{"meta":{"query_hash":"8ceae736ef45","filters":{"venue":"Library trends"},"cohort_total":19,"direct_labels_cover":1,"predictions_cover":19,"exported":19,"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/8ceae736ef45","api":"https://metacan.xera.ac/api/v1/cohort?venue=Library+trends"},"results":[{"id":"W1505993636","doi":"10.1353/lib.2015.0020","title":"Regime Change in Romania: A Quarter-Century Impact on Libraries","year":2015,"lang":"en","type":"article","venue":"Library trends","topic":"Freedom of Expression and Defamation","field":"Social Sciences","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":"Diversification (marketing strategy); Legislation; Library science; Transformative learning; Publishing; Quarter (Canadian coin); Professional association; Public relations; Information industry; Political science; Sociology; Business; Law; Marketing; History; Computer science","score_opus":0.0523653270156336,"score_gpt":0.322893847078732,"score_spread":0.27052852006309835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505993636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4865683,0.082505874,0.0034962806,0.09790488,0.0028253363,0.0001298768,0.00068919256,0.00026916643,0.32561108],"genre_scores_gemma":[0.9379613,0.017726516,0.0010161862,0.012462002,0.0010627022,0.00007319974,0.00017531877,0.0001017034,0.029421126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99647754,0.0013781701,0.00023968211,0.00030857904,0.0006068276,0.0009892295],"domain_scores_gemma":[0.99740124,0.00079521374,0.000535897,0.00026671708,0.0005391043,0.00046182866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004831498,0.00020055332,0.000515559,0.0016140898,0.005957171,0.009229014,0.00062857306,0.0018576458,0.008349294],"category_scores_gemma":[0.006539253,0.00037782118,0.0005450841,0.0030198912,0.006036059,0.0028995422,0.005909556,0.002839658,0.0012571417],"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":[0.00031627048,0.00017494055,0.029042333,0.0013383954,0.00008484926,0.0029122534,0.055431716,0.0014778336,0.0022793843,0.5655799,0.040473565,0.3008886],"study_design_scores_gemma":[0.000020838897,0.000120859084,0.08545446,0.000947247,0.000018638795,0.0008624679,0.016849507,0.0002646828,0.00083800626,0.009515351,0.8850095,0.00009852141],"about_ca_topic_score_codex":0.014488926,"about_ca_topic_score_gemma":0.012106679,"teacher_disagreement_score":0.014488926,"about_ca_system_score_codex":0.012704548,"about_ca_system_score_gemma":0.009533272,"threshold_uncertainty_score":0.092178404},"labels":[],"label_agreement":null},{"id":"W1982532129","doi":"10.1353/lib.2006.0023","title":"Perspectives on Building Consortia Between Libraries and Other Agencies","year":2006,"lang":"en","type":"article","venue":"Library trends","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":14,"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; Political science; Sociology; Business; Computer science","score_opus":0.01518275180484786,"score_gpt":0.21037699082509373,"score_spread":0.19519423902024588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982532129","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058012273,0.007958559,0.043692548,0.21388258,0.0021838972,0.0005790475,0.00008938816,0.00044942688,0.6731524],"genre_scores_gemma":[0.833145,0.005236964,0.0147846155,0.015291056,0.0008977479,0.0007301549,0.0001502051,0.00019783444,0.12956645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9395938,0.043125752,0.0009836856,0.0018714274,0.0061318474,0.008293423],"domain_scores_gemma":[0.95610464,0.018210763,0.0021687266,0.0023575907,0.009175383,0.011982851],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05560108,0.0006059717,0.00066176493,0.0031145688,0.026247505,0.028932763,0.0042710803,0.00795307,0.019499842],"category_scores_gemma":[0.037734132,0.0008717132,0.0010738468,0.0044298754,0.015930863,0.029820155,0.024030114,0.007334299,0.0032136037],"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":[0.000048487324,0.00015294355,0.0020934583,0.00015739602,0.00001453735,0.001062261,0.043097585,0.0006152221,0.00034463912,0.8851983,0.029830407,0.03738479],"study_design_scores_gemma":[0.00006600742,0.000105942905,0.0009557814,0.00031288274,0.00001802575,0.00045064723,0.105032735,0.0009659168,0.0003723895,0.1086981,0.78297466,0.00004692722],"about_ca_topic_score_codex":0.018806709,"about_ca_topic_score_gemma":0.026282106,"teacher_disagreement_score":0.97106725,"about_ca_system_score_codex":0.016540986,"about_ca_system_score_gemma":0.0352293,"threshold_uncertainty_score":0.2940501},"labels":[],"label_agreement":null},{"id":"W1987886485","doi":"10.1353/lib.2011.0002","title":"Correctional Service of Canada Prison Libraries from 1980 to 2010","year":2011,"lang":"en","type":"article","venue":"Library trends","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":11,"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":"Prison; Legislature; Service (business); Directive; Prison population; Political science; Population; Face (sociological concept); Ethnic group; Public administration; Library science; Sociology; Law; Business; Social