{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":40,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":40,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2050787b95c0","filters":{"venue":"Journal of Librarianship and Information Science"}},"results":[{"id":"W1983529390","doi":"10.1177/0961000610390992","title":"The importance of pleasure reading in the lives of young teens: Self-identification, self-construction and self-awareness","year":2011,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"University of Toronto","keywords":"Pleasure; Reading (process); Salience (neuroscience); Psychology; Personal identity; Identity (music); Social psychology; Everyday life; Developmental psychology; Self-concept; Aesthetics; Cognitive psychology","authors":[{"name":"Vivian Howard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04565344191007474,"gpt":0.251537956404161,"spread":0.2058845144940862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002591021,0.00005739322,0.0001167754,0.0002204426,0.0004105278,0.0002591104,0.0002823015,0.00002176556,0.00001184103],"category_scores_gemma":[0.0001444742,0.00003168222,0.00002044954,0.0002025274,0.0004150348,0.008822751,0.00001829892,0.0001231622,6.219905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001240201,"about_ca_system_score_gemma":0.0003169086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003222188,"about_ca_topic_score_gemma":0.00002813442,"domain_scores_codex":[0.9986882,0.00005262713,0.0007437428,0.00004972279,0.0003565178,0.000109234],"domain_scores_gemma":[0.9984072,0.000127228,0.0009594124,0.0001158842,0.0003474775,0.00004277558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001911931,0.00002730311,0.2473859,0.0001120195,0.000009011435,3.491039e-7,0.5035249,8.955074e-7,0.00002955614,0.2474222,0.00006004508,0.001408721],"study_design_scores_gemma":[0.0004952394,0.0002425752,0.7398925,0.0001986327,0.00004193781,0.0001515785,0.2412219,0.0004632021,0.0009766951,0.007959924,0.008216603,0.0001391372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905022,0.0001879496,0.00005357257,0.0003294548,0.0002983369,0.0001251582,0.000003349939,0.000008037419,0.008491963],"genre_scores_gemma":[0.9980984,0.0009880795,0.0007088065,0.0001370623,0.00005931178,0.000002198946,3.822439e-7,0.000001443987,0.000004357621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925066,"threshold_uncertainty_score":0.6396282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770448539","doi":"10.1177/0961000617742465","title":"Data science in data librarianship: Core competencies of a data librarian","year":2017,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Data curation; Computer science; Data management; Metadata; Data science; World Wide Web; Library science; Database","authors":[{"name":"Alexandre Ribas Semeler","is_ca":false},{"name":"Adílson Luiz Pinto","is_ca":false},{"name":"Helen Beatriz Frota Rozados","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6056634588857582,"gpt":0.4724691396796581,"spread":0.1331943192061001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","scholarly_communication","open_science"],"category_scores_codex":[0.04391963,0.0001901909,0.0005286026,0.002097925,0.001086042,0.01015889,0.05427151,0.00007147681,0.0001104651],"category_scores_gemma":[0.03076707,0.0001366878,0.00002993969,0.002715936,0.004420341,0.4350524,0.02520228,0.0003817633,0.00002671035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002412741,"about_ca_system_score_gemma":0.003123035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006561949,"about_ca_topic_score_gemma":0.00005110558,"domain_scores_codex":[0.9918983,0.0001417811,0.002477502,0.0007344768,0.004280978,0.0004669627],"domain_scores_gemma":[0.9828526,0.00100006,0.003755411,0.01136076,0.0006028812,0.0004282303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003692532,0.0002726261,0.09727208,0.0001616348,0.00003655961,0.00003744724,0.006460982,0.00006164095,0.00072022,0.5059407,0.06204803,0.3266189],"study_design_scores_gemma":[0.001467256,0.0001602205,0.5025309,0.0002826406,0.0000316793,0.00008942857,0.009965533,0.06097112,0.000197108,0.0213159,0.402615,0.0003732372],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4527882,0.001507704,0.1012729,0.1095089,0.01274352,0.002619591,0.02233463,0.0001500903,0.2970744],"genre_scores_gemma":[0.9663391,0.0003892772,0.03175653,0.001065533,0.0001426924,6.584871e-7,0.0001960331,0.000006308987,0.0001038542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5135509,"threshold_uncertainty_score":0.998289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074440227","doi":"10.1177/0961000614537514","title":"Highly cited articles in the Information Science and Library Science category in Social Science Citation Index: A bibliometric analysis","year":2014,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Science Citation Index; Citation; Index (typography); Citation index; Bibliometrics; Citation analysis; Social science; Sociology; Computer science; World Wide Web","authors":[{"name":"Dragan Ivanović","is_ca":false},{"name":"Yuh‐Shan Ho","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2176204217331658,"gpt":0.4402239857871015,"spread":0.2226035640539357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"category_scores_codex":[0.1347553,0.0001692113,0.000363032,0.7385088,0.00184108,0.02898279,0.005764049,0.00007850919,0.00002102917],"category_scores_gemma":[0.06929106,0.0001054855,0.00006493698,0.9295562,0.007508051,0.2016419,0.000983951,0.0005050859,0.00001264247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000226287,"about_ca_system_score_gemma":0.004160706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004227716,"about_ca_topic_score_gemma":0.000002694988,"domain_scores_codex":[0.9761493,0.0002352186,0.001956098,0.0004363711,0.02031181,0.0009112244],"domain_scores_gemma":[0.9888186,0.00238288,0.001458778,0.0005042803,0.006199067,0.0006363481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006218634,0.00006690222,0.6167582,0.00001259097,0.000004114356,0.000001792051,0.01050438,0.0003225344,0.001319812,0.08088075,0.0002319762,0.2898347],"study_design_scores_gemma":[0.0005274042,0.0001386074,0.9147722,0.00001020052,0.000007037128,0.00001990505,0.004582239,0.07188814,0.0007074349,0.005960781,0.001251516,0.000134507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777956,0.00007220062,0.004284267,0.002658755,0.0002574133,0.0002178803,0.000005331743,0.00001073715,0.01469782],"genre_scores_gemma":[0.9978488,0.0001389739,0.0008100808,0.001147279,0.00004243746,0.000004029921,8.614404e-7,0.000002288156,0.000005270002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.298014,"threshold_uncertainty_score":0.9996153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113915914","doi":"10.1177/0961000612470277","title":"Social capital and inclusion in rural public libraries: A qualitative approach","year":2013,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Social capital; Cohesion (chemistry); Qualitative research; Rural area; Inclusion (mineral); Sociology; Qualitative property; Public relations; Library science; Economic growth; Political science; Social science; Economics; Computer science","authors":[{"name":"Matthew R Griffis","is_ca":true},{"name":"Catherine Johnson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05261038973049587,"gpt":0.3289064287388581,"spread":0.2762960390083622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003042367,0.00007461533,0.0001333762,0.0005390114,0.001834666,0.002192775,0.0004647762,0.00006763646,0.00004645957],"category_scores_gemma":[0.0005455633,0.00005806442,0.00002439924,0.001273903,0.001314508,0.1275751,0.0005716744,0.0001661727,0.000003827276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003219406,"about_ca_system_score_gemma":0.00112929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001113739,"about_ca_topic_score_gemma":0.000005379474,"domain_scores_codex":[0.9981492,0.0001737515,0.0004773237,0.00007642707,0.0008712438,0.0002520696],"domain_scores_gemma":[0.9990541,0.0001357599,0.0003594942,0.00004453102,0.00017311,0.0002330455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007958286,0.00001711356,0.00319948,0.00000702805,0.000001246366,2.632657e-7,0.5948181,5.083986e-7,0.00007013122,0.3887727,0.0002709646,0.01283446],"study_design_scores_gemma":[0.0006637851,0.0001869904,0.07520331,0.0000322623,0.0000029849,0.00001722634,0.7856264,0.0007713759,0.00009672885,0.1292562,0.007931184,0.0002115283],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374425,0.00006246168,0.0004536916,0.0207073,0.0001141311,0.0001656655,0.000001561752,0.00001197991,0.04104067],"genre_scores_gemma":[0.9971515,0.00006875348,0.001738018,0.0008877831,0.0001000973,0.000003055997,0.000001861754,0.0000015313,0.00004743112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595165,"threshold_uncertainty_score":0.9994648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093537575","doi":"10.1177/0961000620966651","title":"Are you mentoring or coaching? Definitions matter","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coaching; Psychology; Professional development; Bridge (graph theory); Medical education; Pedagogy; Medicine","authors":[{"name":"Lisa Hussey","is_ca":false},{"name":"Jennifer Campbell‐Meier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1193069044945017,"gpt":0.316418574582145,"spread":0.1971116700876432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008293835,0.00006389723,0.0001066276,0.000182969,0.0001693809,0.00026764,0.000262327,0.0000357415,0.000552128],"category_scores_gemma":[0.0003023807,0.00004497,0.00002120711,0.0004098861,0.00007733965,0.006435073,0.00005199238,0.0002130759,0.0001506447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000198189,"about_ca_system_score_gemma":0.0001048189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.684272e-7,"about_ca_topic_score_gemma":1.952068e-8,"domain_scores_codex":[0.9989452,0.00002697346,0.0004525606,0.0000653419,0.0003346548,0.0001752551],"domain_scores_gemma":[0.9990236,0.00006532577,0.0005291237,0.00005976739,0.00006965337,0.0002525778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006094337,0.0001009832,0.4459184,0.0002160367,0.0001128775,0.00005082072,0.1841031,0.00007137694,0.0007520206,0.1103551,0.2258388,0.03187093],"study_design_scores_gemma":[0.001119724,0.0001616177,0.322084,0.0001545289,0.0000190742,0.0002064761,0.01700911,0.0001051842,0.0004853662,0.000450501,0.6579877,0.0002167144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6390238,0.000208037,0.01401782,0.06409451,0.00726198,0.00022904,0.00002107071,0.00006914022,0.2750746],"genre_scores_gemma":[0.9864345,0.00004486321,0.002212106,0.010681,0.0002536687,0.000002674341,9.045139e-7,0.00000360679,0.0003667395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4321488,"threshold_uncertainty_score":0.6045414,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995968421","doi":"10.1177/0961000619891762","title":"Survey