{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":79,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":79,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"7db44831ab19","filters":{"venue":"Ticker The Academic Business Librarianship Review"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Aleha McCauley","is_ca":true},{"name":"Irena Trebic","is_ca":true},{"name":"Kim Buschert","is_ca":true},{"name":"Nick Rochlin","is_ca":true},{"name":"Laura Thorne","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1060991967288804,"gpt":0.3308599095672106,"spread":0.2247607128383302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004555723,0.0001376486,0.0003477792,0.003379104,0.005128548,0.00407809,0.0008381962,0.0005710356,0.004489064],"category_scores_gemma":[0.01070856,0.0002940048,0.0001363085,0.006849568,0.001021375,0.0008242021,0.001294883,0.001001027,0.0005049774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790047,"about_ca_system_score_gemma":0.04323433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9124932,"about_ca_topic_score_gemma":0.9680145,"domain_scores_codex":[0.9980956,0.0003056348,0.00009270609,0.0001409786,0.0008842394,0.0004808733],"domain_scores_gemma":[0.9842433,0.003669872,0.001242162,0.0003402096,0.008558925,0.001945499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002687211,0.0003519919,0.5164144,0.001507617,0.00007077663,0.001027814,0.1047728,0.000107729,0.001026692,0.00631466,0.06574243,0.3023944],"study_design_scores_gemma":[0.00002496925,0.0000957685,0.7655061,0.001073461,0.00005760477,0.0002316035,0.1161785,0.0001885848,0.0003594591,0.0004017716,0.1158376,0.00004442746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327935,0.006304515,0.0001414826,0.006485595,0.00005191628,0.0002435035,0.001209165,0.00001210901,0.05275825],"genre_scores_gemma":[0.9618149,0.01029105,0.000373789,0.002112971,0.00001577219,0.0002180459,0.0008235707,0.00001031693,0.02433954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08750677,"threshold_uncertainty_score":0.1760442,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Need to know; Internet privacy; Business; Computer science; Computer security","authors":[{"name":"Breezy Silver","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02376705676398927,"gpt":0.2702744677366341,"spread":0.2465074109726448,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01025522,0.00095941,0.001087992,0.002054057,0.006582175,0.01456429,0.00236515,0.009126427,0.1787494],"category_scores_gemma":[0.07755029,0.0006238186,0.0009051955,0.002258745,0.005582712,0.02282014,0.007114342,0.01219783,0.1888376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002717251,"about_ca_system_score_gemma":0.00818314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008636622,"about_ca_topic_score_gemma":0.01413164,"domain_scores_codex":[0.9882051,0.003530901,0.0007107537,0.0009095444,0.005379619,0.001264164],"domain_scores_gemma":[0.9521353,0.01271878,0.003048267,0.003573498,0.01950687,0.009017218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005934743,0.00001665375,0.0001081059,0.0001014229,0.0000022754,0.00004535056,0.0002662901,0.00000741432,0.00005669837,0.003289172,0.9713303,0.02477022],"study_design_scores_gemma":[0.000003638525,0.000008490296,0.00009183583,0.0001641049,0.000001865693,0.0001331555,0.0005290263,0.00001075584,0.00003895206,0.0009394935,0.9980692,0.000009424952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007048522,0.02554723,0.00504553,0.6916578,0.07070024,0.0002337078,0.0003944648,0.002104478,0.2036117],"genre_scores_gemma":[0.009853569,0.02236647,0.00590344,0.3427817,0.01738661,0.0002401034,0.0006102059,0.001534567,0.5993233],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9854357,"threshold_uncertainty_score":0.5979763,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); Library science; Computer science; Psychology","authors":[{"name":"Irena Trebic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03389126417717134,"gpt":0.2987165445417815,"spread":0.2648252803646102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005344115,0.001333132,0.001280982,0.004438562,0.004406719,0.01176992,0.001528314,0.005715684,0.4159389],"category_scores_gemma":[0.008412393,0.0007902613,0.001122248,0.003001582,0.0009437748,0.004428082,0.005128259,0.003600753,0.3599876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003911688,"about_ca_system_score_gemma":0.01251491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009364914,"about_ca_topic_score_gemma":0.04002453,"domain_scores_codex":[0.9969003,0.0003728264,0.0001872553,0.0001980009,0.001842529,0.0004991061],"domain_scores_gemma":[0.9926462,0.0003807779,0.0003171576,0.000239536,0.00396302,0.002453256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003429385,0.00004318194,0.0002024701,0.00008170287,0.000003030195,0.00002788325,0.00001616331,0.00001316259,0.00005631069,0.0003876497,0.9758749,0.02325925],"study_design_scores_gemma":[0.000009663089,0.00001106704,0.0006149306,0.0001016356,0.00000352958,0.00001848266,0.0000656512,0.00002568553,0.00003455727,0.0002085961,0.9988995,0.000006796188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002437101,0.02645437,0.0009364128,0.1211949,0.1635966,0.000367982,0.002608906,0.001239728,0.681164],"genre_scores_gemma":[0.002209216,0.005637301,0.0002922709,0.004326629,0.009488504,0.000116868,0.001309783,0.0001424006,0.976477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4159389,"threshold_uncertainty_score":0.8330923,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Haystack; Business; World Wide Web; Computer science","authors":[{"name":"Meg Trauner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04465798317902533,"gpt":0.2547031012876859,"spread":0.2100451181086606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02508279,0.0006492321,0.001059956,0.005981368,0.006612295,0.03379288,0.002649513,0.007067275,0.01819399],"category_scores_gemma":[0.02050817,0.0005835126,0.000838404,0.008322588,0.009447426,0.02434405,0.00664634,0.008715367,0.01190959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157929,"about_ca_system_score_gemma":0.02997832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01033724,"about_ca_topic_score_gemma":0.02362982,"domain_scores_codex":[0.9838439,0.005983891,0.0008670446,0.0008944409,0.006737472,0.00167329],"domain_scores_gemma":[0.9714608,0.006945885,0.00150266,0.000999578,0.0109237,0.008167256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000521494,0.00008347528,0.0006575715,0.001614451,0.00002273795,0.0001729613,0.002216337,0.000063925,0.0002708214,0.1033718,0.5394517,0.3520221],"study_design_scores_gemma":[0.000006791687,0.00001257154,0.0003121443,0.0004854599,0.000005812657,0.00007921246,0.001251865,0.00001660719,0.00004191856,0.003393218,0.9943821,0.00001218386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.00266669,0.5985876,0.00158,0.301054,0.008751919,0.00005041742,0.00007362049,0.000292248,0.0869435],"genre_scores_gemma":[0.05681027,0.6526815,0.004963809,0.1406199,0.01306358,0.0001135825,0.0002681316,0.0004255244,0.1310536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9662071,"threshold_uncertainty_score":0.132652,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Breakout; Business","authors":[{"name":"Christina Jones","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04568635672554409,"gpt":0.2634637705791976,"spread":0.2177774138536535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00648818,0.001915152,0.001442558,0.004817313,0.008766023,0.01330678,0.00146966,0.004150852,0.2932013],"category_scores_gemma":[0.03285357,0.001304896,0.001330476,0.002658631,0.001974991,0.006688775,0.004383219,0.008167937,0.2234263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224392,"about_ca_system_score_gemma":0.004356446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008691272,"about_ca_topic_score_gemma":0.02925663,"domain_scores_codex":[0.9947696,0.001102758,0.000397676,0.0003750682,0.002431646,0.0009233361],"domain_scores_gemma":[0.9757189,0.00345259,0.001382991,0.001699041,0.01212718,0.005619328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004762262,0.00002907744,0.0001237266,0.00008376167,0.000008287756,0.00002471658,0.0001135491,0.00001082786,0.0002431552,0.0005290406,0.9787467,0.02003965],"study_design_scores_gemma":[0.0000174187,0.00003960788,0.0007875635,0.0001062796,0.000008383625,0.00002242603,0.0007148301,0.00002193902,0.0001746241,0.0003442504,0.9977461,0.00001669738],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00559539,0.01681775,0.009985676,0.1511879,0.2941476,0.001432165,0.001810469,0.01058646,0.5084366],"genre_scores_gemma":[0.01448259,0.006840708,0.005300848,0.0494552,0.03579595,0.0005872192,0.001608937,0.003697816,0.8822308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2932013,"threshold_uncertainty_score":0.9808562,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Academic library; Business; Library science; Accounting; Computer science","authors":[{"name":"Kenneth J Peterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03881885735078146,"gpt":0.2700448269342403,"spread":0.2312259695834588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003434087,0.0006459333,0.0004269734,0.005874641,0.0008230508,0.007858395,0.0009081941,0.002757935,0.0158581],"category_scores_gemma":[0.007825561,0.0003217042,0.0007513722,0.01591782,0.0003381137,0.00398766,0.001723956,0.002391613,0.008061359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003516573,"about_ca_system_score_gemma":0.01075977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03802492,"about_ca_topic_score_gemma":0.08181284,"domain_scores_codex":[0.9980046,0.0001136013,0.000241391,0.000126713,0.001100326,0.0004133344],"domain_scores_gemma":[0.9852009,0.001156184,0.002723152,0.0001357417,0.00794246,0.002841609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001092502,0.00008070089,0.009266223,0.001111969,0.00001704351,0.00007006134,0.0001272811,0.00009001487,0.0001713833,0.0008056198,0.9184999,0.06965059],"study_design_scores_gemma":[0.00002918158,0.00007474762,0.13509,0.0008547887,0.00005408204,0.0001612496,0.001282787,0.0002187475,0.0004467295,0.000285673,0.8614639,0.00003811387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04806807,0.1994196,0.0009891734,0.4038169,0.04440645,0.0004306624,0.1501631,0.001627563,0.1510786],"genre_scores_gemma":[0.195843,0.3165068,0.004422888,0.09941983,0.04964981,0.0007104774,0.1589019,0.0006284306,0.1739169],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9921416,"threshold_uncertainty_score":0.07560718,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Data