_codex":0.00013958097,"about_ca_topic_score_gemma":0.00007096369,"teacher_disagreement_score":0.5994343,"about_ca_system_score_codex":0.000051427196,"about_ca_system_score_gemma":0.00017283777,"threshold_uncertainty_score":0.963234},"labels":[],"label_agreement":null},{"id":"W4237063517","doi":"10.1080/01639374.2015.1027984","title":"Introduction","year":2015,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Museum of Natural History","keywords":"Computer science; Library science","score_opus":0.07431225671702489,"score_gpt":0.29104632229646743,"score_spread":0.21673406557944253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237063517","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":[0.8959493,0.0003732932,0.045477316,0.022781553,0.005135808,0.0011798056,0.00013375412,0.0046830843,0.024286091],"genre_scores_gemma":[0.9950098,5.9466254e-7,0.0011152971,0.00008012142,0.0014547822,0.00008334463,0.00092979276,0.00006386091,0.0012624484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818677,0.0001423313,0.00037727103,0.00055238564,0.00040038634,0.0003408472],"domain_scores_gemma":[0.9982389,0.000034152537,0.00023574725,0.00086849864,0.00036669648,0.00025597305],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008252105,0.00019312606,0.00017265712,0.0002453854,0.00012163575,0.00014487114,0.0002928527,0.000099000674,0.00007069672],"category_scores_gemma":[0.00022005178,0.00019767797,0.000056895024,0.00059507805,0.00015532637,0.00070063316,0.000010551083,0.00019501577,0.026181031],"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":[0.00013529399,0.00033655835,0.003394287,0.00002411014,0.000051563486,0.000008539111,0.009899512,0.000070189606,0.16526699,0.06594988,0.66515315,0.08970992],"study_design_scores_gemma":[0.0020493139,0.0008086241,0.066348515,0.00002230021,0.000094559386,0.00017330308,0.017173087,0.008598978,0.0035464924,0.008620241,0.8914784,0.0010861495],"about_ca_topic_score_codex":0.000032508648,"about_ca_topic_score_gemma":0.000015732903,"teacher_disagreement_score":0.22632527,"about_ca_system_score_codex":0.00041579633,"about_ca_system_score_gemma":0.00013420654,"threshold_uncertainty_score":0.9745772},"labels":[],"label_agreement":null},{"id":"W4284668844","doi":"10.1080/01639374.2022.2090039","title":"Misrepresentation in the Surrogate: Author Critiques of “Indians of North America” Subject Headings","year":2022,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","cited_by":8,"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","funders":"","keywords":"Misrepresentation; Subject (documents); Subject access; Library science; History; Political science; Computer science; Law","score_opus":0.08102582978405094,"score_gpt":0.29817713818686065,"score_spread":0.21715130840280972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284668844","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":[0.9888999,0.00034236707,0.00030846646,0.0038351733,0.00018707318,0.00032802767,0.00015648142,0.000051740753,0.0058907727],"genre_scores_gemma":[0.99877816,0.000024247543,0.00003650678,0.00013181347,0.000038130773,0.00020388233,0.0002965008,0.000008736852,0.00048199983],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867404,0.0003183053,0.00044877353,0.00016508687,0.00026369057,0.00013008191],"domain_scores_gemma":[0.99876666,0.00029501374,0.00034625916,0.00043440968,0.00014189199,0.000015748885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039599993,0.00009392695,0.00018773283,0.000152674,0.00037673622,0.000038270387,0.00043878463,0.000012414751,0.000091960144],"category_scores_gemma":[0.000033536366,0.00007952326,0.000070683454,0.00021290731,0.00032477212,0.00016636164,0.000026808828,0.00016068331,0.000007458374],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047527195,0.0004138507,0.024882754,0.00007155198,0.000044807603,0.0000018720399,0.83564115,0.00002804605,0.0004104217,0.10022611,0.0064545204,0.0317774],"study_design_scores_gemma":[0.00041146256,0.0005826376,0.27112836,0.000024635763,0.000044013334,0.0000046459095,0.6221108,0.00046030336,0.00008109079,0.002003437,0.102897465,0.00025120066],"about_ca_topic_score_codex":0.0011781772,"about_ca_topic_score_gemma":0.00092920504,"teacher_disagreement_score":0.2462456,"about_ca_system_score_codex":0.000049025293,"about_ca_system_score_gemma":0.00003934292,"threshold_uncertainty_score":0.32428646},"labels":[],"label_agreement":null},{"id":"W4297383039","doi":"10.1080/01639374.2022.2124473","title":"Tongue-Tied