science","score_opus":0.053749088846981465,"score_gpt":0.30682548958800177,"score_spread":0.2530764007410203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987886485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5503418,0.031152988,0.001463734,0.06558862,0.0015829712,0.00039249708,0.028745798,0.0014008941,0.31933072],"genre_scores_gemma":[0.789745,0.017185539,0.0012433338,0.0063556833,0.00034942446,0.0001090089,0.005303421,0.00014775201,0.17956088],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959099,0.00014692087,0.00014731793,0.00024400686,0.0018932176,0.0016585141],"domain_scores_gemma":[0.97721714,0.0006552252,0.0017371891,0.00026470298,0.014575161,0.005550625],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013330773,0.0003365093,0.0002183882,0.0065548806,0.010484677,0.006283095,0.0019615223,0.00078406127,0.0144530265],"category_scores_gemma":[0.009192009,0.0003704574,0.00032691166,0.010539554,0.002040869,0.0018685111,0.0025139733,0.0013502969,0.0016160274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035353968,0.0001868441,0.2029931,0.0013213534,0.00006810169,0.0013413397,0.024525076,0.0007983804,0.0012258071,0.015663726,0.31219393,0.43932882],"study_design_scores_gemma":[0.000012368823,0.000049341146,0.41328624,0.000501788,0.000037317677,0.0004167599,0.016180824,0.00028288917,0.0008828067,0.00020731323,0.56806165,0.00008077301],"about_ca_topic_score_codex":0.9929442,"about_ca_topic_score_gemma":0.99688065,"teacher_disagreement_score":0.9937169,"about_ca_system_score_codex":0.14419357,"about_ca_system_score_gemma":0.17603166,"threshold_uncertainty_score":0.99261415},"labels":[],"label_agreement":null},{"id":"W2010054625","doi":"10.1353/lib.0.0080","title":"The Blind Man Describes the Elephant: The Scope and Development of the 8Rs Canadian Library Human Resource Study","year":2009,"lang":"en","type":"article","venue":"Library trends","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":12,"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":"Summit; Human resources; Scope (computer science); Library science; Human resource management; Restructuring; Resource (disambiguation); Remuneration; Management; Public relations; Political science; Sociology; Geography","score_opus":0.023212256905084765,"score_gpt":0.27119316608177196,"score_spread":0.2479809091766872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010054625","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08864418,0.057198375,0.012385564,0.49033913,0.010196092,0.005140653,0.003926884,0.0003624933,0.33180663],"genre_scores_gemma":[0.6011801,0.07555504,0.049727123,0.10649279,0.0022432846,0.007154995,0.0028498112,0.0007893308,0.15400754],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.96548,0.012008535,0.0012833569,0.0021510948,0.01331922,0.0057577123],"domain_scores_gemma":[0.9189129,0.013454912,0.0019298822,0.002902036,0.04438965,0.018410608],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0721936,0.00070633594,0.0012176544,0.015655622,0.043652747,0.016610358,0.0050746268,0.0028558443,0.005148198],"category_scores_gemma":[0.06064432,0.00092880736,0.0006665568,0.01760683,0.02963666,0.0096902605,0.01587964,0.005412796,0.0009782345],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090981426,0.00016098974,0.03957899,0.0009654136,0.00003203864,0.0006831925,0.23661177,0.00027888955,0.00052641623,0.1920479,0.30661362,0.22240981],"study_design_scores_gemma":[0.00001726083,0.00005963099,0.037137616,0.0035980411,0.000020976491,0.00011646457,0.22881047,0.00022058933,0.00013700532,0.007461115,0.722298,0.00012280457],"about_ca_topic_score_codex":0.9782737,"about_ca_topic_score_gemma":0.9904158,"teacher_disagreement_score":0.9833896,"about_ca_system_score_codex":0.13099602,"about_ca_system_score_gemma":0.44294184,"threshold_uncertainty_score":0.9504471},"labels":[],"label_agreement":null},{"id":"W2020664340","doi":"10.1353/lib.2012.0022","title":"Capitalizing on Information Organization and Information Visualization for a New-Generation Catalogue","year":2012,"lang":"en","type":"article","venue":"Library trends","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":9,"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":"Centre for Interdisciplinary Research in Music Media and Technology; McGill University; University of Wisconsin-Milwaukee","keywords":"Computer science; Subject (documents); World Wide Web; Information retrieval; USable; Subject access; Digital library; Library catalog; Leverage (statistics); Controlled vocabulary; Vocabulary; Artificial intelligence","score_opus":0.012152060795173256,"score_gpt":0.24596519278730852,"score_spread":0.23381313199213527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020664340","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14308389,0.0010881296,0.65544754,0.006960155,0.00021565658,0.0005074819,0.00039100798,0.009222185,0.18308392],"genre_scores_gemma":[0.3418693,0.000669546,0.6367513,0.00047415053,0.000106585016,0.00018789391,0.00063312316,0.0010861236,0.018222023],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983026,0.00059407356,0.00012576448,0.00021013798,0.00065577094,0.00011167605],"domain_scores_gemma":[0.9900475,0.0029734536,0.0006587098,0.0047228443,0.0010541035,0.0005434312],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033569199,0.00039859762,0.00035718037,0.003093463,0.0012151338,0.010348483,0.0015232401,0.0008468162,0.007836342],