{"meta":{"query_hash":"7db44831ab19","filters":{"venue":"Ticker The Academic Business Librarianship Review"},"cohort_total":79,"direct_labels_cover":1,"predictions_cover":79,"exported":79,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/7db44831ab19","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ticker+The+Academic+Business+Librarianship+Review"},"results":[{"id":"W1748476117","doi":"10.3998/ticker.16481003.0001.102","title":"Our Year of Assessment at Columbia University’s Business and Economics Library","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Watson; Space (punctuation); Service (business); Work (physics); Quality (philosophy); Service quality; Marketing; Perception; Sociology; Public relations; Psychology; Library science; Business; Management; Medical education; Engineering; Computer science; Political science; Economics; Medicine","score_opus":0.026416321907643113,"score_gpt":0.22427591764022167,"score_spread":0.19785959573257855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1748476117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4867538,0.055661466,0.012509913,0.30659983,0.0050918907,0.0073288945,0.00014839316,0.0010690681,0.12483676],"genre_scores_gemma":[0.69303656,0.21851955,0.008857287,0.026213475,0.00045667897,0.000028113494,0.00011078469,0.000092878254,0.05268466],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984444,0.00018255592,0.0005404223,0.00034018574,0.00023369944,0.00025878078],"domain_scores_gemma":[0.9984048,0.00011653214,0.00046901192,0.0008303588,0.00007184798,0.00010744025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058706215,0.00016895712,0.00043978987,0.00009283831,0.00013207094,0.00026280436,0.0022757356,0.00012800861,0.00015166475],"category_scores_gemma":[0.000027323378,0.00013836853,0.000062577834,0.0016362384,0.00008385067,0.011799121,0.0013090695,0.00024712717,0.0002601405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035794306,0.00006406686,0.37354365,0.011152739,0.00013838509,0.000009811915,0.0018796765,0.00011175598,0.00014198294,0.35096967,0.22756775,0.034384713],"study_design_scores_gemma":[0.000596986,0.000024264673,0.2817773,0.002539397,0.000028126527,0.00006985712,0.0003810773,0.0018739634,0.000043818192,0.001559181,0.7106691,0.00043692536],"about_ca_topic_score_codex":0.00002379212,"about_ca_topic_score_gemma":5.81603e-7,"teacher_disagreement_score":0.48310137,"about_ca_system_score_codex":0.000026225265,"about_ca_system_score_gemma":0.00043388756,"threshold_uncertainty_score":0.85540783},"labels":[],"label_agreement":null},{"id":"W2343892389","doi":"10.3998/ticker.16481003.0001.201","title":"Transitioning to 100% Business E-Books: The Case of a Large University Business Collection","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Institution; Nothing; Academic institution; Raising (metalworking); Sociology; Management; Public relations; Computer science; Business; Marketing; Engineering; Political science; Library science; Social science; Economics; Epistemology; Mechanical engineering; Philosophy","score_opus":0.025332198870249827,"score_gpt":0.23613477392145485,"score_spread":0.21080257505120503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343892389","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20735191,0.053885743,0.31727478,0.35949817,0.0034215513,0.009697165,0.00006907113,0.0013685196,0.047433075],"genre_scores_gemma":[0.9183953,0.018300863,0.0038904664,0.024006195,0.00043875194,0.00009847284,0.00004664509,0.00011397955,0.03470937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778587,0.00035328808,0.0005554587,0.0005086073,0.00036978046,0.0004270028],"domain_scores_gemma":[0.9978426,0.00045525137,0.0003082532,0.0008398604,0.00043301773,0.00012098411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000880665,0.00030324547,0.00048510457,0.0002593685,0.0005444316,0.0002198559,0.0017834175,0.00015088494,0.00017484862],"category_scores_gemma":[0.0002681527,0.0001942289,0.00011121858,0.010948908,0.00010028621,0.0032310472,0.00059277203,0.00040224666,0.0001742503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081238983,0.0006207117,0.012298441,0.019634735,0.0007719975,0.001021336,0.016645249,0.0014738422,0.0008660997,0.5510871,0.26639295,0.12837516],"study_design_scores_gemma":[0.0014483186,0.00004625533,0.054902375,0.006583883,0.00021033119,0.0017008128,0.00055568235,0.0017335264,0.00031283833,0.0023065358,0.92923665,0.00096277485],"about_ca_topic_score_codex":0.00008013962,"about_ca_topic_score_gemma":0.000007692246,"teacher_disagreement_score":0.71104336,"about_ca_system_score_codex":0.000055825967,"about_ca_system_score_gemma":0.0006083634,"threshold_uncertainty_score":0.79204243},"labels":[],"label_agreement":null},{"id":"W2765341354","doi":"10.3998/ticker.16481003.0002.201","title":"Buying the Haystack: New Roles for Academic Business Libraries","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Haystack; Business; World Wide Web; Computer science","score_opus":0.044657983179025335,"score_gpt":0.2547031012876859,"score_spread":0.21004511810866058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765341354","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004557564,0.4096506,0.12096596,0.43833032,0.0028283615,0.0063802553,0.000017371392,0.0014136173,0.015855957],"genre_scores_gemma":[0.10206259,0.30294925,0.03185597,0.2731922,0.008204743,0.0022267818,0.0003031544,0.00074789365,0.27845743],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963399,0.00025152197,0.0010448305,0.0008205178,0.00071999157,0.0008232258],"domain_scores_gemma":[0.9960395,0.0016399919,0.0005567948,0.0013536888,0.00018770297,0.00022230441],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0010895523,0.0005589127,0.0007207271,0.00018230014,0.0006073571,0.0011062247,0.0055740476,0.00034744703,0.00018877977],"category_scores_gemma":[0.0009834212,0.00030949307,0.00021983136,0.004798066,0.00019969516,0.009135525,0.0014209105,0.001031603,0.0005132585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009388375,0.000028972303,0.005165466,0.0034174952,0.00015811615,0.000005100612,0.0016393877,0.000104529805,0.00010118612,0.4376504,0.38756785,0.1640676],"study_design_scores_gemma":[0.00053084217,0.000015738256,0.008628228,0.0030521157,0.000075144315,0.00007085047,0.000058662077,0.00095038424,0.00020584044,0.036713872,0.94912976,0.00056854915],"about_ca_topic_score_codex":0.000008875867,"about_ca_topic_score_gemma":4.255598e-7,"teacher_disagreement_score":0.56156194,"about_ca_system_score_codex":0.00003562533,"about_ca_system_score_gemma":0.0013862975,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W2766494200","doi":"10.3998/ticker.16481003.0002.203","title":"MBAA International Annual Conference 2017","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Cyberloafing and Workplace Behavior","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.057206257973240957,"score_gpt":0.34004174173234747,"score_spread":0.2828354837591065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766494200","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060114324,0.12289994,0.00027656122,0.5888676,0.008205607,0.0034095566,0.00008895197,0.0006777867,0.21545967],"genre_scores_gemma":[0.6309071,0.22320125,0.00027944476,0.019776413,0.0024482969,0.00016735772,0.00008900018,0.000075473436,0.123055644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979093,0.00039382916,0.0003859336,0.00032505265,0.0005881325,0.0003977714],"domain_scores_gemma":[0.9986407,0.00029745334,0.00023198409,0.00046536062,0.00024448472,0.000120012635],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016877195,0.00018492981,0.0003220609,0.00005096819,0.00029722258,0.00015626654,0.0017876375,0.00022322827,0.0035256837],"category_scores_gemma":[0.00068942056,0.0001303854,0.00009770251,0.0006780243,0.00030624578,0.0011136518,0.00020260023,0.00069772085,0.0025506134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005692128,0.000095879564,0.0834114,0.0009898838,0.00009516905,0.000018512295,0.01672486,0.000005544721,0.00006812522,0.22237307,0.51282936,0.16333127],"study_design_scores_gemma":[0.00017784681,0.0000040349164,0.020365098,0.0025363192,0.00007440966,0.00000962931,0.00083387486,0.000006299857,0.000004360159,0.0012603005,0.9745039,0.0002239304],"about_ca_topic_score_codex":0.00020894807,"about_ca_topic_score_gemma":0.000010400455,"teacher_disagreement_score":0.5707928,"about_ca_system_score_codex":0.00004775846,"about_ca_system_score_gemma":0.0004507502,"threshold_uncertainty_score":0.998226},"labels":[],"label_agreement":null},{"id":"W2766736025","doi":"10.3998/ticker.16481003.0002.202","title":"Supporting Impactful and Applicable Business Education: A Call for Greater Collaboration Between Librarians, Faculty, and Publishers","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Business education; Public relations; Higher education; Management; Business; Sociology; Political science; Library science; Medical education; Computer science; Medicine; Economics","score_opus":0.03216394321300424,"score_gpt":0.29826460841292834,"score_spread":0.2661006651999241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766736025","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.299711,0.051164895,0.002356512,0.58867687,0.002837732,0.01847564,0.00006510353,0.00090076786,0.035811502],"genre_scores_gemma":[0.8145364,0.0122799,0.0027636026,0.11190292,0.013168777,0.0030932163,0.00503156,0.00052480516,0.03669882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978687,0.00005504358,0.000691323,0.00060934934,0.00028538122,0.00049018255],"domain_scores_gemma":[0.9981447,0.00021160685,0.0006911098,0.00047178802,0.00042952626,0.000051267674],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017590874,0.00037602478,0.00053758634,0.00022264593,0.0003007484,0.0016939451,0.0005623749,0.00020605655,0.00025235067],"category_scores_gemma":[0.0007867543,0.0002761338,0.00005574888,0.0019504365,0.00009571401,0.0076588495,0.0003649285,0.00030040366,0.0000838967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007131675,0.000046666046,0.26842183,0.027346307,0.000109109424,5.036091e-7,0.00023915303,0.000002600169,0.00004481819,0.02090713,0.60200894,0.0808016],"study_design_scores_gemma":[0.00048615556,0.00000470265,0.19433343,0.0018756398,0.000453828,0.000004370238,0.0002966765,0.00013347068,0.0000036099718,0.003917931,0.79808223,0.00040795215],"about_ca_topic_score_codex":0.00013353843,"about_ca_topic_score_gemma":0.0000025542479,"teacher_disagreement_score":0.5148254,"about_ca_system_score_codex":0.000026952654,"about_ca_system_score_gemma":0.00025310653,"threshold_uncertainty_score":0.99996907},"labels":[],"label_agreement":null},{"id":"W2794731689","doi":"10.3998/ticker.16481003.0003.101","title":"Effective Social Media Strategies for Business Libraries","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal","funders":"","keywords":"Social media; Business; Computer science; Data science; World Wide Web","score_opus":0.030329950477159622,"score_gpt":0.2553264988518029,"score_spread":0.2249965483746433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794731689","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02069769,0.45333362,0.12018053,0.36282456,0.0077798697,0.013156142,0.00011814966,0.0027832692,0.01912617],"genre_scores_gemma":[0.75801265,0.0668277,0.02271532,0.13279802,0.0107453475,0.004007049,0.00063698494,0.0005973632,0.0036595736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699813,0.00040901365,0.0006789145,0.0007564738,0.0004813604,0.0006761267],"domain_scores_gemma":[0.9962643,0.0019894156,0.00041729966,0.0009813382,0.0002325277,0.00011513886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086477917,0.00049256324,0.0008458154,0.00012107646,0.00035513687,0.00086866383,0.0043830834,0.00032582713,0.0001764038],"category_scores_gemma":[0.00026600572,0.00031998556,0.00019887357,0.0028897866,0.00020125021,0.010869874,0.0008393753,0.0006430182,0.00039956774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044910284,0.000032062722,0.00060419174,0.007980264,0.00008238153,0.000003811649,0.002181204,0.000011038858,0.000089946436,0.9130728,0.024655133,0.051242206],"study_design_scores_gemma":[0.0013737048,0.000043827127,0.12305373,0.005547139,0.0002627414,0.000054444303,0.00043767842,0.0012479797,0.00021434658,0.26533008,0.6010911,0.0013432454],"about_ca_topic_score_codex":0.000008380873,"about_ca_topic_score_gemma":9.2095377e-7,"teacher_disagreement_score":0.73731494,"about_ca_system_score_codex":0.000017878512,"about_ca_system_score_gemma":0.00065163965,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W2968127256","doi":"10.3998/ticker.16481003.0001.303","title":"American Library Association Annual Conference 2016","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Administration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); Library science; Computer science; Psychology","score_opus":0.03389126417717134,"score_gpt":0.29871654454178154,"score_spread":0.26482528036461017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968127256","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052823115,0.032026812,0.00012668666,0.740827,0.0018375578,0.0025366028,0.00006760135,0.0006652739,0.16908933],"genre_scores_gemma":[0.5693041,0.21752284,0.0003698836,0.063857876,0.0020134072,0.000099610734,0.000120680954,0.00006607978,0.1466455],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997049,0.000797867,0.0004772196,0.00038243193,0.00075598626,0.00053751445],"domain_scores_gemma":[0.9981834,0.0005468274,0.0005571411,0.0004166669,0.000119209384,0.00017675437],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015619108,0.00019840618,0.00038603332,0.000059561946,0.000370853,0.00034185033,0.0014882677,0.00017893162,0.0029632808],"category_scores_gemma":[0.0007325454,0.00013555489,0.00009481269,0.0022097281,0.00038220477,0.00799112,0.00016040458,0.00055962853,0.0021866017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029721132,0.000053490694,0.19112058,0.000718066,0.000050824143,0.0000047633393,0.008057504,0.0000022528689,0.00006465651,0.19890255,0.5317475,0.06924808],"study_design_scores_gemma":[0.00010748683,0.000018021174,0.047602843,0.0012114797,0.000044040306,0.0000018003847,0.0014237459,0.000011010121,0.000024223367,0.004433222,0.94486743,0.0002546937],"about_ca_topic_score_codex":0.00013352778,"about_ca_topic_score_gemma":0.0000041583025,"teacher_disagreement_score":0.6769692,"about_ca_system_score_codex":0.000045715933,"about_ca_system_score_gemma":0.0015999486,"threshold_uncertainty_score":0.9985903},"labels":[],"label_agreement":null},{"id":"W2968374306","doi":"10.3998/ticker.16481003.0003.205","title":"Anything Else? Assessing the Needs of Researchers at the Library of Paris-Dauphine","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.2425393520432917,"score_gpt":0.3489493188778539,"score_spread":0.10640996683456222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968374306","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09080834,0.4983264,0.0016894272,0.33193123,0.00076027075,0.0026335777,0.000016295344,0.00023342294,0.07360105],"genre_scores_gemma":[0.8984122,0.06770132,0.00047707383,0.019082118,0.00029533976,0.000036847854,0.000022391598,0.00006713673,0.01390553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972188,0.0005795046,0.00080336636,0.00027236436,0.00068019243,0.00044581218],"domain_scores_gemma":[0.9960399,0.0015089695,0.0006176374,0.0015888246,0.0001359822,0.00010866084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174736,0.00027118775,0.00054101396,0.000077979,0.00023977521,0.0005474559,0.0036289478,0.0001498409,0.0002175013],"category_scores_gemma":[0.0005136131,0.000101902995,0.00018987025,0.0031438805,0.00045213933,0.0070787156,0.0019928117,0.00086183083,0.000089457215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008508078,0.00018189377,0.021339815,0.012753333,0.0004540708,0.000022199598,0.016275005,0.00029083603,0.009042894,0.5372458,0.23754857,0.16476049],"study_design_scores_gemma":[0.0009953097,0.00011323625,0.101501316,0.022867605,0.0003454782,0.00038725307,0.0011975126,0.0029944857,0.008622781,0.04267618,0.8171756,0.0011232174],"about_ca_topic_score_codex":0.00005395259,"about_ca_topic_score_gemma":3.8517345e-7,"teacher_disagreement_score":0.8076039,"about_ca_system_score_codex":0.000021506685,"about_ca_system_score_gemma":0.00028573355,"threshold_uncertainty_score":0.6743548},"labels":[],"label_agreement":null},{"id":"W2969189173","doi":"10.3998/ticker.16481003.0003.201","title":"Harnessing the Data Deluge: Introduction","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data science; Computer science","score_opus":0.38061994551728817,"score_gpt":0.4016453283991342,"score_spread":0.021025382881846022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969189173","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002556264,0.13402167,0.0074287793,0.85167444,0.0010273019,0.0015534775,0.00008834062,0.000251095,0.0013986278],"genre_scores_gemma":[0.3998081,0.45051143,0.0054728948,0.110363916,0.008897666,0.00075719325,0.0016003344,0.00026425876,0.022324208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964214,0.00039780937,0.0009525025,0.0009000465,0.0009698422,0.00035837913],"domain_scores_gemma":[0.9904852,0.0013829613,0.0005816218,0.0072854566,0.00021201618,0.00005277694],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0065896316,0.00022779826,0.00043194368,0.00007792807,0.0004314066,0.00046525188,0.011398621,0.00020142102,0.0012458864],"category_scores_gemma":[0.0062357243,0.000098107994,0.00007118975,0.004015235,0.00038899362,0.0023748863,0.0028061753,0.0010784181,0.0043517635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043121754,0.0000097177535,0.0010371297,0.0001328189,0.000012853648,3.3143002e-7,0.000026541584,0.0000059352788,0.00008488295,0.04567785,0.5994753,0.3535323],"study_design_scores_gemma":[0.00007501259,0.0000025521847,0.007888892,0.00039172758,0.000075161675,0.000043003092,0.00014850943,0.0005274691,0.000024580608,0.029009447,0.9616623,0.00015135187],"about_ca_topic_score_codex":0.000013312001,"about_ca_topic_score_gemma":0.0000010840391,"teacher_disagreement_score":0.74131054,"about_ca_system_score_codex":0.000016906517,"about_ca_system_score_gemma":0.00015562499,"threshold_uncertainty_score":0.9996671},"labels":[],"label_agreement":null},{"id":"W3005846231","doi":"10.3998/ticker.16481003.0004.101","title":"A Ticker Refresh","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Embedded