by Authorities: Library of Congress Vocabularies and the Shakespeare Authorship Question","year":2022,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Authorship Attribution and Profiling","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 Winnipeg","funders":"","keywords":"Library of congress; Subject (documents); Scholarship; Perspective (graphical); Cataloging; Controlled vocabulary; Sociology; Library science; Linguistics; Computer science; Law; Political science; Information retrieval; Philosophy; Artificial intelligence","score_opus":0.019212523519553888,"score_gpt":0.24812728504593187,"score_spread":0.228914761526378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297383039","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":[0.17655757,0.004689577,0.7540654,0.055688955,0.0031535227,0.0016421936,0.0005776322,0.0015496559,0.0020755082],"genre_scores_gemma":[0.9968217,0.000011352344,0.0012436793,0.00028081395,0.000040012455,0.00013653371,0.00039574382,0.000013963672,0.0010562179],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99757344,0.00095124304,0.00044243108,0.0004215529,0.0003652067,0.00024613496],"domain_scores_gemma":[0.99845964,0.00043849848,0.00034571785,0.00058993226,0.00007376651,0.00009244489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015465509,0.00016031679,0.00022857632,0.000119441975,0.00073481235,0.00031333463,0.0008479029,0.000080299505,0.000043736196],"category_scores_gemma":[0.000101995625,0.00013636822,0.00006719157,0.0005012545,0.00040102814,0.0007490251,0.00014634531,0.0003915505,0.000007750707],"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":[0.00006629135,0.000048492002,0.0008087955,0.00004427768,0.00001972972,0.0000024491055,0.016124183,0.000008618793,0.0011012818,0.95922476,0.0037146886,0.01883643],"study_design_scores_gemma":[0.007916353,0.0019919074,0.050544973,0.0002966803,0.00019369941,0.00026541547,0.06106528,0.35142046,0.009440024,0.33755198,0.1767061,0.0026071162],"about_ca_topic_score_codex":0.00003333124,"about_ca_topic_score_gemma":0.0000017132157,"teacher_disagreement_score":0.8202641,"about_ca_system_score_codex":0.000046355428,"about_ca_system_score_gemma":0.00011542503,"threshold_uncertainty_score":0.5651657},"labels":[],"label_agreement":null},{"id":"W4313502828","doi":"10.1080/01639374.2022.2148801","title":"Digital Bookplates: Cataloging Processes and Workflows","year":2022,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital and Traditional Archives Management","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":"Western University","funders":"","keywords":"Cataloging; Metadata; Workflow; World Wide Web; Computer science; Digital library; Digital preservation; Visibility; Library science; Digitization; Database","score_opus":0.03605310297892224,"score_gpt":0.20811212915829969,"score_spread":0.17205902617937746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313502828","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":[0.26584613,0.0004536241,0.0013763999,0.004316904,0.00096626347,0.00086639664,0.0018087254,0.0008787768,0.7234868],"genre_scores_gemma":[0.9893093,0.0000037481523,0.00002885522,0.00027122654,0.00015855546,0.00020212946,0.0018776861,0.000019685212,0.008128775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989147,0.000019881118,0.00024385769,0.0003571619,0.00023689143,0.0002274733],"domain_scores_gemma":[0.99946654,0.000106629755,0.00012014799,0.00019006153,0.00004453008,0.00007211827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008872911,0.00015768489,0.00012692432,0.00014439545,0.0008882319,0.00079818646,0.00022304057,0.000007516537,0.0001343932],"category_scores_gemma":[0.00001510173,0.000152516,0.000042588938,0.000080416205,0.0002597872,0.0009076589,0.00006342608,0.00014170619,0.00010531039],"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":[0.000030291478,0.00026097376,0.0002896846,0.00014214209,0.000059456437,0.000019719906,0.02607395,0.000018610528,0.00003508984,0.7062908,0.004514013,0.2622653],"study_design_scores_gemma":[0.00044615392,0.0005556047,0.0067327577,0.00004854921,0.00003944149,0.000042520038,0.031800594,0.0007576048,0.0000057121824,0.06341212,0.89554465,0.0006142696],"about_ca_topic_score_codex":0.000013354007,"about_ca_topic_score_gemma":0.000016635853,"teacher_disagreement_score":0.89103067,"about_ca_system_score_codex":0.000046241017,"about_ca_system_score_gemma":0.000040683626,"threshold_uncertainty_score":0.7696931},"labels":[],"label_agreement":null},{"id":"W4367049498","doi":"10.1080/01639374.2023.2204309","title":"Implementation