science; Computer science","authors":[{"name":"Marcella Barnhart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3806199455172882,"gpt":0.4016453283991342,"spread":0.02102538288184602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02980416,0.001379791,0.00133516,0.01354547,0.003904402,0.02210524,0.002824954,0.004722637,0.006936161],"category_scores_gemma":[0.04852896,0.001143999,0.001179323,0.01358236,0.02000383,0.03459784,0.009700241,0.01076503,0.002559176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00705237,"about_ca_system_score_gemma":0.007439494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005239416,"about_ca_topic_score_gemma":0.006532661,"domain_scores_codex":[0.9728454,0.0162939,0.001655522,0.001845051,0.006608916,0.000751175],"domain_scores_gemma":[0.9077093,0.07095144,0.002124282,0.004069822,0.01339906,0.001746053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003989903,0.00004140092,0.002486921,0.003652744,0.00009649522,0.0002953424,0.008556075,0.0005765833,0.0004449075,0.5571986,0.1855738,0.2410372],"study_design_scores_gemma":[0.000005360601,0.00002771941,0.0007757805,0.003564199,0.0000179617,0.000398172,0.005816845,0.0005206248,0.0002889327,0.1289515,0.8595749,0.00005806795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.004052568,0.4479304,0.106571,0.3629052,0.02006987,0.0003579018,0.0009737913,0.0006559091,0.05648343],"genre_scores_gemma":[0.1196696,0.5238799,0.1780416,0.1090004,0.03713056,0.00150455,0.001392527,0.00142244,0.02795817],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9778948,"threshold_uncertainty_score":0.1576213,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Sarah Hartman‐Caverly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1857085016291541,"gpt":0.4496455125424207,"spread":0.2639370109132666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007347131,0.0005461731,0.0004051966,0.0009216663,0.003385028,0.002159665,0.003037393,0.002845311,0.006148535],"category_scores_gemma":[0.008698732,0.0005066938,0.0007114273,0.0008181526,0.002656902,0.001983069,0.004735126,0.003043813,0.00262122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340611,"about_ca_system_score_gemma":0.003284038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492345,"about_ca_topic_score_gemma":0.006022688,"domain_scores_codex":[0.9960672,0.002579902,0.0001262444,0.0002744326,0.0005150276,0.0004372571],"domain_scores_gemma":[0.9943674,0.003138574,0.0002644211,0.0005661396,0.0002690571,0.001394319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001112647,0.006423737,0.0250813,0.00180623,0.00008944267,0.1392082,0.1203322,0.004931623,0.009890785,0.06894946,0.09335215,0.5288222],"study_design_scores_gemma":[0.0003443415,0.002891261,0.02578986,0.001556763,0.0001165748,0.1130246,0.08218573,0.01678545,0.01371941,0.02095558,0.7223672,0.0002632432],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6836583,0.002644571,0.1436214,0.02281866,0.0007410794,0.002515964,0.0008627784,0.0018475,0.1412897],"genre_scores_gemma":[0.7223393,0.003231447,0.2122242,0.006045287,0.0001493335,0.00203082,0.0005032246,0.0007877746,0.05268863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007347131,"threshold_uncertainty_score":0.03885585,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Onboarding; Business; Computer science; Management; Economics","authors":[{"name":"Sara Hess","is_ca":false},{"name":"Maggie Mahoney","is_ca":false},{"name":"Georgette Nicolosi","is_ca":false},{"name":"Diane Zabel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08559610723876841,"gpt":0.338984249196223,"spread":0.2533881419574546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01365521,0.0006983225,0.001271245,0.002167427,0.006126252,0.00687802,0.002104246,0.01173035,0.2543104],"category_scores_gemma":[0.1152802,0.0005586887,0.001088398,0.002221767,0.001674685,0.006346149,0.004333968,0.004593678,0.103207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797344,"about_ca_system_score_gemma":0.01418666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006422048,"about_ca_topic_score_gemma":0.01949617,"domain_scores_codex":[0.9909242,0.003779057,0.0009082444,0.0004279765,0.002720614,0.001239926],"domain_scores_gemma":[0.8880296,0.0261909,0.01076993,0.002256203,0.04202027,0.03073311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001130761,0.00006286508,0.001688561,0.000470992,0.000007674275,0.00003979633,0.0002374185,0.00001433648,0.00006940788,0.0002790437,0.9669814,0.03003543],"study_design_scores_gemma":[0.0004718069,0.0004594057,0.01757307,0.001701803,0.00005698292,0.0002555032,0.005964207,0.000129702,0.000208828,0.002887644,0.9701928,0.00009810477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01472023,0.006036244,0.001398896,0.8258709,0.05365993,0.002662451,0.003904052,0.001177091,0.09057019],"genre_scores_gemma":[0.1219077,0.01026771,0.009339448,0.4804518,0.04720354,0.006949502,0.003542212,0.0008494464,0.3194886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2543104,"threshold_uncertainty_score":0.8507531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387387616","doi":"10.3998/ticker.5031","title":"Thoughts on the Recruitment &amp; 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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Business administration","authors":[{"name":"Angela Horne","is_ca":false},{"name":"Laura Leavitt Walesby","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2978516079442464,"gpt":0.3713082897112285,"spread":0.07345668176698211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02505455,0.0002674652,0.0005246219,0.002142735,0.01563103,0.01809816,0.002773979,0.013482,0.02205373],"category_scores_gemma":[0.06533735,0.0003766908,0.0007364938,0.002839613,0.008367798,0.009608953,0.003542684,0.01187497,0.004607392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102672,"about_ca_system_score_gemma":0.02566963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03303327,"about_ca_topic_score_gemma":0.06921996,"domain_scores_codex":[0.9831229,0.00920962,0.0005601298,0.0006387459,0.003540545,0.002928192],"domain_scores_gemma":[0.9481068,0.02189448,0.003455997,0.0007543546,0.01251983,0.01326856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009916933,0.0001544649,0.002803052,0.0002275863,0.00001037914,0.0003539243,0.01234362,0.00007548529,0.000227953,0.04285846,0.900098,0.04074804],"study_design_scores_gemma":[0.00005620478,0.0001312282,0.008027802,0.0009908964,0.00002249353,0.0001947768,0.1103656,0.0001952735,0.0003189619,0.01724768,0.8623688,0.00008031278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003460201,0.002019202,0.0001542712,0.9763834,0.003859651,0.00002146151,0.00003601411,0.00001485613,0.01405095],"genre_scores_gemma":[0.1629825,0.008626502,0.001197751,0.6834253,0.02385851,0.0002310708,0.0001477149,0.0001390208,0.1193917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03303327,"threshold_uncertainty_score":0.1325027,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07615662241867076,"gpt":0.3426594631664981,"spread":0.2665028407478273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005715196,0.0003466058,0.0004950716,0.001634364,0.02603348,0.00780477,0.001342298,0.001716435,0.009961312],"category_scores_gemma":[0.006817456,0.0005235985,0.0002934624,0.002445553,0.008755161,0.005277217,0.006315061,0.00184748,0.002035575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009677982,"about_ca_system_score_gemma":0.01574324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05655295,"about_ca_topic_score_gemma":0.1266638,"domain_scores_codex":[0.9942584,0.00389608,0.0001661104,0.0005064586,0.0005172407,0.000655795],"domain_scores_gemma":[0.9928317,0.002186862,0.0005668051,0.0003445879,0.001027509,0.003042503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000760642,0.0001831708,0.03146734,0.0002043173,0.00001897037,0.001730082,0.9066681,0.00008712873,0.00126585,0.006082232,0.01308559,0.03913124],"study_design_scores_gemma":[0.00001477324,0.0001175797,0.01148659,0.0001399849,0.00002759891,0.0003298925,0.8700704,0.0001644926,0.0009731314,0.0007402661,0.1158799,0.00005543556],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9357334,0.001741159,0.002803798,0.01709202,0.0001781028,0.00008971823,0.00006244262,0.0003823696,0.04191688],"genre_scores_gemma":[0.9555163,0.0008357309,0.002007236,0.002543801,0.00005410051,0.00006623289,0.00005681767,0.0001214456,0.03879825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05655295,"threshold_uncertainty_score":0.1124476,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Elizabeth Price","is_ca":false},{"name":"Carolyn Schubert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08437464907855591,"gpt":0.328675868025384,"spread":0.2443012189468281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06846123,0.0006550165,0.001015197,0.004771793,0.02314636,0.03051496,0.002991197,0.03697911,0.02723334],"category_scores_gemma":[0.1980025,0.001130985,0.001304351,0.001478802,0.00763798,0.01841964,0.01128481,0.02859463,0.02204367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008107388,"about_ca_system_score_gemma":0.06131643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146245,"about_ca_topic_score_gemma":0.03728275,"domain_scores_codex":[0.9314626,0.02655771,0.00337551,0.003655289,0.02645936,0.008489511],"domain_scores_gemma":[0.7875987,0.0623248,0.00957406,0.007095062,0.08031658,0.05309087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002827244,0.0001867563,0.002105656,0.0002466909,0.00004542247,0.0008440851,0.002192574,0.00009261996,0.0006774425,0.04247783,0.8954924,0.0556103],"study_design_scores_gemma":[0.0000643907,0.00005943121,0.001805881,0.000644419,0.0000468024,0.000508907,0.006197852,0.0002963481,0.0006077862,0.01436561,0.975327,0.00007547301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003536303,0.00313943,0.003760645,0.8948503,0.01777,0.0002323226,0.0000256393,0.0002595302,0.0764259],"genre_scores_gemma":[0.09219982,0.003867441,0.01477821,0.672989,0.01181431,0.0006700586,0.0001303679,0.0004648537,0.203086],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06846123,"threshold_uncertainty_score":0.3620619,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Heather Howard","is_ca":false},{"name":"Margaret Phillips","is_ca":false},{"name":"Jack J. Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02199441069818597,"gpt":0.2630725456089155,"spread":0.2410781349107295,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004242348,0.0001486498,0.000245634,0.0009324387,0.007749983,0.005993684,0.0005937189,0.001662588,0.004846679],"category_scores_gemma":[0.009236874,0.0002854787,0.0001631721,0.0008355444,0.002742426,0.002769697,0.003189835,0.003182776,0.0005819788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565783,"about_ca_system_score_gemma":0.004959152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567486,"about_ca_topic_score_gemma":0.03319523,"domain_scores_codex":[0.9965646,0.001940852,0.0001055026,0.0001636358,0.0004708032,0.000754635],"domain_scores_gemma":[0.9875343,0.005883214,0.001177655,0.0002206968,0.001705364,0.003478758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003741774,0.0004255947,0.06002467,0.00009368804,0.000005310128,0.001163618,0.8983124,0.00004916377,0.001156438,0.002331633,0.005689703,0.03071038],"study_design_scores_gemma":[0.000004185275,0.0000830538,0.01959923,0.00006917692,0.000003846872,0.0001025946,0.9677923,0.00004190802,0.0001409965,0.0001490805,0.01200519,0.000008383834],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682902,0.0003665213,0.0003986698,0.01034088,0.00008379995,0.00002639736,0.00004255597,0.00001121067,0.02043984],"genre_scores_gemma":[0.9908447,0.0004440411,0.0001989911,0.001850789,0.00004787957,0.00002114835,0.0000307088,0.000008786667,0.006552993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567486,"threshold_uncertainty_score":0.03116727,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics","authors":[{"name":"Ilana Stonebraker","is_ca":false},{"name":"Anna Milholland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03593271435656159,"gpt":0.2422191878925714,"spread":0.2062864735360098,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06398642,0.001032708,0.001584591,0.01328298,0.01683964,0.01623725,0.005689871,0.01194812,0.1113066],"category_scores_gemma":[0.2305061,0.002435945,0.00178772,0.007445458,0.003127349,0.01028161,0.01204887,0.009369073,0.08024992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01396723,"about_ca_system_score_gemma":0.09095021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05083537,"about_ca_topic_score_gemma":0.149387,"domain_scores_codex":[0.9486907,0.01425,0.01009542,0.001170782,0.02031611,0.005476987],"domain_scores_gemma":[0.6223554,0.05482225,0.0138144,0.008429494,0.2598316,0.04074678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004275356,0.0001025921,0.001156379,0.0003599365,0.000005007752,0.00007568959,0.0006425343,0.00004296685,0.0001558065,0.001950382,0.9707464,0.0247196],"study_design_scores_gemma":[0.00005161703,0.00006362757,0.006237451,0.00133288,0.00001292544,0.00008811853,0.003147569,0.00007226125,0.0001984561,0.001215107,0.987491,0.00008900679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.01872444,0.005481262,0.02487882,0.3315609,0.03338632,0.03887534,0.02342648,0.009167621,0.5144988],"genre_scores_gemma":[0.05026584,0.005310885,0.09758323,0.09085187,0.00529076,0.06415245,0.02884276,0.00323333,0.6544689],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9837627,"threshold_uncertainty_score":0.3723577,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Mihoko Hosoi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05653202496427922,"gpt":0.266038156502284,"spread":0.2095061315380048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004501537,0.0002849026,0.0003478333,0.00263068,0.002223104,0.0050619,0.001055098,0.001033888,0.01145603],"category_scores_gemma":[0.02031929,0.0004270473,0.0003435429,0.003901064,0.0007193225,0.002660953,0.003206218,0.00171128,0.004063465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002842694,"about_ca_system_score_gemma":0.001211046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007349478,"about_ca_topic_score_gemma":0.01526915,"domain_scores_codex":[0.9960452,0.001137167,0.000268976,0.0003517591,0.001489598,0.0007074217],"domain_scores_gemma":[0.9763244,0.00777192,0.00760917,0.001093484,0.003126531,0.004074489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002089294,0.001050002,0.6460549,0.0006478382,0.0001410486,0.002847115,0.03502156,0.0008364554,0.002342821,0.005835234,0.09579501,0.2073387],"study_design_scores_gemma":[0.00005061754,0.0006275401,0.7653561,0.0002571988,0.00005592643,0.001105864,0.05111745,0.001052712,0.002360618,0.0009533156,0.1768821,0.0001804711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9552842,0.001055195,0.0006327705,0.002100403,0.0002381949,0.0002077048,0.00457275,0.0003405032,0.03556821],"genre_scores_gemma":[0.9760243,0.0005253431,0.00109124,0.00134115,0.0003075011,0.0001809114,0.002484095,0.000172224,0.01787312],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01145603,"threshold_uncertainty_score":0.0383243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Kathleen Dreyer","is_ca":false},{"name":"Nisa Bakkalbasi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02641632190764311,"gpt":0.2242759176402217,"spread":0.1978595957325786,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007120326,0.0006715683,0.0006682678,0.007981106,0.008766565,0.007719045,0.00172335,0.001357063,0.0207637],"category_scores_gemma":[0.01259863,0.0004887235,0.0004037228,0.003833055,0.001621616,0.002438028,0.004473952,0.002902246,0.007982461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282805,"about_ca_system_score_gemma":0.02152152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1095335,"about_ca_topic_score_gemma":0.3189093,"domain_scores_codex":[0.9935662,0.0007453039,0.0002873208,0.000351922,0.004014552,0.001034559],"domain_scores_gemma":[0.952952,0.0005400205,0.000947919,0.0008951348,0.03032339,0.01434144],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001833723,0.002073823,0.08370609,0.0002570068,0.00002098847,0.0004765619,0.01178819,0.000403788,0.003391096,0.003892216,0.5981786,0.2956282],"study_design_scores_gemma":[0.00001062125,0.000288635,0.2674042,0.0002414498,0.00001061161,0.0001700138,0.01462932,0.000335077,0.002108188,0.001045211,0.7136857,0.00007097387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4655032,0.007264634,0.01036714,0.09428087,0.02327863,0.002997058,0.01130753,0.001260779,0.3837402],"genre_scores_gemma":[0.4085235,0.003998712,0.004966478,0.008366216,0.002662945,0.001099729,0.005401068,0.0003968913,0.5645845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928797,"threshold_uncertainty_score":0.2177919,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Academic library; Library science; Business; Public relations; Political science; Sociology; Computer science","authors":[{"name":"Greg Fleming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01924190182111097,"gpt":0.2416450335500616,"spread":0.2224031317289506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103122,0.0003346644,0.0006074214,0.009607928,0.0007185048,0.006014422,0.0008656246,0.001253988,0.005073404],"category_scores_gemma":[0.04083369,0.0002859873,0.0007847202,0.01640786,0.0007608791,0.004269903,0.001448743,0.001384,0.002065362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003164285,"about_ca_system_score_gemma":0.00709179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288833,"about_ca_topic_score_gemma":0.04079811,"domain_scores_codex":[0.9929491,0.001023245,0.001253687,0.0004414662,0.003850858,0.000481579],"domain_scores_gemma":[0.9201872,0.01623925,0.0208914,0.0006957887,0.03750155,0.004484723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003917557,0.00007010378,0.08727426,0.01601388,0.0002832391,0.0004432881,0.002420414,0.0001768644,0.000765292,0.002372647,0.5189064,0.3708819],"study_design_scores_gemma":[0.00001082946,0.0001386823,0.1993103,0.00721761,0.0001978616,0.001114949,0.004345596,0.0001035263,0.0005093671,0.000215071,0.7867817,0.00005451498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03611773,0.8411624,0.0004683062,0.06408738,0.006897566,0.0001264369,0.02238881,0.0002432441,0.02850799],"genre_scores_gemma":[0.2089313,0.7175686,0.001537689,0.02389332,0.005427556,0.0002965317,0.02831858,0.0002286687,0.01379769],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01288833,"threshold_uncertainty_score":0.05453676,"prediction_status":"machine_predicted_unvalidated"},"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":"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"André Lohisse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2425393520432917,"gpt":0.3489493188778539,"spread":0.1064099668345622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.06027366,0.0005714096,0.001435365,0.01233332,0.009251084,0.01747705,0.002681263,0.005287545,0.005197616],"category_scores_gemma":[0.1238094,0.0009006204,0.0005140053,0.01192684,0.004091717,0.0102779,0.008962126,0.003097348,0.00235727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425869,"about_ca_system_score_gemma":0.03584089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02700274,"about_ca_topic_score_gemma":0.06184468,"domain_scores_codex":[0.9468101,0.03202376,0.003334453,0.001872594,0.01099471,0.004964268],"domain_scores_gemma":[0.8257645,0.06879223,0.01828058,0.002780484,0.04623885,0.03814328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002738361,0.0003828502,0.118561,0.008272219,0.0001611422,0.003668997,0.4831829,0.0001747439,0.001401632,0.00604836,0.1138834,0.263989],"study_design_scores_gemma":[0.0000418761,0.0004037239,0.06942026,0.003503103,0.00007223634,0.001322118,0.653402,0.00007327447,0.0004396049,0.001385162,0.2698181,0.0001185991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4181188,0.1400163,0.001060682,0.3990381,0.002388739,0.0005145801,0.001167337,0.0002063725,0.03748908],"genre_scores_gemma":[0.7809132,0.1215726,0.005947426,0.06759416,0.002281845,0.001437882,0.0009969221,0.0001362881,0.01911967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.982523,"threshold_uncertainty_score":0.3187614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Process (computing); Business development; Computer science; Knowledge management; Business; Process management; World Wide Web; Marketing","authors":[{"name":"Annette Buckley","is_ca":false},{"name":"Kara Van