{"meta":{"query_hash":"f4d9a36e369a","filters":{"venue":"Journal of Business & Finance Librarianship"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f4d9a36e369a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Business+%26+Finance+Librarianship"},"results":[{"id":"W1483011575","doi":"10.1300/j109v07n02_10","title":"“Plug and Play” in Context","year":2002,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Information literacy; Unit (ring theory); Context (archaeology); Face (sociological concept); Online learning; Literacy; Library science; Pedagogy; Computer science; Sociology; World Wide Web; Mathematics education; Psychology; Geography","score_opus":0.03426314737609901,"score_gpt":0.24026767146510217,"score_spread":0.20600452408900316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483011575","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04924141,0.0016618909,0.5420138,0.0023959237,0.0013406527,0.0011719164,0.0012719576,0.12983397,0.27106845],"genre_scores_gemma":[0.4764241,0.0012400287,0.2683496,0.0024767637,0.00035368936,0.0012646791,0.002450014,0.01024087,0.23720032],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901676,0.00020693273,0.000053067743,0.00019982933,0.00032059447,0.0002027765],"domain_scores_gemma":[0.9994241,0.00017458061,0.000026311418,0.00016472608,0.0000951758,0.00011511298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009068284,0.0012757605,0.00069884286,0.0005224344,0.0008579983,0.0036975965,0.0020162016,0.0012546548,0.049748354],"category_scores_gemma":[0.0024924893,0.0007036441,0.0005906493,0.00028463325,0.0008890743,0.004454878,0.0035943796,0.001754095,0.01577743],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029232125,0.00081281154,0.004769629,0.0012943052,0.00012921832,0.0038635104,0.0067932713,0.0076892367,0.05953098,0.13246493,0.15227692,0.6274519],"study_design_scores_gemma":[0.0001696582,0.0003356288,0.0011835588,0.0002864838,0.000092956776,0.0011686995,0.0008977799,0.02685037,0.026198806,0.025451072,0.9172341,0.00013081107],"about_ca_topic_score_codex":0.0029922542,"about_ca_topic_score_gemma":0.0045183143,"teacher_disagreement_score":0.049748354,"about_ca_system_score_codex":0.00043728354,"about_ca_system_score_gemma":0.0007041217,"threshold_uncertainty_score":0.16642487},"labels":[],"label_agreement":null},{"id":"W1967146480","doi":"10.1080/08963568.2010.487689","title":"Embedded Librarians Promote an Innovation Agenda: University of Toronto Libraries and the MaRS Discovery District","year":2010,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Commercialization; Mars Exploration Program; Work (physics); Business; Service (business); Library science; Management; Marketing; Engineering; Computer science; Economics; Astrobiology","score_opus":0.013494277419784807,"score_gpt":0.1876887159754021,"score_spread":0.17419443855561728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967146480","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10387268,0.019225061,0.0007735292,0.62591946,0.001771435,0.00013508504,0.00046759954,0.00018154323,0.2476535],"genre_scores_gemma":[0.7099721,0.013565521,0.0012018072,0.046424292,0.001428601,0.00011083456,0.00040075352,0.00010348845,0.22679253],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99155855,0.0020066192,0.00022301383,0.0004074028,0.002207592,0.0035968388],"domain_scores_gemma":[0.9741907,0.0047002286,0.0016489004,0.0006383295,0.003637383,0.015184547],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0065256264,0.0003147637,0.00048196752,0.002596691,0.027120903,0.0347173,0.0020145203,0.008602195,0.02999131],"category_scores_gemma":[0.011730928,0.00055507926,0.0003971264,0.007630661,0.012977775,0.0111872,0.009899676,0.004844251,0.0022592626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002922381,0.00024837762,0.014443731,0.00081013376,0.000041155246,0.002684161,0.08801897,0.00045371806,0.0008741708,0.3138386,0.49813822,0.08015653],"study_design_scores_gemma":[0.00007242608,0.00006235028,0.020137275,0.00028294884,0.000022897804,0.00016813219,0.074751124,0.00013960626,0.00033815484,0.0075059617,0.8964521,0.00006704185],"about_ca_topic_score_codex":0.6540027,"about_ca_topic_score_gemma":0.84167266,"teacher_disagreement_score":0.9652827,"about_ca_system_score_codex":0.07281814,"about_ca_system_score_gemma":0.13602556,"threshold_uncertainty_score":0.69606984},"labels":[],"label_agreement":null},{"id":"W1971881927","doi":"10.1080/08963568.2013.767121","title":"Business E-books: What Can Be Learned From Vendor Supplied Statistics?","year":2013,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Vendor; Collection development; Data collection; Computer science; Library science; World Wide Web; Statistics; Marketing; Data