of information literacy instructional practices in academic libraries","year":2019,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Information literacy; Literacy; Academic library; Work (physics); Library instruction; Higher education; Survey data collection; Psychology; Medical education; Mathematics education; Pedagogy; Computer science; Library science; Political science; Medicine; Engineering","authors":[{"name":"Noa Aharony","is_ca":false},{"name":"Heidi Julien","is_ca":false},{"name":"Noa Nadel-Kritz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04869139430555343,"gpt":0.3440357637839102,"spread":0.2953443694783568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006039665,0.00008951467,0.0002012685,0.001497859,0.0002180695,0.001178402,0.0007756697,0.0001011487,0.0001898652],"category_scores_gemma":[0.003804693,0.00007400816,0.00003469702,0.002969992,0.0006201067,0.5183765,0.00009595626,0.0003408986,0.00003634899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004074242,"about_ca_system_score_gemma":0.002499539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001861228,"about_ca_topic_score_gemma":0.000002085543,"domain_scores_codex":[0.9969929,0.000161235,0.001341144,0.00006634643,0.00119749,0.0002408321],"domain_scores_gemma":[0.9957044,0.0004804669,0.00275079,0.0001218729,0.0007644505,0.0001780185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278415,0.00001412509,0.5264322,0.00005960503,0.000004320317,2.260125e-7,0.05304378,0.0001108541,0.00002708079,0.3784096,0.0003670795,0.0414033],"study_design_scores_gemma":[0.000497924,0.00009663832,0.8789479,0.00009297691,0.000002000726,0.00001502929,0.00722205,0.001090379,0.0001611296,0.00188966,0.1098728,0.0001115244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572977,0.00009851706,0.0002552272,0.002584689,0.0008800651,0.0001988544,0.00001737616,0.00001255528,0.03865506],"genre_scores_gemma":[0.9958087,0.0003342865,0.002107142,0.001635655,0.00005182791,0.000001032299,0.00001146066,0.00000149017,0.00004842745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5171981,"threshold_uncertainty_score":0.9998585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017044565","doi":"10.1177/0961000614566339","title":"Micro-blogging practices in Canadian public libraries: A national snapshot","year":2015,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Social Media and Politics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"Networks of Centres of Excellence of Canada","keywords":"Snapshot (computer storage); Public relations; Perspective (graphical); Social media; Library science; Population; Sociology; Political science; Computer science","authors":[{"name":"Mary F. Cavanagh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1476008415280369,"gpt":0.3645095392601559,"spread":0.2169086977321191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004728272,0.00005383428,0.0001004804,0.0009653351,0.0004026001,0.001397098,0.0004063161,0.00007130229,0.00005295208],"category_scores_gemma":[0.01597582,0.00004876451,0.00001947799,0.001306889,0.0005661441,0.04256485,0.0000274663,0.0001943052,0.000007885154],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639772,"about_ca_system_score_gemma":0.02039726,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01452115,"about_ca_topic_score_gemma":0.007797695,"domain_scores_codex":[0.9981992,0.0001317882,0.0003841058,0.00005133535,0.0008769106,0.0003566325],"domain_scores_gemma":[0.9976184,0.0003325299,0.0005641658,0.00004267731,0.0005888533,0.0008533817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001199701,0.00001218071,0.2169994,0.000006902834,0.000003853339,0.000003608922,0.1085081,0.00000448006,0.0000161904,0.6681117,0.004269403,0.002052194],"study_design_scores_gemma":[0.0004241378,0.00004533168,0.01664319,0.00002886824,0.000003420422,0.0000240972,0.09848424,0.0001647427,0.00007786287,0.01754292,0.8664458,0.0001153294],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6179243,0.000211126,0.00006393885,0.06486459,0.00156685,0.0001396959,0.000008724679,0.00001298805,0.3152077],"genre_scores_gemma":[0.9959086,0.00007132922,0.00113794,0.002555758,0.000300005,0.000001140018,0.000002113907,0.000001583559,0.00002151792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8621765,"threshold_uncertainty_score":0.9996396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974778606","doi":"10.1177/0961000612470278","title":"The effect of public library use on the social capital of rural communities","year":2013,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Social capital; Capital (architecture); Sociology; Social mobility; Socioeconomics; Economic growth; Social science; Geography; Economics","authors":[{"name":"Catherine Johnson","is_ca":true},{"name":"Matthew R Griffis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04485584817361173,"gpt":0.2778496523708132,"spread":0.2329938041972015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002565778,0.00006061636,0.0001118553,0.0001718073,0.001381697,0.001865554,0.0008504239,0.00003770202,0.00008923966],"category_scores_gemma":[0.0005837764,0.00002900323,0.00005708372,0.0007345402,0.002389215,0.06538789,0.00006834564,0.0001549772,0.00000428462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008210542,"about_ca_system_score_gemma":0.0005618819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000100959,"about_ca_topic_score_gemma":0.000003916234,"domain_scores_codex":[0.9982613,0.0003448846,0.0004469896,0.00002061147,0.0007529054,0.0001732762],"domain_scores_gemma":[0.9977313,0.001293345,0.00063046,0.0001039408,0.0001496591,0.00009135233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004785267,0.0000164756,0.07800148,0.00001567955,0.00001067537,1.043212e-7,0.1234937,0.000004679368,0.0001969922,0.7743428,0.003404406,0.02046524],"study_design_scores_gemma":[0.0005302766,0.001350246,0.4445634,0.0001019985,0.00001177606,0.000008721937,0.5182106,0.0002774216,0.007090064,0.007947361,0.01973837,0.000169787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709873,0.00002112036,0.0000164918,0.01623416,0.0001998857,0.0001409197,0.000003711488,0.000006043206,0.01239036],"genre_scores_gemma":[0.9993143,0.0001153162,0.00002935674,0.0003792528,0.00007163117,0.000001969371,9.807535e-7,0.000001391779,0.00008578614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663954,"threshold_uncertainty_score":0.9999183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2826165912","doi":"10.1177/0961000618785408","title":"Correction and retraction practices in library and information science journals","year":2018,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Subject (documents); Library science; Quality (philosophy); Web of science; Information science; Minor (academic); Computer science; MEDLINE; Political science; Law","authors":[{"name":"Isola Ajiferuke","is_ca":true},{"name":"Janet O. Adekannbi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03919387877003243,"gpt":0.3343058517107731,"spread":0.2951119729407407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008421669,0.00007548315,0.0001221571,0.001427923,0.001148805,0.002321783,0.0003033579,0.0002099875,0.00005189248],"category_scores_gemma":[0.00594334,0.00006276134,0.00001368722,0.002047958,0.001962165,0.3543825,0.00007608136,0.0008665818,0.000005441912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004414994,"about_ca_system_score_gemma":0.001158333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006300099,"about_ca_topic_score_gemma":0.00000547354,"domain_scores_codex":[0.9980587,0.0001150813,0.0006067725,0.00008317059,0.000902644,0.0002335836],"domain_scores_gemma":[0.9975951,0.0003238528,0.001383685,0.00005978693,0.000390499,0.0002471066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004275052,0.00003761815,0.1757016,0.00006409887,0.000009776818,0.000002627031,0.1863104,0.00001233589,0.00142304,0.3660012,0.004333147,0.2656767],"study_design_scores_gemma":[0.0006312456,0.0003463211,0.6288362,0.0003298884,0.00001468915,0.0003809178,0.05305016,0.004665514,0.002376299,0.005028625,0.3040972,0.0002428902],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051789,0.0002040013,0.001110409,0.01488846,0.002572808,0.0001718316,0.000002589147,0.00002427517,0.1758467],"genre_scores_gemma":[0.9918943,0.005207546,0.001087083,0.001451851,0.0003113482,6.172285e-7,5.218785e-7,0.000001462017,0.00004526802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4531347,"threshold_uncertainty_score":0.9987139,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch","research_integrity","scholarly_communication"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","research_integrity"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3009671763","doi":"10.1177/0961000620907958","title":"Collaboration clusters, interdisciplinarity, scope and subject classification of library and information science research from Africa: An analysis of Web of Science publications from 1996 to 2015","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Scope (computer science); Subject (documents); Information science; Library science; Computer science; Data science; Political science; World Wide Web; Sociology","authors":[{"name":"Toluwase Asubiaro","is_ca":true},{"name":"Oluwole Martins Badmus","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4194052641794983,"gpt":0.5149488567052041,"spread":0.09554359252570577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","sts","scholarly_communication"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.02448023,0.0001175788,0.0004385118,0.06891798,0.0006375102,0.006182586,0.002995293,0.00007880363,0.00004998408],"category_scores_gemma":[0.02249966,0.00008759655,0.00005063758,0.2631071,0.004245909,0.1493626,0.001630353,0.0002668117,0.000003086416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006832171,"about_ca_system_score_gemma":0.003756187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006656951,"about_ca_topic_score_gemma":0.000006734582,"domain_scores_codex":[0.9885621,0.0002127642,0.001927599,0.0003817517,0.008573758,0.0003419903],"domain_scores_gemma":[0.9868078,0.001688101,0.001715323,0.0005323392,0.008307526,0.000948946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006574196,0.0002162585,0.6321172,0.000071642,0.00007133589,5.051817e-7,0.07598343,0.0007776459,0.1232827,0.08438459,0.001826658,0.08061071],"study_design_scores_gemma":[0.0003449198,0.0004849672,0.857591,0.00003103751,0.00002548242,0.000001229831,0.01710048,0.1134559,0.008546646,0.001149402,0.001174395,0.00009450647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836614,0.0001740061,0.005024458,0.006879332,0.000135633,0.0002676133,0.0002605258,0.00000714712,0.003589879],"genre_scores_gemma":[0.9937029,0.0003298043,0.005792798,0.0001269785,0.0000246586,0.000002505621,0.00001366624,0.000002388191,0.000004231063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2254739,"threshold_uncertainty_score":0.998464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2463394480","doi":"10.1177/0961000616654961","title":"Motivations