Abel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04458437478200553,"gpt":0.2737797472175749,"spread":0.2291953724355694,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009802895,0.0004349629,0.0004345659,0.005357162,0.0009949555,0.003532739,0.001693048,0.00121019,0.03757839],"category_scores_gemma":[0.02462286,0.0005039212,0.0006832012,0.003919398,0.0007008481,0.00471137,0.005528607,0.001454592,0.02627428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009661102,"about_ca_system_score_gemma":0.003518925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007878153,"about_ca_topic_score_gemma":0.001833524,"domain_scores_codex":[0.9936813,0.002729297,0.0006659675,0.0003297526,0.002223861,0.0003697433],"domain_scores_gemma":[0.9833698,0.005102088,0.002249576,0.001797241,0.004697413,0.002783789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001625155,0.0002212284,0.001227243,0.00283134,0.00003372634,0.00006492806,0.0005130328,0.00007123945,0.001311896,0.007355858,0.1697236,0.8164833],"study_design_scores_gemma":[0.00004535023,0.0001776226,0.002046396,0.0008893794,0.00002688976,0.0002490429,0.0001859899,0.00007898247,0.001309464,0.0005200863,0.9944504,0.00002044776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05222363,0.1875152,0.1349281,0.0257362,0.009779255,0.007322812,0.006760691,0.05775286,0.5179812],"genre_scores_gemma":[0.1570573,0.1116863,0.3142411,0.02278315,0.003100713,0.005244851,0.01541548,0.004083136,0.366388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9964672,"threshold_uncertainty_score":0.1257123,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Advice (programming); Medical education; Management; Business; Public relations; Psychology; Sociology; Political science; Computer science; Medicine; Economics","authors":[{"name":"Alice Kalinowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05159156108847567,"gpt":0.2797015012812697,"spread":0.2281099401927941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01491204,0.001444263,0.001587821,0.005306016,0.006371207,0.008972178,0.001890803,0.01055792,0.131987],"category_scores_gemma":[0.08168087,0.001327232,0.001405125,0.004484664,0.001824165,0.007857301,0.005779129,0.01167558,0.1616893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002338544,"about_ca_system_score_gemma":0.01085356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903023,"about_ca_topic_score_gemma":0.01594055,"domain_scores_codex":[0.98471,0.005786051,0.001192203,0.0005926049,0.00653827,0.00118077],"domain_scores_gemma":[0.8643641,0.02905565,0.006393956,0.006327146,0.06254105,0.03131807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002493493,0.00009920628,0.000376789,0.00008267663,0.000004509372,0.00006816266,0.0003111836,0.00001879785,0.0001982681,0.0001842967,0.9598134,0.0388177],"study_design_scores_gemma":[0.00006184518,0.00004359685,0.00201523,0.000368739,0.00001464635,0.0002602399,0.0029825,0.0000960986,0.0001619259,0.001399171,0.9925537,0.00004229623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005437366,0.0181015,0.00940175,0.74209,0.03922543,0.0009482938,0.001187567,0.009248965,0.1743591],"genre_scores_gemma":[0.01992111,0.01543707,0.04569698,0.2979971,0.04707101,0.001388255,0.001808627,0.003116629,0.5675633],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.131987,"threshold_uncertainty_score":0.4415406,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[{"name":"Nancy Lovas","is_ca":false},{"name":"Amanda Kraft","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1514782380103499,"gpt":0.2624015599177553,"spread":0.1109233219074053,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001008829,0.001028444,0.001226172,0.003362669,0.002568284,0.005650221,0.001240716,0.003336867,0.8856155],"category_scores_gemma":[0.004446566,0.000785099,0.0008395922,0.002013507,0.0005222769,0.00156143,0.00230271,0.002158405,0.9028699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008802661,"about_ca_system_score_gemma":0.003101498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005521551,"about_ca_topic_score_gemma":0.01764204,"domain_scores_codex":[0.9991817,0.0000702216,0.00003473007,0.0001198636,0.0004461052,0.0001473699],"domain_scores_gemma":[0.9973118,0.0003534294,0.0001100906,0.0002050496,0.001097576,0.0009220568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003911587,0.00006292086,0.0000981089,0.00007355576,0.00000311211,0.00002539792,0.000009208276,0.00002568221,0.0002666439,0.0007630484,0.959296,0.03933708],"study_design_scores_gemma":[0.00002995645,0.00003718798,0.0006704701,0.00007405516,0.000006285241,0.00002965976,0.00002898411,0.00008919538,0.00009832352,0.0003204385,0.9986086,0.000006977639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000454912,0.0008539851,0.0004584652,0.002043801,0.004366705,0.0002972166,0.002018213,0.000818669,0.9886879],"genre_scores_gemma":[0.0003473639,0.0001739038,0.00006986931,0.0004581392,0.0002767523,0.00003841099,0.000490043,0.00008817202,0.9980573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1143845,"threshold_uncertainty_score":0.1631556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387387591","doi":"10.3998/ticker.5032","title":"Pivot &amp; Pitch: Bringing Business &amp; 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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Business; Computer science; Finance","authors":[{"name":"R. A. L. Smith","is_ca":false},{"name":"Christina Sheley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07232042139471369,"gpt":0.3006473873334921,"spread":0.2283269659387784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006417689,0.0005325736,0.0004418182,0.003606568,0.004542152,0.01881243,0.001633947,0.006875847,0.09038039],"category_scores_gemma":[0.01508717,0.0004927167,0.0005796015,0.002178211,0.002437771,0.009146349,0.005138188,0.0048735,0.04839038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002594248,"about_ca_system_score_gemma":0.01734055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006958664,"about_ca_topic_score_gemma":0.02512734,"domain_scores_codex":[0.9952916,0.0005690614,0.0001742385,0.0002770497,0.002947428,0.0007405644],"domain_scores_gemma":[0.9830856,0.002159995,0.0006746336,0.0007919117,0.005053705,0.00823407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009921759,0.00002960706,0.00007736397,0.00009249865,0.000002672066,0.00003177028,0.00005548762,0.00001384347,0.0001398995,0.004122132,0.9637603,0.03166457],"study_design_scores_gemma":[0.00001211793,0.00002559675,0.0003809009,0.0001020989,0.000004407713,0.0000238373,0.0001900136,0.00004013416,0.0001538452,0.001023505,0.9980343,0.000009175763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002925447,0.02574068,0.00514087,0.342,0.1024675,0.0005322252,0.0008861749,0.003599757,0.5167074],"genre_scores_gemma":[0.01809385,0.01645831,0.004569929,0.05995126,0.01760199,0.000165534,0.0009824572,0.000736742,0.8814399],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9811876,"threshold_uncertainty_score":0.3023525,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Library science; Computer science","authors":[{"name":"Greg Fleming","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0372347674632736,"gpt":0.2350416623937581,"spread":0.1978068949304845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01390878,0.0005787988,0.0009754095,0.01075748,0.003714422,0.01343517,0.001866221,0.001912291,0.005778759],"category_scores_gemma":[0.09914751,0.0006613195,0.000563936,0.01127406,0.00243972,0.01158714,0.003510703,0.004171977,0.003212968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002607902,"about_ca_system_score_gemma":0.007631994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227976,"about_ca_topic_score_gemma":0.02732798,"domain_scores_codex":[0.9842556,0.004849124,0.001462293,0.001614094,0.007317191,0.000501586],"domain_scores_gemma":[0.9072573,0.05760228,0.006139904,0.004884151,0.02013801,0.003978404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001883077,0.0001641384,0.02709612,0.0008548916,0.0001234455,0.0001409845,0.002243656,0.0003390053,0.001273069,0.005066108,0.2421623,0.720348],"study_design_scores_gemma":[0.0001211202,0.0002265258,0.08370156,0.005789703,0.0004083107,0.0007548506,0.01705012,0.0168072,0.00707381,0.08097791,0.7868592,0.0002297727],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1993754,0.08093985,0.09683075,0.4730614,0.01688515,0.0009100715,0.01868139,0.01232255,0.1009934],"genre_scores_gemma":[0.6498672,0.03792724,0.1597417,0.0545924,0.01774847,0.001009091,0.02074689,0.004355911,0.05401107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9865648,"threshold_uncertainty_score":0.0735575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387387592","doi":"10.3998/ticker.5029","title":"From Solo to Duo “Business” Librarianship: Case Studies at CMU &amp; 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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ryan Splenda","is_ca":false},{"name":"Erin Wachowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2307583201407755,"gpt":0.3887326305751684,"spread":0.1579743104343929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01782577,0.0002662965,0.0004137892,0.003184044,0.05023702,0.01935999,0.002553676,0.009468135,0.01504201],"category_scores_gemma":[0.03065574,0.0006315429,0.0005918725,0.005010199,0.01657016,0.01070063,0.01218812,0.00856073,0.001891271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01109339,"about_ca_system_score_gemma":0.01944929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0299744,"about_ca_topic_score_gemma":0.1276166,"domain_scores_codex":[0.9744874,0.01777477,0.000513049,0.0008667409,0.002288303,0.004069744],"domain_scores_gemma":[0.9606081,0.02508785,0.001510733,0.001169434,0.002275161,0.009348772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003676383,0.002504038,0.04427937,0.0004526447,0.00005137441,0.01621316,0.4820983,0.0002942072,0.0005173633,0.2459041,0.1165896,0.09072826],"study_design_scores_gemma":[0.00008517283,0.0002560225,0.008943017,0.0005285932,0.0000346616,0.002865612,0.776871,0.0002594484,0.0005642693,0.01061283,0.1989317,0.00004757085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6458344,0.00408786,0.001400262,0.09069202,0.0005931445,0.0002035159,0.00009240215,0.00005798084,0.2570384],"genre_scores_gemma":[0.9640662,0.00113232,0.0006084549,0.01089058,0.0001265946,0.00007960454,0.00003162261,0.00003788494,0.02302672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.98064,"threshold_uncertainty_score":0.09427279,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"HD