system","score_opus":0.06452504231136989,"score_gpt":0.22702839555718748,"score_spread":0.1625033532458176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005846231","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057533723,0.34917715,0.00015545539,0.027823247,0.00463908,0.0013633192,0.00018313537,0.00015684118,0.6107484],"genre_scores_gemma":[0.06633234,0.18875045,0.00034836773,0.030737504,0.000758948,0.00018058495,0.000056256486,0.000121633806,0.7127139],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978092,0.000043840682,0.0009344967,0.0006475219,0.00007540111,0.0004895402],"domain_scores_gemma":[0.9982823,0.00013844737,0.00048836874,0.0009543752,0.00004337717,0.00009309592],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016107907,0.00026667572,0.00078872096,0.00011222209,0.00015379708,0.000110117246,0.0011360073,0.00015658772,0.021914229],"category_scores_gemma":[0.00033284578,0.00020516435,0.00018197027,0.0008603815,0.0001549825,0.0008701992,0.00037239547,0.00047250657,0.13952155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010168414,0.000021520485,0.012128503,0.0011256038,0.00010492013,0.000002167152,0.00031391133,0.0000073370925,0.000003625238,0.3230967,0.6613142,0.0018713565],"study_design_scores_gemma":[0.0002955588,0.0000058099135,0.008355804,0.0007958244,0.00003701712,0.000010417738,0.00007525364,0.000100267156,0.0000033084043,0.0120518245,0.9779575,0.00031140744],"about_ca_topic_score_codex":0.00003139994,"about_ca_topic_score_gemma":3.6202567e-7,"teacher_disagreement_score":0.31664333,"about_ca_system_score_codex":0.000051224888,"about_ca_system_score_gemma":0.000046379857,"threshold_uncertainty_score":0.9789799},"labels":[],"label_agreement":null},{"id":"W3006305584","doi":"10.3998/ticker.16481003.0004.104","title":"Help! I'm New to Licensing and Don't Know Where to Start","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Need to know; Internet privacy; Business; Computer science; Computer security","score_opus":0.023767056763989266,"score_gpt":0.2702744677366341,"score_spread":0.24650741097264484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006305584","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021882601,0.28125808,0.0004297656,0.6924739,0.00037286145,0.0017430701,0.0000019810855,0.00018135253,0.0016564354],"genre_scores_gemma":[0.040841896,0.6096132,0.0048622987,0.30175295,0.0011092819,0.000055425433,0.000021826088,0.00016439144,0.041578744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837685,0.000089212524,0.00044374587,0.00045300266,0.0002188222,0.0004183983],"domain_scores_gemma":[0.9986031,0.00013431629,0.00009773558,0.00076144334,0.00007597898,0.00032741294],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0004936729,0.00027854514,0.0006547124,0.00012356267,0.00009614259,0.000029511852,0.00039574233,0.0017180189,0.00073701266],"category_scores_gemma":[0.00034505368,0.00017185057,0.00007145853,0.0013896874,0.00008355301,0.00024223798,0.00030307908,0.0030414623,0.0017668067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003779658,0.000055075005,0.013369344,0.009751697,0.0002990387,0.00005426752,0.0011362204,0.0000059388367,0.0065431315,0.015823092,0.5777701,0.37481412],"study_design_scores_gemma":[0.0004855894,0.000070959,0.0143516855,0.018957598,0.00033108288,0.00030136097,0.00007172172,0.000009956746,0.00037535388,0.00031416348,0.96446943,0.00026106965],"about_ca_topic_score_codex":0.000032929198,"about_ca_topic_score_gemma":0.0000021131436,"teacher_disagreement_score":0.3907209,"about_ca_system_score_codex":0.000022164999,"about_ca_system_score_gemma":0.00020364331,"threshold_uncertainty_score":0.99957794},"labels":[],"label_agreement":null},{"id":"W3006627095","doi":"10.3998/ticker.16481003.0004.102","title":"It's Time For a Remodel! Collecting Usage Data to Design a Library For a New Generation of Students","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.2479328793188738,"score_gpt":0.3673977383311055,"score_spread":0.1194648590122317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006627095","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081619807,0.01087516,0.86012375,0.11853435,0.00065760355,0.007860253,0.000024017452,0.00016985707,0.00093880005],"genre_scores_gemma":[0.011717964,0.012265823,0.8277428,0.075651556,0.0019648073,0.00093312643,0.000536605,0.00023111173,0.0689562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783874,0.0003193394,0.0006296582,0.00058278505,0.00031497295,0.00031452594],"domain_scores_gemma":[0.9973178,0.0008719236,0.00035881533,0.0012145089,0.000106663625,0.00013029066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022058168,0.00020031756,0.00044844247,0.00009795715,0.0001713171,0.00034672997,0.0045904466,0.00010991977,0.000126458],"category_scores_gemma":[0.0011172998,0.00014997211,0.00006762125,0.0014490433,0.000016837803,0.0032438159,0.0010293288,0.000247414,0.00016875412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008041932,0.00007236195,0.0005230365,0.0026208204,0.0000865446,3.4432233e-7,0.0024153036,0.0006385447,0.0022531217,0.010521541,0.9408871,0.039900888],"study_design_scores_gemma":[0.0013345334,0.00015064847,0.0008115451,0.006505317,0.00023290097,0.000023153196,0.00013539294,0.20699154,0.00072525616,0.0023228498,0.78009015,0.0006766998],"about_ca_topic_score_codex":0.000004227537,"about_ca_topic_score_gemma":1.3329623e-7,"teacher_disagreement_score":0.206353,"about_ca_system_score_codex":0.00001876153,"about_ca_system_score_gemma":0.00080663187,"threshold_uncertainty_score":0.85302687},"labels":[],"label_agreement":null},{"id":"W3080342397","doi":"10.3998/ticker.16481003.0004.203","title":"Bridging Gaps: Libraries and Software Computing for MBAs","year":2020,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Computer science; Software; Software engineering; Operating system; Computer security","score_opus":0.06386856476691223,"score_gpt":0.28763234298452706,"score_spread":0.22376377821761484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080342397","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008817823,0.13420561,0.53509736,0.3269866,0.0004140167,0.001041125,0.0000028407617,0.000555819,0.0008148482],"genre_scores_gemma":[0.33515498,0.09786259,0.20738178,0.35369647,0.004024182,0.00027825587,0.00010521625,0.00024453696,0.0012519995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998206,0.00022469585,0.00048157535,0.0004972755,0.00021384346,0.0003765804],"domain_scores_gemma":[0.9984425,0.0006333458,0.00026483636,0.00037516846,0.0000931953,0.00019096147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007158674,0.00023840145,0.00041315085,0.00004071307,0.00044732232,0.00057798857,0.0016441869,0.00010214526,0.000041749165],"category_scores_gemma":[0.0017728397,0.00017406624,0.00007448491,0.0011490644,0.000110420835,0.0022734464,0.00075274764,0.0006276713,0.000074342424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000226616,0.0000281743,0.01188275,0.012792407,0.000084496176,0.0000062105705,0.008160641,0.00011985014,0.00007023223,0.345765,0.10870805,0.51235956],"study_design_scores_gemma":[0.000906794,0.00006207026,0.027794257,0.009677614,0.00022463231,0.00013743584,0.0006685429,0.041299116,0.00016083368,0.00930245,0.90856445,0.0012017865],"about_ca_topic_score_codex":0.0000035377736,"about_ca_topic_score_gemma":4.3262293e-8,"teacher_disagreement_score":0.7998564,"about_ca_system_score_codex":0.000009651624,"about_ca_system_score_gemma":0.0002375456,"threshold_uncertainty_score":0.7098215},"labels":[],"label_agreement":null},{"id":"W3080860111","doi":"10.3998/ticker.16481003.0004.201","title":"The Evolving Business Library: Introduction","year":2020,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management, Economics, and Public Policy","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Business","score_opus":0.04185974386168085,"score_gpt":0.22814173002277127,"score_spread":0.18628198616109043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080860111","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000495393,0.06223124,0.0006277309,0.88879573,0.0016488725,0.001368657,0.000006456009,0.00063889584,0.044187],"genre_scores_gemma":[0.07450012,0.22745676,0.00023029067,0.5999424,0.088035606,0.0005164222,0.00045011213,0.0004748392,0.008393446],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970241,0.00011469574,0.0010432828,0.0006975258,0.0003630974,0.00075730326],"domain_scores_gemma":[0.9976086,0.00024334692,0.0008722203,0.0010063554,0.00020114172,0.000068343696],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013487444,0.00048073413,0.0006101152,0.0001396356,0.0008756499,0.0017157778,0.0027128689,0.00017766654,0.0019637113],"category_scores_gemma":[0.0023909793,0.00030500453,0.00017085251,0.0037467445,0.00029648328,0.008724754,0.0012434442,0.000874303,0.002455553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028530616,0.000012057266,0.001729827,0.0031972737,0.00006457446,0.0000023710916,0.000046284087,0.000017160759,0.0000058806413,0.2027709,0.7615886,0.030536542],"study_design_scores_gemma":[0.00026589775,0.000002209165,0.014859733,0.0005473608,0.00022890315,0.0000060836114,0.000062751664,0.0011605406,0.0000025570328,0.010357447,0.9721063,0.00040024373],"about_ca_topic_score_codex":0.00008380684,"about_ca_topic_score_gemma":0.0000025935133,"teacher_disagreement_score":0.28885335,"about_ca_system_score_codex":0.000025624258,"about_ca_system_score_gemma":0.00015265445,"threshold_uncertainty_score":0.9999402},"labels":[],"label_agreement":null},{"id":"W3081474306","doi":"10.3998/ticker.16481003.0004.204","title":"The Copyright First Responders Model","year":2020,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07553374071570111,"score_gpt":0.24494735268864692,"score_spread":0.1694136119729458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081474306","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011454431,0.15236892,0.002682423,0.8291298,0.00062703155,0.0012835572,0.0000066536018,0.00040582748,0.012350305],"genre_scores_gemma":[0.35148117,0.14431402,0.00013837994,0.4940096,0.0075072846,0.00025637142,0.00010972822,0.0002144596,0.001968948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977376,0.00006526576,0.00066383916,0.00044510807,0.0005154957,0.0005727076],"domain_scores_gemma":[0.998361,0.0003332483,0.00041818287,0.000692675,0.00014239519,0.00005248735],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011582065,0.00037545955,0.00044497492,0.000048666952,0.00094256224,0.0005070555,0.0025548867,0.0001960978,0.00033182467],"category_scores_gemma":[0.0016122438,0.00019966131,0.00019344865,0.0017481708,0.0003230505,0.0026497967,0.0008935591,0.0010362676,0.0017817336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001327753,0.000018946996,0.0003636455,0.0040861107,0.000069101974,0.00001541342,0.00016901917,0.00013475801,0.00003604036,0.30384746,0.6848415,0.006285208],"study_design_scores_gemma":[0.000294275,0.0000030592337,0.0007261524,0.0012505669,0.00024421717,0.0000070244428,0.000048178255,0.011115134,0.0000068065137,0.01854513,0.96741855,0.00034089564],"about_ca_topic_score_codex":0.000010481107,"about_ca_topic_score_gemma":0.0000023376579,"teacher_disagreement_score":0.35033572,"about_ca_system_score_codex":0.00002123475,"about_ca_system_score_gemma":0.000105961706,"threshold_uncertainty_score":0.9989955},"labels":[],"label_agreement":null},{"id":"W3112345600","doi":"10.3998/ticker.16481003.0005.107","title":"Investigation of British Columbia Entrepreneurs' Secondary Market Research Habits and Information Needs","year":2020,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Business; Marketing; Agricultural economics; Economics","score_opus":0.10609919672888037,"score_gpt":0.33085990956721056,"score_spread":0.2247607128383302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112345600","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36463985,0.12112784,0.00003605514,0.46564725,0.0005378824,0.0030814605,0.00012225182,0.00015478324,0.044652633],"genre_scores_gemma":[0.75947607,0.20090194,0.00008674442,0.033926155,0.0013785728,0.00016751987,0.000062579675,0.000029528264,0.0039709196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972751,0.0012919551,0.00057009846,0.00012146309,0.0004949266,0.00024642478],"domain_scores_gemma":[0.9984678,0.0005221105,0.00027893033,0.00019399183,0.0003371795,0.0001999849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031938958,0.00007336269,0.00026141698,0.000056166555,0.00031816415,0.0002728501,0.0004888153,0.00016082158,0.00088438886],"category_scores_gemma":[0.0022804604,0.00008305173,0.0000356062,0.0023718954,0.0005400532,0.0023983028,0.000121437195,0.0005212196,0.000053046024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056105296,0.0000038012095,0.098236784,0.0049681985,0.000018020928,3.4352362e-7,0.041749146,1.2409471e-7,0.000019058378,0.009523058,0.7924957,0.052980136],"study_design_scores_gemma":[0.00012481476,0.000007196409,0.17243156,0.0024005137,0.000029046725,0.000006103579,0.0045110146,0.0000040011137,0.0000037749483,0.0017631025,0.81861264,0.00010624536],"about_ca_topic_score_codex":0.007831904,"about_ca_topic_score_gemma":0.00017315595,"teacher_disagreement_score":0.4317211,"about_ca_system_score_codex":0.000019405257,"about_ca_system_score_gemma":0.00079248275,"threshold_uncertainty_score":0.998775},"labels":[],"label_agreement":null},{"id":"W3136317658","doi":"10.3998/ticker.16481003.0005.222","title":"3 Tools for Shorter, Chattier, More Participatory Remote Business Research Instruction","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Citizen journalism; Process management; Knowledge management; Business; Computer science; Engineering management; Engineering; World Wide Web","score_opus":0.451736847979533,"score_gpt":0.4177944978944091,"score_spread":0.03394235008512392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136317658","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063450836,0.4317258,0.042942133,0.425385,0.011788443,0.010067763,0.00019335553,0.0015051904,0.012941477],"genre_scores_gemma":[0.32316515,0.42119625,0.0054749027,0.17921889,0.047946364,0.0032191237,0.006165083,0.0013409074,0.012273314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952975,0.00019801565,0.0012175688,0.0010575828,0.0010700305,0.0011593106],"domain_scores_gemma":[0.99427307,0.0007041332,0.0004967618,0.0016641191,0.0027979317,0.00006396786],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035478766,0.00055478,0.0008576745,0.0003115383,0.0008823749,0.0010905733,0.0019733552,0.00044336345,0.0009132801],"category_scores_gemma":[0.006705399,0.00040911147,0.00021079372,0.0071377708,0.0006135672,0.0074397475,0.0010638104,0.0012858901,0.00064276514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002089227,0.00017051795,0.0031104402,0.029427439,0.00016718435,0.000059101287,0.00013787749,0.000033880355,0.000699016,0.056856636,0.16721946,0.7419095],"study_design_scores_gemma":[0.0005020753,0.0000039219794,0.022713413,0.0075609214,0.00040009173,0.00008366101,0.00022437565,0.0008196277,0.0002652604,0.0128759295,0.9539054,0.00064530945],"about_ca_topic_score_codex":0.00010264179,"about_ca_topic_score_gemma":0.000010654487,"teacher_disagreement_score":0.78668594,"about_ca_system_score_codex":0.00006684806,"about_ca_system_score_gemma":0.00047757485,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W3136778172","doi":"10.3998/ticker.16481003.0005.215","title":"When Breakout Rooms Break, Jamboards Put the Pieces Together","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Attention Economy in Education and Business","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breakout; Business","score_opus":0.045686356725544094,"score_gpt":0.2634637705791976,"score_spread":0.2177774138536535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136778172","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040339134,0.17897092,0.0018163405,0.76461774,0.0036796667,0.0013160212,0.000012546069,0.0004032722,0.045149595],"genre_scores_gemma":[0.21612266,0.077043965,0.00047855146,0.63598794,0.021420557,0.0008656314,0.0006537804,0.000381676,0.047045223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970954,0.00016798169,0.0009762853,0.00064202136,0.0005190376,0.00059928],"domain_scores_gemma":[0.99706733,0.0002456505,0.0007048369,0.0013031238,0.00063799485,0.00004106466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016257953,0.00048292955,0.00062244874,0.000116853436,0.0006383915,0.00084087515,0.0018849077,0.00024292762,0.008339902],"category_scores_gemma":[0.00076196645,0.0002820491,0.0002736688,0.0022553834,0.0002989233,0.0032860506,0.0006715051,0.0008674822,0.004383333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025173322,0.0001629891,0.018295532,0.004912316,0.00021073387,0.000018901077,0.00028832318,0.000037121063,0.000036566937,0.071212776,0.7511941,0.15360548],"study_design_scores_gemma":[0.00028670524,9.656169e-7,0.030804299,0.0018199338,0.00039964946,0.00008079807,0.00032090693,0.00014805859,0.00001104219,0.008304108,0.9574093,0.00041419506],"about_ca_topic_score_codex":0.00013439404,"about_ca_topic_score_gemma":0.000019367943,"teacher_disagreement_score":0.21208873,"about_ca_system_score_codex":0.000039092032,"about_ca_system_score_gemma":0.0002986668,"threshold_uncertainty_score":0.99996316},"labels":[],"label_agreement":null},{"id":"W3137830909","doi":"10.3998/ticker.16481003.0005.217","title":"Imperfect is Perfect: Expanding Use of Video for Reference and Instruction","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Imperfect; Computer science; Multimedia; Linguistics","score_opus":0.12132364143563322,"score_gpt":0.3608850618549777,"score_spread":0.23956142041934447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137830909","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5654416,0.3033185,0.0016193184,0.12328883,0.00084890693,0.002172293,0.0000589819,0.00020654987,0.0030449927],"genre_scores_gemma":[0.3829109,0.603356,0.0046298425,0.005432833,0.0009880011,0.000108370645,0.00005143008,0.000056676185,0.0024659366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983561,0.00045477852,0.000389494,0.00028478607,0.00024392994,0.00027091667],"domain_scores_gemma":[0.99841475,0.0008001866,0.00023957247,0.00025318048,0.0002206622,0.00007164223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144928,0.00013968983,0.0003633903,0.00004514894,0.00038868212,0.000084424384,0.00026189553,0.00019047332,0.00023292088],"category_scores_gemma":[0.0026102928,0.000101366546,0.00007615933,0.0009095883,0.0002716002,0.0011340975,0.00010696245,0.0004313283,0.0000073535944],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007109042,0.00004394647,0.027622951,0.0077072084,0.00012518933,0.000005178174,0.0065101683,0.0000045273846,0.002367394,0.14391528,0.01234552,0.79928154],"study_design_scores_gemma":[0.00029955286,0.000014183363,0.0061233654,0.004343105,0.00024680782,0.000020129424,0.0010191104,0.000027400332,0.0005929382,0.002904006,0.9841939,0.00021547628],"about_ca_topic_score_codex":0.000076456374,"about_ca_topic_score_gemma":0.000008984227,"teacher_disagreement_score":0.9718484,"about_ca_system_score_codex":0.000020999441,"about_ca_system_score_gemma":0.00052350067,"threshold_uncertainty_score":0.41336077},"labels":[],"label_agreement":null},{"id":"W3138148441","doi":"10.3998/ticker.16481003.0005.211","title":"Going Virtual in a Time of