"category_scores_gemma":[0.014124147,0.00062657235,0.00053841394,0.0031964201,0.0023030478,0.01957729,0.0049251667,0.0014442881,0.002493074],"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":[0.00014067968,0.00027171677,0.0071294014,0.0005718196,0.000031576332,0.0005455883,0.020701166,0.0025998421,0.019878695,0.40335125,0.013728681,0.53104955],"study_design_scores_gemma":[0.000082989754,0.0004588542,0.012282187,0.00061452965,0.000120218305,0.0020634413,0.008059308,0.029519727,0.016515192,0.15705569,0.7730446,0.00018326995],"about_ca_topic_score_codex":0.0033412296,"about_ca_topic_score_gemma":0.007648139,"teacher_disagreement_score":0.9896515,"about_ca_system_score_codex":0.0017047337,"about_ca_system_score_gemma":0.0021431728,"threshold_uncertainty_score":0.026215196},"labels":[],"label_agreement":null},{"id":"W2071976751","doi":"10.1353/lib.2012.0019","title":"Social Discovery Systems in Public Libraries: If We Build Them, Will They Come?","year":2012,"lang":"en","type":"article","venue":"Library trends","topic":"Web and Library Services","field":"Computer Science","cited_by":15,"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":"Relevance (law); World Wide Web; Library classification; Computer science; Data science; Political science","score_opus":0.025198784074414473,"score_gpt":0.22271148732161053,"score_spread":0.19751270324719605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071976751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62479895,0.013903234,0.030684274,0.20908566,0.0006937321,0.00055801345,0.0010636942,0.002292434,0.11692004],"genre_scores_gemma":[0.95425415,0.0047477875,0.020736475,0.0033847908,0.00043162584,0.00029010093,0.00046912185,0.0002647151,0.0154212415],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9831872,0.0069809747,0.00060158444,0.0010537545,0.0057113254,0.0024652309],"domain_scores_gemma":[0.94671386,0.019441633,0.009180512,0.0060523953,0.011532878,0.007078812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02001878,0.00040947707,0.00069811824,0.005913081,0.012475998,0.021534134,0.0033588428,0.0034870428,0.007121476],"category_scores_gemma":[0.052490104,0.0010098111,0.0008162491,0.009076138,0.016094958,0.034671642,0.008056354,0.0027281267,0.0020627847],"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":[0.00033830453,0.00048139622,0.17224102,0.0010307998,0.00023163045,0.000496326,0.15043814,0.0020322863,0.001817693,0.21589981,0.03610135,0.4188912],"study_design_scores_gemma":[0.00008201875,0.00029203008,0.14831682,0.0007498194,0.00018042792,0.0004120793,0.19221461,0.0067846277,0.0018243259,0.09965801,0.54912823,0.0003570353],"about_ca_topic_score_codex":0.22249646,"about_ca_topic_score_gemma":0.24602987,"teacher_disagreement_score":0.22249646,"about_ca_system_score_codex":0.029586457,"about_ca_system_score_gemma":0.030926783,"threshold_uncertainty_score":0.44240278},"labels":[],"label_agreement":null},{"id":"W2127032760","doi":"10.1353/lib.2007.0054","title":"Constructions of Authenticity","year":2007,"lang":"en","type":"article","venue":"Library trends","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":67,"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; University of British Columbia","funders":"","keywords":"Sociology; Library science; Computer science","score_opus":0.07465272148296974,"score_gpt":0.3740768826135529,"score_spread":0.2994241611305831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127032760","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037098736,0.009641094,0.15369205,0.03253647,0.0009820336,0.0001795378,0.00011833521,0.00021005735,0.7655417],"genre_scores_gemma":[0.94279385,0.0032529947,0.026145697,0.0022862416,0.00049694267,0.00027812493,0.00012614083,0.00019323868,0.024426786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9446618,0.042784028,0.0019701447,0.00339617,0.0053168167,0.0018710981],"domain_scores_gemma":[0.9633711,0.01989522,0.0028823644,0.008721204,0.003451117,0.0016789562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03019515,0.0009788478,0.00077160605,0.004918831,0.015821131,0.021349302,0.0021058165,0.00479727,0.0047941706],"category_scores_gemma":[0.033887874,0.0007719506,0.0008101383,0.0028703355,0.10993557,0.025109053,0.020860488,0.0071059167,0.0011415401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003857776,0.000004022769,0.00011570923,0.000031107094,0.0000039233432,0.000061854415,0.025069028,0.000053175987,0.000044212306,0.9708838,0.000515773,0.0032136121],"study_design_scores_gemma":[0.000009709714,0.00002311113,0.00019200564,0.00036533817,0.000011369563,0.00037048513,0.019026378,0.00018795104,0.00033532712,0.8150822,0.1643713,0.000024844281],"about_ca_topic_score_codex":0.0015098023,"about_ca_topic_score_gemma":0.0010574124,"teacher_disagreement_score":0.03019515,"about_ca_system_score_codex":0.006081919,"about_ca_system_score_gemma":0.0056754895,"threshold_uncertainty_score":0.15968913},"labels":[],"label_agreement":null},{"id":"W2135724278","doi":"10.1353/lib.2006.0025","title":"Closing the 95 Percent Gap: Library Resource Sharing for People with Print Disabilities","year":2006,"lang":"en","type":"article","venue":"Library trends","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":38,"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":"Equity (law); Publishing; Physical access; Subsidy; Resource (disambiguation); Shared resource; Universal design; Public relations; Reading (process); Web accessibility; Business; World Wide Web; The Internet; Computer science; Political science; Law","score_opus":0.02219871576737162,"score_gpt":0.2644653412884477,"score_spread":0.24226662552107606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135724278","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28611484,0.008950289,0.0060146013,0.38362584,0.0010893908,0.00012910886,0.0007070848,0.00033821052,0.31303057],"genre_scores_gemma":[0.9452335,0.005339787,0.003559218,0.019715529,0.00043876204,0.00021364902,0.00042744374,0.0000808905,0.024991201],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99289685,0.002542333,0.00039083802,0.0003241499,0.0017843997,0.002061409],"domain_scores_gemma":[0.9914488,0.0026015907,0.0009866429,0.00072445266,0.0016653284,0.00257317],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009200916,0.00024713154,0.00047932306,0.0023894429,0.007458899,0.0063045197,0.0020393382,0.0029179854,0.020959068],"category_scores_gemma":[0.028348222,0.00019638272,0.00055133237,0.0035080763,0.003189674,0.011617231,0.0128720505,0.0019060822,0.001987847],"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":[0.00011801275,0.00021198895,0.033786524,0.00055146555,0.0000390929,0.00056353485,0.05236652,0.00057025754,0.00029456153,0.117997885,0.19988514,0.59361494],"study_design_scores_gemma":[0.00007400327,0.00026683454,0.10804475,0.0017373117,0.00009731073,0.0013501659,0.22649273,0.0013948727,0.0007047442,0.09186237,0.5678506,0.00012423996],"about_ca_topic_score_codex":0.059352264,"about_ca_topic_score_gemma":0.06906319,"teacher_disagreement_score":0.9936955,"about_ca_system_score_codex":0.0064300126,"about_ca_system_score_gemma":0.02314733,"threshold_uncertainty_score":0.11801362},"labels":[],"label_agreement":null},{"id":"W2138842097","doi":"10.1353/lib.2007.0012","title":"\"Children who read good books usually behave better, and have good manners\": The Founding of the Notre Dame de Grace Library for Boys and Girls, Montreal, 1943","year":2007,"lang":"en","type":"article","venue":"Library trends","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"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":"Reading (process); Historiography; Library history; Juvenile delinquency; Sociology; Library science; Media studies; History; Law; Political science; Social science; Criminology; Computer science","score_opus":0.016971594226024872,"score_gpt":0.2738971869116533,"score_spread":0.2569255926856284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138842097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74437577,0.01534858,0.0004257127,0.087895304,0.0006809594,0.00013543559,0.0009180953,0.00009416684,0.15012592],"genre_scores_gemma":[0.9367191,0.0049383063,0.00039689644,0.0026636103,0.000086737324,0.000045740937,0.00010039009,0.00006139042,0.054987837],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99780947,0.00040387892,0.00003629596,0.00020698762,0.0005900793,0.00095331966],"domain_scores_gemma":[0.9976178,0.00036463852,0.00019923116,0.00006646592,0.0008208719,0.00093101006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023690027,0.0003901913,0.0004791248,0.0023536014,0.027027007,0.004738451,0.0017737166,0.0010636891,0.005206623],"category_scores_gemma":[0.004008134,0.00057696935,0.0002601311,0.0038920506,0.012501502,0.0018289908,0.0027138107,0.0024742088,0.00029672164],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056865527,0.000047519497,0.040993497,0.00015519485,0.000025143914,0.0024791826,0.8088399,0.000098072276,0.0008136345,0.02685309,0.065481134,0.05415678],"study_design_scores_gemma":[0.000011905183,0.00003961146,0.14271952,0.00028880444,0.000034925004,0.0005597414,0.43461642,0.00004657775,0.0006617477,0.00062550884,0.4203225,0.00007283203],"about_ca_topic_score_codex":0.99188024,"about_ca_topic_score_gemma":0.99858224,"teacher_disagreement_score":0.11213323,"about_ca_system_score_codex":0.11213323,"about_ca_system_score_gemma":0.09121733,"threshold_uncertainty_score":0.8135873},"labels":[],"label_agreement":null},{"id":"W2160479072","doi":"10.1353/lib.0.0065","title":"Leisure and Work in Library and Community Programs for Very Young Children","year":2009,"lang":"en","type":"article","venue":"Library trends","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":38,"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":"Work (physics); Improvisation; Literacy; Early childhood; Child care; Early childhood education; Psychology; Public relations; Sociology; Medical education; Pedagogy; Developmental psychology; Political