McKay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04737804526920916,"gpt":0.2806908304158152,"spread":0.233312785146606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003524661,0.001047481,0.00101908,0.002490007,0.003598363,0.01225688,0.001801413,0.004906099,0.5954764],"category_scores_gemma":[0.01074987,0.0006573093,0.0008845048,0.002402138,0.0007095612,0.004931509,0.003901957,0.005870735,0.5267906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002693867,"about_ca_system_score_gemma":0.009052997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691634,"about_ca_topic_score_gemma":0.009884553,"domain_scores_codex":[0.9965047,0.0003400586,0.0001166929,0.0003889408,0.002067821,0.000581883],"domain_scores_gemma":[0.9920508,0.0005992613,0.000247727,0.0007454883,0.004297159,0.002059504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001314035,0.00001037692,0.00002820483,0.00003426112,6.899782e-7,0.000007515325,0.000007439629,0.000009606592,0.00004281574,0.001922897,0.9872434,0.01067972],"study_design_scores_gemma":[0.000004038864,0.000009154247,0.0001686556,0.00004255933,0.000001159538,0.000006249493,0.00003133526,0.0000126504,0.00003911375,0.0003840966,0.9992975,0.000003393457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004131121,0.004120869,0.0006944828,0.03073283,0.1075247,0.0002800588,0.002241075,0.000729615,0.8532633],"genre_scores_gemma":[0.001159155,0.001265956,0.0001644872,0.002413893,0.004341493,0.0001468303,0.0009656902,0.0002119476,0.9893305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5954764,"threshold_uncertainty_score":0.5770037,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Melissa Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08350464065328383,"gpt":0.3413520540955646,"spread":0.2578474134422807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00203507,0.0003110411,0.0005383855,0.005177232,0.0127042,0.01530423,0.0009750457,0.005110867,0.05206556],"category_scores_gemma":[0.008260758,0.0005409069,0.0003743187,0.008256716,0.006159267,0.009384816,0.005698508,0.005663656,0.003467418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01356068,"about_ca_system_score_gemma":0.01582736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.289741,"about_ca_topic_score_gemma":0.5342898,"domain_scores_codex":[0.9984766,0.0003772889,0.00007588346,0.000135032,0.0003458082,0.000589388],"domain_scores_gemma":[0.9977458,0.0006719162,0.0003028753,0.000196639,0.0006268424,0.0004559636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000169622,0.00003248621,0.003736363,0.001036294,0.00004601125,0.0007753145,0.01147342,0.0001338065,0.0009613582,0.4093838,0.5069402,0.06531125],"study_design_scores_gemma":[0.000008988633,0.000005119577,0.00546388,0.0003406869,0.00001184846,0.00006092409,0.006873162,0.00002266947,0.0001181381,0.003573623,0.9835066,0.000014396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03657813,0.1046809,0.0009387186,0.4839459,0.006130164,0.0001476161,0.001071372,0.0002615507,0.3662456],"genre_scores_gemma":[0.287545,0.05042561,0.001285041,0.110051,0.001720099,0.0001880733,0.0006377096,0.0002950368,0.5478524],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9846958,"threshold_uncertainty_score":0.5761091,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","authors":[{"name":"Moninder Lalli","is_ca":true},{"name":"Robbi De Peri","is_ca":false},{"name":"Carlos José Chavarría Valenzuela","is_ca":false},{"name":"Nydia Sánchez García","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04040389248946613,"gpt":0.386211259164307,"spread":0.3458073666748409,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03595934,0.0006792552,0.0005917837,0.002542201,0.00754069,0.01387828,0.002495066,0.008477204,0.02954233],"category_scores_gemma":[0.04920319,0.0006100159,0.0005906178,0.002453995,0.001790402,0.01014748,0.01730805,0.008621398,0.01155562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566072,"about_ca_system_score_gemma":0.06438743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005450983,"about_ca_topic_score_gemma":0.01939,"domain_scores_codex":[0.9815924,0.005897512,0.00106135,0.001206828,0.005105075,0.005136793],"domain_scores_gemma":[0.8249421,0.009786572,0.005691991,0.003391834,0.03551293,0.1206746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001540878,0.000456786,0.003940126,0.0004299863,0.00002904926,0.0002604417,0.0009168904,0.00005421654,0.0007614798,0.008020552,0.8214162,0.1635601],"study_design_scores_gemma":[0.000112372,0.0001807659,0.005345808,0.0007540979,0.00003103587,0.0001397492,0.004622199,0.0000751945,0.0003610472,0.001817262,0.9865448,0.00001562458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01534916,0.03003318,0.002990423,0.7940768,0.04791814,0.0005771326,0.0003222504,0.0004455388,0.1082873],"genre_scores_gemma":[0.1807172,0.04775907,0.01404051,0.4183759,0.02950964,0.001402735,0.001814911,0.000467426,0.3059126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03595934,"threshold_uncertainty_score":0.1901735,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","authors":[{"name":"Georgette Nicolosi","is_ca":false},{"name":"Lauren Reiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07395932697174253,"gpt":0.3253493957089488,"spread":0.2513900687372063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0173155,0.0002715139,0.0006849745,0.02378025,0.01141676,0.02777982,0.001751069,0.004373194,0.02574717],"category_scores_gemma":[0.09243982,0.000877495,0.0004721313,0.02120132,0.007289171,0.009772102,0.006844831,0.004890782,0.008727698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007382513,"about_ca_system_score_gemma":0.007499986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01765782,"about_ca_topic_score_gemma":0.05452576,"domain_scores_codex":[0.9672789,0.004976286,0.002250661,0.001824826,0.02085261,0.002816698],"domain_scores_gemma":[0.8019017,0.08657897,0.03697539,0.009678192,0.04964858,0.01521714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005133128,0.0002655188,0.06466396,0.002326616,0.000153216,0.002793113,0.02010275,0.00009939177,0.004896914,0.07379446,0.7058885,0.1245023],"study_design_scores_gemma":[0.00003545999,0.00007247227,0.0850333,0.0008169495,0.0000748804,0.0007721704,0.01487704,0.0001594362,0.002359274,0.001976896,0.8937397,0.00008236938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1612231,0.02480646,0.001774426,0.1344153,0.01596364,0.000298059,0.007862,0.0009165314,0.6527404],"genre_scores_gemma":[0.6700023,0.009600268,0.002047591,0.05297541,0.0127655,0.0002332193,0.00501013,0.0007970207,0.2465686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02777982,"threshold_uncertainty_score":0.09157419,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Business","authors":[{"name":"Meg Trauner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04185974386168085,"gpt":0.2281417300227713,"spread":0.1862819861610904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002534826,0.0006944047,0.0004682703,0.004331877,0.002671748,0.01236746,0.001766039,0.007503713,0.03688482],"category_scores_gemma":[0.005983997,0.0004888782,0.0005554826,0.005912977,0.003486862,0.01101654,0.004677154,0.006648018,0.0203206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005912929,"about_ca_system_score_gemma":0.008128233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398522,"about_ca_topic_score_gemma":0.01652559,"domain_scores_codex":[0.996806,0.0006368187,0.0002166811,0.0003150374,0.001620172,0.0004052338],"domain_scores_gemma":[0.9947754,0.001182179,0.0003687184,0.0001888733,0.002340568,0.001144252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008621734,0.00003587569,0.0001425304,0.0005249005,0.000002617476,0.00005893201,0.0002059532,0.00006559505,0.00009913628,0.04081381,0.8907326,0.06730946],"study_design_scores_gemma":[0.000001420674,0.000006013586,0.0002120329,0.0002975511,9.307423e-7,0.00003692502,0.00008096878,0.000008120544,0.00001317035,0.00133119,0.9980078,0.000003859586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.0009972838,0.3796291,0.002358363,0.2723396,0.08070315,0.0002546599,0.0006621691,0.0003566855,0.2626989],"genre_scores_gemma":[0.01186222,0.3683797,0.002803562,0.1903195,0.06489449,0.0003415476,0.001043541,0.0002989938,0.3600564],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03688482,"threshold_uncertainty_score":0.123392,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Risk management; Vendor; Risk assessment; Adventure; Relation (database)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0189097642306484,"gpt":0.2763824243201243,"spread":0.2574726600894759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004250948,0.0002802949,0.0004482092,0.002858485,0.001261987,0.007047039,0.001009622,0.002650841,0.0118026],"category_scores_gemma":[0.02058491,0.0002537189,0.0004838841,0.004038177,0.002969167,0.008197096,0.001829459,0.003494484,0.001074635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628957,"about_ca_system_score_gemma":0.002619508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004744124,"about_ca_topic_score_gemma":0.01071913,"domain_scores_codex":[0.9972908,0.001205594,0.0001563113,0.0001385507,0.00103093,0.0001777161],"domain_scores_gemma":[0.9719861,0.01832734,0.00260707,0.0008301377,0.004591323,0.00165811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001377045,0.0002674502,0.00940015,0.0024377,0.0001547293,0.0004265092,0.002303276,0.0008971196,0.0002211454,0.1744134,0.1440062,0.6653346],"study_design_scores_gemma":[0.00003843041,0.0002168393,0.0195074,0.008117277,0.0001595316,0.00113714,0.005432988,0.001110358,0.0003578617,0.1059948,0.8578458,0.00008154392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02470021,0.8048962,0.005602824,0.09369328,0.005114513,0.00002819061,0.0001080255,0.00005427563,0.06580243],"genre_scores_gemma":[0.2674626,0.6631328,0.00362489,0.01355962,0.01117666,0.00003716288,0.000186904,0.00006165569,0.04075775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0118026,"threshold_uncertainty_score":0.03948355,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Group (periodic table); Academic library; Business information; Work (physics); Information