{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"29e1b6abce6c","filters":{"venue":"Journal of New Librarianship"}},"results":[{"id":"W2981564990","doi":"10.21173/newlibs/8/2","title":"Encouraging essential skills","year":2019,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Web and Library Services","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Roads University; Government of British Columbia","funders":"","keywords":"Literacy; Public relations; Information literacy; Digital literacy; Resource (disambiguation); Rural area; Digital divide; Economic growth; Emerging technologies; Business; Information and Communications Technology; Political science; Sociology; Pedagogy; Computer science","authors":[{"name":"Andrew Gregg","is_ca":true},{"name":"Virginia McKendry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008202263320058632,"gpt":0.2141031726539025,"spread":0.2059009093338439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947029,0.0002654977,0.0001671847,0.001041582,0.002974084,0.002029919,0.0008024559,0.000848863,0.01600369],"category_scores_gemma":[0.00802809,0.0002007186,0.0001952105,0.0005944493,0.001927927,0.001295089,0.004656133,0.001580412,0.00300581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844863,"about_ca_system_score_gemma":0.007256836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245581,"about_ca_topic_score_gemma":0.04048418,"domain_scores_codex":[0.9981824,0.000492682,0.00004449144,0.0001385971,0.0005778865,0.0005640076],"domain_scores_gemma":[0.9937046,0.001642706,0.0006205798,0.0004962217,0.0012367,0.002299132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001740367,0.002093833,0.06592541,0.002695836,0.00003550325,0.002399042,0.16964,0.0002953126,0.0360489,0.04623495,0.1150448,0.5594125],"study_design_scores_gemma":[0.00004379234,0.0003970181,0.134831,0.000976663,0.00003633709,0.001369319,0.07817352,0.0003311643,0.006040422,0.01412956,0.7636181,0.00005318451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6233273,0.00125075,0.008703412,0.01357644,0.0004004776,0.0004749862,0.0001979249,0.0004315741,0.3516371],"genre_scores_gemma":[0.8919137,0.001427162,0.009794399,0.004056605,0.00009308335,0.0003407157,0.000190013,0.00008270158,0.0921017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01600369,"threshold_uncertainty_score":0.05353773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377047351","doi":"10.33011/newlibs/13/16","title":"How Libraries are Funded: Transparency Issues in Student Tuition and Fees Among ARL Libraries","year":2023,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Transparency (behavior); Payment; Higher education; Business; Political science; Accounting; Library science; Finance; Computer science","authors":[{"name":"Casey Hoeve","is_ca":true},{"name":"Kiyomi Deards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08999525365243705,"gpt":0.3246419330581413,"spread":0.2346466794057042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02862806,0.0001271941,0.0004092086,0.003402433,0.005920067,0.01519954,0.001208149,0.001922416,0.004283812],"category_scores_gemma":[0.1354334,0.0004331475,0.0003922448,0.005272761,0.005612146,0.008327501,0.007539134,0.003438981,0.0003822482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01280154,"about_ca_system_score_gemma":0.01340102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253189,"about_ca_topic_score_gemma":0.02227306,"domain_scores_codex":[0.9469351,0.02826213,0.003468707,0.001713019,0.01310617,0.006514885],"domain_scores_gemma":[0.8180072,0.09864739,0.05036414,0.006558401,0.01612892,0.01029396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003817157,0.0003291248,0.4996394,0.0002945836,0.0001273692,0.001036138,0.2117619,0.001440863,0.001204782,0.1354311,0.01656872,0.1317843],"study_design_scores_gemma":[0.0000804399,0.0002572943,0.5937725,0.0009240779,0.0000940984,0.001185393,0.2859695,0.004245593,0.002078054,0.03793059,0.0731594,0.0003030454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926612,0.0007602953,0.001795082,0.04014903,0.00007082977,0.00003554626,0.0001432674,0.0000390527,0.03039489],"genre_scores_gemma":[0.9978048,0.0001312132,0.0001477729,0.001011723,0.00004333557,0.00001048446,0.00001704678,0.000008859601,0.0008248131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02862806,"threshold_uncertainty_score":0.1514015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210526017","doi":"10.33011/newlibs/11/9","title":"A