science; Nursing; Medicine; Engineering","score_opus":0.025310813640881075,"score_gpt":0.27560314738438535,"score_spread":0.2502923337435043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160479072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969351,0.00022216143,0.000050475777,0.00010629323,0.0000036511494,0.000027241509,0.00013387683,0.00000452337,0.002516694],"genre_scores_gemma":[0.9985279,0.00027565265,0.00021424406,0.000030759384,0.000003469415,0.00002831588,0.00010327131,0.0000033364627,0.00081306096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860436,0.00038991333,0.000057924663,0.00011968676,0.00023344887,0.00059461204],"domain_scores_gemma":[0.9986229,0.00023107759,0.00031949798,0.00006202092,0.0001655807,0.0005989651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007454157,0.00020978665,0.0003406925,0.0013278712,0.0047023543,0.0014081086,0.00078665663,0.00033046986,0.0019419017],"category_scores_gemma":[0.0029529175,0.00025562668,0.00027869336,0.0014448061,0.0015772254,0.0006690157,0.0024293857,0.0006182398,0.00014766504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013778388,0.0004259227,0.5906744,0.00027417988,0.000026745573,0.0017345019,0.3496172,0.00009818408,0.0006730075,0.0007361924,0.0023060138,0.053295895],"study_design_scores_gemma":[0.000008486116,0.00014330486,0.69885933,0.0001439205,0.000018299392,0.0004544947,0.287873,0.000047764075,0.00020863424,0.00013242074,0.012086057,0.00002425404],"about_ca_topic_score_codex":0.43436146,"about_ca_topic_score_gemma":0.7287794,"teacher_disagreement_score":0.43436146,"about_ca_system_score_codex":0.0064026713,"about_ca_system_score_gemma":0.0081556,"threshold_uncertainty_score":0.8636664},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2282775485","doi":"10.1353/lib.2015.0043","title":"Antiviolence and Marginalized Communities: Knowledge Creation, Community Mobilization, and Social Justice through a Participatory Archiving Approach","year":2015,"lang":"en","type":"article","venue":"Library trends","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Foregrounding; Sociology; Citizen journalism; Indigenous; Participatory design; Stakeholder; Participatory action research; Public relations; Political science; World Wide Web; Engineering; Computer science","score_opus":0.1530687105729516,"score_gpt":0.28169559276960016,"score_spread":0.12862688219664856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282775485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62812924,0.0065469854,0.059920788,0.04497104,0.00031968922,0.0007293687,0.00008825316,0.00023664416,0.25905812],"genre_scores_gemma":[0.97878474,0.00091749546,0.011067774,0.00080902927,0.000028675044,0.00029815352,0.000016883974,0.000046034143,0.008031231],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9675437,0.027222637,0.00047031228,0.0011009288,0.0019751983,0.0016871323],"domain_scores_gemma":[0.9691029,0.022326408,0.0012983565,0.003598592,0.0016780683,0.0019957405],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03725641,0.00059878605,0.00058083696,0.004669604,0.0346326,0.023424286,0.003649283,0.002764485,0.004201767],"category_scores_gemma":[0.02347304,0.00056103285,0.00045034284,0.00317347,0.073744915,0.012476033,0.029444886,0.003916092,0.0003517153],"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":[0.000018836381,0.00003999625,0.0011494629,0.00010547229,0.0000078111525,0.00028866535,0.8844072,0.00009654188,0.00022026445,0.09241752,0.00067874836,0.020569373],"study_design_scores_gemma":[0.000014899857,0.000042197727,0.0009511527,0.00042832107,0.000016434986,0.0002532675,0.8367855,0.00026209623,0.0006979302,0.08201243,0.07851358,0.000022217648],"about_ca_topic_score_codex":0.022026984,"about_ca_topic_score_gemma":0.04364109,"teacher_disagreement_score":0.97657573,"about_ca_system_score_codex":0.013590752,"about_ca_system_score_gemma":0.037942454,"threshold_uncertainty_score":0.19703305},"labels":[],"label_agreement":null},{"id":"W2312507807","doi":"10.1353/lib.2016.0007","title":"Advocating for Librarianship: The Discourses of Advocacy and Service in the Professional Identities of Librarians","year":2016,"lang":"en","type":"article","venue":"Library trends","topic":"Library Science and Administration","field":"Social Sciences","cited_by":32,"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":"Social Sciences and Humanities Research Council of Canada; Killam Trusts","keywords":"Library science; Service (business); Sociology; Information professional; Professional development; Political science; Public relations; Pedagogy; Computer science; Business","score_opus":0.0335811115181998,"score_gpt":0.3181197041556004,"score_spread":0.2845385926374006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312507807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.676402,0.0163068,0.015274438,0.10623911,0.0008994156,0.0001740919,0.00008070995,0.00018007166,0.1844434],"genre_scores_gemma":[0.98787874,0.002314046,0.0016116335,0.0032211943,0.00026420038,0.00009794862,0.000023402492,0.000058632326,0.004530269],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9548006,0.03844572,0.0010847817,0.0010579826,0.0028247167,0.0017861605],"domain_scores_gemma":[0.9135289,0.07505387,0.0039325845,0.0015003096,0.0033558789,0.0026284],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.03176077,0.00065807096,0.0009929234,0.0083087105,0.033299085,0.020565692,0.002089115,0.007409439,0.0026103088],"category_scores_gemma":[0.05448193,0.0007182618,0.0007358449,0.0070561846,0.05119131,0.025846565,0.017411156,0.0065450915,0.0007588486],"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":[0.00001883848,0.000010769103,0.00045631448,0.00006648635,0.0000021294732,0.00015616762,0.9618568,0.00001168059,0.000116894225,0.033380512,0.000796445,0.0031269349],"study_design_scores_gemma":[0.000012822196,0.000021992215,0.0006450007,0.00044293274,0.000011764919,0.00022241875,0.9245817,0.00016484098,0.0005045825,0.014225137,0.0591414,0.000025385023],"about_ca_topic_score_codex":0.010010871,"about_ca_topic_score_gemma":0.006434306,"teacher_disagreement_score":0.9794343,"about_ca_system_score_codex":0.01311816,"about_ca_system_score_gemma":0.010993691,"threshold_uncertainty_score":0.16796899},"labels":[],"label_agreement":null},{"id":"W4249722887","doi":"10.1353/lib.2011.0000","title":"Introduction","year":2011,"lang":"en","type":"article","venue":"Library