system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02720402417220606,"gpt":0.2563217056807496,"spread":0.2291176815085436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004195055,0.0006285156,0.0004554286,0.005713687,0.001074767,0.008464443,0.001024519,0.003255201,0.02270538],"category_scores_gemma":[0.008034047,0.0003520883,0.0007136647,0.01415299,0.0004145281,0.004154482,0.001823345,0.002345636,0.01092606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003635249,"about_ca_system_score_gemma":0.01033483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03324932,"about_ca_topic_score_gemma":0.06144935,"domain_scores_codex":[0.9971651,0.0001667615,0.0002963159,0.0001828041,0.00163767,0.0005511993],"domain_scores_gemma":[0.9841681,0.001168372,0.002999424,0.0001676948,0.008181487,0.003314967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007344358,0.00006373774,0.007261568,0.0005600668,0.0000106471,0.00004921908,0.0001149669,0.00007944697,0.0001250694,0.0006298018,0.9442233,0.04680878],"study_design_scores_gemma":[0.00002334878,0.00006746568,0.09306313,0.0004853825,0.0000320931,0.00009527125,0.001244329,0.0002125251,0.0003556859,0.0002190878,0.9041703,0.00003156043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04501663,0.1023777,0.001006265,0.4773326,0.05301486,0.0004773767,0.1042201,0.001820748,0.2147337],"genre_scores_gemma":[0.1889838,0.1925068,0.004039911,0.09986287,0.06473196,0.0007438177,0.1082612,0.0007778489,0.3400917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9915355,"threshold_uncertainty_score":0.07595706,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05280885244091549,"gpt":0.2444555677593999,"spread":0.1916467153184844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002139564,0.0005587536,0.0004095948,0.001671652,0.001658331,0.00548132,0.00158609,0.002031977,0.548631],"category_scores_gemma":[0.008461971,0.0002448988,0.0005081284,0.001532027,0.0007004284,0.002630598,0.002965944,0.001827779,0.4177015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175105,"about_ca_system_score_gemma":0.003699714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004030971,"about_ca_topic_score_gemma":0.00487347,"domain_scores_codex":[0.9982226,0.0002638842,0.0000760077,0.0003375367,0.0008851165,0.0002147633],"domain_scores_gemma":[0.9958289,0.0005853383,0.0001766264,0.0004866957,0.001996295,0.0009260716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000459308,0.00003890899,0.0006141185,0.0001519685,0.000003426785,0.00007226467,0.000205931,0.00006442302,0.0002639858,0.0259958,0.8310748,0.1414684],"study_design_scores_gemma":[0.000003103197,0.000008285882,0.0003252302,0.00007062418,0.000001223187,0.00004130121,0.00007835843,0.00001572687,0.00006165193,0.002106421,0.9972848,0.000003290608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001747077,0.003452781,0.007043767,0.02104952,0.01222881,0.000338722,0.00759923,0.001420726,0.9451193],"genre_scores_gemma":[0.008363741,0.002446076,0.003760912,0.007749709,0.002847361,0.0002733609,0.006040564,0.000522951,0.9679953],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.451369,"threshold_uncertainty_score":0.643823,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ash Faulkner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1097040239061691,"gpt":0.3286268671010688,"spread":0.2189228431948997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186259,0.0009910937,0.0005925092,0.002783846,0.004506185,0.0105086,0.001549389,0.003531687,0.7464271],"category_scores_gemma":[0.01221097,0.0005159422,0.0008195528,0.001787413,0.001201917,0.007000477,0.009000561,0.00414328,0.6767899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069937,"about_ca_system_score_gemma":0.003866916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002385107,"about_ca_topic_score_gemma":0.006232239,"domain_scores_codex":[0.9974661,0.0005164917,0.00009296872,0.0003723696,0.001091687,0.0004603728],"domain_scores_gemma":[0.9922375,0.0009154113,0.0002915002,0.001154882,0.00240162,0.002999098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001449085,0.00002343908,0.0002139465,0.00004627093,0.000002607138,0.00004017927,0.0001549726,0.00001316141,0.0001268982,0.005092202,0.9256011,0.06867078],"study_design_scores_gemma":[0.00000208126,0.000005875217,0.0001128871,0.00003740027,0.000001583863,0.00003579561,0.000206861,0.00001184263,0.00003520423,0.00129712,0.9982495,0.000003811325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006633221,0.0009677163,0.00249412,0.01463168,0.007931089,0.0001025183,0.0005123682,0.002095047,0.9706021],"genre_scores_gemma":[0.002829768,0.0007275726,0.0008609701,0.007226977,0.0013702,0.0000735931,0.0005656698,0.0006772106,0.9856679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2535729,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ash Faulkner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06557264068118043,"gpt":0.3307185857395202,"spread":0.2651459450583398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002684031,0.000566,0.0004157161,0.001721781,0.002032541,0.006483651,0.001755888,0.002771963,0.4919768],"category_scores_gemma":[0.01012008,0.0002783646,0.0005676718,0.001397511,0.0008469461,0.003029148,0.003198875,0.002245704,0.3514539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231922,"about_ca_system_score_gemma":0.004841918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944925,"about_ca_topic_score_gemma":0.00626667,"domain_scores_codex":[0.9977531,0.0003485517,0.00009070722,0.0004380394,0.001058882,0.0003107029],"domain_scores_gemma":[0.9946551,0.000774644,0.0002249494,0.0005770387,0.002545077,0.001223194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005417809,0.00005837514,0.0008908114,0.000166899,0.000004109091,0.0001021727,0.0003283456,0.00006633355,0.0002881497,0.03515325,0.8203736,0.1425138],"study_design_scores_gemma":[0.000003733733,0.00001038491,0.0004407521,0.00009038894,0.000001349303,0.00004877536,0.0001278076,0.00001715324,0.00006416887,0.002156704,0.997035,0.000003735172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002133104,0.003473348,0.006020485,0.03101049,0.01168981,0.0003679384,0.005160685,0.001199899,0.9389443],"genre_scores_gemma":[0.01109563,0.002364037,0.003370939,0.01275096,0.003048599,0.0002820788,0.004152343,0.0004212332,0.9625142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5080232,"threshold_uncertainty_score":0.7246335,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Chemistry","authors":[{"name":"Ash Faulkner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09697328304541608,"gpt":0.3356664378960236,"spread":0.2386931548506075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00272433,0.0005650788,0.0004269023,0.001772614,0.002020498,0.006603543,0.001749764,0.002821345,0.4906624],"category_scores_gemma":[0.01041776,0.0002821968,0.000574209,0.001429799,0.0008412123,0.003061956,0.003192031,0.002279266,0.3516327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322148,"about_ca_system_score_gemma":0.004817633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485934,"about_ca_topic_score_gemma":0.006188322,"domain_scores_codex":[0.9977246,0.0003530725,0.00009314885,0.0004388602,0.001077052,0.0003132476],"domain_scores_gemma":[0.9944665,0.0007998862,0.0002341128,0.0005915702,0.002643866,0.001264112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005299925,0.00005683653,0.0008454589,0.0001639508,0.000004024635,0.00009895286,0.0003095125,0.000063361,0.0002787111,0.03315647,0.8277779,0.1371918],"study_design_scores_gemma":[0.000003735851,0.00001037475,0.0004374076,0.00009059153,0.000001341242,0.0000488047,0.0001238793,0.00001697808,0.00006281732,0.002098131,0.9971022,0.000003733957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002111835,0.003673594,0.005957954,0.03246661,0.01265922,0.0003741074,0.00517225,0.001225661,0.9363588],"genre_scores_gemma":[0.01078166,0.002426063,0.003263725,0.01304633,0.00327405,0.0002773438,0.004020239,0.0004198867,0.9624906],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4906624,"threshold_uncertainty_score":0.7265083,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Kyle K. Courtney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07553374071570111,"gpt":0.2449473526886469,"spread":0.1694136119729458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040472,0.001080903,0.0009432174,0.002869011,0.005402884,0.01183474,0.005317229,0.01129464,0.168517],"category_scores_gemma":[0.04150539,0.000929249,0.001647889,0.002432114,0.007660997,0.02384319,0.006175705,0.007860797,0.05019329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00430065,"about_ca_system_score_gemma":0.005999184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00551876,"about_ca_topic_score_gemma":0.004391012,"domain_scores_codex":[0.9889917,0.004300244,0.0003061926,0.001907703,0.002899948,0.001594201],"domain_scores_gemma":[0.9767769,0.009306807,0.001314196,0.006879775,0.003964053,0.001758335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006604812,0.00006294836,0.0002215924,0.00004347761,0.000008294279,0.000181818,0.0005100597,0.001740847,0.0002221679,0.9630646,0.02335154,0.01052667],"study_design_scores_gemma":[0.0001668336,0.0001228705,0.0002407207,0.0001190854,0.00003770525,0.0006923277,0.001427421,0.0233017,0.0007907472,0.7349259,0.2380921,0.00008271854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01477336,0.0005459395,0.15897,0.03865295,0.0016176,0.0006475162,0.0009739118,0.00167218,0.7821466],"genre_scores_gemma":[0.4131705,0.0008522038,0.03205305,0.008164205,0.001486778,0.0009986059,0.0005063633,0.0008766408,0.5418917],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.168517,"threshold_uncertainty_score":0.5637456,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medical education; Process management; Business; Medicine","authors":[{"name":"Carolyn Klotzbach-Russell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04834791344309579,"gpt":0.3418711730193699,"spread":0.2935232595762741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004818425,0.000500348,0.0003305413,0.001872209,0.01374446,0.004058416,0.001757754,0.003969739,0.01794167],"category_scores_gemma":[0.008751835,0.0002838322,0.0004800823,0.002727144,0.002764567,0.002687284,0.005994773,0.002897141,0.002065438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004625459,"about_ca_system_score_gemma":0.007500085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00995208,"about_ca_topic_score_gemma":0.03969083,"domain_scores_codex":[0.990676,0.00646114,0.0001820369,0.000506635,0.00086263,0.001311583],"domain_scores_gemma":[0.9923201,0.00323694,0.0005414004,0.0004352383,0.0008264484,0.002639904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005743961,0.00577193,0.06155731,0.001026348,0.0001092452,0.08722825,0.430616,0.002413023,0.002241339,0.1525845,0.1061442,0.1497335],"study_design_scores_gemma":[0.00009991338,0.000631519,0.01470717,0.0007376125,0.00004290898,0.01459488,0.4344742,0.001638585,0.001908408,0.01159047,0.5195247,0.00004961566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6650613,0.001349449,0.01466632,0.02379661,0.000539382,0.001048195,0.000567469,0.0001885207,0.2927829],"genre_scores_gemma":[0.9372658,0.0009531987,0.007596113,0.002230043,0.0001108469,0.0004625391,0.000191773,0.00005248045,0.05113728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794167,"threshold_uncertainty_score":0.06002092,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental science","authors":[{"name":"Cara