and Maintenance of FAST as Linked Data in a Digital Collections Platform at University of Victoria Libraries","year":2023,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","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":"University of Victoria","funders":"","keywords":"Metadata; Computer science; Controlled vocabulary; World Wide Web; Variety (cybernetics); Digital library; Subject (documents); Process (computing); Cataloging; Linked data; Information retrieval; Database; Semantic Web; Linguistics; Programming language","score_opus":0.04318141662342993,"score_gpt":0.25747470809794576,"score_spread":0.2142932914745158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367049498","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":[0.9570022,0.000015436946,0.038604796,0.00078611594,0.00027653127,0.00033552008,0.0002550863,0.00016268558,0.0025615988],"genre_scores_gemma":[0.99857956,0.000009806823,0.00038584415,0.000013376696,0.000008609308,0.0000019432973,0.00047021234,0.0000022540207,0.00052836875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991794,0.00001354411,0.00029325308,0.00021916277,0.0001681891,0.00012640943],"domain_scores_gemma":[0.99912256,0.00008200735,0.0002442436,0.00045245615,0.000057919795,0.000040837618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021263024,0.00006376442,0.00011240369,0.00026498403,0.00013885599,0.00016993574,0.0006564606,0.000034714834,0.000006713501],"category_scores_gemma":[0.000018244771,0.00006321405,0.000016708633,0.0013238741,0.00010885905,0.0075881993,0.0001631441,0.000040219442,0.000033925688],"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":[0.000105604275,0.00016868851,0.17229944,0.00034339738,0.00007412105,0.000012809162,0.2890309,0.000053839132,0.015338134,0.34916896,0.034558576,0.13884552],"study_design_scores_gemma":[0.0021067476,0.0006732422,0.5939378,0.00015275624,0.0000072570647,0.000032951855,0.18559815,0.17728247,0.0012390001,0.008428356,0.030030988,0.0005102419],"about_ca_topic_score_codex":0.00009393557,"about_ca_topic_score_gemma":0.000061958846,"teacher_disagreement_score":0.4216384,"about_ca_system_score_codex":0.000035408935,"about_ca_system_score_gemma":0.00013534627,"threshold_uncertainty_score":0.55012614},"labels":[],"label_agreement":null},{"id":"W4379142648","doi":"10.1080/01639374.2023.2215762","title":"FAST the Inside Track: Where We Are, Where Do We Want to Be, and How Do We Get There?","year":2023,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"linguistics and terminology studies","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":true,"ca_institutions":"Université Laval; University of Victoria","funders":"","keywords":"Subject (documents); Cataloging; Terminology; Computer science; Metadata; Controlled vocabulary; Library science; Vocabulary; World Wide Web; Library of congress; Collection development; Outreach; Political science; Linguistics","score_opus":0.07642546810594483,"score_gpt":0.2650483606929208,"score_spread":0.18862289258697598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379142648","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":[0.39397657,0.025707118,0.00015861225,0.56402415,0.0029457514,0.0011496948,0.0008071188,0.0009272364,0.010303764],"genre_scores_gemma":[0.9863656,0.0041220686,0.00003410675,0.0002024638,0.00072643964,0.00014026811,0.000039064926,0.000039669023,0.0083303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985056,0.000086371045,0.00028331997,0.0005023917,0.00021808322,0.0004042536],"domain_scores_gemma":[0.9986514,0.00027649789,0.00021614523,0.0005592561,0.00020354879,0.00009315835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002484071,0.0002822214,0.00029424738,0.00016458826,0.00095095695,0.0007509149,0.00033492077,0.00009180142,0.00007046855],"category_scores_gemma":[0.000054879154,0.00019428591,0.000079853824,0.00011898834,0.00050441414,0.00014786763,0.000060699593,0.00025781573,0.00025415255],"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":[0.000025968397,0.00009095033,0.0024534503,0.00026514687,0.00020234073,0.000056441328,0.29226103,0.0000023920013,0.000307157,0.34479135,0.1581365,0.20140725],"study_design_scores_gemma":[0.00023778107,0.0001598894,0.007697998,0.00020568773,0.00005421797,0.000008611776,0.14476636,0.00013071575,0.000013689933,0.010414661,0.83600485,0.0003055323],"about_ca_topic_score_codex":0.00006963083,"about_ca_topic_score_gemma":0.0035787309,"teacher_disagreement_score":0.67786837,"about_ca_system_score_codex":0.000038101425,"about_ca_system_score_gemma":0.000033919292,"threshold_uncertainty_score":0.79227495},"labels":[],"label_agreement":null},{"id":"W4396832846","doi":"10.1080/01639374.2024.2347210","title":"Duplicate