trends","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Audience measurement; Outreach; Prison; Political science; Work (physics); Developing country; Sociology; Public relations; Engineering; Law; Economic growth; Computer science","score_opus":0.029439240988300554,"score_gpt":0.26472081445693535,"score_spread":0.2352815734686348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249722887","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010593558,0.009587122,0.005413455,0.036852214,0.050756298,0.00037836414,0.006397427,0.0023402553,0.88721544],"genre_scores_gemma":[0.007879573,0.007294721,0.00275966,0.013353577,0.010312313,0.0002762164,0.0061145937,0.000951118,0.95105827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981743,0.00022171155,0.00010439507,0.00042795547,0.00084434106,0.00022729639],"domain_scores_gemma":[0.9973494,0.0003368258,0.00010307026,0.00024196753,0.0014018096,0.0005670124],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011754278,0.0011045297,0.0006950811,0.001585411,0.0020478452,0.006414397,0.0020495162,0.0033557508,0.5594485],"category_scores_gemma":[0.0061901556,0.0003716649,0.00084928365,0.0012687619,0.000886078,0.0038559644,0.0035190065,0.0032454482,0.39768624],"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":[0.00002516647,0.000021354675,0.00015542726,0.00019050794,0.0000032543442,0.0001299077,0.00013139614,0.00008216259,0.00015949992,0.008679199,0.92170393,0.06871817],"study_design_scores_gemma":[0.000002760781,0.000007754773,0.00015113945,0.00012211129,0.0000012241875,0.00011544496,0.000076417185,0.000022319491,0.000044799828,0.0013340359,0.9981178,0.0000042954284],"about_ca_topic_score_codex":0.004003878,"about_ca_topic_score_gemma":0.0035119487,"teacher_disagreement_score":0.44055152,"about_ca_system_score_codex":0.0028872162,"about_ca_system_score_gemma":0.004016963,"threshold_uncertainty_score":0.6283933},"labels":[],"label_agreement":null},{"id":"W4319288134","doi":"10.1353/lib.2022.0019","title":"Local Music Collectors in Cultural Heritage Organizations: Finding Joy through Occupational Devotion","year":2022,"lang":"en","type":"article","venue":"Library trends","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Perspective (graphical); Context (archaeology); Cultural heritage; Public relations; Work (physics); Sociology; Local community; Psychology; Visual arts; Political science; Engineering; History; Art","score_opus":0.0426164325191466,"score_gpt":0.30118381297052105,"score_spread":0.25856738045137445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319288134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53131497,0.0100690015,0.0012635406,0.06177033,0.0016696847,0.00017286066,0.00017635812,0.00034070192,0.39322248],"genre_scores_gemma":[0.87025505,0.005704705,0.0008450697,0.0033423332,0.00046658417,0.00009783363,0.0000997207,0.00013117831,0.1190575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970196,0.0017287548,0.00005505728,0.00014126716,0.00032063044,0.00073464407],"domain_scores_gemma":[0.9958502,0.00078916654,0.00042090827,0.00018275829,0.00039072018,0.0023662199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043454487,0.00031249752,0.00038022603,0.0014420863,0.019616263,0.011024941,0.0011965636,0.0011087761,0.040672798],"category_scores_gemma":[0.0059441617,0.00034398324,0.0002843853,0.0018365792,0.0073220786,0.0047427863,0.011850373,0.0018868148,0.00622108],"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":[0.00017843365,0.00024956945,0.03386144,0.0005035954,0.000025870015,0.0007987292,0.5863583,0.000039825627,0.0007384069,0.008610934,0.11863727,0.24999759],"study_design_scores_gemma":[0.000012394882,0.00006141704,0.015562628,0.0003483854,0.000015220687,0.00018929873,0.80839294,0.000021518392,0.00010828689,0.00086346443,0.17440923,0.000015166597],"about_ca_topic_score_codex":0.024318583,"about_ca_topic_score_gemma":0.09772625,"teacher_disagreement_score":0.040672798,"about_ca_system_score_codex":0.0036076372,"about_ca_system_score_gemma":0.008998083,"threshold_uncertainty_score":0.13606411},"labels":[],"label_agreement":null},{"id":"W4379418984","doi":"10.1353/lib.2010.a407821","title":"The Blind Man Describes the Elephant: The Training Gaps Analysis for Librarians and Library Technicians","year":2010,"lang":"en","type":"article","venue":"Library trends","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Continuing education; Descriptive statistics; Professional development; Human resources; Snapshot (computer storage); Work (physics); Medical education; Sociology; Management; Engineering; Medicine; Computer