COVID","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Virology; Medicine; Outbreak","score_opus":0.10641026028911768,"score_gpt":0.39314350018984673,"score_spread":0.2867332399007291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138148441","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11985784,0.7650413,0.00058419205,0.0974028,0.0013087449,0.0020798182,0.00006290665,0.00017414441,0.013488264],"genre_scores_gemma":[0.5132215,0.261112,0.00028689668,0.18847345,0.0010691624,0.00048362988,0.00024487096,0.00022110369,0.034887362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728274,0.00077906746,0.0008383809,0.0003951397,0.00028886125,0.00041583017],"domain_scores_gemma":[0.99803096,0.0008284782,0.00026234676,0.00069844513,0.000054653923,0.00012512367],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014224215,0.00020862148,0.00061963714,0.00008438528,0.000059685986,0.000014809133,0.0007324872,0.0002195301,0.004213388],"category_scores_gemma":[0.00063047523,0.00015471313,0.0001045727,0.0017635466,0.00014099872,0.00024721317,0.00026141715,0.00072894676,0.0012063687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081446796,0.001284041,0.17171618,0.048151363,0.00038099752,0.0007284234,0.014917442,0.000018731318,0.003633191,0.2566095,0.1582091,0.34353656],"study_design_scores_gemma":[0.0019080909,0.00005888837,0.11722791,0.016134819,0.00026098613,0.00030509193,0.00041815967,0.00003333428,0.00026811563,0.003538657,0.85929066,0.0005553004],"about_ca_topic_score_codex":0.00008373744,"about_ca_topic_score_gemma":0.0000043439377,"teacher_disagreement_score":0.7010816,"about_ca_system_score_codex":0.00009001528,"about_ca_system_score_gemma":0.000983368,"threshold_uncertainty_score":0.9995713},"labels":[],"label_agreement":null},{"id":"W3138309029","doi":"10.3998/ticker.16481003.0005.208","title":"Case Study Collaboration with the School of Management Global Programs","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Process management; Business; Medicine","score_opus":0.04834791344309579,"score_gpt":0.34187117301936987,"score_spread":0.29352325957627406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138309029","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3578204,0.1780736,0.0007183742,0.41330072,0.001195346,0.01091818,0.00001640897,0.00021692221,0.037740067],"genre_scores_gemma":[0.9412441,0.041279834,0.0008573077,0.008963833,0.0003839445,0.00073721167,0.00001643155,0.000022267024,0.0064950385],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979193,0.0006260052,0.00036181769,0.00023488175,0.00063582155,0.00022214805],"domain_scores_gemma":[0.99876076,0.00008006682,0.0002741123,0.0004260446,0.00038146815,0.000077552206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012218468,0.00013222723,0.00022811863,0.000012218489,0.0004194383,0.00013001745,0.0005055663,0.00005942129,0.00026702622],"category_scores_gemma":[0.00015184653,0.000070240836,0.00003211001,0.003420289,0.0001945827,0.0004738463,0.000101909936,0.00020021868,0.00006427201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078861056,0.0011863188,0.38600942,0.004190444,0.0008156426,0.0015530173,0.055506226,0.000017182103,0.0000025187214,0.14587055,0.19225198,0.21251783],"study_design_scores_gemma":[0.0004783545,0.000022811388,0.08919862,0.0020967496,0.000483733,0.00020859609,0.06522701,6.706024e-7,0.0000045529273,0.0008726903,0.8411495,0.00025668155],"about_ca_topic_score_codex":0.00025344273,"about_ca_topic_score_gemma":0.00026009226,"teacher_disagreement_score":0.6488975,"about_ca_system_score_codex":0.000087332664,"about_ca_system_score_gemma":0.001329262,"threshold_uncertainty_score":0.32260227},"labels":[],"label_agreement":null},{"id":"W3138435547","doi":"10.3998/ticker.16481003.0005.219","title":"Feedback from the Black Box: Using Google Docs for Engagement in Remote Business Information Literacy Instruction","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Black box; Information literacy; Literacy; Computer science; Business; World Wide Web; Psychology; Pedagogy","score_opus":0.05110477882067048,"score_gpt":0.2818436142861671,"score_spread":0.23073883546549662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138435547","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11399273,0.16063881,0.40505418,0.30973148,0.0036744052,0.004822905,0.00009636772,0.00051222194,0.0014769076],"genre_scores_gemma":[0.22527544,0.25673437,0.23507868,0.27332383,0.0059987116,0.00038576726,0.0020314676,0.00028133896,0.00089038047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971019,0.00062372204,0.0009965844,0.0004474444,0.0004022409,0.00042812643],"domain_scores_gemma":[0.9972378,0.00066867174,0.0005038217,0.0012035451,0.0003147992,0.0000713731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011635456,0.00032500984,0.00045461077,0.00008730807,0.0003123021,0.0008040421,0.0022686357,0.00019062326,0.00008193327],"category_scores_gemma":[0.00046601193,0.00020622111,0.00010959775,0.0035935696,0.00009047012,0.011277578,0.0008160691,0.0006942456,0.000089101864],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012548902,0.0000892113,0.004725542,0.00996418,0.00016419763,0.000020120373,0.009717882,0.0014687291,0.0003168864,0.06022427,0.014357042,0.8988265],"study_design_scores_gemma":[0.0013786056,0.000009872901,0.11289421,0.011100069,0.0001757028,0.000055254106,0.00029393443,0.051302876,0.00034548377,0.026309567,0.79546,0.00067444076],"about_ca_topic_score_codex":0.00015586443,"about_ca_topic_score_gemma":0.0000049325467,"teacher_disagreement_score":0.898152,"about_ca_system_score_codex":0.00005079996,"about_ca_system_score_gemma":0.00046151452,"threshold_uncertainty_score":0.8409453},"labels":[],"label_agreement":null},{"id":"W3138508966","doi":"10.3998/ticker.16481003.0005.202","title":"Cultivating Business Intelligence through Online Workshops: A Case Study","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business intelligence; Psychology; Knowledge management; Computer science","score_opus":0.10668185784859152,"score_gpt":0.35666111541245143,"score_spread":0.2499792575638599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138508966","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029514153,0.22097787,0.4830137,0.26189512,0.0012304913,0.0016249238,0.000013616338,0.0009769695,0.0007531478],"genre_scores_gemma":[0.6513522,0.16836633,0.11316408,0.05710351,0.003372695,0.00023257306,0.00014859046,0.00028739858,0.005972595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99582046,0.00089108606,0.0011332396,0.00093167054,0.0006106067,0.0006129355],"domain_scores_gemma":[0.9959775,0.0008652033,0.00047862544,0.0018276905,0.0007173922,0.00013354604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012628001,0.00047116523,0.000782213,0.000072999166,0.0004662332,0.00039537947,0.0025519722,0.00019981292,0.00008560391],"category_scores_gemma":[0.002965318,0.00032119997,0.00014733645,0.0077377,0.000146462,0.0019355385,0.0014453697,0.0017320794,0.00011636564],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018184981,0.0021124755,0.015166365,0.008332343,0.00053676247,0.018915799,0.012679118,0.0027151639,0.00009458701,0.05613332,0.011421104,0.8718748],"study_design_scores_gemma":[0.004072236,0.00030144822,0.04034955,0.118372254,0.0042153313,0.09500558,0.040367458,0.1429795,0.0004375083,0.08553653,0.45870933,0.009653269],"about_ca_topic_score_codex":0.00009804532,"about_ca_topic_score_gemma":0.000009529574,"teacher_disagreement_score":0.86222154,"about_ca_system_score_codex":0.00003817041,"about_ca_system_score_gemma":0.00058907474,"threshold_uncertainty_score":0.999924},"labels":[],"label_agreement":null},{"id":"W3138545337","doi":"10.3998/ticker.16481003.0005.204","title":"When the Dean Called for Remote Programming","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Programming language","score_opus":0.06962698354338899,"score_gpt":0.29517740431558454,"score_spread":0.22555042077219556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138545337","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000114854665,0.14749621,0.6170032,0.23179778,0.0007516433,0.0021173565,0.0000036417975,0.00034400658,0.00037132078],"genre_scores_gemma":[0.012154152,0.098943025,0.7627173,0.11561681,0.0043184594,0.0012361138,0.0001134646,0.0003049151,0.004595726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960326,0.00084747176,0.00090488006,0.00090105593,0.00056434947,0.00074963836],"domain_scores_gemma":[0.99488413,0.0017705557,0.00035525265,0.002386235,0.0004530658,0.00015074114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025769046,0.00040393282,0.00066918,0.00004519021,0.00049535715,0.00047340157,0.004752942,0.00021513175,0.000064980384],"category_scores_gemma":[0.0023103282,0.00022625468,0.00030429583,0.0020101154,0.0002303149,0.0009804536,0.0016869407,0.00093529583,0.00008620322],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069933435,0.000040259256,0.000117562304,0.0018336157,0.000064645465,0.000018291854,0.0006278243,0.000016502596,0.000028328632,0.055980768,0.012130639,0.92913455],"study_design_scores_gemma":[0.00044208925,0.000020445246,0.0022148148,0.002299867,0.00016058044,0.0003115119,0.000033169574,0.015589724,0.00009473563,0.1063316,0.8720021,0.00049936125],"about_ca_topic_score_codex":0.000019602247,"about_ca_topic_score_gemma":0.0000035713838,"teacher_disagreement_score":0.9286352,"about_ca_system_score_codex":0.00005749204,"about_ca_system_score_gemma":0.0005881053,"threshold_uncertainty_score":0.92263985},"labels":[],"label_agreement":null},{"id":"W3138599293","doi":"10.3998/ticker.16481003.0005.209","title":"Using the Pandemic to Move Forward: Building on the Past for a Solid Future of Business Library Research Instruction","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Computer science; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.12883860360497157,"score_gpt":0.35373286688364436,"score_spread":0.2248942632786728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138599293","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06326686,0.13701543,0.063291624,0.7275635,0.0025238052,0.00476589,0.00005658114,0.00036733216,0.0011489979],"genre_scores_gemma":[0.44317967,0.2236476,0.06642138,0.24013278,0.020692732,0.0021276106,0.0001697315,0.00066464837,0.0029638694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957249,0.0012091517,0.00083622814,0.00071947015,0.0008103686,0.00069987116],"domain_scores_gemma":[0.9952674,0.0018625307,0.00039355582,0.0018889025,0.0004566357,0.00013099036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002382188,0.00036899757,0.000600686,0.00017593605,0.0007968792,0.00049477984,0.004801464,0.00026140228,0.00006975853],"category_scores_gemma":[0.0004801769,0.00018230561,0.00019435653,0.0075045764,0.00021188188,0.0031159527,0.0016808958,0.0012369177,0.00002259604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016788223,0.000100917285,0.0032872173,0.008167452,0.00021944121,0.0000144176865,0.002382085,0.000775579,0.0025928684,0.7666532,0.047081847,0.1685571],"study_design_scores_gemma":[0.00086996565,0.000064589054,0.036767628,0.017036607,0.00026558063,0.0003373392,0.0010966795,0.007520867,0.004428409,0.08724139,0.8434156,0.0009553283],"about_ca_topic_score_codex":0.000012287832,"about_ca_topic_score_gemma":7.361609e-7,"teacher_disagreement_score":0.7963338,"about_ca_system_score_codex":0.000029591896,"about_ca_system_score_gemma":0.00073745457,"threshold_uncertainty_score":0.8922394},"labels":[],"label_agreement":null},{"id":"W3205458182","doi":"10.3998/ticker.1381","title":"The Invisible Industry: Resources for Supporting Cannabis Entrepreneurs (Entrepreneurship & Libraries Conference 2021)","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Cannabis; Business; Finance; Psychology","score_opus":0.07705436244227286,"score_gpt":0.3032372884695961,"score_spread":0.2261829260273232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205458182","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072424742,0.22616686,0.026794381,0.7320977,0.0019930042,0.0019369076,0.00003657887,0.0005738963,0.0031582257],"genre_scores_gemma":[0.13630496,0.5276016,0.05510751,0.1544931,0.0052134017,0.004720496,0.0006215999,0.000724764,0.11521258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948687,0.0013789845,0.0013056283,0.0007487328,0.0006492736,0.0010486924],"domain_scores_gemma":[0.99158657,0.0035925156,0.0008374931,0.0031632956,0.0006271453,0.00019297046],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.0025622237,0.00050595606,0.0006753051,0.0000920886,0.0013883845,0.0017685058,0.0067404276,0.00043169627,0.00019084004],"category_scores_gemma":[0.008122002,0.00032899602,0.00020227037,0.0025908942,0.0005615037,0.0021052454,0.0028046076,0.0019960748,0.00008649473],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040199113,0.00006607435,0.011696403,0.0040051257,0.0002548087,0.000034297987,0.009388876,0.000049979673,0.00010838734,0.46362412,0.35833028,0.15240146],"study_design_scores_gemma":[0.0002336175,0.000009827296,0.004316169,0.0042296033,0.00010853061,0.00013184639,0.00034045172,0.00023680547,0.000805324,0.060632553,0.9284258,0.00052950677],"about_ca_topic_score_codex":0.00003789466,"about_ca_topic_score_gemma":0.000014018274,"teacher_disagreement_score":0.5776046,"about_ca_system_score_codex":0.000044692388,"about_ca_system_score_gemma":0.0015953556,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W3206413329","doi":"10.3998/ticker.1377","title":"Free Lunch? Vendor Offers during COVID-19","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pennsylvania State University; University of Pennsylvania","keywords":"Vendor; Business; Goodwill; Product (mathematics); Coronavirus disease 2019 (COVID-19); Marketing; World Wide Web; Computer science; Finance","score_opus":0.05653202496427922,"score_gpt":0.266038156502284,"score_spread":0.2095061315380048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206413329","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068331726,0.38546056,0.003195749,0.46572956,0.0036801798,0.003672567,0.00014193056,0.002319322,0.06746839],"genre_scores_gemma":[0.54663044,0.08921565,0.00052101724,0.33503494,0.008781637,0.00074057013,0.0006650197,0.0006547815,0.017755963],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99669486,0.000080237,0.00094537,0.0008245792,0.0006343931,0.0008205437],"domain_scores_gemma":[0.9972317,0.00028958565,0.00063988176,0.0014980676,0.00025923556,0.00008153108],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009735949,0.00054586737,0.0007852108,0.0001980181,0.0005543599,0.0006013114,0.0022560842,0.0002729389,0.0014198609],"category_scores_gemma":[0.008399111,0.00042494122,0.00025890223,0.0038211972,0.00029226244,0.0041878074,0.0017155954,0.0010642482,0.0013744322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015977064,0.00018699153,0.038497873,0.07217353,0.00026512862,0.0008248551,0.00016328617,0.00005819478,0.0014703912,0.34052104,0.52892536,0.016753621],"study_design_scores_gemma":[0.00084957137,0.000002371439,0.026624294,0.0057046325,0.0003197335,0.00017017568,0.000056854726,0.000059560112,0.00020474698,0.02236538,0.9429198,0.0007228772],"about_ca_topic_score_codex":0.000079244855,"about_ca_topic_score_gemma":0.0000074326726,"teacher_disagreement_score":0.4782987,"about_ca_system_score_codex":0.00012299564,"about_ca_system_score_gemma":0.00038364215,"threshold_uncertainty_score":0.99995357},"labels":[],"label_agreement":null},{"id":"W4200254551","doi":"10.3998/ticker.1941","title":"Impacts of the Pandemic on Business Education: A New Era of Learning","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Business; Political science; Engineering ethics; Medicine; Engineering","score_opus":0.0367419839168061,"score_gpt":0.2690547902127098,"score_spread":0.23231280629590367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200254551","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25678918,0.19997819,0.000536748,0.4625268,0.006646071,0.00401195,0.0000053495583,0.00042776158,0.06907796],"genre_scores_gemma":[0.87872887,0.06274288,0.00020475774,0.042966157,0.0042842696,0.00009836266,0.0001342631,0.00013071446,0.010709725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979612,0.0001682976,0.00076129165,0.00033523064,0.00048340447,0.00029053647],"domain_scores_gemma":[0.9972511,0.00028567697,0.0010847164,0.0007894074,0.0005650633,0.000024016923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012675445,0.0002769365,0.00048254876,0.000108046115,0.00018839065,0.00010636826,0.0010087612,0.00013473157,0.00072520616],"category_scores_gemma":[0.003724455,0.00017076363,0.00015662263,0.0039354796,0.00011751939,0.0010281955,0.00044738315,0.00076975685,0.00008448248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011314999,0.0003315661,0.25086656,0.035668734,0.00018086386,0.0000018407799,0.00031576498,0.00010181504,0.0008282972,0.09708234,0.3381631,0.27634597],"study_design_scores_gemma":[0.0003507771,0.000003222541,0.40081432,0.019622037,0.0005621868,0.0000099126755,0.00017109321,0.00003086153,0.00008387897,0.0050666635,0.5729849,0.0003002019],"about_ca_topic_score_codex":0.0002597622,"about_ca_topic_score_gemma":0.000010507,"teacher_disagreement_score":0.6219397,"about_ca_system_score_codex":0.000025822676,"about_ca_system_score_gemma":0.0008786782,"threshold_uncertainty_score":0.79404986},"labels":[],"label_agreement":null},{"id":"W4200323820","doi":"10.3998/ticker.1943","title":"Language Matters: How Baker Library is Working Towards Conscious and Inclusive Description","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Offensive; Narrative; Perspective (graphical); Context (archaeology); Consistency (knowledge bases); Plan (archaeology); Public relations; Action (physics); Power (physics); Action plan; Best practice; Sociology; Political science; Computer science; Linguistics; Engineering; Management; History; Law; Operations research","score_opus":0.055855692776244435,"score_gpt":0.23305588817668763,"score_spread":0.17720019540044318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200323820","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044581983,0.14353079,0.00012530743,0.69795656,0.00060488004,0.000690289,0.00013768219,0.00022621115,0.1522701],"genre_scores_gemma":[0.46171817,0.11155101,0.00034348457,0.34244493,0.0023562314,0.00016598414,0.0006143746,0.00012378533,0.08068203],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874157,0.0001369674,0.00028632407,0.00032534188,0.00025158588,0.00025821326],"domain_scores_gemma":[0.9993429,0.00011452808,0.00014013257,0.00028227057,0.000039627295,0.00008052137],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014786034,0.00023290576,0.0003139415,0.000056772205,0.0002993673,0.00077903614,0.00036085382,0.000036399706,0.00126814],"category_scores_gemma":[0.000048928065,0.00015587531,0.000091523485,0.00020527466,0.00035879744,0.0020330367,0.00052033394,0.00035279882,0.00013277748],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014740928,0.000043146585,0.00017703384,0.003003194,0.00014597319,0.00010148757,0.010137645,2.3077996e-7,0.000017769287,0.5755836,0.25950876,0.15126646],"study_design_scores_gemma":[0.0001698189,0.0000065408085,0.0039459313,0.0039691073,0.00016842075,0.000056770208,0.0009807537,0.00001127356,0.000024783727,0.037369046,0.95304763,0.00024989297],"about_ca_topic_score_codex":0.000008689095,"about_ca_topic_score_gemma":0.0000015656814,"teacher_disagreement_score":0.6935389,"about_ca_system_score_codex":0.000010334052,"about_ca_system_score_gemma":0.000082766004,"threshold_uncertainty_score":0.9996448},"labels":[],"label_agreement":null},{"id":"W4200380155","doi":"10.3998/ticker.1944","title":"Research