Records in WorldCat for 20th-Century American, British, and Canadian Books: A Comparison of Duplication Rates and Causes","year":2024,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","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":"Concordia University","funders":"","keywords":"Library science; Cataloging; History; Computer science; Information retrieval; Genealogy; World Wide Web","score_opus":0.06085712074718828,"score_gpt":0.2895339395762924,"score_spread":0.22867681882910415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396832846","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":[0.985783,0.0052501676,0.0000772883,0.0015155209,0.0002932304,0.00060190284,0.00043492377,0.00010807238,0.005935886],"genre_scores_gemma":[0.9974526,0.00012163045,0.000045788474,0.00011991756,0.0001054791,0.00016462477,0.00034770896,0.000023913333,0.0016183162],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998873,0.000025437575,0.0003884543,0.00035509316,0.00008331358,0.00027471958],"domain_scores_gemma":[0.99932045,0.00016572376,0.00011614787,0.00017600862,0.00009832052,0.00012337937],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00021895238,0.00013820597,0.00023795039,0.0002650702,0.00020191899,0.0010540996,0.00011353203,0.000036760066,0.000031841722],"category_scores_gemma":[0.000029138439,0.0001521118,0.000038789058,0.00008211062,0.00044394587,0.0005443638,0.000008582777,0.00012706322,0.000008263088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039275907,0.000109779656,0.011725337,0.0005374683,0.000059014776,0.000007164316,0.058102008,8.6969794e-7,0.00044133628,0.41559362,0.009323189,0.5040609],"study_design_scores_gemma":[0.0004680235,0.000621078,0.090613954,0.00057862926,0.000070709946,0.000021339187,0.05604687,0.0035032488,0.000058234953,0.006755579,0.8406307,0.00063164264],"about_ca_topic_score_codex":0.040075015,"about_ca_topic_score_gemma":0.4250276,"teacher_disagreement_score":0.83130753,"about_ca_system_score_codex":0.00009321987,"about_ca_system_score_gemma":0.00008728458,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W4400203045","doi":"10.1080/01639374.2024.2369903","title":"Presenting Compounds to End Users in Search Results","year":2024,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Information Retrieval and Search Behavior","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":"Concordia University","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Computer science; Information retrieval; World Wide Web; Library science; Database","score_opus":0.05971000402951099,"score_gpt":0.32209805485463944,"score_spread":0.26238805082512845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400203045","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":[0.66408145,0.00009495472,0.29967737,0.02237936,0.0013778831,0.0010278891,0.00007223553,0.0012010246,0.010087816],"genre_scores_gemma":[0.99603367,0.0000021192973,0.00302458,0.00015057939,0.000054669734,0.00004382851,0.0001106463,0.000008772728,0.0005711404],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812883,0.00008890862,0.00046878884,0.00045048166,0.000469108,0.00039385812],"domain_scores_gemma":[0.998961,0.00018973104,0.000042029904,0.00054651574,0.00011525049,0.00014548427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010313623,0.00012582382,0.00011827574,0.00056088076,0.00013299253,0.00095191266,0.000741948,0.00006426316,0.0000066694656],"category_scores_gemma":[0.00005487752,0.00011944784,0.00005060252,0.0013474249,0.000048495316,0.0012165096,0.00006766859,0.0002819181,0.00073102437],"study_design_candidate":"design_other","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":[0.000073559626,0.00018287705,0.0027752584,0.00023785823,0.000026542171,0.00014816914,0.09328283,0.00030056373,0.03532008,0.17787562,0.011162445,0.6786142],"study_design_scores_gemma":[0.0010438904,0.00049423025,0.27682644,0.00030105823,0.000009591807,0.000060497558,0.004036568,0.65517426,0.0043251207,0.0014337053,0.05543252,0.00086211174],"about_ca_topic_score_codex":0.00006462307,"about_ca_topic_score_gemma":0.000023287683,"teacher_disagreement_score":0.6777521,"about_ca_system_score_codex":0.00017468419,"about_ca_system_score_gemma":0.00015451465,"threshold_uncertainty_score":0.93960834},"labels":[],"label_agreement":null},{"id":"W4400332946","doi":"10.1080/01639374.2024.2355734","title":"In