science; Business; Mathematics","score_opus":0.03377967740158726,"score_gpt":0.20488287468293556,"score_spread":0.17110319728134832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971881927","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24468516,0.29578975,0.044800863,0.27730793,0.008188207,0.00071272126,0.036056038,0.0022393377,0.090219975],"genre_scores_gemma":[0.6954242,0.2005544,0.041102536,0.02219446,0.008830784,0.00046105235,0.024170918,0.001046745,0.0062148827],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.97998065,0.008841585,0.002908705,0.0014047046,0.0062671155,0.00059732236],"domain_scores_gemma":[0.6794599,0.21832849,0.02076464,0.015251979,0.06246337,0.0037316196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030452626,0.0013758674,0.0021978114,0.015060867,0.00096591143,0.011733874,0.0034799816,0.0026303225,0.0064968015],"category_scores_gemma":[0.22683321,0.00070090685,0.0012831033,0.027845232,0.0020132295,0.0318594,0.0023432525,0.0036084808,0.004418651],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025036806,0.0004146961,0.3065925,0.0053120167,0.00039306772,0.00047700305,0.0029418867,0.00091553584,0.00023217993,0.009541558,0.08575238,0.58717674],"study_design_scores_gemma":[0.000106622785,0.001097713,0.5319909,0.026256472,0.0010912374,0.0023655603,0.032854382,0.009353207,0.0018935415,0.072379135,0.32009667,0.0005145668],"about_ca_topic_score_codex":0.019127848,"about_ca_topic_score_gemma":0.031695794,"teacher_disagreement_score":0.030452626,"about_ca_system_score_codex":0.0029036866,"about_ca_system_score_gemma":0.006592663,"threshold_uncertainty_score":0.1610508},"labels":[],"label_agreement":null},{"id":"W2065481365","doi":"10.1080/08963568.2012.685438","title":"Integrated Design of a Mergers and Acquisitions Finance Course Using a Specialized Trading Lab: A Collaboration Between Management Faculty and the Library","year":2012,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"General partnership; Mergers and acquisitions; Academic library; Course (navigation); Management; Business; Library science; Engineering management; Computer science; Engineering; Finance; Economics","score_opus":0.10738873866292045,"score_gpt":0.3680797407537155,"score_spread":0.2606910020907951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065481365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87109154,0.00025553818,0.07251887,0.0028718726,0.00025388782,0.0033080028,0.00014872354,0.0010931358,0.048458382],"genre_scores_gemma":[0.7905064,0.00029622778,0.18201345,0.0008787761,0.00006634118,0.001244821,0.0002086062,0.0002400008,0.024545409],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966047,0.0020890115,0.0000954644,0.00027679894,0.00038658365,0.0005474147],"domain_scores_gemma":[0.99498874,0.001509875,0.0001971724,0.00036249473,0.0006160313,0.0023257115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051721185,0.00055361015,0.00041594377,0.0007163587,0.0038470037,0.00566588,0.0019627458,0.0014781948,0.00790471],"category_scores_gemma":[0.006550911,0.0005957315,0.0006051257,0.0003350312,0.0015568971,0.0020387599,0.002997599,0.0015179001,0.0019782477],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018580493,0.029467804,0.025561254,0.0013186819,0.00016669056,0.008137574,0.11138682,0.03041835,0.070538014,0.019117732,0.02596083,0.6760682],"study_design_scores_gemma":[0.0014809213,0.022420228,0.043196667,0.00091218686,0.00039957813,0.0028199356,0.23921947,0.05617277,0.07900455,0.016255388,0.5373818,0.00073651463],"about_ca_topic_score_codex":0.0027574939,"about_ca_topic_score_gemma":0.009602987,"teacher_disagreement_score":0.00790471,"about_ca_system_score_codex":0.0033420618,"about_ca_system_score_gemma":0.008216502,"threshold_uncertainty_score":0.027353108},"labels":[],"label_agreement":null},{"id":"W2585312461","doi":"10.1080/08963568.2017.1264047","title":"Repositioning reference: New methods and new services for a new age","year":2017,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cover (algebra); Work (physics); Library science; Political science; Public administration; Computer science; Business; Engineering","score_opus":0.10800544053446562,"score_gpt":0.3843262187095725,"score_spread":0.2763207781751069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585312461","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063209543,0.24248947,0.23990585,0.22040291,0.02476667,0.00023425209,0.00037078504,0.006028077,0.25948098],"genre_scores_gemma":[0.064821556,0.17900085,0.39274707,0.038659852,0.018676745,0.00055779255,0.00059175125,0.004581641,0.30036274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98675644,0.0057037524,0.0008606801,0.0009818829,0.00525829,0.00043886312],"domain_scores_gemma":[0.96853167,0.013382309,0.0011752287,0.007910814,0.006712873,0.0022870677],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.02102281,0.00090026093,0.001167485,0.0061271233,0.0038415694,0.015707431,0.0034067756,0.004626087,0.03465618],"category_scores_gemma":[0.03171511,0.0007019222,0.0009710458,0.0053888825,0.01903848,0.047080647,0.009561526,0.0