Support through Programming: Developing an Automation-Assisted Literature Search","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Python (programming language); Citation; Automation; World Wide Web; Process (computing); Software engineering; Data science; Engineering management; Engineering; Programming language","score_opus":0.52564016175961,"score_gpt":0.5106012649359788,"score_spread":0.015038896823631243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200380155","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012795893,0.2581163,0.08235269,0.6061929,0.005245436,0.005160677,0.00010782728,0.0012628207,0.028765462],"genre_scores_gemma":[0.28073838,0.17134932,0.2642471,0.11981505,0.00793406,0.0015137703,0.0064720595,0.0006421709,0.14728808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882859,0.0036743297,0.0015317904,0.001567481,0.004021025,0.0009194618],"domain_scores_gemma":[0.9910791,0.0025088405,0.00031481573,0.0033857014,0.002501987,0.00020953383],"candidate_categories":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.031192532,0.0003024192,0.00059913116,0.00031939903,0.0010461529,0.003209882,0.004615025,0.00023819163,0.00097294565],"category_scores_gemma":[0.011159191,0.00018209266,0.00014481758,0.018191008,0.00039517667,0.0031957757,0.0021560916,0.0015455252,0.0013646921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000112380985,0.0000746442,0.0007477717,0.001299793,0.000037994996,0.000110272034,0.0021188948,0.000013080346,0.000032455522,0.06323319,0.2453538,0.68696684],"study_design_scores_gemma":[0.00019240798,0.000013507707,0.024740556,0.0043541742,0.00004524292,0.00018359214,0.0009876281,0.0004171232,0.00007785512,0.020208353,0.9484642,0.00031532778],"about_ca_topic_score_codex":0.000014933354,"about_ca_topic_score_gemma":0.0000034043007,"teacher_disagreement_score":0.7031104,"about_ca_system_score_codex":0.00007576153,"about_ca_system_score_gemma":0.0013677552,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W4200520027","doi":"10.3998/ticker.1940","title":"The Secret Lives of Pets: Trends from the 2020-2021 Year in Review Reports of the Academic Business Library Directors","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Academic library; Library science; Business; Public relations; Political science; Sociology; Computer science","score_opus":0.01924190182111097,"score_gpt":0.2416450335500616,"score_spread":0.22240313172895063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200520027","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061983294,0.7900391,0.000047352063,0.19976363,0.00091048284,0.00071502593,0.000034610828,0.00007687792,0.002214551],"genre_scores_gemma":[0.037704036,0.9395047,0.00033100552,0.019823765,0.00056457025,0.00011705641,0.00007867107,0.00007624618,0.0017999692],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931474,0.002312721,0.0021684656,0.0008576675,0.00093371834,0.0005800772],"domain_scores_gemma":[0.992185,0.0023636222,0.0016748636,0.0034833031,0.00019212592,0.00010106993],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0020859244,0.000525925,0.0011860635,0.000068687375,0.00029639932,0.00018925263,0.006920043,0.0002898224,0.0006342665],"category_scores_gemma":[0.0012510403,0.00023655793,0.00038731284,0.009253178,0.00048477133,0.0031889777,0.0027247865,0.001764709,0.00002725269],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108046144,0.0003028389,0.20224138,0.035447888,0.0007962929,0.00036056418,0.0063711028,0.000057443227,0.0007385252,0.04619415,0.3417326,0.36564916],"study_design_scores_gemma":[0.0002528103,0.000008807261,0.39074254,0.05641949,0.00034617074,0.00016751928,0.00015897959,0.00009401719,0.0005592661,0.0069565056,0.54379976,0.00049414096],"about_ca_topic_score_codex":0.000099554745,"about_ca_topic_score_gemma":0.000007895641,"teacher_disagreement_score":0.36515504,"about_ca_system_score_codex":0.000016688187,"about_ca_system_score_gemma":0.0009774446,"threshold_uncertainty_score":0.998453},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4200598140","doi":"10.3998/ticker.1942","title":"Business Librarians Exchanging Instructional Materials (BLExIM)","year":2021,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Business development; Computer science; Knowledge management; Business; Process management; World Wide Web; Marketing","score_opus":0.044584374782005526,"score_gpt":0.2737797472175749,"score_spread":0.2291953724355694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200598140","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010012907,0.1693806,0.0747845,0.68735504,0.012459935,0.001953937,0.000026488053,0.0016693133,0.042357255],"genre_scores_gemma":[0.25874472,0.42437539,0.08437381,0.17979994,0.010796711,0.0011149107,0.000969457,0.0005589376,0.039266147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661195,0.0007167444,0.00082066754,0.00071405165,0.0005417063,0.000594887],"domain_scores_gemma":[0.9976371,0.0002863555,0.0003913842,0.0010909882,0.00042189306,0.0001723074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011491834,0.00037045524,0.00058641616,0.00013221652,0.0005154583,0.0008745631,0.0024416614,0.00022505918,0.0019899856],"category_scores_gemma":[0.0009439398,0.00028006008,0.00010120547,0.0046018376,0.00012858487,0.00411811,0.0010588655,0.0007784825,0.0007892515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012635274,0.00008966923,0.0007253485,0.0040513123,0.000108081076,0.00006024023,0.00095695734,0.00006148064,0.002817228,0.87436444,0.041196354,0.07555624],"study_design_scores_gemma":[0.0005904955,0.000008966071,0.042455345,0.007848356,0.00016457755,0.0014324071,0.00038557567,0.00022551454,0.0033452446,0.015066585,0.9274378,0.0010391786],"about_ca_topic_score_codex":0.000014019798,"about_ca_topic_score_gemma":3.5145555e-7,"teacher_disagreement_score":0.8862414,"about_ca_system_score_codex":0.00004389084,"about_ca_system_score_gemma":0.0011150772,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W4252132254","doi":"10.3998/ticker.16481003.0003.102","title":"20210324","year":2019,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.03211000169797518,"score_gpt":0.24206499213536836,"score_spread":0.20995499043739319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252132254","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.073404744,0.4785901,0.00004351098,0.23917504,0.003530116,0.0028933112,0.0000054523125,0.00063662214,0.20172109],"genre_scores_gemma":[0.43391693,0.21683954,0.00008606593,0.33231458,0.0071274578,0.0002856009,0.00007296426,0.00019316615,0.009163695],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806213,0.00004170516,0.0005600628,0.0004462111,0.0004110702,0.00047883095],"domain_scores_gemma":[0.9985583,0.0001670502,0.0003698014,0.0007289324,0.00015739602,0.000018516437],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007998793,0.00031938768,0.0005027454,0.00008540636,0.00020477397,0.00022270164,0.0012798037,0.00012703873,0.0032665338],"category_scores_gemma":[0.0004045307,0.0001916373,0.00014583528,0.0017082719,0.00012989863,0.0025827219,0.00058816903,0.0005639247,0.010135951],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004663309,0.000058274967,0.37494183,0.01561173,0.00015460092,0.000012960352,0.00009594584,0.00004953194,0.00014319783,0.19713128,0.3296617,0.08209235],"study_design_scores_gemma":[0.00021147706,0.0000024821059,0.057828616,0.003605656,0.00017818002,0.000005539412,0.000057608468,0.000059999315,0.000006036044,0.0038622026,0.93385905,0.00032316477],"about_ca_topic_score_codex":0.000085151034,"about_ca_topic_score_gemma":0.0000016599275,"teacher_disagreement_score":0.6041974,"about_ca_system_score_codex":0.000012511778,"about_ca_system_score_gemma":0.00004082006,"threshold_uncertainty_score":0.9976446},"labels":[],"label_agreement":null},{"id":"W4289516490","doi":"10.3998/ticker.2931","title":"\"The Da Vinci Code for IP Research\": Case Study of a Course-Integrated Educational Escape Room for Entrepreneurship Education","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Educational Games and Gamification","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pennsylvania State University; Centre of Excellence for Environmental Decisions, Australian Research Council; University of Pennsylvania","keywords":"Mindset; Entrepreneurship; Enthusiasm; Information literacy; Scholarship; Pedagogy; Psychology; Computer science; Mathematics education; Sociology; Knowledge management; Business; Political science","score_opus":0.18570850162915414,"score_gpt":0.44964551254242074,"score_spread":0.2639370109132666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289516490","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26134083,0.3083338,0.0008232803,0.39898375,0.0061334413,0.022685694,0.0007093627,0.00010932424,0.0008805053],"genre_scores_gemma":[0.9429744,0.0032277273,0.00025617378,0.0035858701,0.0013202891,0.029546587,0.00082614954,0.00012034551,0.018142493],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954843,0.0018681424,0.0010000878,0.0006021413,0.0005653864,0.00047995633],"domain_scores_gemma":[0.9916316,0.0053966083,0.00064443244,0.0011686268,0.0010521255,0.000106595646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005383683,0.00024421889,0.00038127266,0.00013401586,0.001219069,0.000085559834,0.0014270919,0.000114261995,0.0006253226],"category_scores_gemma":[0.001678407,0.00016852596,0.0001396785,0.0017083251,0.00020234621,0.00021774553,0.00015215165,0.00086492306,0.000030782438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005086662,0.0037632599,0.009152747,0.0017190654,0.00037622623,0.0000038296985,0.012520359,0.000048784736,0.000042131287,0.32503504,0.50990564,0.13692427],"study_design_scores_gemma":[0.0009426224,0.00024090556,0.028004158,0.0005988266,0.00058710383,0.00058735325,0.046849627,0.00010222516,0.0000068011905,0.025542393,0.896223,0.00031497775],"about_ca_topic_score_codex":0.00026648556,"about_ca_topic_score_gemma":0.00003262956,"teacher_disagreement_score":0.68163353,"about_ca_system_score_codex":0.00013713705,"about_ca_system_score_gemma":0.0021498438,"threshold_uncertainty_score":0.93762165},"labels":[],"label_agreement":null},{"id":"W4289516495","doi":"10.3998/ticker.2934","title":"No Insta? No Problem! Partnering with the Business School to Raise Awareness about a Business Library Space","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Space (punctuation); Business; Business administration; Computer science","score_opus":0.03383837004803688,"score_gpt":0.2871900175724482,"score_spread":0.25335164752441136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289516495","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008912286,0.037195835,0.0014268686,0.8219428,0.0024056148,0.00814039,0.00012342662,0.0011845994,0.11866819],"genre_scores_gemma":[0.07941207,0.1318375,0.004123042,0.60693556,0.007693863,0.008426251,0.00071070855,0.00060379854,0.16025722],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395263,0.0013913652,0.001039339,0.0007281489,0.0017345367,0.0011539551],"domain_scores_gemma":[0.996319,0.000565651,0.00071049697,0.0012478792,0.00066895765,0.00048803427],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0032730477,0.00056488736,0.0007200124,0.00023939667,0.0037193808,0.001192547,0.0048604687,0.00017030658,0.0049213585],"category_scores_gemma":[0.0013992295,0.00032622725,0.0001270891,0.013280055,0.00072434946,0.024529595,0.0015632533,0.0013728696,0.0015025638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004903774,0.0001833306,0.02014113,0.0057820883,0.00013650462,0.000047966372,0.016232507,0.0019069359,0.00005264188,0.13912019,0.7849792,0.030927086],"study_design_scores_gemma":[0.0003221123,0.00002179071,0.02057064,0.0025272244,0.00007441799,0.000029373863,0.00083550997,0.00006830826,0.000006061069,0.0004419675,0.97451526,0.00058734755],"about_ca_topic_score_codex":0.00038065558,"about_ca_topic_score_gemma":0.0000044308863,"teacher_disagreement_score":0.21500725,"about_ca_system_score_codex":0.00009891407,"about_ca_system_score_gemma":0.004053804,"threshold_uncertainty_score":0.999919},"labels":[],"label_agreement":null},{"id":"W4289516506","doi":"10.3998/ticker.2932","title":"A Successful Approach to Assist Students in Gaining Familiarity and Knowledge of APA Style and Format","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Style (visual arts); Psychology; Knowledge management; Computer science; Art","score_opus":0.06741609895282749,"score_gpt":0.3675500633315411,"score_spread":0.30013396437871365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289516506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6900146,0.289962,0.0004967087,0.004120556,0.0002090584,0.0015251633,0.000029287614,0.00006902359,0.013573581],"genre_scores_gemma":[0.9890627,0.006579785,0.000048926766,0.003051392,0.00005362545,0.00047757366,0.000016899825,0.000030024228,0.00067901803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976612,0.00082422077,0.0005308498,0.000416817,0.00024803667,0.0003189277],"domain_scores_gemma":[0.9990407,0.0003344307,0.00021649829,0.0002591814,0.00006277298,0.00008637436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015633465,0.00021721688,0.0005314517,0.00013511309,0.00020958294,0.00004053589,0.00073369866,0.000096136326,0.00015062602],"category_scores_gemma":[0.000306942,0.00016209767,0.000036051206,0.0015968082,0.00015498698,0.0003066499,0.0010127212,0.00095903396,0.000021120408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023037584,0.00053879933,0.84748065,0.009285238,0.00011611305,0.0000081169555,0.025287151,0.0000045060765,0.000017695935,0.011122431,0.002531201,0.103377715],"study_design_scores_gemma":[0.0012063121,0.00009965956,0.93553954,0.0028548245,0.00020564061,0.00014879175,0.008489189,0.000090990856,0.000005143368,0.0012167584,0.049701165,0.00044197903],"about_ca_topic_score_codex":0.000064957654,"about_ca_topic_score_gemma":0.0000017061046,"teacher_disagreement_score":0.29904813,"about_ca_system_score_codex":0.0000182872,"about_ca_system_score_gemma":0.000068210684,"threshold_uncertainty_score":0.6610151},"labels":[],"label_agreement":null},{"id":"W4289516516","doi":"10.3998/ticker.2930","title":"Models of Innovation","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Regional Development and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.15293883999304875,"score_gpt":0.34680124989367755,"score_spread":0.1938624099006288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289516516","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012317975,0.19450672,0.0010965194,0.5856937,0.0011741327,0.0024298178,0.000030032688,0.00021456929,0.20253652],"genre_scores_gemma":[0.6266519,0.28482184,0.0005036848,0.06138368,0.001159701,0.0005532314,0.00014973289,0.00006774083,0.02470849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980223,0.0005192277,0.0005120765,0.00013893914,0.00059083966,0.00021660277],"domain_scores_gemma":[0.99905974,0.0002085542,0.00032917596,0.00021230638,0.00015866253,0.000031535732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024599049,0.00009536473,0.000223077,0.00010469581,0.0005257606,0.0000165127,0.0009149158,0.000059536254,0.00081212295],"category_scores_gemma":[0.00046158023,0.00007060321,0.000040842137,0.004465261,0.00021019121,0.00058078946,0.0002094621,0.0003938925,0.00002780786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060418283,0.000010074168,0.00046623277,0.00028637206,0.000011463654,4.703499e-7,0.0021426845,0.000027933702,0.000010283048,0.92472833,0.059341975,0.012968143],"study_design_scores_gemma":[0.00007436527,0.0000028243608,0.002301273,0.00038570506,0.000029187351,0.0000030047563,0.00022291555,0.000019487672,0.0000050339436,0.09815562,0.8986929,0.0001076512],"about_ca_topic_score_codex":0.00015642906,"about_ca_topic_score_gemma":0.0000011163046,"teacher_disagreement_score":0.83935094,"about_ca_system_score_codex":0.000042192445,"about_ca_system_score_gemma":0.0007524636,"threshold_uncertainty_score":0.8892177},"labels":[],"label_agreement":null},{"id":"W4303940291","doi":"10.3998/ticker.3468","title":"Supporting Business Ph.D. Students at Northwestern University Library","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Engineering management; Library science; Engineering; Computer science","score_opus":0.026557584044515727,"score_gpt":0.25290920644262993,"score_spread":0.2263516223981142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303940291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5436011,0.051292133,0.0003571849,0.28847617,0.0068185623,0.0073849387,0.00006546672,0.0026340096,0.09937048],"genre_scores_gemma":[0.69641304,0.028072638,0.00015578515,0.12585942,0.0054786936,0.00034475635,0.0024014416,0.00043241263,0.14084178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693644,0.00022635289,0.0006777301,0.0006318663,0.000887784,0.0006398292],"domain_scores_gemma":[0.9979022,0.0001898142,0.0009537651,0.0007876491,0.00012839412,0.000038147202],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018584052,0.00039741545,0.00047557987,0.00030659718,0.0013617788,0.00033743883,0.0027836137,0.00009126619,0.0059793307],"category_scores_gemma":[0.00024921732,0.0003363611,0.00014385163,0.0041682394,0.000114452996,0.00400226,0.004857576,0.000722443,0.0005851377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016282135,0.00017868794,0.39084002,0.007913433,0.00011232193,0.00006286935,0.00020449566,0.000045799676,0.000021781174,0.008724382,0.5782382,0.013495198],"study_design_scores_gemma":[0.0003696675,0.0000022876961,0.16952397,0.00071301043,0.00035685513,0.000011607526,0.00027286212,0.00006106468,0.0000012933582,0.00059703994,0.82770836,0.00038198323],"about_ca_topic_score_codex":0.00016013734,"about_ca_topic_score_gemma":0.000009050686,"teacher_disagreement_score":0.24947017,"about_ca_system_score_codex":0.00009475466,"about_ca_system_score_gemma":0.00013092055,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W4303940292","doi":"10.3998/ticker.3461","title":"Transitions","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06136148953050075,"score_gpt":0.2822966734689943,"score_spread":0.22093518393849354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303940292","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002432273,0.645019,0.0008294033,0.323975,0.0009896449,0.0035522133,0.0005619156,0.0012965128,0.021344066],"genre_scores_gemma":[0.56081283,0.1324097,0.0010504235,0.26607093,0.002692621,0.009405234,0.0017718475,0.0015205262,0.024265854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995452,0.0015169415,0.00086763257,0.0005509757,0.0009424214,0.0006700427],"domain_scores_gemma":[0.99782485,0.0003187777,0.0003451297,0.0012539699,0.00009736309,0.00015994112],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025731733,0.0003906415,0.000619591,0.0001528428,0.0011382089,0.00006127561,0.002408229,0.000104898696,0.017380202],"category_scores_gemma":[0.00039543686,0.00028437682,0.00024160332,0.00523505,0.00028047408,0.0009776561,0.0005746987,0.0022900715,0.0070138117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007188734,0.00014367307,0.0006045148,0.0029775102,0.00014547606,0.0000461375,0.0009578445,0.0002099649,0.0008734063,0.08702842,0.89036596,0.016575184],"study_design_scores_gemma":[0.00037939975,0.000012386942,0.0046025417,0.0012761025,0.0005193732,0.0004724642,0.00013586179,0.00008593525,0.000019987654,0.006597038,0.9854544,0.00044453787],"about_ca_topic_score_codex":0.000013880782,"about_ca_topic_score_gemma":4.3847024e-7,"teacher_disagreement_score":0.5583806,"about_ca_system_score_codex":0.00011964697,"about_ca_system_score_gemma":0.000388543,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W4303940344","doi":"10.3998/ticker.3462","title":"Trends