science","score_opus":0.025858925371411746,"score_gpt":0.2787445533237748,"score_spread":0.252885627952363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379418984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4606143,0.017449146,0.13332637,0.21992248,0.007272295,0.001584687,0.008671336,0.001349048,0.14981034],"genre_scores_gemma":[0.81953496,0.007021806,0.08143284,0.024279485,0.00048484476,0.0011763305,0.0016773613,0.0006676803,0.063724674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9912048,0.003782154,0.00063305075,0.0007112278,0.0026948424,0.0009737888],"domain_scores_gemma":[0.9818901,0.0071875183,0.0019926438,0.0014461029,0.005955003,0.0015285606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016557967,0.0007753219,0.0007071162,0.008800031,0.007763422,0.0069371304,0.0012614351,0.0021764683,0.006645689],"category_scores_gemma":[0.048044197,0.0005852618,0.0012475194,0.009156086,0.0052721333,0.012354048,0.006175257,0.0032256285,0.0018336828],"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":[0.00032222713,0.00034613803,0.14154062,0.0008961098,0.00024785116,0.0011019248,0.15393518,0.00059181044,0.0015395081,0.07513285,0.18833646,0.43600935],"study_design_scores_gemma":[0.000059960836,0.00041972476,0.13080248,0.0031908832,0.00030668767,0.0017008649,0.3167268,0.0019782057,0.0028306537,0.04406147,0.49759945,0.0003228513],"about_ca_topic_score_codex":0.082804896,"about_ca_topic_score_gemma":0.13204446,"teacher_disagreement_score":0.082804896,"about_ca_system_score_codex":0.0059153857,"about_ca_system_score_gemma":0.01749475,"threshold_uncertainty_score":0.16464579},"labels":[],"label_agreement":null},{"id":"W4403877479","doi":"10.1353/lib.2024.a941429","title":"Understanding Knowledge Management Education within the North American Higher Education System","year":2024,"lang":"en","type":"article","venue":"Library trends","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","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":"Higher education; Knowledge management; Library science; Political science; Engineering management; Sociology; Engineering; Computer science","score_opus":0.03241287012936928,"score_gpt":0.2575681161908312,"score_spread":0.22515524606146192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403877479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79829746,0.0041600573,0.0011257222,0.035878573,0.000060298364,0.000022531187,0.00008089454,0.000021507365,0.16035293],"genre_scores_gemma":[0.9931075,0.0019863416,0.00029789485,0.0010906743,0.000017739701,0.000009046343,0.000039966897,0.0000029961254,0.0034477767],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99888736,0.00032299623,0.000029035473,0.00010124676,0.0003417691,0.0003176401],"domain_scores_gemma":[0.9976192,0.0007874078,0.00033637646,0.00004927822,0.0007603841,0.0004473893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015290428,0.00009177956,0.00011736716,0.0015713777,0.003983647,0.0050738254,0.0005522557,0.00065726327,0.0038126067],"category_scores_gemma":[0.0023435124,0.00012447496,0.00010033699,0.00335364,0.0019846256,0.0042117005,0.0017219327,0.00093644153,0.00017680245],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004937283,0.00052801543,0.26639318,0.00045375834,0.000035823065,0.0005322745,0.2627995,0.001470576,0.0006621465,0.13891463,0.020135766,0.30802503],"study_design_scores_gemma":[0.000010812484,0.000057395355,0.42729563,0.00088727166,0.000023583956,0.00015530123,0.3739608,0.00245629,0.00041043948,0.022712952,0.17200132,0.000028246552],"about_ca_topic_score_codex":0.4859505,"about_ca_topic_score_gemma":0.6266172,"teacher_disagreement_score":0.4859505,"about_ca_system_score_codex":0.023164982,"about_ca_system_score_gemma":0.025950965,"threshold_uncertainty_score":0.9662439},"labels":[],"label_agreement":null},{"id":"W4410830707","doi":"10.1353/lib.2025.a961189","title":"Unpacking Predominant Narratives about Generative AI and Education: A Starting Point for Teaching Critical AI Literacy and Imagining Better Futures","year":2025,"lang":"en","type":"article","venue":"Library trends","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":5,"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":"Arizona State University; University of Toronto; University of Wisconsin-Madison; Massachusetts Institute of Technology","keywords":"Unpacking; Futures contract; Narrative; Generative grammar; Literacy; Point (geometry); Sociology; Mathematics education; Pedagogy; Computer science; Psychology; Linguistics; Artificial intelligence; Mathematics; Philosophy; Economics","score_opus":0.012008924225574553,"score_gpt":0.39640903724625176,"score_spread":0.3844001130206772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410830707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36022764,0.011906919,0.13069052,0.16263205,0.0014966358,0.00026598817,0.00013557468,0.00037846476,0.33226624],"genre_scores_gemma":[0.97991437,0.002251577,0.006891793,0.003423322,0.00017203868,0.000103525825,0.00003579115,0.00016215202,0.007045374],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9844899,0.012781158,0.0003813006,0.0005351241,0.0010912028,0.000721262],"domain_scores_gemma":[0.9401359,0.05079512,0.0022419023,0.0026387323,0.0023144735,0.0018738806],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022528186,0.0008566297,0