for choosing librarianship as a second career among students at the University of British Columbia and the University of Hong Kong","year":2016,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Library science; Sociology; Field (mathematics); Career Pathways; Perception; Graduate students; Career development; Pedagogy; Psychology; Medical education; Medicine; Computer science","authors":[{"name":"Patrick Lo","is_ca":false},{"name":"Dickson K.W. Chiu","is_ca":false},{"name":"Zvjezdana Dukić","is_ca":false},{"name":"Allan Cho","is_ca":true},{"name":"Liu Jing","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01511019816718343,"gpt":0.220689709198715,"spread":0.2055795110315316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002480512,0.00004882551,0.00014366,0.0001201791,0.001470548,0.0006987177,0.0008027274,0.00004849421,0.000297226],"category_scores_gemma":[0.0004667235,0.00003825922,0.00006472331,0.0006775321,0.003147537,0.06587823,0.000172064,0.00008003936,0.000001950874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000365679,"about_ca_system_score_gemma":0.0005603146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008628568,"about_ca_topic_score_gemma":0.0004123962,"domain_scores_codex":[0.9986783,0.0001168199,0.0003510106,0.00007208281,0.0006180484,0.0001636837],"domain_scores_gemma":[0.9981296,0.0005416289,0.0007404768,0.0001132598,0.0003402071,0.0001348308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002056579,0.00002489397,0.7996184,0.00006034464,0.00003629869,9.939459e-7,0.1250905,0.00001774407,0.00009115419,0.04359968,0.01205343,0.01920095],"study_design_scores_gemma":[0.001536667,0.00005930534,0.9063859,0.0001459746,0.00001697296,0.000009318857,0.04383598,0.0001257706,0.00005144031,0.001411449,0.04634469,0.0000765299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867752,0.00004444433,0.001305255,0.003510668,0.0001387255,0.0002582782,0.00004739215,0.000006382633,0.007913653],"genre_scores_gemma":[0.9967591,0.0002256818,0.0002872966,0.0003417614,0.00002890152,1.434989e-7,0.000001083696,0.000001474734,0.002354614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067675,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002568896","doi":"10.1177/0961000612448208","title":"Books in their suitcases: Leisure reading in the lives of Russian-speaking immigrants in Canada","year":2012,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Acculturation; Reading (process); Sociology; Gender studies; Identity (music); Psychology; Political science; Aesthetics","authors":[{"name":"Keren Dali","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02664170467081403,"gpt":0.2604351865546962,"spread":0.2337934818838821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004266915,0.00006364605,0.0001540214,0.0004584017,0.000144027,0.0001554663,0.0003967786,0.00002961535,0.00001044565],"category_scores_gemma":[0.0002805878,0.00004140859,0.00002238825,0.0009391269,0.0001659039,0.01166398,0.00003039521,0.0001960422,4.004207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001746879,"about_ca_system_score_gemma":0.002359306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2522613,"about_ca_topic_score_gemma":0.2683639,"domain_scores_codex":[0.9983632,0.0001254777,0.0006035842,0.00004313652,0.000578926,0.0002856765],"domain_scores_gemma":[0.9992065,0.0002231729,0.0003726001,0.00006281417,0.00004358879,0.0000913133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001525925,0.00001215738,0.5354584,0.00001042581,0.000001278136,0.000003671329,0.4550914,0.00001883867,0.00001326372,0.004119449,0.00006681518,0.005188969],"study_design_scores_gemma":[0.0001808835,0.00001232244,0.7329432,0.0001169819,8.944704e-7,0.00001151783,0.2633949,0.00005083866,0.00009728991,0.0001725882,0.002966156,0.00005247354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851269,0.0003451866,0.00004303569,0.0006806029,0.0002406487,0.00009249615,0.000001704356,0.000001582487,0.01346787],"genre_scores_gemma":[0.9992441,0.000262654,0.0001501091,0.0002866689,0.00004837021,0.000001185314,2.157715e-7,0.000001281788,0.000005425303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1974848,"threshold_uncertainty_score":0.8456101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005286981","doi":"10.1177/0961000620904432","title":"Social justice in library science programs: A content analysis approach","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Mindset; Public relations; Economic Justice; Social justice; Sociology; Economic shortage; Information literacy; Content analysis; Political science; Social science; Pedagogy; Computer science; Law","authors":[{"name":"Rhiannon Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1371094350721887,"gpt":0.3252722806801489,"spread":0.1881628456079602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00259129,0.0000857945,0.0002017128,0.001005392,0.0009334405,0.002492317,0.0009915715,0.00005132793,0.00003072793],"category_scores_gemma":[0.0006523999,0.00006943123,0.00006991426,0.01137755,0.002099695,0.1167287,0.0001023747,0.0002053053,0.000004216722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003466417,"about_ca_system_score_gemma":0.002967695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001349432,"about_ca_topic_score_gemma":0.000001493512,"domain_scores_codex":[0.9974393,0.00008197301,0.0006302597,0.0001574055,0.001350509,0.0003405866],"domain_scores_gemma":[0.9987246,0.00005451588,0.0004970325,0.00006936955,0.0002024203,0.0004519928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001186448,0.0001040945,0.1468542,0.00005819995,0.00002087388,0.000006059666,0.159464,0.0001213756,0.0003496885,0.6745439,0.000605719,0.01775324],"study_design_scores_gemma":[0.001759084,0.0007808485,0.5987887,0.00006451196,0.0002592143,0.00002160276,0.2741241,0.02007686,0.001021679,0.002734071,0.09964785,0.0007213927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7474439,0.00007138374,0.003999781,0.05174446,0.0003743916,0.0004029703,0.000005297797,0.00006763546,0.1958901],"genre_scores_gemma":[0.9936299,0.00007438529,0.003033764,0.003009518,0.0002175577,0.000001765521,0.00000237058,0.000001771938,0.00002895746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6718099,"threshold_uncertainty_score":0.9985432,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750568998","doi":"10.1177/0961000617726120","title":"Behavior and informal learning at night in a 24-hour space: A case study of the Hong Kong Design Institute Library","year":2017,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Evening; Space (punctuation); Informal learning; Mathematics education; Psychology; Medical education; Pedagogy; Computer science; Medicine","authors":[{"name":"Terry Siu-han Yip","is_ca":false},{"name":"Dickson K.W. Chiu","is_ca":false},{"name":"Allan Cho","is_ca":true},{"name":"Patrick Lo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05790859514956412,"gpt":0.3281882639685683,"spread":0.2702796688190042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001456623,0.00006249939,0.0001175565,0.0002030444,0.001833065,0.0007692745,0.0004425031,0.00003395755,0.00001682951],"category_scores_gemma":[0.000407521,0.00004120149,0.00002273959,0.0002194676,0.0006589891,0.02950924,0.0002515006,0.0001810079,6.024065e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002760039,"about_ca_system_score_gemma":0.0003944591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001389082,"about_ca_topic_score_gemma":0.00007291681,"domain_scores_codex":[0.9987575,0.00008224643,0.0003925425,0.00005484924,0.0005775456,0.000135286],"domain_scores_gemma":[0.9989787,0.0000831358,0.0006799779,0.0001120521,0.00003821764,0.0001078891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000126198,0.00003888888,0.9344912,0.000003954504,0.000002905543,0.00001233692,0.06112655,0.0001393782,0.000006736455,0.002424483,0.00002807855,0.001712874],"study_design_scores_gemma":[0.0004824564,0.0000869631,0.9427003,0.00002691761,0.000008641725,0.0000945841,0.05291027,0.00006805093,0.00002570353,0.00003321485,0.003509695,0.0000531794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993518,0.00002214699,0.00004736111,0.001688234,0.0003194415,0.0002137742,6.445954e-7,0.000002864349,0.004187515],"genre_scores_gemma":[0.9990897,0.0001132875,0.0003221735,0.00009480454,0.00003582672,0.000002704959,1.002233e-7,0.00000165097,0.0003397391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02873996,"threshold_uncertainty_score":0.9994664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890504030","doi":"10.1177/0961000618792387","title":"Servant leadership theory in practice: North America’s leading public libraries","year":2018,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Servant leadership; Public relations; Sociology; Library management; Creativity; Management; Political science; Transactional leadership; Library science","authors":[{"name":"Patrick Lo","is_ca":false},{"name":"Bradley Allard","is_ca":false},{"name":"Na Wang","is_ca":false},{"name":"Dickson K.W. Chiu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06913085842209855,"gpt":0.3159483718141601,"spread":0.2468175133920615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004627347,0.0001047161,0.000174448,0.001158298,0.0008934815,0.003074712,0.0009112008,0.00005996877,0.000165332],"category_scores_gemma":[0.004214878,0.00008318022,0.00004035625,0.003456307,0.002513857,0.4171034,0.00009948693,0.0002714311,0.0000888007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005784932,"about_ca_system_score_gemma":0.002189719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001717044,"about_ca_topic_score_gemma":0.000004835493,"domain_scores_codex":[0.9973381,0.0002396854,0.0008178026,0.0001003764,0.001045501,0.0004584972],"domain_scores_gemma":[0.9976436,0.0004546388,0.0008413249,0.0001452288,0.0005663225,0.0003488846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007180399,0.00002304552,0.0190627,0.00001321874,0.000005233997,0.000002004702,0.1550585,0.00000853823,0.00001012078,0.7675797,0.00149451,0.05667059],"study_design_scores_gemma":[0.0003220372,0.0002016677,0.02916715,0.00005369043,0.000004864821,0.00002431084,0.1345907,0.0003363876,0.00009699065,0.003908033,0.8311312,0.0001629711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3054593,0.0004050563,0.008861284,0.125367,0.002455774,0.0004842792,0.00001349655,0.000118129,0.5568357],"genre_scores_gemma":[0.9713678,0.0002660956,0.004532328,0.02326107,0.0003325802,0.000001626421,0.000002662332,0.000003231497,0.0002325894],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8296367,"threshold_uncertainty_score":0.9979602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225368706","doi":"10.1177/09610006221090953","title":"Starting