Sustainable Way Forward: A Team-based Approach to Tackling Textbook Access and Affordability Issues During the “New Normal”","year":2022,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Library; University of Alberta","funders":"","keywords":"Desk; Workflow; Institution; Work (physics); Service (business); Closure (psychology); Public relations; Business; Component (thermodynamics); Coronavirus disease 2019 (COVID-19); Political science; Library science; Knowledge management; Engineering management; Management; Computer science; Engineering; Marketing; Medicine; Economics","authors":[{"name":"Michelle Brailey","is_ca":true},{"name":"Sonya Betz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02330430755134588,"gpt":0.2745865602311409,"spread":0.251282252679795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.04159008,0.001285267,0.0007803568,0.003506975,0.0310166,0.03730989,0.008284324,0.007811164,0.0157398],"category_scores_gemma":[0.03070719,0.001255861,0.001648713,0.002478975,0.02011793,0.02014072,0.04096288,0.01168709,0.005832969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157921,"about_ca_system_score_gemma":0.07488477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261531,"about_ca_topic_score_gemma":0.02690657,"domain_scores_codex":[0.9612899,0.0217726,0.00100057,0.003885108,0.006957934,0.005093884],"domain_scores_gemma":[0.9618745,0.005573354,0.001909377,0.003202857,0.005495229,0.02194461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001713381,0.001414988,0.0107693,0.001056631,0.0003213252,0.002466766,0.2107591,0.005360469,0.004354736,0.1966924,0.2228771,0.3437558],"study_design_scores_gemma":[0.0000577036,0.0005010696,0.002295065,0.000801131,0.00008172938,0.0005775408,0.2424032,0.005014877,0.001209842,0.1504299,0.5964921,0.0001359135],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08443382,0.002275712,0.4320566,0.2464243,0.006146406,0.002611409,0.0001602145,0.003913677,0.2219779],"genre_scores_gemma":[0.5411434,0.0020035,0.335925,0.02617369,0.0008940815,0.001732645,0.0002729795,0.001191676,0.09066313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9917157,"threshold_uncertainty_score":0.219952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3205404359","doi":"10.33011/newlibs/10/13","title":"Review of Approaches to Liaison Librarianship: Innovations in Organization and Engagement","year":2021,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Sociology; Political science; Engineering ethics; Engineering; Computer science","authors":[{"name":"Justin Fuhr","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2333606573461727,"gpt":0.3174425489472086,"spread":0.08408189160103588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01212185,0.0007808808,0.001725042,0.007626545,0.001027204,0.005532561,0.002341724,0.002295658,0.003544984],"category_scores_gemma":[0.02229895,0.0005462156,0.001146486,0.01292693,0.00299222,0.00589726,0.002363137,0.002624612,0.001550856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005547722,"about_ca_system_score_gemma":0.01609427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005927076,"about_ca_topic_score_gemma":0.0162854,"domain_scores_codex":[0.9905754,0.004284518,0.001366598,0.0007031166,0.002791814,0.0002784875],"domain_scores_gemma":[0.9777936,0.01310002,0.001473826,0.0006260525,0.006387953,0.0006185564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005645773,0.00005888478,0.0003515221,0.04325673,0.000216959,0.00005721925,0.001027509,0.0002556875,0.0003124028,0.023163,0.05363762,0.877606],"study_design_scores_gemma":[0.00002419523,0.00009269692,0.001557417,0.04236038,0.0002928889,0.0002460811,0.0007520676,0.00008841634,0.0002275388,0.007167764,0.9471598,0.00003068088],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009779429,0.9951337,0.0003522326,0.002400849,0.0004380396,0.00001357393,0.00001121865,0.000005474967,0.0015472],"genre_scores_gemma":[0.001786243,0.9950703,0.0007560524,0.001537088,0.000342706,0.00003201448,0.00002363248,0.000005258216,0.0004466579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9944674,"threshold_uncertainty_score":0.06410718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210419319","doi":"10.33011/newlibs/5/28","title":"Supporting