Memoriam: Nancy J. Williamson","year":2024,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Oral History, Memory, Narrative Analysis","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; Philosophy; Computer science","score_opus":0.04393651848291071,"score_gpt":0.2714010490359206,"score_spread":0.22746453055300989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400332946","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":[0.46284002,0.030843081,0.00557183,0.049142264,0.06478079,0.00269869,0.0005707668,0.0041524684,0.37940007],"genre_scores_gemma":[0.97522265,0.000017917626,0.000050135644,0.00020898247,0.0015958877,0.000084096326,0.00017214946,0.000034939374,0.022613274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847585,0.000091114074,0.00042499971,0.00050096615,0.00022933919,0.00027774367],"domain_scores_gemma":[0.9992605,0.00008368072,0.00009261986,0.00040399993,0.00009209403,0.00006713848],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028212558,0.00020603112,0.00023753755,0.00048563673,0.00021793183,0.00033274235,0.00023456628,0.000068110516,0.0012045845],"category_scores_gemma":[0.000025131172,0.00019148417,0.0001303871,0.00024426667,0.00025693153,0.00087548833,0.0000066886605,0.00025562738,0.002016611],"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":[0.000023016952,0.00019270983,0.0002293775,0.00023449303,0.000100950674,0.00010807922,0.26565424,0.0000052963574,0.0043955045,0.488624,0.18258671,0.057845607],"study_design_scores_gemma":[0.00017373194,0.00014092651,0.00068598735,0.00011306582,0.000048938928,0.0000036644371,0.018007819,0.001933754,0.00008803388,0.0047066445,0.9737576,0.0003397972],"about_ca_topic_score_codex":0.0002178989,"about_ca_topic_score_gemma":0.0013260521,"teacher_disagreement_score":0.79117095,"about_ca_system_score_codex":0.00029668762,"about_ca_system_score_gemma":0.00008193273,"threshold_uncertainty_score":0.9997085},"labels":[],"label_agreement":null},{"id":"W4402841132","doi":"10.1080/01639374.2024.2406770","title":"Cataloging and Classification: An Introduction","year":2024,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":10,"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 Toronto","funders":"","keywords":"Cataloging; Computer science; Library science; Resource Description and Access; Information retrieval; World Wide Web","score_opus":0.034082130937683315,"score_gpt":0.2635630983851068,"score_spread":0.22948096744742347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402841132","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":[0.07812298,0.000552289,0.87685895,0.034692246,0.0034535914,0.0004917501,0.000018920065,0.002400148,0.0034091068],"genre_scores_gemma":[0.99531364,0.000014801809,0.0030111629,0.0002810557,0.0005599904,0.0000607405,0.00027448454,0.000012025725,0.00047208995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998041,0.00009596405,0.00048767295,0.00075383694,0.0003307607,0.00029081476],"domain_scores_gemma":[0.99860775,0.000067840105,0.00013464151,0.00091942854,0.00009731992,0.00017302588],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00075013324,0.00018498606,0.00014974552,0.00037637472,0.00032388116,0.002381673,0.00077038934,0.000095042196,0.000013574003],"category_scores_gemma":[0.000022727692,0.00016597293,0.000044463693,0.0009167168,0.00014299978,0.013348497,0.000042352196,0.00018854672,0.00048568702],"study_design_candidate":"simulation_or_modeling","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":[0.0000023186183,0.000028493618,0.00040284812,0.00007697621,0.0000119483575,0.000004434959,0.015525351,0.000008532611,0.012338381,0.63359416,0.009034246,0.32897234],"study_design_scores_gemma":[0.00020449185,0.00035014216,0.041657276,0.000057453923,0.000008167798,0.00030186985,0.0075619817,0.6808447,0.00059715164,0.006055367,0.261731,0.00063035457],"about_ca_topic_score_codex":0.000009392327,"about_ca_topic_score_gemma":0.0000024042038,"teacher_disagreement_score":0.9171907,"about_ca_system_score_codex":0.00007849638,"about_ca_system_score_gemma":0.00013895523,"threshold_uncertainty_score":0.99865395},"labels":[],"label_agreement":null},{"id":"W4414513469","doi":"10.1080/01639374.2025.2562548","title":"Cataloging