from ‘scratch’: Building young people’s digital skills through a coding club collaboration with rural public libraries","year":2022,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Public relations; Club; Digital divide; Literacy; Champion; Digital literacy; Information and Communications Technology; Sociology; Information literacy; Political science; Pedagogy","authors":[{"name":"Wayne Kelly","is_ca":true},{"name":"Brian McGrath","is_ca":false},{"name":"Danielle Hubbard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01375148116998104,"gpt":0.2496510338213521,"spread":0.2358995526513711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009763549,0.00009545147,0.0001653599,0.0004076661,0.001865285,0.004822895,0.000511181,0.00004039892,0.00006514035],"category_scores_gemma":[0.0008565359,0.00008034107,0.00002806184,0.002432617,0.0004604515,0.08744211,0.0002318443,0.0002309759,0.000001942248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221885,"about_ca_system_score_gemma":0.00169925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004118822,"about_ca_topic_score_gemma":0.00003227849,"domain_scores_codex":[0.9980106,0.00004747962,0.0005237769,0.00009393499,0.001038106,0.0002860962],"domain_scores_gemma":[0.9986796,0.0001826122,0.0006633651,0.00008524794,0.0002585878,0.0001306118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008183295,0.00004141424,0.2009134,0.00000664241,0.00001808329,0.000003319913,0.137007,0.00006158793,0.00009810442,0.650831,0.001817263,0.009120397],"study_design_scores_gemma":[0.00198084,0.0005700231,0.05046517,0.0001194137,0.00002214151,0.00003460794,0.6303071,0.0006509889,0.0009130359,0.2576496,0.05659785,0.0006891952],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460395,0.00006041307,0.006575736,0.01596018,0.0004655909,0.0001519405,0.00002586486,0.00006784403,0.03065293],"genre_scores_gemma":[0.9955947,0.00004374414,0.003222053,0.001001404,0.00008104672,0.00000367783,0.000009118031,0.000003772007,0.00004044903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4933001,"threshold_uncertainty_score":0.9994342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3130697116","doi":"10.1177/0961000621992806","title":"“I actually got my first job through my ex-colleague”: Employment-related information seeking behavior of Bangladeshi immigrants in Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Western University","funders":"","keywords":"Immigration; Settlement (finance); Government (linguistics); Political science; Business; Law","authors":[{"name":"Nafiz Zaman Shuva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02304434740337595,"gpt":0.2632616190054618,"spread":0.2402172716020858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001469048,0.000105236,0.0002104434,0.0003370088,0.0004750252,0.0006844933,0.0004958039,0.00007568404,0.0001513159],"category_scores_gemma":[0.0006239976,0.00009298016,0.00004819944,0.002181577,0.0003578076,0.07493519,0.00006282676,0.0002110007,0.000004584468],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965751,"about_ca_system_score_gemma":0.01059907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04679183,"about_ca_topic_score_gemma":0.08412872,"domain_scores_codex":[0.9971147,0.00008685914,0.001146897,0.00009163513,0.001258185,0.000301764],"domain_scores_gemma":[0.9982926,0.0001518691,0.0008846645,0.0001197307,0.0003622253,0.0001889119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000112497,0.0001082346,0.6195481,0.0001074821,0.00002339042,0.00004193319,0.2825586,0.0004627056,0.001006215,0.06770509,0.00229688,0.0260288],"study_design_scores_gemma":[0.001401677,0.0001731737,0.8182684,0.0002986065,0.00002257064,0.0000658864,0.1411079,0.0005929004,0.004187181,0.001003329,0.03255444,0.0003239674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783128,0.00005280909,0.0002050548,0.003457659,0.0006252102,0.0001736893,0.00001584193,0.000008480342,0.01714844],"genre_scores_gemma":[0.9981834,0.0002151807,0.0006316883,0.0008556217,0.00003422837,0.000002169632,0.000007150069,0.000002059508,0.00006850093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1987202,"threshold_uncertainty_score":0.9950099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2790255339","doi":"10.1177/0961000618757298","title":"Exploring Becoming, Doing, and Relating within the information professions","year":2018,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Identity (music); Information science; Identification (biology); Professional development; Information professional; Professional studies; Professional association; Sociology; Public relations; Library science; Medical education; Political science; Pedagogy; Computer science; Medicine","authors":[{"name":"Jennifer Campbell‐Meier","is_ca":false},{"name":"Lisa Hussey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1003914563198666,"gpt":0.3188859326842066,"spread":0.21849447636434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004799319,0.000077144,0.00009921997,0.0004947477,0.002532345,0.002033048,0.0004793072,0.00003986432,0.00004073435],"category_scores_gemma":[0.001325082,0.00004807266,0.00002527952,0.001251395,0.001345079,0.3558242,0.0001181079,0.000231324,0.00002354439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750387,"about_ca_system_score_gemma":0.0007489501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002983014,"about_ca_topic_score_gemma":0.000001622665,"domain_scores_codex":[0.9980952,0.00008319051,0.0007742603,0.00005134378,0.0007740526,0.000222016],"domain_scores_gemma":[0.9981405,0.0001820723,0.0009210046,0.0001120096,0.0004337221,0.0002107317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001766264,0.00000407849,0.006798286,0.00001283882,0.000003126308,1.307211e-7,0.3419292,0.00001237024,0.00002275765,0.6138415,0.000683915,0.03667417],"study_design_scores_gemma":[0.0005498145,0.0002305094,0.06876468,0.00022039,0.00001033092,0.00005074497,0.2045351,0.003304003,0.0005889905,0.003734855,0.7177893,0.0002213383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8341027,0.00003711956,0.003162805,0.01979193,0.001921812,0.0002858131,0.000003030269,0.00004553539,0.1406493],"genre_scores_gemma":[0.9911786,0.000131414,0.003654209,0.004705293,0.0002532516,0.000003232615,8.512235e-7,0.000001537765,0.00007157191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7171053,"threshold_uncertainty_score":0.9990029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013520707","doi":"10.1177/0961000603353002","title":"Canadian Federal Prison Libraries","year":2003,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Staffing; Prison; Administration (probate law); Context (archaeology); Recreation; Maximum security; Library science; Political science; Business; Law; Geography","authors":[{"name":"Ann Curry","is_ca":false},{"name":"Kris Glodoski Wolf","is_ca":false},{"name":"Sandra Boutilier","is_ca":false},{"name":"Helen Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02241216980267585,"gpt":0.2742264610304881,"spread":0.2518142912278123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001438551,0.00004843681,0.00008960589,0.0006634113,0.001190622,0.00147913,0.000226038,0.00003996055,0.0001707728],"category_scores_gemma":[0.0009400755,0.0000407776,0.00003857792,0.001163614,0.0003045596,0.02423495,0.00001017819,0.0001178936,0.00001154401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008739572,"about_ca_system_score_gemma":0.003262741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01164548,"about_ca_topic_score_gemma":0.009045298,"domain_scores_codex":[0.9989628,0.00005992945,0.0002928044,0.00004543144,0.0004292592,0.0002097531],"domain_scores_gemma":[0.9990378,0.00006463382,0.000200185,0.00006013563,0.0002632359,0.0003740024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000145006,0.000014392,0.0274686,0.00001174951,0.00001147612,0.000003613471,0.07604158,0.00004406867,0.00002239033,0.8337185,0.002078678,0.0605704],"study_design_scores_gemma":[0.0001810983,0.00007884794,0.009084749,0.00002422964,0.00003156605,0.00004423203,0.3650349,0.0001107662,0.0002432814,0.002672107,0.6223577,0.0001365646],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.63073,0.0002554711,0.00410036,0.005196483,0.001081713,0.00008835251,0.000002347768,0.00001778322,0.3585275],"genre_scores_gemma":[0.997422,0.0002146366,0.00128916,0.000839607,0.00006855083,4.745163e-7,2.887844e-7,0.000001246207,0.0001639943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8310465,"threshold_uncertainty_score":0.9995574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2794465974","doi":"10.1177/0961000618763979","title":"Librarians’ perceptions of educational values of comic books: A comparative study between Hong Kong, Taiwan, Japan, Australia and New Zealand","year":2018,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Hong Kong Polytechnic University; University of Hong Kong; University of Bristol; McGill University; Washington University in St. Louis","keywords":"Comics; Popularity; School library; Reading (process); Sociology; Value (mathematics); Recreation; Library science; Media studies; Pedagogy; Psychology; Political science; Computer science","authors":[{"name":"Patrick Lo","is_ca":false},{"name":"Bradley Allard","is_ca":false},{"name":"Kevin K.W. Ho","is_ca":false},{"name":"Daisuke Okada","is_ca":false},{"name":"Andrew Stark","is_ca":false},{"name":"James Henri","is_ca":false},{"name":"Chung-chin Lai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09644010727697613,"gpt":0.3220636527106567,"spread":0.2256235454336806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005256787,0.00009589786,0.0002628576,0.0005285113,0.0003075284,0.0004229824,0.0002366894,0.00002393664,0.0003734856],"category_scores_gemma":[0.00005941594,0.00007229654,0.00004146569,0.0001943785,0.001415431,0.008996071,0.00005462864,0.0001189324,0.000002438245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007815212,"about_ca_system_score_gemma":0.0003530318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006944371,"about_ca_topic_score_gemma":0.00003828932,"domain_scores_codex":[0.998777,0.00004624512,0.0006761705,0.00007474908,0.0003161787,0.000109706],"domain_scores_gemma":[0.9985933,0.0001393056,0.0006647627,0.00009359347,0.0003720447,0.000137033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006611262,0.00007663012,0.406109,0.00002193961,0.00004935807,6.444029e-8,0.4064613,0.000002072432,0.0001623082,0.1801398,0.006424176,0.0004873176],"study_design_scores_gemma":[0.0008118188,0.001050715,0.9056546,0.00009103036,0.00004278253,0.000006109578,0.07364471,0.00005007694,0.0002179269,0.01387892,0.004435804,0.0001155093],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941207,0.00003040325,0.00004604116,0.001347602,0.0001916257,0.0001337188,0.00003153541,0.000002778382,0.004095653],"genre_scores_gemma":[0.9986153,0.00001331288,0.000307103,0.00004964728,0.0002926696,7.079541e-7,0.000002824627,0.000002084967,0.0007163018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4995456,"threshold_uncertainty_score":0.6521934,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200388854","doi":"10.1177/09610006211065170","title":"Library