in Academic Business Libraries 2021-2022: Highlights from Annual Reports of the Academic Business Library Directors Group","year":2022,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Academic library; Business; Library science; Political science; Management; Computer science; Economics","score_opus":0.022798799536454376,"score_gpt":0.23866687297087877,"score_spread":0.21586807343442438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303940344","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11272328,0.59192026,0.0005203823,0.28123388,0.0071983575,0.0025547985,0.0005123955,0.0010549277,0.0022817098],"genre_scores_gemma":[0.71183956,0.2240539,0.0017869932,0.046260368,0.003716982,0.0015760219,0.0016939272,0.00066031516,0.0084119495],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98854476,0.0025812679,0.0033390864,0.0020729247,0.0020692525,0.0013927106],"domain_scores_gemma":[0.99207276,0.0013463473,0.0024968022,0.0035975974,0.00019670275,0.00028978795],"candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.002011382,0.0012004361,0.001958336,0.00088378636,0.0008842782,0.00033686636,0.012830117,0.00085807755,0.0018511851],"category_scores_gemma":[0.0004979171,0.00079507875,0.0004443005,0.025434759,0.0006485021,0.015710926,0.008964858,0.0052060215,0.000043825243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057984516,0.00077214907,0.20112848,0.00919338,0.0007144744,0.0009176902,0.012270184,0.000965744,0.0019573076,0.19696595,0.30838704,0.26614776],"study_design_scores_gemma":[0.0005824742,0.000022129487,0.5200639,0.004655034,0.00022774003,0.00023001587,0.00014780354,0.00032376984,0.00035972073,0.017703978,0.45459482,0.0010886282],"about_ca_topic_score_codex":0.00037544506,"about_ca_topic_score_gemma":0.0000059293648,"teacher_disagreement_score":0.59911627,"about_ca_system_score_codex":0.00009815248,"about_ca_system_score_gemma":0.0012893246,"threshold_uncertainty_score":0.99945},"labels":[],"label_agreement":null},{"id":"W4380302711","doi":"10.3998/ticker.4468","title":"Q1 and Then Some: Onboarding New Academic Business Librarians","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Onboarding; Business; Computer science; Management; Economics","score_opus":0.08559610723876841,"score_gpt":0.338984249196223,"score_spread":0.25338814195745457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380302711","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023567816,0.6252411,0.0015331033,0.330732,0.004438169,0.0032401495,0.00005246048,0.0025923445,0.008602865],"genre_scores_gemma":[0.06393365,0.84931624,0.00033740615,0.033396434,0.0068847593,0.00096874585,0.00020226273,0.00047223974,0.044488255],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99537235,0.0006376291,0.0011866997,0.00109322,0.0006045129,0.0011055539],"domain_scores_gemma":[0.99681824,0.0011205011,0.0005553024,0.0010233977,0.00020036778,0.00028215855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019072877,0.0007144824,0.0010487364,0.0003414776,0.00085777615,0.00018081102,0.0015456206,0.0007041914,0.0006202561],"category_scores_gemma":[0.001671774,0.0005274013,0.00017420204,0.005353613,0.00051138824,0.0023308378,0.0008173588,0.002049341,0.0021248555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010926369,0.000054066888,0.025403608,0.004813767,0.0006104134,0.000039016526,0.0067227776,0.000022473314,0.00031995727,0.0944755,0.7230347,0.14439446],"study_design_scores_gemma":[0.0010245594,0.00002082622,0.49678034,0.0048092166,0.0006684688,0.0002941086,0.000633308,0.000054526852,0.000023969787,0.027003199,0.467818,0.0008695061],"about_ca_topic_score_codex":0.0001085006,"about_ca_topic_score_gemma":0.0000015425419,"teacher_disagreement_score":0.47137672,"about_ca_system_score_codex":0.000062150306,"about_ca_system_score_gemma":0.00037996328,"threshold_uncertainty_score":0.9997178},"labels":[],"label_agreement":null},{"id":"W4380304727","doi":"10.3998/ticker.4471","title":"ELC (Entrepreneurship and Libraries Conference) International 2022","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Political science; Business","score_opus":0.05499443002768215,"score_gpt":0.27377858051329523,"score_spread":0.2187841504856131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380304727","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025800017,0.1834307,0.03713302,0.7296075,0.0037345942,0.0014768239,0.00001169661,0.0023838058,0.039641865],"genre_scores_gemma":[0.29020315,0.59924114,0.0038389391,0.037965257,0.0020027757,0.0005457551,0.00020852085,0.0001625782,0.0658319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997903,0.0003398931,0.00042705567,0.00054185,0.00040922506,0.00037896636],"domain_scores_gemma":[0.99845874,0.000396065,0.00018785764,0.00075657415,0.000092249924,0.00010848581],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011679907,0.00024014106,0.00031599085,0.00015531442,0.00021973212,0.00050890027,0.002710337,0.00010713129,0.00024087142],"category_scores_gemma":[0.00060412864,0.00016621634,0.00006564611,0.0018811879,0.00023704053,0.0015446639,0.0019866237,0.0006009475,0.00083177694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059753197,0.000015385413,0.005265896,0.0011103011,0.000065488806,0.000023490582,0.0008399263,0.0000073339093,0.000019008354,0.70713574,0.104161635,0.18134983],"study_design_scores_gemma":[0.000370847,0.00001665687,0.04112082,0.003582036,0.000097188145,0.000054790977,0.0001379074,0.007821795,0.000040705385,0.065786175,0.88045853,0.00051252556],"about_ca_topic_score_codex":0.000005561103,"about_ca_topic_score_gemma":4.587265e-7,"teacher_disagreement_score":0.7762969,"about_ca_system_score_codex":0.000012736361,"about_ca_system_score_gemma":0.00011437843,"threshold_uncertainty_score":0.9999462},"labels":[],"label_agreement":null},{"id":"W4380304752","doi":"10.3998/ticker.4470","title":"Title Pending 4470","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.15147823801034993,"score_gpt":0.26240155991775527,"score_spread":0.11092332190740534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380304752","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001529172,0.0975515,0.00007217452,0.011393353,0.0023920904,0.00022515304,0.00006989933,0.00014315928,0.8879998],"genre_scores_gemma":[0.018051835,0.22837655,0.00009195002,0.0061390107,0.00067881175,0.000069758564,0.00004893081,0.00005655435,0.7464866],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919254,0.000012193748,0.00032342272,0.00022860066,0.00002921763,0.00021403805],"domain_scores_gemma":[0.99947566,0.00006077986,0.00013723299,0.00028246883,0.000010306005,0.00003356585],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007860849,0.0000931042,0.00025819603,0.0000802704,0.000108683256,0.00004228404,0.00041918893,0.000056373676,0.02543789],"category_scores_gemma":[0.00019630845,0.00007346403,0.000067572946,0.00073686364,0.000060480583,0.00024160663,0.00016272622,0.000167212,0.24151935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.575893e-7,0.0000017145417,0.00041752326,0.00018275788,0.000015430227,0.0000010190108,0.000055935696,0.0000010444771,3.876534e-7,0.12562922,0.8715949,0.002099631],"study_design_scores_gemma":[0.000050930532,8.1634175e-7,0.002529062,0.00022133751,0.000010848289,0.0000023421812,0.000025599791,0.000103146565,0.0000011743189,0.009305557,0.9876464,0.00010276128],"about_ca_topic_score_codex":0.000005484469,"about_ca_topic_score_gemma":5.9791965e-8,"teacher_disagreement_score":0.21608146,"about_ca_system_score_codex":0.00001636062,"about_ca_system_score_gemma":0.000014920967,"threshold_uncertainty_score":0.975453},"labels":[],"label_agreement":null},{"id":"W4380364304","doi":"10.3998/ticker.4469","title":"Advice, Tips, and Encouragement for Academic Business Librarians","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Advice (programming); Medical education; Management; Business; Public relations; Psychology; Sociology; Political science; Computer science; Medicine; Economics","score_opus":0.051591561088475665,"score_gpt":0.27970150128126975,"score_spread":0.22810994019279407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380364304","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018152272,0.12744886,0.0049414965,0.7721077,0.0075102285,0.01425145,0.00005259703,0.005296729,0.05023865],"genre_scores_gemma":[0.11371796,0.5460723,0.0017336453,0.23005968,0.028969659,0.007024737,0.0033601727,0.0011102941,0.06795154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674207,0.00009318699,0.0009837725,0.0007917153,0.00054163067,0.0008476304],"domain_scores_gemma":[0.9975728,0.00059239246,0.00071073684,0.00075349415,0.00031650977,0.000054108797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034153254,0.0005504906,0.0006442857,0.00051133725,0.0005973255,0.0004844633,0.0014611222,0.0003051026,0.0003844813],"category_scores_gemma":[0.0019747128,0.0004086031,0.00013394146,0.0050486834,0.0001857586,0.003901646,0.00094156293,0.00071553537,0.00080120086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006047982,0.000027465408,0.004513629,0.0170509,0.00007712429,0.0000051892125,0.0000865613,0.000009999562,0.00003617407,0.05447499,0.8654915,0.058165956],"study_design_scores_gemma":[0.00055330177,0.000003685431,0.05727286,0.003808768,0.0005815632,0.000009390141,0.00015708532,0.0012038277,0.0000025274799,0.01374315,0.9221186,0.00054525846],"about_ca_topic_score_codex":0.00005386338,"about_ca_topic_score_gemma":0.0000025889815,"teacher_disagreement_score":0.54204804,"about_ca_system_score_codex":0.000028138935,"about_ca_system_score_gemma":0.00012574173,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W4380366089","doi":"10.3998/ticker.4466","title":"Connecting","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.10970402390616907,"score_gpt":0.3286268671010688,"score_spread":0.21892284319489974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380366089","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039881244,0.6313379,0.0005686861,0.27554098,0.0024886609,0.005430419,0.00014474597,0.0101097245,0.03449767],"genre_scores_gemma":[0.4252912,0.46091372,0.00088840735,0.08115779,0.006051846,0.0015377941,0.0010130609,0.0022316326,0.02091452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99602395,0.0007281365,0.0009750178,0.00062359637,0.000688473,0.00096083264],"domain_scores_gemma":[0.99668866,0.0012082127,0.00046637622,0.0012873084,0.00016353047,0.00018593206],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0040306603,0.00045972783,0.00075300015,0.00021263867,0.00045549887,0.00012520512,0.0021027715,0.00027245338,0.0019296642],"category_scores_gemma":[0.004533317,0.0002995046,0.00019380254,0.009238514,0.0001801893,0.001311393,0.00067349046,0.0014413765,0.09471936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038585553,0.00002795381,0.0029138783,0.0090005705,0.00017206938,0.00007407996,0.0008054926,0.000073026815,0.0015073734,0.042876087,0.86664903,0.07586183],"study_design_scores_gemma":[0.00040005817,0.0000062351564,0.017585095,0.011068513,0.0003876536,0.0001990303,0.00014583675,0.0004111035,0.0001400599,0.007961576,0.96107155,0.0006232985],"about_ca_topic_score_codex":0.000016312604,"about_ca_topic_score_gemma":8.0411724e-7,"teacher_disagreement_score":0.38540998,"about_ca_system_score_codex":0.000050975523,"about_ca_system_score_gemma":0.00019700656,"threshold_uncertainty_score":0.9999457},"labels":[],"label_agreement":null},{"id":"W4387387591","doi":"10.3998/ticker.5032","title":"Pivot & Pitch: Bringing Business & Engineering Library Services Together to Support Entrepreneurship and Beyond","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Business; Computer science; Finance","score_opus":0.07232042139471369,"score_gpt":0.30064738733349206,"score_spread":0.22832696593877838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387591","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19714063,0.14111882,0.0014523319,0.5523337,0.004214153,0.00797735,0.000100008016,0.006264507,0.0893985],"genre_scores_gemma":[0.33451632,0.3762854,0.0034190528,0.16715185,0.0071028094,0.0009681558,0.00056611537,0.0011058246,0.108884454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961635,0.0005086109,0.00074609555,0.0007545174,0.0007349751,0.0010923248],"domain_scores_gemma":[0.9975234,0.000928891,0.00019977355,0.0008022025,0.00015845058,0.00038724745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021428654,0.00048209078,0.0006691784,0.00028186422,0.0006119822,0.00049780746,0.0018587582,0.00034142635,0.0018766683],"category_scores_gemma":[0.0015779982,0.00036199758,0.00011143823,0.0055788876,0.00026613317,0.0021452922,0.0009577072,0.0008237946,0.003042492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027712606,0.00016507665,0.032638773,0.037063442,0.00054888113,0.00012946354,0.107730225,0.0006489582,0.0029789254,0.0773299,0.57174325,0.16874596],"study_design_scores_gemma":[0.0001385486,0.000006572068,0.005957234,0.0036038607,0.00012749768,0.000022790775,0.00022875251,0.000035717927,0.00005383764,0.0013390619,0.9879227,0.0005634272],"about_ca_topic_score_codex":0.00020855943,"about_ca_topic_score_gemma":0.00004166929,"teacher_disagreement_score":0.41617945,"about_ca_system_score_codex":0.00004225017,"about_ca_system_score_gemma":0.00033043575,"threshold_uncertainty_score":0.9998832},"labels":[],"label_agreement":null},{"id":"W4387387592","doi":"10.3998/ticker.5029","title":"From Solo to Duo “Business” Librarianship: Case Studies at CMU & Yale","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.23075832014077552,"score_gpt":0.3887326305751684,"score_spread":0.15797431043439286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387592","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0821017,0.27564272,0.0002815872,0.6056585,0.005205091,0.00581139,0.00018860755,0.0026790372,0.022431426],"genre_scores_gemma":[0.15550092,0.5372221,0.0017791532,0.10608222,0.010667956,0.001764174,0.0004939773,0.0007092012,0.18578032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930572,0.0019214179,0.0012744889,0.0011325948,0.0011339705,0.0014803075],"domain_scores_gemma":[0.99371237,0.00332149,0.0004035274,0.0014964875,0.0005793369,0.00048679102],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003619808,0.0007030376,0.0012789648,0.00026464037,0.0021995674,0.0003561708,0.0027109517,0.0006010197,0.0036026735],"category_scores_gemma":[0.014036177,0.00047740314,0.0002547107,0.008757816,0.0011938387,0.001990772,0.0018567019,0.0012043087,0.018949827],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090206,0.000037560905,0.00083649164,0.001738969,0.00025940896,0.00054543465,0.041448563,0.000019958272,0.00013136682,0.006681818,0.93493986,0.013270388],"study_design_scores_gemma":[0.00026826953,0.000011644992,0.0011268426,0.0040586246,0.00031068374,0.00017032208,0.0021786205,0.000015720976,0.00004745518,0.0080934735,0.9829526,0.0007657406],"about_ca_topic_score_codex":0.001580536,"about_ca_topic_score_gemma":0.0006606577,"teacher_disagreement_score":0.4995762,"about_ca_system_score_codex":0.00025543076,"about_ca_system_score_gemma":0.0007493089,"threshold_uncertainty_score":0.9997678},"labels":[],"label_agreement":null},{"id":"W4387387596","doi":"10.3998/ticker.5034","title":"Trends in Academic Business Libraries 2022-2023: Highlights from Annual Reports of the Academic Business Library Directors (ABLD)","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Academic library; Business; Library science; Accounting; Computer science","score_opus":0.03881885735078146,"score_gpt":0.27004482693424026,"score_spread":0.2312259695834588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387596","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1364257,0.47093818,0.022453133,0.33100253,0.015411076,0.0053585554,0.00036577223,0.0056701363,0.012374917],"genre_scores_gemma":[0.4917183,0.4233572,0.008211108,0.042320684,0.005770016,0.0010465693,0.0015613125,0.0009630968,0.025051724],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9915623,0.0007559579,0.00379047,0.0011785416,0.0015417957,0.0011708993],"domain_scores_gemma":[0.9927016,0.0013278737,0.0029235487,0.0024250415,0.00040616433,0.00021579773],"candidate_categories":["metaepi_narrow","bibliometrics","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0025382529,0.0009190876,0.0016177902,0.0009848304,0.0005508652,0.00040562366,0.007016067,0.00095332717,0.00031288428],"category_scores_gemma":[0.0021151188,0.0005841612,0.00029998625,0.024072168,0.00059078063,0.012698072,0.0036558304,0.002826765,0.00015081115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010026591,0.00021629213,0.03294399,0.023154229,0.0003659365,0.00019237635,0.021318208,0.0011921761,0.000538447,0.12846231,0.4742031,0.31731263],"study_design_scores_gemma":[0.0010608237,0.000017089866,0.4890914,0.04058917,0.00037123673,0.00028473223,0.00032773172,0.0118972855,0.0015653691,0.08779086,0.36473826,0.0022660466],"about_ca_topic_score_codex":0.00007576509,"about_ca_topic_score_gemma":0.0000014111422,"teacher_disagreement_score":0.45614743,"about_ca_system_score_codex":0.000059976606,"about_ca_system_score_gemma":0.0011164211,"threshold_uncertainty_score":0.99966097},"labels":[],"label_agreement":null},{"id":"W4387387602","doi":"10.3998/ticker.5030","title":"Engagement with AACSB begins with You and Me: A draft AACSB Business Library Checklist","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics","score_opus":0.03593271435656159,"score_gpt":0.2422191878925714,"score_spread":0.20628647353600982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387602","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037799854,0.097107776,0.06553243,0.74749476,0.0018122507,0.008242292,0.000077164405,0.00574982,0.03618366],"genre_scores_gemma":[0.43721908,0.31684667,0.018473268,0.17845488,0.0028308064,0.0023875097,0.0007097017,0.0005661769,0.0425119],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963779,0.00035900026,0.0008313222,0.00074345246,0.000952573,0.00073573843],"domain_scores_gemma":[0.9973706,0.000282655,0.0004955104,0.0014363662,0.00014883056,0.00026603762],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001528651,0.00050119165,0.00066274474,0.0002863862,0.0005629072,0.0011878881,0.0034334818,0.00016261752,0.00010201489],"category_scores_gemma":[0.00011897978,0.00026737803,0.000060016253,0.009575992,0.00042496814,0.02053176,0.0012119127,0.00072792126,0.00048395534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018629372,0.00015989109,0.06747114,0.023609366,0.00048775043,0.0003172157,0.0218754,0.000392745,0.00020374754,0.3013166,0.4612367,0.122743174],"study_design_scores_gemma":[0.00088968675,0.00007293183,0.10208338,0.008170039,0.00007920161,0.00042364866,0.00048861915,0.002909015,0.00012798194,0.0012843362,0.88250965,0.0009614925],"about_ca_topic_score_codex":0.000013382314,"about_ca_topic_score_gemma":3.9023658e-7,"teacher_disagreement_score":0.5690399,"about_ca_system_score_codex":0.000017393695,"about_ca_system_score_gemma":0.00073012843,"threshold_uncertainty_score":0.9999778},"labels":[],"label_agreement":null},{"id":"W4387387616","doi":"10.3998/ticker.5031","title":"Thoughts