Cadena","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05720625797324096,"gpt":0.3400417417323475,"spread":0.2828354837591065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242021,0.0008521525,0.0005046767,0.002641567,0.001424508,0.004651985,0.001440931,0.001930831,0.2547871],"category_scores_gemma":[0.006040395,0.0002724659,0.000617028,0.001583358,0.000470782,0.002147727,0.002672388,0.002071034,0.168203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002361014,"about_ca_system_score_gemma":0.006187014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859402,"about_ca_topic_score_gemma":0.01090463,"domain_scores_codex":[0.9977801,0.0002877625,0.000114265,0.0001340727,0.001406368,0.0002773184],"domain_scores_gemma":[0.9960158,0.0002401431,0.0002450905,0.000114477,0.002169002,0.001215414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003071247,0.00003883605,0.0001815372,0.0001981291,0.000005927443,0.00003695619,0.00002933815,0.00002091566,0.000107359,0.001380392,0.9355015,0.06246848],"study_design_scores_gemma":[0.000003982585,0.00001259191,0.0004017003,0.0002228629,0.000002992654,0.00003622716,0.00004694586,0.0000116165,0.00005122031,0.000256591,0.9989506,0.000002702831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002900419,0.1320787,0.001611767,0.06766885,0.2003299,0.0002765416,0.003279081,0.0007312704,0.5911235],"genre_scores_gemma":[0.01043212,0.07865476,0.00159669,0.008561116,0.04155611,0.0003140769,0.004492881,0.0003376305,0.8540547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2547871,"threshold_uncertainty_score":0.8523477,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Wahib Nasrallah","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02533219887024983,"gpt":0.2361347739214548,"spread":0.210802575051205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01128271,0.0003107115,0.0004312305,0.00165219,0.0175744,0.01991723,0.002536004,0.005683187,0.007790198],"category_scores_gemma":[0.02564485,0.0006011901,0.0007798679,0.003716982,0.005935375,0.009435759,0.00577645,0.006414838,0.001905424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009689327,"about_ca_system_score_gemma":0.01067289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05675446,"about_ca_topic_score_gemma":0.1375899,"domain_scores_codex":[0.9907379,0.003187485,0.0003144183,0.0005176762,0.003814167,0.001428428],"domain_scores_gemma":[0.9818419,0.008074115,0.0006387306,0.001185024,0.003343744,0.004916474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002311013,0.001750035,0.02288843,0.0005853472,0.00008174111,0.03294988,0.06084376,0.003739365,0.002802339,0.4951207,0.1852804,0.1937269],"study_design_scores_gemma":[0.00007919316,0.0002610384,0.02482858,0.0005090852,0.00007057362,0.006420497,0.08234021,0.003178407,0.00265949,0.02443847,0.8549964,0.0002180791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4654632,0.005333019,0.005109963,0.1173192,0.0006982932,0.0004200808,0.0002077257,0.00038484,0.4050637],"genre_scores_gemma":[0.8739092,0.005313224,0.01322631,0.01335092,0.0003713237,0.0002162881,0.0002655559,0.0003759441,0.09297126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9800828,"threshold_uncertainty_score":0.1128482,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Scholarship; Vendor; Liability; Data breach; Academic library","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.4152180795521563,"gpt":0.425744235142688,"spread":0.01052615559053166,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.09272167,0.0005502444,0.0007870492,0.003229604,0.01345821,0.03763493,0.004037878,0.01756069,0.0102192],"category_scores_gemma":[0.1741771,0.001000423,0.001087717,0.00342935,0.07091081,0.05707011,0.0148245,0.02330599,0.005072093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0104889,"about_ca_system_score_gemma":0.02588385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008211573,"about_ca_topic_score_gemma":0.009715447,"domain_scores_codex":[0.8674032,0.07922308,0.004309196,0.006369512,0.03902892,0.003666079],"domain_scores_gemma":[0.8324572,0.110905,0.006748531,0.01935449,0.02386306,0.00667183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002119661,0.00002398804,0.0003723475,0.0002402991,0.00001799494,0.0000959735,0.01149401,0.00009470099,0.0001907086,0.7513547,0.1812366,0.05485735],"study_design_scores_gemma":[0.00001326396,0.00001853019,0.0002450761,0.0007317926,0.00001042191,0.0001298393,0.007018181,0.0001106175,0.0002033939,0.1039925,0.8874927,0.00003370052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003032661,0.01813522,0.01626022,0.896139,0.00769294,0.00004506198,0.00004371145,0.0001866318,0.05846445],"genre_scores_gemma":[0.1961927,0.02750021,0.02305592,0.6584893,0.01083666,0.0003340323,0.0001602813,0.0008955832,0.08253537],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9959621,"threshold_uncertainty_score":0.4903649,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ash Faulkner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06557264068118043,"gpt":0.3307185857395202,"spread":0.2651459450583398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002684031,0.000566,0.0004157161,0.001721781,0.002032541,0.006483651,0.001755888,0.002771963,0.4919768],"category_scores_gemma":[0.01012008,0.0002783646,0.0005676718,0.001397511,0.0008469461,0.003029148,0.003198875,0.002245704,0.3514539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231922,"about_ca_system_score_gemma":0.004841918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004944925,"about_ca_topic_score_gemma":0.00626667,"domain_scores_codex":[0.9977531,0.0003485517,0.00009070722,0.0004380394,0.001058882,0.0003107029],"domain_scores_gemma":[0.9946551,0.000774644,0.0002249494,0.0005770387,0.002545077,0.001223194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005417809,0.00005837514,0.0008908114,0.000166899,0.000004109091,0.0001021727,0.0003283456,0.00006633355,0.0002881497,0.03515325,0.8203736,0.1425138],"study_design_scores_gemma":[0.000003733733,0.00001038491,0.0004407521,0.00009038894,0.000001349303,0.00004877536,0.0001278076,0.00001715324,0.00006416887,0.002156704,0.997035,0.000003735172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002133104,0.003473348,0.006020485,0.03101049,0.01168981,0.0003679384,0.005160685,0.001199899,0.9389443],"genre_scores_gemma":[0.01109563,0.002364037,0.003370939,0.01275096,0.003048599,0.0002820788,0.004152343,0.0004212332,0.9625142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5080232,"threshold_uncertainty_score":0.7246335,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Ash Faulkner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04542251462983166,"gpt":0.3290760576083754,"spread":0.2836535429785438,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003042652,0.001145087,0.0008945082,0.004513817,0.001717076,0.006242137,0.001916219,0.00556626,0.5803496],"category_scores_gemma":[0.01253736,0.0005208229,0.001185845,0.001457448,0.000715811,0.002664703,0.002200654,0.004322697,0.400379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001953574,"about_ca_system_score_gemma":0.004228986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002642835,"about_ca_topic_score_gemma":0.004145848,"domain_scores_codex":[0.9969021,0.0002758839,0.0001692085,0.000374617,0.001930501,0.0003476117],"domain_scores_gemma":[0.9874898,0.001626774,0.0006840887,0.0007273238,0.007911555,0.001560443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000923845,0.00001847476,0.00004599259,0.00009386704,0.000001408712,0.00001999317,0.000007789502,0.000009354465,0.00006887818,0.000660709,0.9873905,0.01167379],"study_design_scores_gemma":[0.000008010354,0.00001174557,0.0003190601,0.000129054,0.000002234929,0.00003406022,0.0000112918,0.00001451841,0.00006291691,0.0005006653,0.998902,0.000004514203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005544408,0.006374734,0.001398366,0.08852818,0.3731313,0.0008654047,0.01020454,0.002099744,0.5168433],"genre_scores_gemma":[0.002312059,0.003106999,0.0009528369,0.03805641,0.09953611,0.0003364331,0.004169662,0.0007787189,0.8507508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4196504,"threshold_uncertainty_score":0.5985804,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Corey Seeman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1803060695207093,"gpt":0.3548041342689646,"spread":0.1744980647482553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01592721,0.0007713212,0.0005895504,0.007636209,0.0130659,0.036593,0.002182606,0.003968408,0.01710019],"category_scores_gemma":[0.02233851,0.0007540459,0.0007734903,0.008844892,0.03185619,0.04582491,0.01377245,0.007790371,0.002158281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01441757,"about_ca_system_score_gemma":0.01405576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02181709,"about_ca_topic_score_gemma":0.04629138,"domain_scores_codex":[0.9871164,0.008901832,0.0003400983,0.000507073,0.002143992,0.0009905559],"domain_scores_gemma":[0.9843733,0.009600661,0.0008993254,0.0007022115,0.002842984,0.001581457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002784606,0.00003212467,0.001607557,0.0002026243,0.000009606551,0.0003919471,0.07200924,0.000227224,0.0002857981,0.7837332,0.09911698,0.04235586],"study_design_scores_gemma":[0.00001686942,0.00003643681,0.001410978,0.0004982775,0.000008297987,0.0002762745,0.2399175,0.0006863166,0.0001877581,0.2720163,0.4848807,0.0000642692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05344874,0.008778553,0.03785899,0.4741502,0.001620846,0.0002398742,0.0004422864,0.0004739677,0.4229867],"genre_scores_gemma":[0.836677,0.01028462,0.06098674,0.03569988,0.0007628211,0.0004921335,0.0003875557,0.0005380565,0.05417126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.963407,"threshold_uncertainty_score":0.1046073,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Zoeanna Mayhook","is_ca":false},{"name":"Annette Bochenek","is_ca":false},{"name":"Elizabeth Grauel","is_ca":false},{"name":"Hunter Minser","is_ca":false},{"name":"Terence William O'Neill","is_ca":false},{"name":"Ilana Stonebraker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06241800475400447,"gpt":0.3211853945191551,"spread":0.2587673897651507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06232078,0.0008609725,0.001134736,0.00282743,0.03399277,0.02125516,0.006335973,0.008532209,0.006576344],"category_scores_gemma":[0.09924837,0.001369554,0.000848975,0.003818677,0.01267335,0.01183644,0.01981202,0.01132752,0.001490509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01624105,"about_ca_system_score_gemma":0.01832931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119147,"about_ca_topic_score_gemma":0.0329079,"domain_scores_codex":[0.8966335,0.08220603,0.001650505,0.002787241,0.008180899,0.008541823],"domain_scores_gemma":[0.897782,0.06863007,0.003919549,0.00310527,0.01171137,0.01485176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009542033,0.001150292,0.003689837,0.0003056935,0.00002509409,0.004794166,0.9021285,0.0003543291,0.0008174364,0.01917592,0.02707314,0.0403902],"study_design_scores_gemma":[0.00002672168,0.000213591,0.001329407,0.0002166006,0.00001283641,0.0007277424,0.8981113,0.0003174348,0.0005772866,0.001554405,0.09685226,0.00006037464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461367,0.002136779,0.006984766,0.06649934,0.0009813198,0.0008423991,0.000112805,0.0001534263,0.07615244],"genre_scores_gemma":[0.9652088,0.001736228,0.004329467,0.01087874,0.0002921437,0.00048598,0.0001102995,0.0001948485,0.0167636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06232078,"threshold_uncertainty_score":0.3295878,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Christine