services enriching community engagement for dementia care: The Tales &amp; Travels Program at a Canadian Public Library as a case study","year":2021,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Networks of Centres of Excellence of Canada; Natural Sciences and Engineering Research Council of Canada; Alzheimer Society; Fonds de recherche du Québec – Nature et technologies; AGE-WELL","keywords":"Dementia; Library science; Sociology; Computer science; Medicine","authors":[{"name":"Jiamin Dai","is_ca":true},{"name":"Joan C. Bartlett","is_ca":true},{"name":"Karyn Moffatt","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2926839942451338,"gpt":0.4202574355931795,"spread":0.1275734413480457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002729845,0.0001370052,0.0001881779,0.0003884143,0.006743842,0.0006930447,0.0005510286,0.00006675523,0.0002305553],"category_scores_gemma":[0.0001005784,0.00009248833,0.00005494398,0.0008036951,0.000112117,0.0169426,0.0004029503,0.0007006636,0.00001472027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097644,"about_ca_system_score_gemma":0.004290414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049158,"about_ca_topic_score_gemma":0.00994875,"domain_scores_codex":[0.9968792,0.000990978,0.001030144,0.000102472,0.0004973763,0.0004998742],"domain_scores_gemma":[0.9974937,0.0005791024,0.0007038795,0.0002911808,0.0002469974,0.0006850993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000131352,0.0003281266,0.4713023,0.002345495,0.00007950155,0.00008600763,0.4726268,0.000005868329,0.00001212053,0.006922403,0.001824328,0.04433567],"study_design_scores_gemma":[0.001487309,0.000810847,0.02987511,0.0003235763,0.00004833335,0.0003192752,0.495797,0.0001627249,0.0000580562,0.0003577935,0.4705969,0.0001630858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984455,0.0004355855,0.00004916341,0.003470985,0.0006159971,0.001794124,0.00007464338,0.00002973631,0.009074703],"genre_scores_gemma":[0.9863603,0.0001090368,0.002091174,0.01090731,0.0001006216,0.0001192837,0.0001500009,0.000008753422,0.0001535577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4687725,"threshold_uncertainty_score":0.9968069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150964667","doi":"10.1177/0961000607077574","title":"Alternative careers for graduates of LIS schools","year":2007,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Sociology; Medical education; Political science; Computer science; Medicine","authors":[{"name":"Terry L. Weech","is_ca":false},{"name":"Ali Konieczny","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03313786220012972,"gpt":0.320630469108391,"spread":0.2874926069082613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005099308,0.0000641982,0.0001367251,0.0007379934,0.0004252794,0.0005439259,0.0005777969,0.00004110208,0.00002423755],"category_scores_gemma":[0.001451794,0.00004973917,0.00006095428,0.001185382,0.0006350179,0.1388857,0.00003652995,0.0001081571,0.000003328533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003480854,"about_ca_system_score_gemma":0.0008552169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003873006,"about_ca_topic_score_gemma":9.491163e-7,"domain_scores_codex":[0.998081,0.00002495381,0.0007663875,0.00005312537,0.0008287691,0.0002458075],"domain_scores_gemma":[0.997726,0.0002649462,0.0008655256,0.00007821646,0.0008160918,0.0002491882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008162719,0.00001356109,0.01042456,0.00002852767,0.000007631329,4.251245e-7,0.06071826,0.00003494977,0.0001642416,0.892069,0.001405015,0.03505224],"study_design_scores_gemma":[0.002088873,0.0009175019,0.07262816,0.0002559985,0.00002455986,0.00003571907,0.154659,0.0014882,0.02727493,0.05598887,0.6841851,0.0004529693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8297092,0.0001529154,0.06127271,0.0119198,0.002130248,0.000603635,0.00003811924,0.0000336347,0.09413974],"genre_scores_gemma":[0.9911273,0.0001204266,0.006906026,0.001619745,0.0001593977,9.097398e-7,0.000001746492,0.000001546231,0.00006290289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8360801,"threshold_uncertainty_score":0.8731583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049588163","doi":"10.1177/0961000620948573","title":"On the evolution of library and information science doctoral dissertation topics in China","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fundamental Research Funds for the Provincial Universities of Zhejiang; Natural Science Foundation of Zhejiang Province; Social Sciences and Humanities Research Council of Canada","keywords":"China; Information science; Library science; Documentation science; Sociology; Political science; Computer science","authors":[{"name":"Yanhui Song","is_ca":false},{"name":"Li Zhu","is_ca":false},{"name":"Fei Shu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2168260446376008,"gpt":0.4424086900107607,"spread":0.2255826453731599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.009736734,0.00007567187,0.0001589739,0.01881024,0.0002873972,0.003528319,0.001438503,0.00004086422,0.00004278986],"category_scores_gemma":[0.02098891,0.00004219922,0.00003322521,0.07843293,0.0007135719,0.1189505,0.0002830769,0.0002452557,0.000006886946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004028895,"about_ca_system_score_gemma":0.0009314887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005970669,"about_ca_topic_score_gemma":1.517864e-7,"domain_scores_codex":[0.9941429,0.0000740171,0.001012227,0.0001204839,0.004434973,0.000215394],"domain_scores_gemma":[0.9971583,0.0007971892,0.0008101601,0.0001708683,0.0007644904,0.0002990111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001486363,0.00002527948,0.175671,0.00002195023,0.000001992457,6.74588e-7,0.007509119,0.0003429216,0.0008459314,0.7499529,0.0004445287,0.06503508],"study_design_scores_gemma":[0.0003262855,0.0003096793,0.9559144,0.00002341796,0.000001368442,0.000007179174,0.003318735,0.0271534,0.001797167,0.008826379,0.002256941,0.00006501446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736347,0.00006137271,0.002706565,0.01357816,0.0002015011,0.0001293487,0.00000557864,0.000004338282,0.009678481],"genre_scores_gemma":[0.9985589,0.0001322577,0.0005347018,0.0007358865,0.00002729073,7.33816e-7,5.324057e-7,0.000001079858,0.000008607074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7802434,"threshold_uncertainty_score":0.9975061,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2799560757","doi":"10.1177/0961000618769972","title":"Connecting people with city cultural heritage through proximity-based digital storytelling","year":2018,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University","funders":"","keywords":"Storytelling; Cultural heritage; Downtown; Digital storytelling; Perception; Test (biology); Sociology; Psychology; History; Multimedia; Computer science; Art; Narrative","authors":[{"name":"Fariba Nosrati","is_ca":true},{"name":"Claudia Crippa","is_ca":false},{"name":"Brian Detlor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06625830221363008,"gpt":0.3466616158116069,"spread":0.2804033135979768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009634723,0.00008750732,0.000139746,0.0001535159,0.001113661,0.0004848893,0.0002106296,0.00005274347,0.00004718808],"category_scores_gemma":[0.0005389208,0.00005834899,0.00002519759,0.0005952059,0.0002118499,0.03931935,0.00002975133,0.0002992574,0.00002782782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007234361,"about_ca_system_score_gemma":0.00082638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001100007,"about_ca_topic_score_gemma":0.000004986457,"domain_scores_codex":[0.9987155,0.00003477545,0.0005020267,0.0000803871,0.0004184293,0.000248861],"domain_scores_gemma":[0.9981835,0.0001949931,0.0006606666,0.00009728938,0.0007144371,0.0001490671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001237045,0.0003066004,0.430374,0.0006861428,0.00005795994,0.000003481511,0.4860533,0.0006622249,0.0003418346,0.03515622,0.003369245,0.04175198],"study_design_scores_gemma":[0.005201727,0.004360307,0.1549116,0.002578644,0.00007933874,0.0002134012,0.2985093,0.01305197,0.003732539,0.004636317,0.5114764,0.001248429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9395542,0.00002303384,0.02522849,0.0008920071,0.000664359,0.0001399684,0.000004576569,0.00003107176,0.03346229],"genre_scores_gemma":[0.994943,0.000006831636,0.003927348,0.000777976,0.0002918125,0.000001935381,0.000003537923,0.000004035309,0.00004356527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5081072,"threshold_uncertainty_score":0.9741172,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983498378","doi":"10.1177/0961000611426215","title":"An examination of Canadian information professionals’ involvement in the provision of business information synthesis and analysis services","year":2011,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Information Architecture and Usability","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Knowledge management; Information needs; Context (archaeology); Information system; Business information; Business; Computer science; Marketing; World Wide Web; Engineering","authors":[{"name":"Liane Patterson","is_ca":true},{"name":"Konstantina Martzoukou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245056331598208,"gpt":0.2309948460424583,"spread":0.2085442827264763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004309879,0.000088931,0.0001819702,0.00411883,0.0001570753,0.000325503,0.0007687793,0.00005588061,0.000007618009],"category_scores_gemma":[0.0002227128,0.00005726704,0.0000314567,0.004608123,0.0001473466,0.08193575,0.00007073228,0.0001129267,9.382177e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002992761,"about_ca_system_score_gemma":0.000492367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302799,"about_ca_topic_score_gemma":0.000343723,"domain_scores_codex":[0.9978714,0.0001178038,0.001113617,0.00005108848,0.0007084379,0.0001376461],"domain_scores_gemma":[0.9974695,0.0001000458,0.001185235,0.0002422671,0.0008936567,0.000109268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008443779,0.0001121118,0.06292604,0.0007265723,0.00003991784,3.74315e-7,0.4780856,0.0009021121,0.00007787631,0.1120031,0.0000226705,0.3450192],"study_design_scores_gemma":[0.0001951956,0.0001046405,0.9581507,0.00006460688,0.00001976447,0.000007001593,0.009324593,0.02984653,0.001374524,0.0004752909,0.0003641938,0.00007297579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9434037,0.00001121031,0.05111515,0.0006860188,0.000101698,0.0002978332,0.00001405947,0.000007336511,0.004362979],"genre_scores_gemma":[0.9922207,0.00003198415,0.007148966,0.0005780201,0.000005059644,0.000004518282,0.000009937205,6.124363e-7,1.952406e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8952246,"threshold_uncertainty_score":0.9309047,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025669722","doi":"10.1177/0961000608092551","title":"Children's