on the Recruitment & Retention of Business Librarians","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Business administration","score_opus":0.2978516079442464,"score_gpt":0.37130828971122853,"score_spread":0.07345668176698211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387616","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011304632,0.017964754,0.00053544383,0.8979675,0.0026659651,0.0052708415,0.00005378253,0.00072828983,0.0635088],"genre_scores_gemma":[0.11642079,0.64003044,0.0005998827,0.15725109,0.005868886,0.0016409239,0.0006351671,0.00017614914,0.07737666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962187,0.0009841679,0.0009105139,0.0003180271,0.0010282666,0.0005403684],"domain_scores_gemma":[0.99719435,0.0010156506,0.0005768563,0.00086902844,0.00022079056,0.0001233403],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004131881,0.00024713206,0.00039270346,0.00017041455,0.00090238074,0.00023728967,0.0021249899,0.00020197881,0.0008349212],"category_scores_gemma":[0.00201152,0.00012970358,0.00015428934,0.008079333,0.0006546501,0.008526469,0.0002423629,0.00053061434,0.0016089367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029780085,0.00003448707,0.0010902137,0.0011222861,0.00003761894,0.0000021306118,0.00741833,0.00003335544,0.00004063784,0.63873726,0.31932038,0.032133516],"study_design_scores_gemma":[0.000105020095,0.0000065633967,0.021706706,0.0028051373,0.000046959645,0.0000024225546,0.0005544908,0.00002816708,0.00003568488,0.013382392,0.9611424,0.00018405686],"about_ca_topic_score_codex":0.00005679301,"about_ca_topic_score_gemma":0.000001457865,"teacher_disagreement_score":0.7407164,"about_ca_system_score_codex":0.000029962644,"about_ca_system_score_gemma":0.0006456008,"threshold_uncertainty_score":0.99916846},"labels":[],"label_agreement":null},{"id":"W4387387617","doi":"10.3998/ticker.5028","title":"Introduction","year":2023,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chemistry","score_opus":0.09697328304541608,"score_gpt":0.3356664378960236,"score_spread":0.2386931548506075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387387617","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00081935694,0.053900003,0.00018819749,0.87905717,0.001979812,0.0012957833,0.0000031658712,0.000982585,0.061773937],"genre_scores_gemma":[0.058562964,0.7452456,0.00014574289,0.04405018,0.017656028,0.00035315612,0.000084981744,0.00014846546,0.13375288],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973889,0.00081023807,0.00040730872,0.00032695863,0.00053825055,0.00052835885],"domain_scores_gemma":[0.9987133,0.00041679337,0.00012978737,0.00048421707,0.00015743905,0.00009843271],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033825936,0.00016715785,0.0002860509,0.00008343387,0.0007250916,0.00009590576,0.001136256,0.00019852247,0.0036275866],"category_scores_gemma":[0.004998003,0.00010516858,0.00008580412,0.0042628916,0.00051793293,0.0008809194,0.00018119378,0.00068198045,0.010874514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069792495,0.000005529484,0.000064710846,0.0004840078,0.000015721316,0.000002528752,0.0020778296,0.0000028809654,0.000037523765,0.11544923,0.8502422,0.031610858],"study_design_scores_gemma":[0.00005060092,0.0000034173067,0.0007049601,0.0007071896,0.000057099376,0.000005821369,0.00023824502,0.000020482601,0.000027540214,0.0069149565,0.9911102,0.00015946901],"about_ca_topic_score_codex":0.00013841681,"about_ca_topic_score_gemma":0.0000074941395,"teacher_disagreement_score":0.83500695,"about_ca_system_score_codex":0.000054345488,"about_ca_system_score_gemma":0.00030273528,"threshold_uncertainty_score":0.9972832},"labels":[],"label_agreement":null},{"id":"W4399850474","doi":"10.3998/ticker.6331","title":"Beyond the Numbers Conference Report","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.047378045269209156,"score_gpt":0.28069083041581516,"score_spread":0.233312785146606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399850474","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002592894,0.1968185,0.13913864,0.561821,0.004618118,0.0015170588,0.0000070892324,0.00097319606,0.094847105],"genre_scores_gemma":[0.44647366,0.18944423,0.0033297886,0.30324227,0.0036841773,0.0008937243,0.00011939303,0.00013856798,0.05267417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972331,0.0002741906,0.0009137988,0.00045609297,0.00071648863,0.00040631113],"domain_scores_gemma":[0.9976754,0.000395852,0.00025924723,0.00144419,0.000113427006,0.00011185254],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027265917,0.00024954035,0.00031876232,0.00007503361,0.00032218383,0.001436949,0.004856377,0.00012444882,0.00023627467],"category_scores_gemma":[0.00024545763,0.000115259354,0.00013169405,0.0033926372,0.0002675604,0.011720211,0.00066479715,0.0007527318,0.0017744282],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.1806866e-7,0.0000034598236,0.00018328568,0.0011342578,0.00002402602,0.00004812011,0.0018637842,0.000003687603,0.000012025455,0.6461234,0.31004646,0.040556688],"study_design_scores_gemma":[0.000044237524,0.000004814244,0.0011958131,0.0026096553,0.000020494062,0.0013377368,0.000092544826,0.004129377,0.000036132093,0.022651067,0.96764207,0.00023607978],"about_ca_topic_score_codex":0.000013057667,"about_ca_topic_score_gemma":1.6741478e-7,"teacher_disagreement_score":0.6575956,"about_ca_system_score_codex":0.000019511399,"about_ca_system_score_gemma":0.00066726917,"threshold_uncertainty_score":0.99959964},"labels":[],"label_agreement":null},{"id":"W4399850520","doi":"10.3998/ticker.6330","title":"A collaboration across borders; Supporting Executive MBA Americas students","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.04040389248946613,"score_gpt":0.386211259164307,"score_spread":0.34580736667484085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399850520","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025968926,0.12921765,0.80661136,0.05241804,0.0015020706,0.0015190655,0.000010055454,0.0011789968,0.0049458593],"genre_scores_gemma":[0.6556335,0.16870898,0.052290265,0.109700456,0.0027733045,0.0008581401,0.00017968703,0.00035343875,0.009502199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969276,0.0001995041,0.0011442052,0.00045907203,0.00073672755,0.0005328877],"domain_scores_gemma":[0.9979776,0.00037257693,0.00057846523,0.0006835209,0.00028160407,0.0001062054],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002386879,0.00030696968,0.00045749504,0.0000929356,0.00042257947,0.0018440045,0.0025128901,0.00013241041,0.00005460807],"category_scores_gemma":[0.00080749777,0.00020855416,0.000098207296,0.003583715,0.00013356382,0.005301277,0.0008158069,0.00058111263,0.00029065585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008716886,0.00008768016,0.0009438319,0.027452085,0.0002132963,0.000047428086,0.05767494,0.00008571696,0.00007521619,0.22186765,0.17385851,0.51768494],"study_design_scores_gemma":[0.00047735847,0.000035965568,0.001573785,0.028050238,0.00021089612,0.00026197606,0.0021549452,0.08976886,0.00024062808,0.032595824,0.8434115,0.0012180241],"about_ca_topic_score_codex":0.000005384789,"about_ca_topic_score_gemma":2.7538454e-7,"teacher_disagreement_score":0.7543211,"about_ca_system_score_codex":0.000054339318,"about_ca_system_score_gemma":0.00045506892,"threshold_uncertainty_score":0.9991922},"labels":[],"label_agreement":null},{"id":"W4399850521","doi":"10.3998/ticker.6332","title":"How to successfully advocate for a second business librarian","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.08437464907855591,"score_gpt":0.328675868025384,"score_spread":0.2443012189468281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399850521","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056576496,0.20339021,0.011605622,0.74503404,0.002758669,0.0053444207,0.00007549656,0.0008884163,0.030337384],"genre_scores_gemma":[0.31718987,0.14749706,0.0037205645,0.16355677,0.017066734,0.0047134813,0.00025204357,0.0009315333,0.34507194],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959632,0.00066744606,0.0007162888,0.00087017554,0.0006946175,0.0010882614],"domain_scores_gemma":[0.9967339,0.0014740354,0.0001640506,0.00077501795,0.00049453735,0.00035843998],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0029367174,0.000494852,0.00073503895,0.00021880161,0.0008765805,0.0017306869,0.002719741,0.00044351132,0.0019676078],"category_scores_gemma":[0.005308673,0.00032136662,0.00024018316,0.0054949876,0.00054524717,0.0035241162,0.0003801499,0.0009225202,0.0009102434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008131506,0.00002891964,0.000038994607,0.011795483,0.00014212292,0.000021372707,0.0066503277,0.000003451538,0.00021878182,0.32479805,0.5697864,0.086434744],"study_design_scores_gemma":[0.00013373955,0.000017876302,0.00019886447,0.006969231,0.00021290369,0.000019140702,0.00029320523,0.00005022177,0.00013237301,0.011756039,0.97970206,0.000514352],"about_ca_topic_score_codex":0.0001447876,"about_ca_topic_score_gemma":0.000072367795,"teacher_disagreement_score":0.5814772,"about_ca_system_score_codex":0.00011561599,"about_ca_system_score_gemma":0.0017320912,"threshold_uncertainty_score":0.9999238},"labels":[],"label_agreement":null},{"id":"W4399850537","doi":"10.3998/ticker.6328","title":"The presence of popular business titles in ABLD collections","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.07395932697174253,"score_gpt":0.3253493957089488,"score_spread":0.25139006873720626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399850537","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008497542,0.62017465,0.00034877626,0.27030197,0.0019667435,0.0022680324,0.000014066619,0.00024632266,0.10382965],"genre_scores_gemma":[0.24184889,0.6640426,0.00011025298,0.0031008823,0.0010337369,0.00033178827,0.000010032386,0.00009281477,0.089429036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973602,0.0008165882,0.0006045244,0.00028507647,0.0005090603,0.00042454008],"domain_scores_gemma":[0.99802905,0.0011247173,0.00011643941,0.00045073032,0.00022119506,0.0000578414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027529483,0.0001774642,0.00032573118,0.00010505009,0.00072269794,0.00023110906,0.0013999266,0.00019389625,0.0005690881],"category_scores_gemma":[0.0050796797,0.00009383107,0.000087814435,0.0067031677,0.0008893316,0.00070080924,0.00018063799,0.0007458338,0.00023618153],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003612863,0.000043618933,0.00042679417,0.004369774,0.00008094113,0.000016781763,0.007814731,0.00002902867,0.000109108456,0.4804379,0.47273806,0.033897135],"study_design_scores_gemma":[0.00004639199,0.0000038011804,0.0006841854,0.0061437166,0.00006860589,0.000008677464,0.00030439065,0.00012416163,0.000024107825,0.009909177,0.9825377,0.0001451149],"about_ca_topic_score_codex":0.0014177288,"about_ca_topic_score_gemma":0.00029095053,"teacher_disagreement_score":0.5097996,"about_ca_system_score_codex":0.00007423674,"about_ca_system_score_gemma":0.00084452034,"threshold_uncertainty_score":0.62311155},"labels":[],"label_agreement":null},{"id":"W4399851142","doi":"10.3998/ticker.6327","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06557264068118043,"score_gpt":0.33071858573952023,"score_spread":0.26514594505833977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399851142","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107692395,0.3599813,0.0006770004,0.5736728,0.0023091605,0.00074794766,0.000002178755,0.00050626765,0.061995685],"genre_scores_gemma":[0.0832207,0.7542743,0.00024731987,0.034694403,0.024093218,0.00023849418,0.00003432791,0.00014367054,0.10305355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976728,0.0006794251,0.00039568543,0.0003696317,0.0004708226,0.0004116328],"domain_scores_gemma":[0.998918,0.00041858412,0.000060819257,0.00039915065,0.00011431813,0.00008912982],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026657842,0.00017584144,0.00025578408,0.000066796034,0.00046945427,0.000252143,0.0009308025,0.00019941127,0.006424903],"category_scores_gemma":[0.002430994,0.00010401605,0.00010094804,0.0023327915,0.000518133,0.0012705452,0.00011698834,0.0009170883,0.0051609334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004392593,0.000004877356,0.000008847189,0.0012184145,0.000023143011,0.0000040279133,0.0020464654,7.7421663e-7,0.00003091101,0.33403072,0.5967727,0.06585475],"study_design_scores_gemma":[0.000023013654,0.0000035876394,0.000063387866,0.0023475382,0.000105484454,0.000018119,0.0001126103,0.000034529825,0.000030001147,0.00917256,0.9879312,0.00015799685],"about_ca_topic_score_codex":0.00013348021,"about_ca_topic_score_gemma":0.0000061306573,"teacher_disagreement_score":0.53897834,"about_ca_system_score_codex":0.000081306105,"about_ca_system_score_gemma":0.0004774722,"threshold_uncertainty_score":0.99561363},"labels":[],"label_agreement":null},{"id":"W4399852771","doi":"10.3998/ticker.6329","title":"Zombies in the library","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.08350464065328383,"score_gpt":0.34135205409556457,"score_spread":0.25784741344228074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399852771","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039242138,0.40993822,0.00004189491,0.4425041,0.0005899078,0.0010014537,0.0000037960315,0.00028420804,0.14524399],"genre_scores_gemma":[0.24757148,0.62786037,0.000096022326,0.09182597,0.0025000342,0.00033752157,0.00002286361,0.00011121027,0.029674543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639034,0.001667351,0.00050811266,0.0003400509,0.0005763212,0.0005178359],"domain_scores_gemma":[0.9975926,0.0017439211,0.00006560912,0.0005031412,0.000032286214,0.00006239443],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031466698,0.00022070258,0.00031198538,0.00009199641,0.00041779308,0.00052496116,0.002425336,0.00022571889,0.0026484074],"category_scores_gemma":[0.0014760988,0.00010499802,0.00012133797,0.0036590758,0.0007001661,0.0022155845,0.00021096198,0.0013723366,0.0017013941],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007693044,0.000014003785,0.00016940756,0.0016709977,0.000019568077,0.000031653333,0.015467346,7.3188744e-7,0.0000049294267,0.5328589,0.4139866,0.03576816],"study_design_scores_gemma":[0.000037654358,0.0000043769733,0.00060957036,0.005092255,0.00006131806,0.000017855851,0.00070376456,0.00002730475,0.000007659439,0.028444326,0.96482176,0.00017218896],"about_ca_topic_score_codex":0.00016003252,"about_ca_topic_score_gemma":0.000015729678,"teacher_disagreement_score":0.55083513,"about_ca_system_score_codex":0.00003194541,"about_ca_system_score_gemma":0.0006271138,"threshold_uncertainty_score":0.9990759},"labels":[],"label_agreement":null},{"id":"W4400905902","doi":"10.3998/ticker.6426","title":"“A Postcard from Yale:\" A Conference Report from ABLD 2024","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.05306759730820852,"score_gpt":0.2845976102415333,"score_spread":0.23153001293332476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400905902","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008177622,0.20961435,0.721475,0.046032358,0.0032136084,0.00068219175,0.000042324948,0.000985934,0.017136449],"genre_scores_gemma":[0.361381,0.2831254,0.1839764,0.13090357,0.009760191,0.00068484474,0.0014759669,0.00051220047,0.028180402],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967756,0.0001788785,0.0013294335,0.000660386,0.0006421894,0.000413466],"domain_scores_gemma":[0.99708056,0.00071299827,0.0004559872,0.0013923823,0.00021240707,0.00014568212],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013048636,0.0003768359,0.0006045516,0.000109210654,0.00020878084,0.001231961,0.0028395858,0.00019314047,0.0007663491],"category_scores_gemma":[0.00072346535,0.00024868743,0.00015766591,0.001583927,0.00012479031,0.0036813705,0.0007972537,0.001003378,0.0010833621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064245064,0.000037058315,0.00033224488,0.0099907825,0.00026397675,0.00028984246,0.0063333265,0.000018387116,0.000087353794,0.25047705,0.31611344,0.41605014],"study_design_scores_gemma":[0.00015074448,0.0000062311733,0.0019357104,0.026870739,0.00022698502,0.0003019537,0.00005120257,0.06864738,0.00014658943,0.1353648,0.76562893,0.0006686981],"about_ca_topic_score_codex":0.000111742855,"about_ca_topic_score_gemma":9.3478775e-7,"teacher_disagreement_score":0.5374986,"about_ca_system_score_codex":0.000027169177,"about_ca_system_score_gemma":0.0005913452,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W4401386976","doi":"10.3998/ticker.6754","title":"Title Pending 6754","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.10288383777421697,"score_gpt":0.36813186640775825,"score_spread":0.26524802863354124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401386976","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016374279,0.25607353,0.00027970725,0.0576924,0.0009952907,0.00030952602,0.0000019592565,0.00023661526,0.6843946],"genre_scores_gemma":[0.21085665,0.47622287,0.00027217396,0.02464379,0.004245062,0.000103528364,0.00001954197,0.000141791,0.2834946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989032,0.00022963464,0.00019264262,0.00017858358,0.00025374832,0.00024217716],"domain_scores_gemma":[0.99938405,0.00029657676,0.000029097184,0.00020420188,0.00003486529,0.000051202802],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011287129,0.00009788269,0.00014690497,0.00003616897,0.00021939259,0.00012770305,0.0005944922,0.00011550266,0.021068232],"category_scores_gemma":[0.0007432702,0.000058221296,0.00006228571,0.00091921375,0.00020326902,0.000413108,0.00008250298,0.0004786128,0.014876962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010516962,0.000002304233,0.0000070608226,0.00076407485,0.0000140940965,0.0000054364996,0.0009981424,9.0431136e-8,0.000012018063,0.31733325,0.61636364,0.06449883],"study_design_scores_gemma":[0.000011414947,0.0000012518135,0.000024131,0.002234928,0.000043524095,0.000006387701,0.000042661763,0.00003248083,0.000012100976,0.0055065597,0.99199146,0.00009312164],"about_ca_topic_score_codex":0.000047531394,"about_ca_topic_score_gemma":0.0000015903312,"teacher_disagreement_score":0.40089998,"about_ca_system_score_codex":0.000037330843,"about_ca_system_score_gemma":0.0002612528,"threshold_uncertainty_score":0.9858901},"labels":[],"label_agreement":null},{"id":"W4401886850","doi":"10.3998/ticker.6400","title":"Conference