Digital Scholarship in the Academic Library","year":2018,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"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":"Scholarship; Digital scholarship; Focus (optics); Academic library; Digital library; Library science; Sociology; Scholarly communication; Medical education; Political science; Computer science; Medicine; Publishing; Art","authors":[{"name":"Stephanie Savage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1018210884027685,"gpt":0.2895257983409387,"spread":0.1877047099381702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01740518,0.0003529857,0.0005569787,0.003959134,0.01427246,0.0489929,0.004722339,0.006261841,0.03986511],"category_scores_gemma":[0.03637194,0.0005638844,0.0005523947,0.004402046,0.005913165,0.02789813,0.03737455,0.004367022,0.02023588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006580588,"about_ca_system_score_gemma":0.04337595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003066512,"about_ca_topic_score_gemma":0.007424373,"domain_scores_codex":[0.9848936,0.007251454,0.0009353181,0.0005347531,0.00400096,0.002383981],"domain_scores_gemma":[0.9555619,0.009931225,0.002054237,0.003648478,0.007643692,0.02116033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002835911,0.001291983,0.01080609,0.001338353,0.00004408415,0.001456332,0.0191379,0.0007404865,0.002213906,0.2099647,0.1873392,0.5653834],"study_design_scores_gemma":[0.0000896175,0.0002412909,0.002469623,0.001165755,0.00004641675,0.0006356096,0.03397441,0.001100216,0.003331964,0.06658944,0.8902855,0.00007012182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1116128,0.01054106,0.01056126,0.2080585,0.002798596,0.0002713907,0.0002607244,0.003042373,0.6528533],"genre_scores_gemma":[0.8147236,0.010602,0.02445425,0.02318985,0.003293278,0.0002377382,0.0004690279,0.0003989694,0.1226313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9510071,"threshold_uncertainty_score":0.1333621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4395958785","doi":"10.33011/newlibs/15/12","title":"Review of Trans and Gender Diverse Voices in Libraries","year":2024,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"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":"Sociology; Psychology; Gender studies; Library science; Computer science","authors":[{"name":"Derya Hodge","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1537003942431839,"gpt":0.3967826429357281,"spread":0.2430822486925442,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005347076,0.0006942552,0.00182412,0.008149142,0.0007936456,0.002462549,0.001155842,0.00154616,0.007363371],"category_scores_gemma":[0.01203018,0.000483248,0.001053508,0.009015149,0.001177528,0.003261394,0.001976953,0.001704428,0.001586298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691678,"about_ca_system_score_gemma":0.006466798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005361127,"about_ca_topic_score_gemma":0.01755245,"domain_scores_codex":[0.9978053,0.0008365563,0.000493619,0.0002162519,0.0005378027,0.0001105263],"domain_scores_gemma":[0.9875717,0.008242916,0.001063417,0.0002074294,0.002499164,0.0004153212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008416112,0.00003447335,0.0005743504,0.07993528,0.0003088051,0.0002201694,0.001074478,0.00007370301,0.0002833671,0.003037503,0.12277,0.7916038],"study_design_scores_gemma":[0.00001484041,0.00007022036,0.00290008,0.09586242,0.0006388521,0.0009654016,0.001022305,0.00001711082,0.0001321262,0.001127567,0.8972189,0.00003027121],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006527379,0.9976902,0.00003775748,0.001157547,0.0004221696,0.000003632138,0.00002376185,0.000002233161,0.0005974058],"genre_scores_gemma":[0.000724224,0.9971163,0.00007150487,0.001436764,0.0003938187,0.000007632257,0.00003106931,0.000002167014,0.0002164817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9975374,"threshold_uncertainty_score":0.02827835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385268508","doi":"10.33011/newlibs/14/5","title":"On