conceptualizations of the word `Information'","year":2008,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University; McGill University","funders":"","keywords":"Word (group theory); Action (physics); Psychology; Term (time); Social psychology; Sociology; Linguistics","authors":[{"name":"Andrew K. Shenton","is_ca":false},{"name":"Valerie Nesset","is_ca":true},{"name":"Susan Hayter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870245035561487,"gpt":0.2529306666642063,"spread":0.2342282163085914,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001332256,0.00006761585,0.0001216768,0.0004471453,0.001237577,0.0003964587,0.0008565026,0.00004548591,0.0001044569],"category_scores_gemma":[0.001013199,0.00004404879,0.00006598881,0.002208057,0.002018396,0.202621,0.00008124874,0.0001338032,0.00001403929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000249107,"about_ca_system_score_gemma":0.001759413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302208,"about_ca_topic_score_gemma":2.790125e-7,"domain_scores_codex":[0.9977881,0.00006727135,0.0008239367,0.0000376714,0.001098176,0.0001848519],"domain_scores_gemma":[0.9979513,0.00009126191,0.00101602,0.0001466918,0.0006265528,0.000168219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001712448,0.00001771725,0.08822761,0.0000112041,0.00000767207,1.32913e-7,0.1370516,0.0001797378,0.00001514424,0.7584081,0.00690138,0.009162565],"study_design_scores_gemma":[0.0005394138,0.00006309461,0.5266821,0.00005475574,0.000007375608,0.00007666078,0.01479172,0.0002487114,0.0006221689,0.001264423,0.4555074,0.0001421629],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400052,0.00009061305,0.004276908,0.01343932,0.001662585,0.0004291192,0.00003194117,0.00003702409,0.1400273],"genre_scores_gemma":[0.9948714,0.0002410327,0.001013757,0.00365923,0.0001002097,8.912186e-7,0.000002248525,0.000001087054,0.0001101462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7571437,"threshold_uncertainty_score":0.9518569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007456749","doi":"10.1177/0961000615572404","title":"An exploration of the relationship between undergraduate students’ library book borrowing and academic achievement","year":2015,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Mathematics education; Exploratory research; Academic achievement; Positive correlation; Psychology; Foreign language; Order (exchange); Sociology; Social science","authors":[{"name":"Yakup Çetin","is_ca":false},{"name":"Vivian Howard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1044895617445111,"gpt":0.3014742323681088,"spread":0.1969846706235977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001037112,0.00007715834,0.0001092752,0.0004351207,0.0002386786,0.001267775,0.0009740621,0.00004157576,9.213073e-7],"category_scores_gemma":[0.0002850719,0.00005133196,0.00002303393,0.001217463,0.0001635317,0.1905386,0.0003199127,0.0001792411,0.000001206885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001758346,"about_ca_system_score_gemma":0.0005726363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.899753e-7,"about_ca_topic_score_gemma":3.306758e-8,"domain_scores_codex":[0.9983017,0.00007544216,0.0005684786,0.00008507363,0.000853437,0.0001159111],"domain_scores_gemma":[0.9988471,0.0001640693,0.0005307946,0.00014857,0.000091963,0.0002174908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001354809,0.000009809738,0.8995711,0.000009912772,0.000004118337,1.876622e-7,0.00538307,0.00005583054,0.00001637895,0.09150788,0.000680814,0.002747403],"study_design_scores_gemma":[0.0005387043,0.0001959006,0.9482121,0.00006910251,0.000005569431,0.00001177952,0.000951911,0.00076597,0.001580637,0.03921761,0.008345077,0.0001056759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178998,0.0002172921,0.06268904,0.01367994,0.0003409575,0.0001884529,0.000001930373,0.00003879808,0.004943725],"genre_scores_gemma":[0.995912,0.00004914831,0.003060722,0.0008168736,0.00004114109,0.000001104563,9.863254e-7,0.000002177708,0.0001158236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1892709,"threshold_uncertainty_score":0.999769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2143847359","doi":"10.1177/0961000611435253","title":"Public library use of free e-resources","year":2012,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"The Internet; World Wide Web; Public access; Commons; Collection development; Library science; Computer science; Public relations; Political science","authors":[{"name":"Heather Hill","is_ca":true},{"name":"Jenny Bossaller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05813136541554145,"gpt":0.2108378046801251,"spread":0.1527064392645836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0006251654,0.00008476643,0.0001395961,0.001041956,0.000165871,0.002539296,0.001201195,0.00003771054,0.00003296165],"category_scores_gemma":[0.0005541458,0.00006175486,0.0000472652,0.002028311,0.0002200508,0.2871087,0.0004996132,0.000103742,0.000005162814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008654443,"about_ca_system_score_gemma":0.000398837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.265028e-7,"about_ca_topic_score_gemma":1.829079e-8,"domain_scores_codex":[0.9984127,0.00003289611,0.0005844706,0.00006120346,0.0006737796,0.0002349205],"domain_scores_gemma":[0.9985611,0.0001874463,0.00057421,0.0002176879,0.0001358538,0.0003236433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004495559,0.00009017452,0.2710355,0.00004717899,0.00002333719,0.000001292923,0.01150585,0.0000217785,0.0001953731,0.6357517,0.01949192,0.06179098],"study_design_scores_gemma":[0.0005847911,0.0001789506,0.3329251,0.00005038314,0.000004193878,0.0001432139,0.0004148459,0.001525839,0.007299193,0.004834706,0.6518163,0.0002224776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8052576,0.0005598814,0.04809867,0.008651228,0.001292323,0.000168058,0.000008315499,0.000117512,0.1358464],"genre_scores_gemma":[0.972081,0.00007523804,0.02646231,0.001048556,0.00007452923,6.622403e-7,5.344782e-7,0.000002571772,0.0002545713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6323244,"threshold_uncertainty_score":0.9984962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384931546","doi":"10.1177/09610006231187686","title":"Pedagogical strategy for scholarly communication literacy and avoiding deceptive publishing practices","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; Public relations; Scholarly communication; Literacy; Perspective (graphical); Best practice; Sociology; Psychology; Political science; Pedagogy; Computer science","authors":[{"name":"Jairo Buitrago","is_ca":true},{"name":"Jonathan Hernández Pérez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2216885832604605,"gpt":0.4330245079237446,"spread":0.2113359246632841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.01567985,0.00005428063,0.00009903853,0.0004213596,0.001623783,0.009475151,0.0004996338,0.0001834969,0.00001526072],"category_scores_gemma":[0.0204745,0.00004381679,0.00002486586,0.000905208,0.0004174931,0.2148432,0.00008122809,0.001005477,0.000003885759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003385441,"about_ca_system_score_gemma":0.0006612281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006661643,"about_ca_topic_score_gemma":0.000005060009,"domain_scores_codex":[0.9985273,0.0002340296,0.0004003146,0.00006584199,0.000580503,0.0001920422],"domain_scores_gemma":[0.9964249,0.001727372,0.0009406842,0.0000631829,0.000670907,0.0001729135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004885257,0.000006053672,0.004751234,0.00002072326,0.000005740434,4.288574e-7,0.1875676,0.00001435845,0.00008121909,0.7581239,0.00215024,0.04722961],"study_design_scores_gemma":[0.0007157561,0.0002073212,0.04237935,0.0002121902,0.00002273753,0.0000431277,0.3499329,0.003693993,0.0001649499,0.07965572,0.5227558,0.0002161105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8623756,0.000519236,0.01064111,0.07309265,0.0004566248,0.0003329202,0.00001736135,0.00006107835,0.05250346],"genre_scores_gemma":[0.9943418,0.001663484,0.002899587,0.0007976927,0.0001491454,0.000002171621,0.000004164587,0.000001636643,0.0001403052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6784682,"threshold_uncertainty_score":0.999676,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164682760","doi":"10.1177/09610006211016533","title":"How are academic libraries in Spanish-speaking Latin America responding to new models of scholarly communication and predatory publishing?","year":2021,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; Latin Americans; Scholarly communication; Public relations; Literacy; Information literacy; Political science; Sociology; Library science; Pedagogy; Computer science; Law","authors":[{"name":"Jairo Buitrago","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4236533572859617,"gpt":0.4548421121819562,"spread":0.0311887548959946,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.01777134,0.00009352339,0.0002941605,0.04382513,0.0002497448,0.03518518,0.002243059,0.0001123555,0.00002171834],"category_scores_gemma":[0.08210986,0.00007101525,0.00004108596,0.1100974,0.0003294996,0.2452217,0.001193071,0.0007254975,0.000001538456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005709189,"about_ca_system_score_gemma":0.001539293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000157462,"about_ca_topic_score_gemma":0.000002177092,"domain_scores_codex":[0.9931803,0.0002447414,0.001142808,0.0002084274,0.004936361,0.0002873772],"domain_scores_gemma":[0.9924311,0.002095319,0.001370735,0.0004102126,0.003137004,0.0005556404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001845702,0.0000417603,0.3682682,0.00004161874,0.00001066659,0.000008051593,0.02624414,0.0009344829,0.003819506,0.1003666,0.005782901,0.4942975],"study_design_scores_gemma":[0.00115599,0.0002342618,0.794661,0.0003943175,0.000006135295,0.00007090675,0.03620418,0.01824488,0.005167685,0.05904522,0.08453358,0.0002818391],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9221679,0.002537587,0.04004464,0.02834126,0.0002158296,0.0001478319,0.00001871612,0.000008337211,0.006517875],"genre_scores_gemma":[0.9756572,0.0008558988,0.02236519,0.0008446925,0.0000317016,7.401699e-7,0.000001028353,0.000003147123,0.0002404161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4940157,"threshold_uncertainty_score":0.9670123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3006663994","doi":"10.1177/0961000620902247","title":"Reading