Report: Academic Business Library Directors  Annual Conferences 2023 & 2024 ","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07140646163349058,"score_gpt":0.2972067527461457,"score_spread":0.22580029111265515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401886850","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024583864,0.582742,0.053128935,0.22433479,0.010087276,0.0031417974,0.0002076257,0.0038103182,0.12008887],"genre_scores_gemma":[0.12439727,0.57250357,0.002557312,0.018858163,0.0029329895,0.00064402405,0.0010620081,0.00031215997,0.27673247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943146,0.00046685623,0.0015807999,0.0015366254,0.0011235283,0.0009776058],"domain_scores_gemma":[0.99621403,0.00080296857,0.0004893524,0.0019320481,0.0002809064,0.0002806636],"candidate_categories":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016486425,0.00081293145,0.0010061526,0.0003625679,0.00030700315,0.0019219653,0.005888462,0.0004845163,0.0014845664],"category_scores_gemma":[0.00077563163,0.0005074467,0.00026500554,0.0065732645,0.0005337241,0.012385766,0.0022262319,0.0021406785,0.0035210797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012013966,0.00003790765,0.0006422691,0.0056003006,0.00014734277,0.00026404057,0.0005455192,0.0000035556868,0.000014236703,0.39204592,0.5166776,0.08400925],"study_design_scores_gemma":[0.00010255121,0.000005843255,0.0057358923,0.008580763,0.00017339943,0.00024249392,0.00001438718,0.00027726172,0.000014431559,0.057898395,0.9262371,0.0007174672],"about_ca_topic_score_codex":0.000048720456,"about_ca_topic_score_gemma":0.0000053332656,"teacher_disagreement_score":0.40955946,"about_ca_system_score_codex":0.00003626055,"about_ca_system_score_gemma":0.0011885155,"threshold_uncertainty_score":0.99973774},"labels":[],"label_agreement":null},{"id":"W4402767029","doi":"10.3998/ticker.6411","title":"Trends in Academic Business Libraries 2022-2023: Highlights from Annual Reports of the Academic Business Library Directors (ABLD)","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.05166626729318321,"score_gpt":0.30100981914370045,"score_spread":0.24934355185051724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402767029","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038386527,0.677916,0.00006406909,0.25247356,0.007708281,0.0025386557,0.00034252077,0.0011243903,0.01944601],"genre_scores_gemma":[0.47868448,0.46238065,0.00014788909,0.011405685,0.005198361,0.0004924355,0.00043011174,0.00052779965,0.040732596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98865855,0.0027595642,0.0031940832,0.0017007288,0.0020849898,0.0016020859],"domain_scores_gemma":[0.9936033,0.002720778,0.0011580007,0.0017911046,0.00041411782,0.00031271263],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0034133748,0.0011107286,0.0018550254,0.0007866958,0.0008717142,0.00044532356,0.0053045806,0.001992764,0.0043554264],"category_scores_gemma":[0.005020836,0.0006647959,0.00048535148,0.023324894,0.0026492428,0.008676998,0.0018253939,0.005475565,0.00027835916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035582282,0.00018599952,0.014895069,0.008877243,0.0005620931,0.00042378606,0.030219398,0.00007631341,0.0009602937,0.111063786,0.7024406,0.1299396],"study_design_scores_gemma":[0.00025711532,0.000010739808,0.05757223,0.023541672,0.0005367996,0.00007303326,0.00049610226,0.00006449858,0.00058160606,0.018340109,0.8974738,0.0010522576],"about_ca_topic_score_codex":0.0024179511,"about_ca_topic_score_gemma":0.000079016514,"teacher_disagreement_score":0.44029796,"about_ca_system_score_codex":0.00020075425,"about_ca_system_score_gemma":0.00305652,"threshold_uncertainty_score":0.9995803},"labels":[],"label_agreement":null},{"id":"W4402842634","doi":"10.3998/ticker.6410","title":"But I Need It!  Exploring a Magic Quadrant for Collections Needs, Wants and Contributions  ","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.18030606952070927,"score_gpt":0.35480413426896457,"score_spread":0.1744980647482553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402842634","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014372284,0.46521428,0.007455048,0.4937525,0.0024520252,0.004948075,0.000186676,0.0007067684,0.023847386],"genre_scores_gemma":[0.2972883,0.60963595,0.00039086264,0.019564498,0.0032759896,0.00237443,0.000060935145,0.00017523824,0.06723381],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997655,0.0004847227,0.0005590323,0.00035039423,0.0003419915,0.0006088965],"domain_scores_gemma":[0.99746555,0.0017328381,0.000089875364,0.0002920939,0.00025239945,0.00016726523],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022033725,0.00024963223,0.0004426365,0.00018863121,0.0015335532,0.00046954918,0.0006187879,0.00021653374,0.0005271716],"category_scores_gemma":[0.0040710242,0.00016529586,0.000142395,0.0036336894,0.00057225296,0.0013427759,0.00012847596,0.000714677,0.00022953177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058860012,0.00003502642,0.00004394404,0.004326157,0.00018825746,0.0000086506925,0.0154081425,0.0000030923593,0.0002845565,0.520527,0.43873286,0.020383473],"study_design_scores_gemma":[0.00015964353,0.000014310408,0.00003704896,0.0050733,0.00033239956,0.000029948265,0.0021504606,0.000282248,0.000075705866,0.012453136,0.97912335,0.00026841712],"about_ca_topic_score_codex":0.00044793898,"about_ca_topic_score_gemma":0.00003272941,"teacher_disagreement_score":0.54039055,"about_ca_system_score_codex":0.00011616141,"about_ca_system_score_gemma":0.0007657718,"threshold_uncertainty_score":0.9997663},"labels":[],"label_agreement":null},{"id":"W4403028689","doi":"10.3998/ticker.6398","title":"When Demand Outpaces Capacity: The Evolution of Data Services and Support at an Academic Library","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.08646817597743153,"score_gpt":0.28392833795424705,"score_spread":0.1974601619768155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403028689","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019691968,0.75248295,0.018860567,0.19971903,0.0016038145,0.002208647,0.00018938957,0.00089698686,0.0043466296],"genre_scores_gemma":[0.6171488,0.32260078,0.0038003721,0.047484625,0.0018144286,0.00017257933,0.00047684854,0.000119321274,0.006382229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969202,0.00047133755,0.0009755533,0.0006198283,0.00063920446,0.00037386644],"domain_scores_gemma":[0.99706084,0.00038365828,0.00038609275,0.0019728693,0.00004695241,0.00014959527],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002641565,0.00028157307,0.00042152972,0.00014031086,0.0003044375,0.00065426785,0.007426171,0.00021957891,0.00012046387],"category_scores_gemma":[0.000058559406,0.0001440141,0.000057184847,0.0018371787,0.0003705887,0.04885618,0.0029153428,0.0006967076,0.00018535892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003464237,0.000038915336,0.03367609,0.037608307,0.00023607633,0.000016404916,0.040561337,0.000023426574,0.00049309013,0.44001147,0.25682455,0.19047567],"study_design_scores_gemma":[0.00016963884,0.000037011552,0.013919405,0.0075561916,0.00010991517,0.0004130272,0.00057300687,0.033116393,0.0001522348,0.0223314,0.92114156,0.0004802159],"about_ca_topic_score_codex":0.00003017554,"about_ca_topic_score_gemma":7.6695886e-7,"teacher_disagreement_score":0.664317,"about_ca_system_score_codex":0.000022262759,"about_ca_system_score_gemma":0.00040154243,"threshold_uncertainty_score":0.9979441},"labels":[],"label_agreement":null},{"id":"W4403030105","doi":"10.3998/ticker.6394","title":"Text Mining: From Nuisance to (almost) a Service at the University of Chicago Library","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Library science; Computer science","score_opus":0.0372347674632736,"score_gpt":0.2350416623937581,"score_spread":0.19780689493048448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403030105","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020202085,0.23281343,0.018195923,0.70674443,0.001617676,0.0017439863,0.00009597248,0.0007482422,0.01783827],"genre_scores_gemma":[0.3544145,0.16710092,0.012404643,0.4184698,0.002274572,0.000107349115,0.00025510302,0.00019939154,0.044773735],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978881,0.00029446115,0.00055016286,0.00045201436,0.0004983971,0.00031688457],"domain_scores_gemma":[0.99769676,0.0006209859,0.00021870101,0.001263386,0.00005796861,0.00014219758],"candidate_categories":["open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006920776,0.0002272022,0.00036448392,0.00008339714,0.00028440982,0.0003266148,0.005392114,0.00012442065,0.0007971647],"category_scores_gemma":[0.00008068371,0.0001286019,0.00011098148,0.004980191,0.00015479224,0.009559799,0.001809312,0.00039098546,0.0024138773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002347194,0.000015594202,0.0017649654,0.003141325,0.00007865629,0.000019454672,0.023385445,0.000064662294,0.00022534022,0.037056208,0.862084,0.07214094],"study_design_scores_gemma":[0.000079208265,0.000008483129,0.008163224,0.0050901594,0.000023937622,0.0000319128,0.0003045322,0.003624438,0.00016085076,0.00090650324,0.98139614,0.0002106014],"about_ca_topic_score_codex":0.000037461843,"about_ca_topic_score_gemma":0.0000010263765,"teacher_disagreement_score":0.33421242,"about_ca_system_score_codex":0.000020133672,"about_ca_system_score_gemma":0.00040801475,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W4403750986","doi":"10.3998/ticker.7026","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06557264068118043,"score_gpt":0.33071858573952023,"score_spread":0.26514594505833977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403750986","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107692395,0.3599813,0.0006770004,0.5736728,0.0023091605,0.00074794766,0.000002178755,0.00050626765,0.061995685],"genre_scores_gemma":[0.0832207,0.7542743,0.00024731987,0.034694403,0.024093218,0.00023849418,0.00003432791,0.00014367054,0.10305355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976728,0.0006794251,0.00039568543,0.0003696317,0.0004708226,0.0004116328],"domain_scores_gemma":[0.998918,0.00041858412,0.000060819257,0.00039915065,0.00011431813,0.00008912982],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026657842,0.00017584144,0.00025578408,0.000066796034,0.00046945427,0.000252143,0.0009308025,0.00019941127,0.006424903],"category_scores_gemma":[0.002430994,0.00010401605,0.00010094804,0.0023327915,0.000518133,0.0012705452,0.00011698834,0.0009170883,0.0051609334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004392593,0.000004877356,0.000008847189,0.0012184145,0.000023143011,0.0000040279133,0.0020464654,7.7421663e-7,0.00003091101,0.33403072,0.5967727,0.06585475],"study_design_scores_gemma":[0.000023013654,0.0000035876394,0.000063387866,0.0023475382,0.000105484454,0.000018119,0.0001126103,0.000034529825,0.000030001147,0.00917256,0.9879312,0.00015799685],"about_ca_topic_score_codex":0.00013348021,"about_ca_topic_score_gemma":0.0000061306573,"teacher_disagreement_score":0.53897834,"about_ca_system_score_codex":0.000081306105,"about_ca_system_score_gemma":0.0004774722,"threshold_uncertainty_score":0.99561363},"labels":[],"label_agreement":null},{"id":"W4406862524","doi":"10.3998/ticker.7273","title":"Business Librarian as Learning Facilitator in and out of the Classroom: Practices at NYU Shanghai","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.07615662241867076,"score_gpt":0.3426594631664981,"score_spread":0.2665028407478273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406862524","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07980444,0.27361995,0.00011513304,0.4801616,0.0015281498,0.003967854,0.000013091809,0.00022884554,0.16056092],"genre_scores_gemma":[0.73836017,0.17062789,0.00011245079,0.01824378,0.00040024178,0.00019709952,0.000011821245,0.00007338766,0.071973175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951883,0.0023714635,0.00082622876,0.000494198,0.000577481,0.00054233405],"domain_scores_gemma":[0.9962073,0.0021340752,0.0007479235,0.0005849448,0.0002363251,0.00008945639],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031927922,0.00030335065,0.00062739954,0.00012618984,0.00076661597,0.0001482943,0.0017520894,0.00039311018,0.00069157477],"category_scores_gemma":[0.022480167,0.0001759102,0.00010439556,0.0033444143,0.0011989054,0.0015799761,0.00094316935,0.0012892348,0.0001568352],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076243846,0.00031515374,0.16839686,0.027751723,0.0005066856,0.00003039428,0.09589392,0.000061282146,0.001687039,0.45381588,0.1162448,0.13453382],"study_design_scores_gemma":[0.00031391878,0.000010276993,0.02379578,0.008378423,0.00015628978,0.0000063336643,0.0018574715,0.000039974348,0.00012928317,0.006280325,0.9587384,0.00029351644],"about_ca_topic_score_codex":0.0010295479,"about_ca_topic_score_gemma":0.0002673211,"teacher_disagreement_score":0.8424936,"about_ca_system_score_codex":0.00011209826,"about_ca_system_score_gemma":0.001129429,"threshold_uncertainty_score":0.9857539},"labels":[],"label_agreement":null},{"id":"W4408197515","doi":"10.3998/ticker.7420","title":"GIS x Business Librarian Collaboration: Mapping New Opportunities","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.0812143004850923,"score_gpt":0.27427544931320513,"score_spread":0.19306114882811282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408197515","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010143346,0.12813346,0.16503072,0.5614651,0.001851931,0.0015102045,0.000007733324,0.0008039879,0.14109547],"genre_scores_gemma":[0.023083953,0.40172455,0.013740067,0.23390722,0.0024648684,0.0004816238,0.0003145067,0.00017697127,0.32410625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720424,0.00026431904,0.000876466,0.000634381,0.0005053415,0.00051527563],"domain_scores_gemma":[0.9974579,0.0002977296,0.00034157082,0.0014483685,0.00028390487,0.00017048471],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00082024006,0.0004216657,0.000609156,0.0002830603,0.00037505393,0.0013861126,0.004116284,0.00019528935,0.00021979467],"category_scores_gemma":[0.00041530174,0.00028472554,0.00011051094,0.007056207,0.00018452219,0.00751412,0.0012731985,0.0005015234,0.00017846106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039863007,0.000017722872,0.00007495974,0.0014563972,0.000048133537,0.000014198156,0.00023573029,0.0000028979784,0.0000026220844,0.6865838,0.21019481,0.101364754],"study_design_scores_gemma":[0.0002414208,0.0000041520275,0.0042764656,0.004282852,0.00007883599,0.000008769433,0.000058059693,0.00028977674,0.000010947221,0.0978099,0.89260346,0.00033536323],"about_ca_topic_score_codex":0.000019957437,"about_ca_topic_score_gemma":0.0000018853849,"teacher_disagreement_score":0.68240863,"about_ca_system_score_codex":0.00003828961,"about_ca_system_score_gemma":0.0012934849,"threshold_uncertainty_score":0.9999605},"labels":[],"label_agreement":null},{"id":"W4408359592","doi":"10.3998/ticker.6913","title":"From Classroom to Boardroom: Employer Perspectives of Business Graduates’ Information Literacy Skills","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Copyright and Intellectual Property","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02199441069818597,"score_gpt":0.26307254560891546,"score_spread":0.2410781349107295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408359592","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11774251,0.21855775,0.029294996,0.481672,0.0054442887,0.009067523,0.00011515529,0.0013586321,0.13674715],"genre_scores_gemma":[0.8652087,0.030124955,0.00072284316,0.095237896,0.0030752143,0.00034826357,0.0004036342,0.000120825076,0.004757655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973965,0.000080652964,0.0011817593,0.00044273067,0.00045877014,0.0004395811],"domain_scores_gemma":[0.9969756,0.00033639243,0.00050725497,0.00084734766,0.0013012699,0.00003215749],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070077693,0.0004528435,0.0007896453,0.00047779336,0.00024060812,0.0004850006,0.0014987433,0.00021194728,0.0019957786],"category_scores_gemma":[0.0029529007,0.00028222922,0.00017834443,0.005292675,0.00017443854,0.007598864,0.0005807495,0.00058474974,0.0014830102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021162476,0.00015960823,0.0031285714,0.008087149,0.00021838913,0.0000024849346,0.0025848385,0.000013117024,0.0004568537,0.018749217,0.83917564,0.12721252],"study_design_scores_gemma":[0.0005357496,0.0000066652137,0.045733377,0.012120133,0.000494336,0.0000021884546,0.00041674747,0.00053244433,0.00021169735,0.021328494,0.9180683,0.00054990564],"about_ca_topic_score_codex":0.00060963974,"about_ca_topic_score_gemma":0.0000034326267,"teacher_disagreement_score":0.7474662,"about_ca_system_score_codex":0.000051232575,"about_ca_system_score_gemma":0.00017539957,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W4408571472","doi":"10.3998/ticker.7253","title":"Choose Your Own Adventure: Overhauling and rightsizing a library orientation for first year business students","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.051812553305091914,"score_gpt":0.3445705680279608,"score_spread":0.2927580147228689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408571472","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038439143,0.47492602,0.011115637,0.4138902,0.0054477183,0.01488427,0.00007936666,0.0012274486,0.039990187],"genre_scores_gemma":[0.40527263,0.51217014,0.0025526264,0.04208089,0.0032411104,0.0011028105,0.00019055133,0.00023901084,0.03315024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975121,0.00036934283,0.00062772905,0.0004952108,0.0004943024,0.00050131255],"domain_scores_gemma":[0.99826247,0.0007874831,0.00025026008,0.00038649974,0.00020287423,0.000110433735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013686847,0.00028665405,0.00046795572,0.00011747923,0.0011636636,0.00039487096,0.0012715779,0.0002936224,0.00032416603],"category_scores_gemma":[0.0023524724,0.00019132558,0.000098415425,0.0023204903,0.00036216137,0.002030701,0.00038040316,0.00052414386,0.000059491696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058302906,0.00026791976,0.03302242,0.021670252,0.0005149579,0.000015700047,0.022590976,0.000024956034,0.000081372855,0.6213953,0.20265979,0.09717332],"study_design_scores_gemma":[0.0007040526,0.0000089458335,0.014590516,0.009723284,0.00036152493,0.000003587007,0.00067604415,0.00004679307,0.000058777678,0.020224791,0.9532265,0.00037518475],"about_ca_topic_score_codex":0.00008775184,"about_ca_topic_score_gemma":0.000010691477,"teacher_disagreement_score":0.7505667,"about_ca_system_score_codex":0.000061887244,"about_ca_system_score_gemma":0.0004709489,"threshold_uncertainty_score":0.8950077},"labels":[],"label_agreement":null},{"id":"W4408571566","doi":"10.3998/ticker.6968","title":"Confronting Student Distrust: Unexpected Findings from a Five-Week Business Intelligence Course ","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.06133299621035149,"score_gpt":0.34635542421049614,"score_spread":0.28502242800014466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408571566","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055271473,0.5254644,0.01733907,0.31637084,0.0051103598,0.0067501105,0.000097718024,0.0012705614,0.07232543],"genre_scores_gemma":[0.7985531,0.14639555,0.00056473556,0.021578219,0.0012684271,0.00038556103,0.00012597299,0.0001250321,0.031003408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952458,0.0011259088,0.0011225668,0.00076642673,0.0008654018,0.0008738896],"domain_scores_gemma":[0.9963415,0.0016414452,0.0003539709,0.000842561,0.00065211364,0.0001683939],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002089213,0.00048021632,0.0008685406,0.0001077187,0.0011848024,0.00041112618,0.003267302,0.00043241293,0.0019823168],"category_scores_gemma":[0.005561075,0.00033637113,0.00016573774,0.004482555,0.0012383865,0.0010928102,0.0006674636,0.0013223891,0.0005887261],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002825253,0.0006887474,0.019689435,0.0050919987,0.0010046255,0.00008488726,0.05464413,0.000060277715,0.0003944979,0.54745454,0.20815423,0.16245009],"study_design_scores_gemma":[0.00047978887,0.000019298554,0.063364565,0.024128178,0.0011972991,0.000007826354,0.0075266347,0.00022667248,0.00022185803,0.018060347,0.8835789,0.0011886144],"about_ca_topic_score_codex":0.0026971726,"about_ca_topic_score_gemma":0.00013387657,"teacher_disagreement_score":0.7432816,"about_ca_system_score_codex":0.00019088021,"about_ca_system_score_gemma":0.0012114163,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W4410105111","doi":"10.3998/ticker.7766","title":"Introduction","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04542251462983166,"score_gpt":0.32907605760837544,"score_spread":0.2836535429785438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410105111","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014773574,0.13497348,0.001081933,0.6886434,0.0015580357,0.000990592,0.000001185997,0.00023355182,0.17237009],"genre_scores_gemma":[0.07163233,0.5599171,0.00039151174,0.13005719,0.0090746805,0.00033057624,0.000029838831,0.00007858464,0.22848822],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976801,0.0008258464,0.0004332543,0.00031691787,0.00034781906,0.00039600627],"domain_scores_gemma":[0.99874026,0.00037617102,0.00011770743,0.00050637324,0.00019823507,0.000061271596],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023624315,0.00016547885,0.00030370997,0.00007438778,0.0006967143,0.000102390346,0.0011905596,0.0002123001,0.0028309629],"category_scores_gemma":[0.004810059,0.00010430769,0.00008342335,0.0026554004,0.00058288174,0.00075311045,0.00016573814,0.00073791755,0.0011342204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009539629,0.0000092268965,0.00007636159,0.0005971,0.000021357066,5.959254e-7,0.00073353585,9.022808e-7,0.00002277774,0.3926797,0.565752,0.040096875],"study_design_scores_gemma":[0.000062802224,0.000002296209,0.00043339722,0.0015171283,0.000103173275,0.0000025474055,0.0001411186,0.0000074359623,0.000052070725,0.013057062,0.98449284,0.0001281444],"about_ca_topic_score_codex":0.00018058144,"about_ca_topic_score_gemma":0.000010836151,"teacher_disagreement_score":0.55858624,"about_ca_system_score_codex":0.000081677375,"about_ca_system_score_gemma":0.00054734084,"threshold_uncertainty_score":0.9996435},"labels":[],"label_agreement":null},{"id":"W4411520315","doi":"10.3998/ticker.7318","title":"Building a Regional Library-Led Case Competition: Reflections from Librarians and Vendor Partners ","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Timeline; Information literacy; Vendor; Public relations; Entrepreneurship; Business; Library instruction; Marketing; Political science; Knowledge management; Sociology; Computer science; Pedagogy","score_opus":0.06241800475400447,"score_gpt":0.3211853945191551,"score_spread":0.2587673897651507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411520315","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02151429,0.13128783,0.006165429,0.68534344,0.0032871317,0.003462726,0.00002467898,0.0016455733,0.14726889],"genre_scores_gemma":[0.41158238,0.12356204,0.01004774,0.40627292,0.0162814,0.0018332837,0.0015101003,0.00045373433,0.028456384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980749,0.00013970367,0.00062568736,0.0005597127,0.0002305665,0.0003694415],"domain_scores_gemma":[0.9984381,0.000499883,0.00037531898,0.00057304,0.0000800166,0.000033637752],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006905063,0.00034732695,0.0004337626,0.00031962528,0.00064658833,0.0006978105,0.00065076764,0.0001694547,0.0009780524],"category_scores_gemma":[0.00045705712,0.00027149453,0.00010728693,0.002541732,0.00019373128,0.003932413,0.00055931456,0.00058064214,0.00010297513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006450104,0.00005298125,0.004046411,0.0040128794,0.00013249449,0.000057733123,0.00006074336,0.000004506521,0.000040406394,0.6966165,0.27642193,0.018488957],"study_design_scores_gemma":[0.0004245543,0.0000018382791,0.008168357,0.004632838,0.00058836496,0.000054179985,0.00015147137,0.0002815158,0.0000050568437,0.043298304,0.9420813,0.00031225357],"about_ca_topic_score_codex":0.00018081763,"about_ca_topic_score_gemma":0.00001027439,"teacher_disagreement_score":0.6656593,"about_ca_system_score_codex":0.000019514546,"about_ca_system_score_gemma":0.00012662794,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null},{"id":"W4413244371","doi":"10.3998/ticker.8222","title":"Deal or no deal? Tips for cost sharing business data in higher education","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.3055073885532586,"score_gpt":0.4100710059196858,"score_spread":0.10456361736642722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413244371","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009327096,0.19261438,0.0026492975,0.5798557,0.0063300924,0.013684424,0.00011044461,0.00052678795,0.20329618],"genre_scores_gemma":[0.087084025,0.30628207,0.0047790194,0.1687125,0.008267841,0.0037623232,0.0011939278,0.00033690705,0.41958138],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697673,0.00046718327,0.0008108193,0.00070551434,0.00038549813,0.00065425626],"domain_scores_gemma":[0.99687856,0.0011323298,0.00023952818,0.0011527449,0.0004964686,0.000100340156],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032427595,0.00029549806,0.0005534317,0.00014837795,0.0005590168,0.00023697545,0.003922962,0.00036487036,0.0021232634],"category_scores_gemma":[0.0044308156,0.0001902465,0.000058399943,0.0036544106,0.00035580483,0.0018168446,0.0008007337,0.0007094256,0.0003467742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002976155,0.00015296225,0.0029801098,0.009091051,0.00007639187,0.0000032116134,0.0011489403,0.0000037532811,0.000022760467,0.3236629,0.43348205,0.22907825],"study_design_scores_gemma":[0.00026212898,0.0000045773795,0.004738078,0.008077044,0.00014289794,0.000003155422,0.00009258454,0.00008584142,0.000005029526,0.0049814023,0.9813368,0.00027046533],"about_ca_topic_score_codex":0.0009831745,"about_ca_topic_score_gemma":0.00021800888,"teacher_disagreement_score":0.5478547,"about_ca_system_score_codex":0.00018978774,"about_ca_system_score_gemma":0.0028623939,"threshold_uncertainty_score":0.99878895},"labels":[],"label_agreement":null},{"id":"W4414011746","doi":"10.3998/ticker.7919","title":"Generating Financial Literacy: Exploring Personal Finance Information Discovery through Large Language Models and Short Form Content","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.13607889429922013,"score_gpt":0.3233686447993567,"score_spread":0.18728975050013655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414011746","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22364053,0.5266786,0.10358185,0.093602575,0.002285008,0.0049871337,0.00011584492,0.00046274316,0.044645667],"genre_scores_gemma":[0.7776011,0.18475069,0.00077096425,0.032380506,0.00066282507,0.00037540696,0.000046894398,0.00002532323,0.0033862868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808306,0.00025542435,0.0005784235,0.0002450766,0.00036326458,0.00047477454],"domain_scores_gemma":[0.9991557,0.0002717384,0.00013480436,0.00023701097,0.00016086461,0.00003989089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013290971,0.00022197224,0.00037069342,0.00005249942,0.00084778876,0.0003662971,0.00054699095,0.00017029856,0.000047026046],"category_scores_gemma":[0.0013845837,0.00015022152,0.000084692234,0.00087405817,0.00022605367,0.0116939405,0.00027122043,0.00062195276,0.000022833212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068107234,0.000032686068,0.00040410654,0.0032821472,0.000049451715,0.000005366732,0.15217108,0.000036000853,0.000063729305,0.6302379,0.014008172,0.19964126],"study_design_scores_gemma":[0.0006256668,0.000021896878,0.0016938592,0.017349515,0.0002630899,0.000014664182,0.0066862465,0.010738645,0.00020297809,0.014078343,0.9474668,0.00085828576],"about_ca_topic_score_codex":0.00026271347,"about_ca_topic_score_gemma":0.000025557798,"teacher_disagreement_score":0.9334586,"about_ca_system_score_codex":0.000080231854,"about_ca_system_score_gemma":0.00043267992,"threshold_uncertainty_score":0.8477825},"labels":[],"label_agreement":null},{"id":"W4414093674","doi":"10.3998/ticker.8220","title":"Adventures in Accessibility: Risk Management and Vendor Relations","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk management; Vendor; Risk assessment; Adventure; Relation (database)","score_opus":0.018909764230648395,"score_gpt":0.2763824243201243,"score_spread":0.2574726600894759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414093674","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024585407,0.26703966,0.65613943,0.031858537,0.000540576,0.0016168978,0.0000024934702,0.00030425476,0.04003962],"genre_scores_gemma":[0.45051152,0.39053667,0.10006656,0.04924571,0.0002944172,0.00056364073,0.00002906237,0.00006599027,0.008686444],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983302,0.00019314478,0.00074822933,0.00029724417,0.00020338356,0.00022779526],"domain_scores_gemma":[0.9986153,0.00029420815,0.00034728093,0.00064602797,0.000056569188,0.000040572682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014881772,0.00016780157,0.00029049095,0.00017560628,0.00023385076,0.00021867348,0.0013174033,0.000087301094,0.000026738417],"category_scores_gemma":[0.00046995105,0.000114566305,0.000042835716,0.0017844212,0.00007709016,0.0018212632,0.00071840384,0.0004993683,0.000032037286],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029532684,0.000029943976,0.010871575,0.008368572,0.00003524219,0.00000242113,0.0011604965,0.000042137293,5.042707e-7,0.61165684,0.0072041657,0.36062515],"study_design_scores_gemma":[0.0007189775,0.000005485019,0.22500572,0.020452429,0.00018840143,0.000017963448,0.00012607065,0.035923958,0.00001785131,0.5543331,0.1627596,0.00045047395],"about_ca_topic_score_codex":0.000004781312,"about_ca_topic_score_gemma":4.4122626e-7,"teacher_disagreement_score":0.5560729,"about_ca_system_score_codex":0.000026845519,"about_ca_system_score_gemma":0.00009242163,"threshold_uncertainty_score":0.46718785},"labels":[],"label_agreement":null},{"id":"W4414725586","doi":"10.3998/ticker.8099","title":"Moving Through the Ages: Adapting an Embedded Business Communication Course Through Two Decades of Changes","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptability; Flexibility (engineering); Variety (cybernetics); Business communication; Key (lock); Curriculum; Flipped classroom; Adaptation (eye); Work (physics); Course (navigation)","score_opus":0.12135215165463432,"score_gpt":0.39302528718084245,"score_spread":0.27167313552620814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414725586","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060609938,0.5072055,0.004383838,0.4110527,0.0007856317,0.0036480755,0.000015041348,0.0004176521,0.06643059],"genre_scores_gemma":[0.59213954,0.3690511,0.0022588817,0.03219586,0.00075397803,0.00030432193,0.000049462702,0.00009151637,0.0031553456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99448466,0.0029264465,0.0008753478,0.00044126745,0.00066012715,0.0006121291],"domain_scores_gemma":[0.9949522,0.002166587,0.0006499503,0.001503558,0.0006710047,0.000056676407],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004072344,0.00035875733,0.0006946902,0.000054239317,0.0016044184,0.00020279469,0.003873865,0.0003126016,0.0003332148],"category_scores_gemma":[0.004243583,0.00020888391,0.0001148006,0.0039668535,0.0018423655,0.0021215943,0.00060345803,0.0011164071,0.00004641161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083720995,0.00015591085,0.0008462494,0.0040158476,0.00025353252,0.0000028820637,0.0843056,0.00012020341,0.0003214929,0.8123768,0.02856074,0.068957046],"study_design_scores_gemma":[0.00063704775,0.000021803737,0.0036504676,0.028294403,0.0011588946,0.000014474741,0.016607067,0.00038526003,0.0006041138,0.068400405,0.87940973,0.000816323],"about_ca_topic_score_codex":0.003349841,"about_ca_topic_score_gemma":0.0004476079,"teacher_disagreement_score":0.850849,"about_ca_system_score_codex":0.000077593344,"about_ca_system_score_gemma":0.00074596144,"threshold_uncertainty_score":0.99969536},"labels":[],"label_agreement":null},{"id":"W4415482258","doi":"10.3998/ticker.8270","title":"“The large print giveth and the small print taketh away.”Advocating for Change: Rethinking Business Data Contracts for Academic Research","year":2025,"lang":"","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Vendor; Liability; Data breach; Academic library","score_opus":0.41521807955215634,"score_gpt":0.425744235142688,"score_spread":0.01052615559053166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415482258","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027921752,0.32163227,0.18505019,0.47090513,0.0039020104,0.017306363,0.00009803734,0.0001520449,0.0006747285],"genre_scores_gemma":[0.061695695,0.80455244,0.0056372513,0.10306961,0.005705119,0.009199739,0.00031072047,0.00020117803,0.009628225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863107,0.0035884252,0.0038316122,0.0020041435,0.0016872183,0.002577878],"domain_scores_gemma":[0.9739586,0.015877044,0.0022599166,0.005440409,0.002142678,0.0003213432],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","open_science"],"category_scores_codex":[0.07254757,0.00087053457,0.001549945,0.0003278173,0.006083649,0.0036119872,0.020572713,0.00091724354,0.000012456909],"category_scores_gemma":[0.021551115,0.0004460351,0.0002522128,0.007677849,0.0023950012,0.013414589,0.01001732,0.0047423653,0.00004199428],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031311583,0.00003918651,0.00042747415,0.01810649,0.00020139455,0.0000020716136,0.013336444,0.000008618926,0.000017050312,0.5626865,0.043328214,0.36153346],"study_design_scores_gemma":[0.0024026209,0.00002992698,0.0053633503,0.026684796,0.00020345845,0.0000687028,0.0011210709,0.09334886,0.00003549666,0.038500164,0.83162653,0.0006150029],"about_ca_topic_score_codex":0.00008171891,"about_ca_topic_score_gemma":0.000008086681,"teacher_disagreement_score":0.7882983,"about_ca_system_score_codex":0.000114842725,"about_ca_system_score_gemma":0.003242202,"threshold_uncertainty_score":0.99979913},"labels":[],"label_agreement":null},{"id":"W7083163438","doi":"10.3998/ticker.8215","title":"Trends in Academic Business Libraries 2024-2025: Highlights from Annual Reports of the Academic Business Library Directors Group","year":2025,"lang":"en","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Group (periodic table); Academic library; Business information; Work (physics); Information system","score_opus":0.02720402417220606,"score_gpt":0.25632170568074963,"score_spread":0.22911768150854359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083163438","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027202265,0.46980366,0.003332094,0.47193384,0.0071375067,0.0023160568,0.00014113798,0.0010941284,0.0170393],"genre_scores_gemma":[0.6591613,0.23650336,0.0024064507,0.034500286,0.0023520715,0.0009326821,0.0006573531,0.00020469236,0.063281775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920434,0.0010883377,0.0029442336,0.001764287,0.0009844878,0.00117526],"domain_scores_gemma":[0.9933026,0.0014247167,0.0016898393,0.0030401454,0.00035875183,0.00018398203],"candidate_categories":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0017191438,0.0010372801,0.0017558202,0.00057263527,0.0004393682,0.00022968928,0.008031999,0.0014471614,0.0005079565],"category_scores_gemma":[0.0022699686,0.00065443874,0.000354984,0.019471718,0.00086915813,0.0059278226,0.0044131614,0.003861556,0.000030699943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002521902,0.0003544857,0.17426124,0.015547738,0.00057438895,0.00036453974,0.0032245878,0.0004735946,0.0022555108,0.1599181,0.4690751,0.17369851],"study_design_scores_gemma":[0.00048004944,0.000006775129,0.4590502,0.017376143,0.00026335733,0.000095721116,0.000058655212,0.0002483627,0.0013108592,0.046213478,0.47406906,0.0008273293],"about_ca_topic_score_codex":0.00016447672,"about_ca_topic_score_gemma":0.0000030817296,"teacher_disagreement_score":0.6319591,"about_ca_system_score_codex":0.0000654273,"about_ca_system_score_gemma":0.001035518,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W7105695255","doi":"10.3998/ticker.9093","title":"Introduction","year":2025,"lang":"","type":"article","venue":"Ticker The Academic Business Librarianship Review","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"","score_opus":0.052808852440915495,"score_gpt":0.2444555677593999,"score_spread":0.1916467153184844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105695255","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000100883444,0.59890133,0.00078384933,0.2163705,0.016107926,0.0010258333,0.00016416203,0.000066035864,0.16647947],"genre_scores_gemma":[0.0023534324,0.5468559,0.00007120688,0.013806828,0.001774348,0.00010445563,0.000031215026,0.000036506477,0.43496612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951862,0.00015425289,0.002323304,0.0013996569,0.00009945866,0.0008371359],"domain_scores_gemma":[0.99672973,0.00026523494,0.0010963844,0.0016514871,0.00013664618,0.000120515055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037282025,0.0005671079,0.0015701294,0.0003811249,0.00070804334,0.00035417787,0.0020261114,0.00041459617,0.027481608],"category_scores_gemma":[0.0016323786,0.0004952707,0.00038337766,0.0036023776,0.0006373627,0.0015250081,0.0009153997,0.0012123369,0.043536667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001365659,0.00003062242,0.0009672701,0.0029265597,0.00023842565,9.428845e-7,0.00014375887,0.000012371102,5.900789e-7,0.29702064,0.68975353,0.008891608],"study_design_scores_gemma":[0.0003880431,0.0000062540344,0.0050560567,0.0034006294,0.00035099642,0.000007731841,0.00015243572,0.00021469935,0.0000056786644,0.018847322,0.9710959,0.0004742285],"about_ca_topic_score_codex":0.000040494477,"about_ca_topic_score_gemma":7.133136e-7,"teacher_disagreement_score":0.2813424,"about_ca_system_score_codex":0.00019114748,"about_ca_system_score_gemma":0.00024023098,"threshold_uncertainty_score":0.9997499},"labels":[],"label_agreement":null}]}