Ethics Definitions Revisited: Practitioner Perspectives Five Years Later","year":2025,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Legal Education and Practice Innovations","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":"Bibliographical Society of Canada","funders":"","keywords":"Cataloging; Resource Description and Access","score_opus":0.10551369373338743,"score_gpt":0.40415947372963956,"score_spread":0.29864577999625214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414513469","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":[0.04884026,0.0008234022,0.025284316,0.5128121,0.0026010852,0.0013685555,0.00023276803,0.0012414347,0.4067961],"genre_scores_gemma":[0.98909223,0.00016611976,0.001425396,0.0023369533,0.000231124,0.00013332689,0.00059725257,0.000014369912,0.006003205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979803,0.00053044764,0.0003903488,0.00043768476,0.00034427518,0.0003169276],"domain_scores_gemma":[0.997221,0.0011713145,0.00028412155,0.0004532219,0.00077600323,0.000094364674],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014877362,0.0001448631,0.00015338496,0.00041998865,0.0015586982,0.00064687716,0.00031177475,0.00024731684,0.0002740721],"category_scores_gemma":[0.0026257979,0.0001653675,0.000080810605,0.0014072824,0.0004448581,0.0015311069,0.000015951151,0.000995959,0.0005697255],"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":[0.0000067459673,0.00012996944,0.00046161804,0.000016144319,0.00003296178,0.000002187895,0.1192007,0.0000029299758,0.00032910093,0.857714,0.017921327,0.004182327],"study_design_scores_gemma":[0.0002745039,0.000036569614,0.041527588,0.00010489514,0.000082865416,0.0000051540396,0.3000506,0.00007741947,0.000023708968,0.024493925,0.6329786,0.00034416874],"about_ca_topic_score_codex":0.0013907021,"about_ca_topic_score_gemma":0.00068162446,"teacher_disagreement_score":0.940252,"about_ca_system_score_codex":0.00039773714,"about_ca_system_score_gemma":0.0015041298,"threshold_uncertainty_score":0.99974114},"labels":[],"label_agreement":null},{"id":"W4416759080","doi":"10.1080/01639374.2025.2583057","title":"Agnese Galeffi (August 31, 1974–September 24, 2025)","year":2025,"lang":"en","type":"article","venue":"Cataloging & Classification Quarterly","topic":"Earthquake and Disaster Impact Studies","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":"Concordia University","funders":"","keywords":"Standardization; Cataloging","score_opus":0.05040273762387413,"score_gpt":0.3450335190562787,"score_spread":0.29463078143240456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416759080","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":[0.39605415,0.0013013491,0.0024329405,0.011698183,0.001966637,0.0006514274,0.000027752427,0.0005703331,0.5852972],"genre_scores_gemma":[0.9426333,0.00004202727,0.0001201267,0.0006956804,0.00024667408,0.00007839178,0.0000637888,0.000011027815,0.05610899],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982144,0.00017287814,0.00037658305,0.00042038716,0.00031955112,0.0004961492],"domain_scores_gemma":[0.9987705,0.00027164334,0.00014991479,0.0004771547,0.00018266645,0.00014812814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005752902,0.00019698309,0.00023868971,0.00019109833,0.0009672832,0.000271959,0.00038191894,0.00014851839,0.00018911768],"category_scores_gemma":[0.00021266416,0.00019364474,0.00012302987,0.00066926726,0.00045647158,0.00045860122,0.000026249458,0.00018456911,0.0010589975],"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":[0.00006228484,0.0004257694,0.0747469,0.00016007476,0.000162379,0.000015033071,0.08538378,0.0000043138566,0.002834567,0.14046258,0.57127035,0.12447201],"study_design_scores_gemma":[0.00071657216,0.00013128929,0.2559551,0.0001512204,0.00009028572,0.0000016380638,0.076381885,0.00007253023,0.000112776754,0.0045031155,0.6613536,0.000529987],"about_ca_topic_score_codex":0.0005425945,"about_ca_topic_score_gemma":0.0014286358,"teacher_disagreement_score":0.5465791,"about_ca_system_score_codex":0.00016592567,"about_ca_system_score_gemma":0.00032682467,"threshold_uncertainty_score":0.9997188},"labels":[],"label_agreement":null}]}