work as a diversity practice: A differentiated approach to reading promotion in academic libraries in North America","year":2020,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Diversity (politics); Reading (process); Promotion (chess); Context (archaeology); Sociology; Work (physics); Public relations; Library science; Political science; Computer science; History; Politics; Engineering; Anthropology; Law","authors":[{"name":"Keren Dali","is_ca":false},{"name":"Lindsay McNiff","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07398804566953252,"gpt":0.3113527459360264,"spread":0.2373647002664939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001375958,0.00008110426,0.0001549654,0.0005611753,0.0004970252,0.0008697604,0.0005757795,0.00006414385,0.00001391557],"category_scores_gemma":[0.00264418,0.00007092874,0.00002315678,0.0051733,0.0003056188,0.07596916,0.0001863311,0.0003596212,0.000008731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005769898,"about_ca_system_score_gemma":0.0008122645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006681069,"about_ca_topic_score_gemma":0.000003767162,"domain_scores_codex":[0.9981357,0.0001511075,0.000520195,0.0001341019,0.0007973427,0.0002615681],"domain_scores_gemma":[0.9989026,0.0001310212,0.0004517038,0.00005638223,0.00009699949,0.0003613108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002846888,0.00006873615,0.4925664,0.00002585972,0.000003753142,0.000007099577,0.4547703,0.0003381797,0.00009815757,0.04050654,0.0003882581,0.010942],"study_design_scores_gemma":[0.0007778544,0.0005154887,0.8567058,0.0001854135,0.0000120023,0.00001467918,0.1200129,0.001995779,0.0002119817,0.001429568,0.01780346,0.0003349926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536427,0.00001383707,0.001739145,0.0231012,0.0001293089,0.0002499392,0.000001899995,0.00002140696,0.02110053],"genre_scores_gemma":[0.9946464,0.0001104714,0.002374481,0.002772958,0.0000730738,0.000001743686,0.000003227339,0.000001744515,0.00001588894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3641394,"threshold_uncertainty_score":0.9369548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2212117881","doi":"10.1177/0961000615622680","title":"The social library in three contexts: Programmes and perspectives","year":2015,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Typology; Witness; Globalization; Sociology; National library; Political science; Public relations; Social science; Library science","authors":[{"name":"Kristian Nagel Delica","is_ca":false},{"name":"Hans Elbeshausen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06253854560176539,"gpt":0.3203320947329508,"spread":0.2577935491311855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002367339,0.00004963067,0.00007918862,0.0001910689,0.0007967703,0.002189077,0.0003499412,0.00003630162,0.000006053234],"category_scores_gemma":[0.0005665585,0.00003146414,0.00001752196,0.0008316227,0.001536472,0.06037154,0.00005123801,0.0001232685,0.000001565547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900029,"about_ca_system_score_gemma":0.001531085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001599378,"about_ca_topic_score_gemma":0.00002443731,"domain_scores_codex":[0.9988455,0.00006975907,0.0003051126,0.00005879399,0.0005393026,0.0001815549],"domain_scores_gemma":[0.9992924,0.0001178519,0.0002475421,0.00004140764,0.00011746,0.0001833621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005253289,0.00001391257,0.06210481,0.000003117379,0.000001897082,0.000001338754,0.1476289,9.582991e-7,0.000005751175,0.7298362,0.0009312436,0.05941933],"study_design_scores_gemma":[0.0007076887,0.0002602533,0.332729,0.00003081869,0.000003609913,0.00001981548,0.4132265,0.0001949246,0.00006591172,0.05166516,0.2009575,0.0001388642],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587183,0.0009083942,0.000159959,0.07580202,0.0003636838,0.000208027,0.000001900978,0.00002284377,0.06381487],"genre_scores_gemma":[0.9987193,0.0003050343,0.0003840422,0.0003753456,0.0001434988,0.000001240844,2.420829e-7,0.00000118197,0.00007008937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.678171,"threshold_uncertainty_score":0.9988468,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2417562882","doi":"10.1177/0961000615595455","title":"Scaffolding in information search: Effects on less experienced searchers","year":2015,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Point (geometry); Computer science; Information literacy; Information retrieval; Psychology; World Wide Web","authors":[{"name":"Yin‐Leng Theng","is_ca":false},{"name":"Elizabeth A. Lee","is_ca":true},{"name":"Samuel Kai Wah Chu","is_ca":false},{"name":"Celina Wing Yi Lee","is_ca":false},{"name":"Monroe Man-Lung Chiu","is_ca":false},{"name":"Randolph C. H. Chan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07725841982653249,"gpt":0.2995495556301274,"spread":0.2222911358035949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.004053445,0.0001075635,0.0001605159,0.001714414,0.0001735915,0.001645513,0.001003778,0.00005794007,0.000002835763],"category_scores_gemma":[0.0007949321,0.00008224179,0.00003543235,0.00222192,0.000180898,0.09974726,0.0001982739,0.000300962,0.00003543814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489569,"about_ca_system_score_gemma":0.001027303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008990866,"about_ca_topic_score_gemma":1.876618e-7,"domain_scores_codex":[0.9971915,0.00008727548,0.0006963834,0.00007582697,0.001619761,0.0003292823],"domain_scores_gemma":[0.9983167,0.0001454248,0.0003164786,0.0001904302,0.0006038628,0.000427123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000243089,0.00005644931,0.007404775,0.0001123748,0.000005982212,0.00001539464,0.126935,0.002098313,0.0004842811,0.3066717,0.0006689697,0.5553037],"study_design_scores_gemma":[0.01615739,0.006294522,0.3449966,0.001240829,0.00001449839,0.0008205711,0.07006219,0.3501777,0.1572174,0.006932657,0.04423778,0.001847837],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931717,0.00002050128,0.09381999,0.001699936,0.0006246793,0.0002547192,0.000001354822,0.0000353349,0.01037173],"genre_scores_gemma":[0.9936562,0.00002164144,0.005097535,0.001181603,0.00002985657,0.000003374364,0.000001047113,0.000001491879,0.000007234887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5534558,"threshold_uncertainty_score":0.9993909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388575165","doi":"10.1177/09610006231208026","title":"Facing Threats to Libraries and Cultural Heritage in the Russia-Ukraine War: A Case Study and Comparative Review of the Library and Information Community’s’ Responses to the Conflict","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Smithsonian Institution","keywords":"Library science; Documentation; Political science; International community; Sociology; Public relations; Law","authors":[{"name":"Marc Kosciejew","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1535395281458025,"gpt":0.3417465128123217,"spread":0.1882069846665192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003002988,0.0000735241,0.0001436455,0.0002260055,0.0007421492,0.0004422476,0.0003154406,0.00002016356,0.00001330919],"category_scores_gemma":[0.0008066825,0.00003007323,0.00001447605,0.001306404,0.0004434999,0.01855516,0.0001710031,0.0003032967,0.000001796762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001435494,"about_ca_system_score_gemma":0.00009254276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001216524,"about_ca_topic_score_gemma":0.00003975598,"domain_scores_codex":[0.9985148,0.0005539788,0.0003832895,0.0000468629,0.0003656905,0.0001353342],"domain_scores_gemma":[0.9986591,0.0008868486,0.000176541,0.0001103389,0.00004894442,0.0001182175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007936935,0.00001621916,0.2576395,0.0006286036,0.00001997784,0.00002709801,0.5651572,0.00015802,0.0000254776,0.003525248,0.0009463252,0.1710627],"study_design_scores_gemma":[0.0002380011,0.0007773011,0.8871825,0.0003174133,0.000005019565,0.0005016061,0.1012324,0.0007389807,0.00003604029,0.000364452,0.008546354,0.00005992074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834235,0.001409153,0.00003377207,0.01343896,0.00003067543,0.0006031952,0.00002407511,0.000006034075,0.001030688],"genre_scores_gemma":[0.992842,0.004078,0.0001864464,0.002867367,0.00001108116,0.000003124996,0.000002676705,4.316663e-7,0.000008836428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6295431,"threshold_uncertainty_score":0.9951718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138645362","doi":"10.1177/0961000621996412","title":"Reading practices of Spanish-speaking readers in the United States and Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reading (process); Immigration; Diaspora; Context (archaeology); Sociology; Library science; Public relations; Political science; Gender studies; Computer science; History","authors":[{"name":"Keren Dali","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05227271976606216,"gpt":0.3131673343342439,"spread":0.2608946145681817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002436262,0.00003544797,0.00007014815,0.0001832634,0.0003020921,0.0006797725,0.000246525,0.00001954795,0.00001074448],"category_scores_gemma":[0.001477685,0.00002428463,0.000008683768,0.001213949,0.0003695799,0.02663531,0.00002214939,0.000105608,1.057982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001986567,"about_ca_system_score_gemma":0.002774751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04637069,"about_ca_topic_score_gemma":0.02411234,"domain_scores_codex":[0.9987925,0.0001173929,0.0003241922,0.00004623894,0.000600925,0.0001187083],"domain_scores_gemma":[0.9986981,0.0003457636,0.0006617671,0.00005177965,0.000169509,0.00007309686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004671163,0.00003500515,0.2577368,0.00007179529,0.000008822905,0.00003354033,0.4774202,0.0002506146,0.0006301226,0.2500612,0.001578613,0.01212666],"study_design_scores_gemma":[0.0002687544,0.00008404154,0.1908933,0.0001173775,0.000007963307,0.00007638855,0.7039202,0.0008337645,0.001933559,0.002277727,0.09948096,0.0001059488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714648,0.00004194861,0.0000851167,0.01845605,0.0001309787,0.00003990242,0.000001735784,0.00000180309,0.009777668],"genre_scores_gemma":[0.997315,0.0005149933,0.0005171801,0.001606092,0.0000309006,1.928569e-7,0.00000182666,5.660319e-7,0.00001321573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2477834,"threshold_uncertainty_score":0.9936951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412187308","doi":"10.1177/09610006251353385","title":"Inequity, precarity, and