the Clock","year":2023,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"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":"Korea Agency for Infrastructure Technology Advancement","keywords":"Conversation; Task (project management); Work (physics); Service (business); Balance (ability); Column (typography); Public relations; Sociology; Library science; Political science; Psychology; Computer science; Management; Engineering; Telecommunications; Business; Marketing","authors":[{"name":"Petra Faddoul","is_ca":false},{"name":"Kaia MacLeod","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1410663477304993,"gpt":0.3361633764428184,"spread":0.195097028712319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003632689,0.00204302,0.001727887,0.002661058,0.003594065,0.02579243,0.002755423,0.006697173,0.7276967],"category_scores_gemma":[0.0306743,0.0009683292,0.001135172,0.002953273,0.00239528,0.01130388,0.007437878,0.009737934,0.7367515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002637452,"about_ca_system_score_gemma":0.005619837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916377,"about_ca_topic_score_gemma":0.004013896,"domain_scores_codex":[0.9922868,0.001028324,0.0005035067,0.001394825,0.003637641,0.001148877],"domain_scores_gemma":[0.9845434,0.001480032,0.001039231,0.001843544,0.006179609,0.004914172],"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":[0.00002316057,0.00001018664,0.00003743143,0.00005088543,0.000001934745,0.00002877301,0.00003995419,0.00001392075,0.0001037743,0.001794062,0.9751076,0.02278818],"study_design_scores_gemma":[0.000004234547,0.000005240375,0.00004268494,0.00003880123,6.504908e-7,0.00001811487,0.00005853611,0.000006122852,0.00002199847,0.0002356865,0.9995626,0.00000533478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005849807,0.005795163,0.002747158,0.07943172,0.3940595,0.000393503,0.002861708,0.007206947,0.5069194],"genre_scores_gemma":[0.001770108,0.002855171,0.001264128,0.02733253,0.02608456,0.0002169469,0.001269064,0.00158809,0.9376193],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7276967,"threshold_uncertainty_score":0.3884076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781939776","doi":"10.21173/newlibs/3/8","title":"Tactical interventions in libraries","year":2017,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Impromptu; Psychological intervention; Engineering; Computer science; Psychology","authors":[{"name":"Karen Munro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2311564635985785,"gpt":0.4098343704020852,"spread":0.1786779068035067,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004680991,0.0005784555,0.0003424924,0.001850909,0.007280939,0.00437925,0.001679091,0.002184995,0.01466555],"category_scores_gemma":[0.01656174,0.000308261,0.0005094842,0.00177886,0.003293759,0.003956589,0.009482981,0.00243787,0.002399315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899418,"about_ca_system_score_gemma":0.006584944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001515199,"about_ca_topic_score_gemma":0.003948162,"domain_scores_codex":[0.9886457,0.008814382,0.0002757762,0.0003513144,0.001074959,0.0008378735],"domain_scores_gemma":[0.9910907,0.004794383,0.0007597056,0.0008500444,0.0006223667,0.001882811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000627651,0.01687012,0.007145738,0.002820463,0.00009784407,0.0006225659,0.04755048,0.001358885,0.001311906,0.0454404,0.04477941,0.8313745],"study_design_scores_gemma":[0.00184647,0.01033552,0.04320198,0.004787501,0.0001828385,0.001465393,0.1157601,0.003117102,0.006538049,0.09653148,0.7159699,0.0002636799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5712609,0.01032756,0.02449286,0.03384763,0.001073241,0.002895213,0.0001782394,0.002225726,0.3536986],"genre_scores_gemma":[0.9485963,0.005542404,0.01593841,0.005579126,0.0003863142,0.003234403,0.0001399398,0.00007996151,0.02050319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01466555,"threshold_uncertainty_score":0.04906112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781588494","doi":"10.21173/newlibs/3/9","title":"Knowledge