.00055499066,0.0036786345,0.011100647,0.018872812,0.0021735497,0.0035293603,0.004098857],"category_scores_gemma":[0.034537338,0.00049567415,0.000421321,0.0029545382,0.073615424,0.03328583,0.013339707,0.010276927,0.00078763673],"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":[0.00001555806,0.000012059968,0.00072455965,0.000120772034,0.000004090523,0.0002943764,0.7220741,0.000080386795,0.0002163506,0.26894304,0.0014315373,0.0060831173],"study_design_scores_gemma":[0.000005792606,0.00001717278,0.0003841555,0.0007076814,0.000007639906,0.00046677722,0.7652059,0.00037146235,0.00090383366,0.11273841,0.11916957,0.000021562635],"about_ca_topic_score_codex":0.0033764134,"about_ca_topic_score_gemma":0.0048498143,"teacher_disagreement_score":0.98889935,"about_ca_system_score_codex":0.008159559,"about_ca_system_score_gemma":0.005275428,"threshold_uncertainty_score":0.11914188},"labels":[],"label_agreement":null},{"id":"W4414705585","doi":"10.1353/lib.2025.a970684","title":"Genres of Digital Humanities Scholarship: Are We There Yet?","year":2025,"lang":"en","type":"article","venue":"Library trends","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":1,"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":"College of Engineering, Michigan State University; Vlaamse regering; York University; Michigan State University","keywords":"Digital humanities; Digital scholarship; Scholarship; Field (mathematics); Genre analysis; Digital library; Digital culture","score_opus":0.05856789953401516,"score_gpt":0.23952410296572357,"score_spread":0.18095620343170843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414705585","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15435958,0.2888638,0.02898438,0.2651593,0.0067554675,0.00014797639,0.00024798524,0.00019878446,0.25528267],"genre_scores_gemma":[0.8875756,0.08339145,0.008338541,0.010927005,0.0032916048,0.00012898639,0.00012735264,0.00013536982,0.0060841264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98747474,0.008303214,0.0006563808,0.0007603368,0.0021722182,0.00063306314],"domain_scores_gemma":[0.9231481,0.05626546,0.004563046,0.0048228335,0.007628805,0.0035717967],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.026769307,0.0004244806,0.0010736996,0.010926289,0.007768354,0.037979737,0.0017029551,0.002603101,0.005323682],"category_scores_gemma":[0.044702087,0.00044445277,0.00069632754,0.009064717,0.041445885,0.04754528,0.009863179,0.0053178472,0.0007723803],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007520304,0.00004526956,0.007405757,0.0015645256,0.000036645095,0.00023505524,0.16072942,0.00013130924,0.0003919955,0.67202586,0.006737947,0.15062095],"study_design_scores_gemma":[0.000018831577,0.00005065341,0.0069434727,0.008193236,0.000053293097,0.0004951984,0.26261562,0.0004346658,0.00048313657,0.49628994,0.22435838,0.000063585736],"about_ca_topic_score_codex":0.005358788,"about_ca_topic_score_gemma":0.0062153256,"teacher_disagreement_score":0.9620203,"about_ca_system_score_codex":0.00989611,"about_ca_system_score_gemma":0.009066383,"threshold_uncertainty_score":0.14157134},"labels":[],"label_agreement":null},{"id":"W4416983366","doi":"10.1353/lib.2025.a976066","title":"A Library-Based \"Tech Club\" for Older Adults Living with Dementia and Their Care Partners: A Codesigned Pilot Project","year":2025,"lang":"en","type":"article","venue":"Library trends","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada","keywords":"Dementia; Thematic analysis; General partnership; Mood; Digital divide; Independent living; Focus group; Descriptive statistics; Activities of daily living","score_opus":0.013798029885433986,"score_gpt":0.2758035730327216,"score_spread":0.26200554314728763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416983366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901751,0.000061288585,0.000803489,0.0005891823,0.00004008413,0.0050984863,0.00019058074,0.00005079941,0.0029908053],"genre_scores_gemma":[0.977732,0.00020983674,0.00689117,0.00064105104,0.00006143708,0.009537225,0.00034124567,0.000026127045,0.004559853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941121,0.0035047526,0.00017309285,0.00025767204,0.00054207223,0.0014102693],"domain_scores_gemma":[0.98088306,0.0039805984,0.0009204648,0.0013841831,0.0033345183,0.009497148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009409935,0.00061078666,0.00052203645,0.0020389985,0.011731104,0.0030208144,0.0021519267,0.0015440476,0.004465221],"category_scores_gemma":[0.013020503,0.0006608366,0.00062159775,0.0012414781,0.0031562725,0.0017170977,0.009771355,0.0020220792,0.0008505142],"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":[0.003451701,0.047362648,0.09245908,0.001643974,0.0000740092,0.004845327,0.49516293,0.0005611516,0.0052741594,0.0028205982,0.013629751,0.33271456],"study_design_scores_gemma":[0.002280285,0.019762358,0.19822784,0.0006404889,0.00011244613,0.0011791814,0.69585615,0.001380542,0.0039952714,0.0017980334,0.07455554,0.0002118594],"about_ca_topic_score_codex":0.040634666,"about_ca_topic_score_gemma":0.10912876,"teacher_disagreement_score":0.040634666,"about_ca_system_score_codex":0.0065399343,"about_ca_system_score_gemma":0.03153611,"threshold_uncertainty_score":0.0807963},"labels":[],"label_agreement":null}]}