disparity: Exploring systemic and institutional barriers in open access publishing","year":2025,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Lakehead University; Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture; Institute for Humane Studies, George Mason University","keywords":"Precarity; Publishing; Sociology; Political science; Public relations; Gender studies; Law","authors":[{"name":"Philips Ayeni","is_ca":true},{"name":"Vincent Larivière","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.640031349098399,"gpt":0.557906649263912,"spread":0.082124699834487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["metaresearch","bibliometrics","scholarly_communication"],"category_scores_codex":[0.03521518,0.00008745375,0.0002617342,0.03697855,0.0005433371,0.0742557,0.003794155,0.00006443935,0.00001845241],"category_scores_gemma":[0.0491188,0.00006081344,0.00002207568,0.06500434,0.000538227,0.23297,0.005208442,0.000375954,9.698765e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009300622,"about_ca_system_score_gemma":0.001735676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008883895,"about_ca_topic_score_gemma":0.000009804515,"domain_scores_codex":[0.9950182,0.0001144209,0.001057734,0.0002293306,0.003298383,0.0002819546],"domain_scores_gemma":[0.9961551,0.001283118,0.0004898755,0.0001973471,0.001403986,0.0004705642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003460644,0.000009603587,0.7941307,0.00003351518,0.00000367834,0.000002545155,0.0007613679,0.00007142663,0.00004978494,0.08003098,0.0005927841,0.124279],"study_design_scores_gemma":[0.0008481869,0.00005151608,0.9593229,0.000184355,0.000003217432,0.00008264187,0.002155706,0.008822387,0.0001501062,0.02146151,0.006818216,0.00009930713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722697,0.0005736956,0.005568529,0.006025972,0.0006421913,0.0002014042,0.00000893676,0.000004180291,0.01470545],"genre_scores_gemma":[0.9979424,0.0009085688,0.0005864252,0.0005048785,0.00002342544,0.000004281646,4.465256e-7,0.000001066908,0.00002847247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1651921,"threshold_uncertainty_score":0.993449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386292502","doi":"10.1177/09610006231190654","title":"A study on copyright issues of different controlled digital lending (CDL) modes","year":2023,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public domain; Computer science; Service (business); Institution; Business; Political science; Law; Marketing","authors":[{"name":"Wang Ying","is_ca":false},{"name":"Tomas A. Lipinski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0348284962525328,"gpt":0.2760895882923609,"spread":0.241261092039828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0008647549,0.00009495761,0.0002522191,0.000883783,0.0001378895,0.00197149,0.0008324778,0.00001733295,0.000002936781],"category_scores_gemma":[0.00017984,0.0000558463,0.00006076245,0.000986854,0.000122251,0.0379035,0.0002121711,0.00008463037,0.00001151748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001356117,"about_ca_system_score_gemma":0.00006744717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.401487e-7,"about_ca_topic_score_gemma":9.825997e-8,"domain_scores_codex":[0.9982808,0.00002360263,0.0005807538,0.00009098191,0.0008610737,0.000162761],"domain_scores_gemma":[0.9989876,0.0001464007,0.0004552882,0.0001679523,0.0001399833,0.0001027727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002196562,0.0002942003,0.008565587,0.00003234451,0.00005398805,0.00001592991,0.01774026,0.0001441339,0.000111433,0.9505777,0.001312898,0.0209319],"study_design_scores_gemma":[0.02473897,0.01013783,0.5032405,0.0006695061,0.00008368799,0.00007288998,0.02332943,0.2188269,0.01054055,0.183551,0.02346075,0.001348007],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622532,0.0000119397,0.005642867,0.001053445,0.0003024032,0.0002355046,0.000002730812,0.00004448062,0.03045341],"genre_scores_gemma":[0.9996168,0.00002213762,0.0001133075,0.0000770199,0.00002309077,0.000001529983,5.899847e-7,0.000001439421,0.0001440638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7670267,"threshold_uncertainty_score":0.9990646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403541284","doi":"10.1177/09610006241285514","title":"Everyday life information seeking: A systematic review with bibliometric analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Librarianship and Information Science","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Science Foundation of Jiangsu Province","keywords":"Information seeking; Everyday life; Sociology; Systematic review; Psychology; Bibliometrics; Citation analysis; Epistemology; Social science; Political science; Information retrieval; Library science; Computer science; MEDLINE; Citation; Philosophy","authors":[{"name":"Zhengbiao Han","is_ca":false},{"name":"Haoyu Zhao","is_ca":false},{"name":"Jinwen Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04856543452074764,"gpt":0.3240714083689218,"spread":0.2755059738481742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics","scholarly_communication"],"category_scores_codex":[0.006468339,0.0003908354,0.00211359,0.1147757,0.0002693139,0.006037295,0.002425998,0.0001539214,0.00001639112],"category_scores_gemma":[0.001705534,0.000212288,0.000544974,0.2630751,0.0001846576,0.0966526,0.0003837688,0.0006988521,0.0001829008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001490254,"about_ca_system_score_gemma":0.003529299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001827752,"about_ca_topic_score_gemma":6.677641e-8,"domain_scores_codex":[0.9930601,0.0001761908,0.003406805,0.0001673148,0.0028063,0.0003833472],"domain_scores_gemma":[0.9932953,0.0002778702,0.003800587,0.0006118175,0.001476907,0.0005374826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004535797,0.00001441776,0.000007820868,0.8167999,0.0004787908,0.000007573121,0.001092702,0.000007241611,1.746788e-8,0.01352799,0.001048091,0.1670109],"study_design_scores_gemma":[0.0003290921,0.0004418342,0.0001392464,0.3552524,0.01245603,0.001264491,0.0002116387,0.005302652,8.077139e-7,0.00005748813,0.6236964,0.0008480089],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001803059,0.9076445,0.08956856,0.000284494,0.0003272762,0.0009067574,0.00002005772,0.00005763305,0.001188884],"genre_scores_gemma":[0.00008634634,0.9965222,0.002118049,0.001156797,0.0000324119,0.00002785945,0.00001900058,0.000005507165,0.00003180337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6226483,"threshold_uncertainty_score":0.9949945,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4410318301","doi":"10.1177/09610006251332613","title":"Virtual and augmented reality in the libraries: Situation analysis, hotspots and new directions","year":2025,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Augmented reality; Computer science; Virtual reality; Data science; Human–computer interaction","authors":[{"name":"Chidiebube Blossom Williams","is_ca":true},{"name":"Williams E. Nwagwu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02588611428921552,"gpt":0.2806515917606824,"spread":0.2547654774714669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001656477,0.00007161248,0.0001328626,0.001036227,0.0003324934,0.001326788,0.0005214795,0.00003845604,0.000002105437],"category_scores_gemma":[0.000260239,0.00005034554,0.00002543127,0.004424186,0.0002473781,0.01882078,0.0001492353,0.0001619438,4.758821e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002459785,"about_ca_system_score_gemma":0.0004403611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004609838,"about_ca_topic_score_gemma":0.00001277051,"domain_scores_codex":[0.9988498,0.00008102534,0.0004869106,0.0001149558,0.0003503801,0.00011693],"domain_scores_gemma":[0.9990228,0.0002607347,0.0002998621,0.0002166802,0.00009970678,0.0001001969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001643135,0.00003118923,0.008279953,0.00001156303,0.00003880263,5.008605e-7,0.01128664,0.0003478088,0.00008805942,0.897391,0.001064312,0.0814438],"study_design_scores_gemma":[0.0004967302,0.00006776408,0.9131537,0.00003472387,0.00005497271,0.00003009032,0.00234548,0.05630448,0.0001514813,0.01862615,0.008642541,0.00009190423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05700566,0.0002050262,0.9103681,0.0279646,0.0001002908,0.0001671246,0.000003264204,0.00002011871,0.004165787],"genre_scores_gemma":[0.9944979,0.0003949481,0.003537018,0.001510327,0.00001644526,0.000003335334,0.00000195611,7.522427e-7,0.00003732334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9374923,"threshold_uncertainty_score":0.9997099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090115366","doi":"10.1177/09610006110430020602","title":"Book review: Urban Teens in the Library: Research and Practice Denise E Agosto and Sandra Hughes-Hassell (eds). Chicago, IL: American Library Association, 2010.208pp, $60.00. ISBN 9780838910153","year":2011,"lang":"en","type":"article","venue":"Journal of Librarianship and Information Science","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Library science; Association (psychology); Sociology; Computer science; Psychology","authors":[{"name":"Andrew Large","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06377714290038797,"gpt":0.3379339872252108,"spread":0.2741568443248228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.008570519,0.0001466988,0.0002644682,0.0005996067,0.001119007,0.002484401,0.0009197541,0.00009269807,0.0002571249],"category_scores_gemma":[0.002829483,0.0001027724,0.00004059174,0.002955501,0.001870072,0.1178674,0.0001714253,0.0005923509,0.00001403289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003062849,"about_ca_system_score_gemma":0.001612274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000900762,"about_ca_topic_score_gemma":0.000005165805,"domain_scores_codex":[0.9960691,0.0008615482,0.0007995722,0.0002124251,0.001575379,0.0004819955],"domain_scores_gemma":[0.9967801,0.001399159,0.0009946175,0.0001904663,0.000248541,0.0003871469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000218323,0.0001382956,0.0641108,0.0001040932,0.00001658572,0.00002394579,0.1001636,4.425783e-7,0.00006207229,0.03548303,0.7920959,0.007582872],"study_design_scores_gemma":[0.0002465823,0.0004504455,0.09330274,0.000177012,0.000013058,0.00005367549,0.0162217,0.00001779205,0.0001043865,0.001488572,0.887774,0.0001500603],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09660833,0.05524686,0.000104109,0.4931907,0.0007501314,0.001686258,0.00004805563,0.0001112008,0.3522544],"genre_scores_gemma":[0.4567224,0.4085736,0.005098534,0.1219011,0.000910724,0.00002943543,0.00001659116,0.00002869883,0.00671895],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3712896,"threshold_uncertainty_score":0.9985511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}