exchange","year":2017,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"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":"General partnership; Administration (probate law); Academic library; Column (typography); Business; Medical education; Knowledge management; Management; Public relations; Political science; Library science; Medicine; Engineering; Computer science","authors":[{"name":"Erin Huner","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3169822356067096,"gpt":0.4087790263843432,"spread":0.09179679077763364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01397788,0.0006342273,0.0006473526,0.003642283,0.005637497,0.0194686,0.002770674,0.003529771,0.08421682],"category_scores_gemma":[0.04695507,0.0004383566,0.0009987653,0.004011701,0.003751792,0.01834625,0.01720084,0.003591216,0.02987243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003734833,"about_ca_system_score_gemma":0.009004161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002660198,"about_ca_topic_score_gemma":0.002023306,"domain_scores_codex":[0.980529,0.009272807,0.001669717,0.001660635,0.005367078,0.00150081],"domain_scores_gemma":[0.9690595,0.01225925,0.001691554,0.007680306,0.006464025,0.002845453],"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":[0.0001101513,0.0001478817,0.001565843,0.0005662211,0.00005915202,0.0008289159,0.03013817,0.0005848474,0.0008167383,0.4653154,0.1674464,0.3324203],"study_design_scores_gemma":[0.00001438156,0.00002972562,0.0003900303,0.0005853904,0.00001433729,0.0003124846,0.009922282,0.0003277019,0.0003453803,0.08691313,0.9011152,0.0000298313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006852311,0.003353827,0.05495482,0.04292319,0.003161805,0.0004495098,0.0005224163,0.0006045836,0.8871775],"genre_scores_gemma":[0.331557,0.009093532,0.07590332,0.0155265,0.002986095,0.001070602,0.002978875,0.0009634568,0.5599207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9805314,"threshold_uncertainty_score":0.2817333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944070211","doi":"10.21173/newlibs/6/13","title":"\"You’re one of us”","year":2019,"lang":"en","type":"article","venue":"Journal of New Librarianship","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Identity (music); Sociology; Psychology; Philosophy; Aesthetics","authors":[{"name":"Afra Bolefski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08898569772623077,"gpt":0.3089828953008222,"spread":0.2199971975745915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002277171,0.0002688104,0.0002854616,0.0008319062,0.01351884,0.006314975,0.0006018127,0.001106124,0.0114902],"category_scores_gemma":[0.01362892,0.0001861155,0.0002953674,0.0008735317,0.008215792,0.00544906,0.005021214,0.006587893,0.003307504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832783,"about_ca_system_score_gemma":0.003038039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01112121,"about_ca_topic_score_gemma":0.0247106,"domain_scores_codex":[0.9964856,0.001513739,0.00006826722,0.0001749005,0.001163398,0.0005940605],"domain_scores_gemma":[0.9947562,0.001508169,0.000860194,0.0002553372,0.001388607,0.001231504],"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":[0.00006472922,0.0001280788,0.03465577,0.0002073954,0.00004564322,0.001626097,0.4999179,0.00006290097,0.0007858626,0.13366,0.2748599,0.05398565],"study_design_scores_gemma":[0.000004473062,0.00004740258,0.009349169,0.00017609,0.00001415767,0.001148802,0.4476799,0.00006957721,0.0003698322,0.006456398,0.5346487,0.00003549832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3647971,0.003803828,0.003557846,0.1397887,0.006017732,0.0001037198,0.0001762822,0.0001858011,0.481569],"genre_scores_gemma":[0.8370194,0.002434478,0.001049327,0.02560859,0.0007914675,0.00006560454,0.0001112605,0.0001864305,0.1327335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01351884,"threshold_uncertainty_score":0.03843856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}