Riggle","is_ca":false},{"name":"Mary Samouelian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05585569277624444,"gpt":0.2330558881766876,"spread":0.1772001954004432,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0679561,0.0003894182,0.000934053,0.005717986,0.01676682,0.04576157,0.004112501,0.007038969,0.007158219],"category_scores_gemma":[0.09547604,0.0007363871,0.0005655427,0.006125126,0.02486437,0.03764438,0.01486067,0.00871281,0.003275457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0181383,"about_ca_system_score_gemma":0.05700651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0496623,"about_ca_topic_score_gemma":0.08821522,"domain_scores_codex":[0.9288622,0.04593288,0.00410512,0.002208613,0.01554818,0.00334305],"domain_scores_gemma":[0.9173656,0.03690327,0.00542476,0.005844697,0.02731607,0.007145611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006771133,0.0001197056,0.002889813,0.00220121,0.00005209243,0.0007760666,0.1766738,0.0001277361,0.0003740669,0.2317376,0.2600056,0.3249746],"study_design_scores_gemma":[0.00001616815,0.00004120342,0.001087782,0.001965933,0.00002958542,0.0003261237,0.1181006,0.000073226,0.000340989,0.01679866,0.8611709,0.0000488428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0253894,0.06137794,0.007036897,0.7303036,0.006382375,0.0001649666,0.00005837287,0.0004080615,0.1688784],"genre_scores_gemma":[0.5881144,0.08669026,0.01761685,0.1665798,0.003432054,0.0003371002,0.0002405581,0.001039169,0.1359499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9542384,"threshold_uncertainty_score":0.3593906,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06133299621035149,"gpt":0.3463554242104961,"spread":0.2850224280001447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03170866,0.0006239482,0.001088775,0.002648765,0.02227006,0.01276048,0.00347001,0.006625437,0.003567616],"category_scores_gemma":[0.07798269,0.001005124,0.0008228936,0.001801121,0.006897045,0.005680663,0.01271072,0.01468634,0.002017819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009006846,"about_ca_system_score_gemma":0.01118214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009733874,"about_ca_topic_score_gemma":0.02734602,"domain_scores_codex":[0.9664239,0.01415133,0.001119366,0.00151616,0.01031924,0.006469914],"domain_scores_gemma":[0.905648,0.03656138,0.005654103,0.003358518,0.02524656,0.02353159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004938489,0.006937936,0.06144733,0.0004770013,0.000115811,0.007025579,0.6371554,0.0004104067,0.001028377,0.007089614,0.1505178,0.127301],"study_design_scores_gemma":[0.0001155051,0.001860828,0.04413721,0.0004809235,0.00006200993,0.001132209,0.8125874,0.0006724194,0.001638434,0.002956495,0.1341945,0.0001620072],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8854112,0.0009454639,0.001875476,0.09331529,0.001254454,0.0003173875,0.0001216712,0.0002006938,0.01655843],"genre_scores_gemma":[0.9608601,0.000649671,0.0006542202,0.02724535,0.0005279234,0.0002901012,0.00009648709,0.0001416773,0.009534321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03170866,"threshold_uncertainty_score":0.1676934,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Lorna McNally","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05306759730820852,"gpt":0.2845976102415333,"spread":0.2315300129333248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002473712,0.0005730022,0.0006365457,0.001203892,0.003048227,0.004034154,0.001342886,0.004616528,0.2830388],"category_scores_gemma":[0.007280012,0.0003776097,0.0004486035,0.001353552,0.0006735342,0.002753098,0.002431032,0.004465182,0.1200345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032891,"about_ca_system_score_gemma":0.007606608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02133345,"about_ca_topic_score_gemma":0.04456349,"domain_scores_codex":[0.9979656,0.0002711075,0.00008703595,0.0001605787,0.001212275,0.0003033568],"domain_scores_gemma":[0.9949826,0.0006339212,0.0002026395,0.0001333669,0.002504258,0.001543282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006404116,0.000002572525,0.0000145834,0.00001332493,2.567509e-7,0.000006671509,0.000002370554,0.000002422053,0.00002868265,0.0001458385,0.9978242,0.001952626],"study_design_scores_gemma":[0.000006709232,0.000008922447,0.0003552921,0.00004564293,9.75744e-7,0.00001433368,0.00003489543,0.000011961,0.00007593054,0.00008676833,0.9993531,0.000005480341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001446964,0.02043278,0.001007795,0.4117233,0.2207591,0.000526679,0.00736067,0.0009197209,0.335823],"genre_scores_gemma":[0.003906217,0.003390303,0.0005768109,0.06811532,0.009131541,0.0002196276,0.002990429,0.0002311561,0.9114386],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2830388,"threshold_uncertainty_score":0.946859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401886850","doi":"10.3998/ticker.6400","title":"Conference Report: Academic Business Library Directors  Annual Conferences 2023 &amp;amp; 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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Corey Seeman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07140646163349058,"gpt":0.2972067527461457,"spread":0.2258002911126551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002436046,0.00103951,0.0005268995,0.002455894,0.002093612,0.006249095,0.001367015,0.003747645,0.6078231],"category_scores_gemma":[0.004495801,0.0004534011,0.0004811387,0.002062096,0.0003770334,0.002214097,0.002009464,0.002140262,0.5041335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002016966,"about_ca_system_score_gemma":0.007144653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007267476,"about_ca_topic_score_gemma":0.01290541,"domain_scores_codex":[0.9980448,0.0001690982,0.00008154726,0.0001667965,0.001243121,0.0002946203],"domain_scores_gemma":[0.9934998,0.0003917364,0.0002967029,0.0002448975,0.003692522,0.001874356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001688041,0.00001877937,0.00005139131,0.00003712835,8.624204e-7,0.000011295,0.000004388245,0.00001015461,0.00006170799,0.0001825264,0.9925625,0.007042503],"study_design_scores_gemma":[0.000009247393,0.000008926286,0.0006142783,0.00002909329,0.000001152643,0.000008703573,0.00002415931,0.00002277895,0.0001149517,0.00008049455,0.9990816,0.00000460822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001330024,0.004669892,0.0006644009,0.02420834,0.03506343,0.0008078948,0.0222187,0.001499119,0.9095382],"genre_scores_gemma":[0.001774573,0.0009817319,0.00030492,0.001907794,0.002931866,0.0002171013,0.004493082,0.0002882471,0.9871006],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6078231,"threshold_uncertainty_score":0.5593927,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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","authors":[{"name":"Kevin A. Thomas","is_ca":false},{"name":"Marcella Barnhart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.52564016175961,"gpt":0.5106012649359788,"spread":0.01503889682363124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02653114,0.001092445,0.0009663574,0.006495491,0.001911837,0.006926626,0.003346283,0.001573346,0.003573216],"category_scores_gemma":[0.08903444,0.001123184,0.001252071,0.005237351,0.001971845,0.008808382,0.008111697,0.00161116,0.002427645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086787,"about_ca_system_score_gemma":0.007312706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455479,"about_ca_topic_score_gemma":0.002017799,"domain_scores_codex":[0.9735554,0.01789368,0.002552453,0.001984045,0.003478413,0.0005359653],"domain_scores_gemma":[0.8869504,0.08915409,0.003424076,0.01302436,0.006174283,0.00127283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003575072,0.0005858978,0.005943658,0.002915092,0.0001290049,0.00182886,0.01878022,0.008117625,0.0167195,0.04007761,0.01140656,0.8931385],"study_design_scores_gemma":[0.0007583084,0.00117433,0.006015745,0.0036082,0.0004898863,0.007670473,0.01942574,0.2541656,0.06548135,0.1531056,0.4876162,0.0004885981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02438547,0.0003262973,0.9477293,0.002314031,0.00006851189,0.001976947,0.0004841339,0.01282704,0.009888357],"genre_scores_gemma":[0.03898167,0.0001837358,0.9584835,0.0001702693,0.00001533244,0.0007260247,0.0003568057,0.0002990076,0.0007837455],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9930733,"threshold_uncertainty_score":0.1403118,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3055073885532586,"gpt":0.4100710059196858,"spread":0.1045636173664272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.151607,0.0005947953,0.0009595604,0.005351001,0.009364499,0.02292548,0.004247482,0.02171146,0.006264691],"category_scores_gemma":[0.2162116,0.001089725,0.001111295,0.003813401,0.03102157,0.05025444,0.01064826,0.03600669,0.002025089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01024199,"about_ca_system_score_gemma":0.01980151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007888356,"about_ca_topic_score_gemma":0.01241067,"domain_scores_codex":[0.8696962,0.0941667,0.007228768,0.002948781,0.02264301,0.003316446],"domain_scores_gemma":[0.6903539,0.2621272,0.006361084,0.008046851,0.02835608,0.004754788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000209284,0.00006044491,0.0003286701,0.0006771507,0.00001720455,0.0002331241,0.007142816,0.0004005028,0.0002132691,0.5427639,0.3751747,0.07296722],"study_design_scores_gemma":[0.00002058229,0.00002946045,0.0003224928,0.00243644,0.00001155674,0.0001721757,0.008636312,0.0003625192,0.0002446148,0.1435848,0.8441017,0.00007727473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007806058,0.01861381,0.008352453,0.9585999,0.005043872,0.0000680517,0.00002405812,0.00006520899,0.008452053],"genre_scores_gemma":[0.08597469,0.04639852,0.05087438,0.779586,0.01506922,0.0008433076,0.0001006724,0.0004879094,0.0206653],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.151607,"threshold_uncertainty_score":0.8017842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}