051148743,0.018400842],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048042053,0.000057984274,0.0009162436,0.0011236307,0.000021998067,0.00012989603,0.0072888285,0.000118489785,0.0007045849,0.16825765,0.20362921,0.61770356],"study_design_scores_gemma":[0.000013073289,0.000027729204,0.0007440846,0.00093810406,0.000013719438,0.0005755735,0.003095751,0.00024938275,0.0004609746,0.08057319,0.91325015,0.00005826967],"about_ca_topic_score_codex":0.003844207,"about_ca_topic_score_gemma":0.008292975,"teacher_disagreement_score":0.98429257,"about_ca_system_score_codex":0.0029595403,"about_ca_system_score_gemma":0.0053822086,"threshold_uncertainty_score":0.11593646},"labels":[],"label_agreement":null},{"id":"W3047085843","doi":"10.1080/08963568.2020.1794739","title":"Machine translation literacy instruction for international business students and business English instructors","year":2020,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Concordia University","keywords":"Publication; Literacy; Business English; Information literacy; Order (exchange); Computer science; Machine translation; English language; Pedagogy; Public relations; Mathematics education; Sociology; Political science; Psychology; World Wide Web; Business; Artificial intelligence","score_opus":0.034511429534241085,"score_gpt":0.31158578510769114,"score_spread":0.27707435557345006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047085843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238484,0.00043121315,0.0043468205,0.0074848016,0.00026794814,0.00051597226,0.00010656513,0.0007263002,0.06227201],"genre_scores_gemma":[0.9256435,0.0006321337,0.016640231,0.002846926,0.00010860224,0.0008884125,0.0003205415,0.00016212085,0.05275767],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989471,0.000434396,0.000053831507,0.000098318014,0.00015578253,0.00031063272],"domain_scores_gemma":[0.9965306,0.00086347567,0.00018623161,0.00014711199,0.00040701558,0.0018655737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023621246,0.00037089046,0.00039496267,0.00048651875,0.0026507552,0.003161469,0.0006373443,0.0010736464,0.021517716],"category_scores_gemma":[0.0055060196,0.00023487187,0.0004204399,0.00041166908,0.0004941372,0.002468152,0.0033964107,0.0019105396,0.005022863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010594721,0.02808466,0.04150034,0.0004891671,0.000017198669,0.0022280123,0.11975831,0.00018707645,0.012125716,0.0033781787,0.056645412,0.7345266],"study_design_scores_gemma":[0.0012649121,0.01640158,0.12052659,0.0016937399,0.00012775914,0.0027790898,0.37710258,0.0033868498,0.040446136,0.01062677,0.42537132,0.00027271625],"about_ca_topic_score_codex":0.00071468466,"about_ca_topic_score_gemma":0.0026558912,"teacher_disagreement_score":0.021517716,"about_ca_system_score_codex":0.000767871,"about_ca_system_score_gemma":0.0027900948,"threshold_uncertainty_score":0.07198393},"labels":[],"label_agreement":null},{"id":"W3104646875","doi":"10.1080/08963568.2020.1847553","title":"Collaborating with faculty on data awareness: A case study","year":2020,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Research Data Management Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Institution; Closure (psychology); Coronavirus disease 2019 (COVID-19); Library science; Academic institution; Sociology; Public relations; Management; Political science; Medical education; Business; Computer science; Medicine","score_opus":0.3614107467587399,"score_gpt":0.38746429962864953,"score_spread":0.026053552869909624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104646875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550818,0.0005930042,0.0019504495,0.021471623,0.00016364854,0.00032209742,0.00008072331,0.00007711117,0.02025955],"genre_scores_gemma":[0.9883513,0.0007371365,0.0019495374,0.003498673,0.000100105484,0.00014976852,0.000046382756,0.00005460208,0.0051124906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9589553,0.027148334,0.0012019271,0.0016475765,0.0040887995,0.0069581685],"domain_scores_gemma":[0.91339654,0.050740242,0.0068493267,0.0032796818,0.006973795,0.018760508],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.023745349,0.0006844146,0.0007680393,0.0043520285,0.04224305,0.010178609,0.004330531,0.009135038,0.00754291],"category_scores_gemma":[0.073952384,0.0009927101,0.00088619953,0.004939916,0.011241539,0.009263742,0.012798776,0.0072950353,0.0010671924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008191444,0.0011556174,0.016175238,0.00015160839,0.000017939932,0.012826926,0.9394549,0.000107810956,0.0005896231,0.0044287494,0.005517992,0.019491548],"study_design_scores_gemma":[0.00001650436,0.00020430791,0.002877119,0.00012224904,0.000013119116,0.0027025752,0.97144747,0.00016666857,0.00040636596,0.00065274985,0.02136633,0.00002461862],"about_ca_topic_score_codex":0.027739542,"about_ca_topic_score_gemma":0.06344171,"teacher_disagreement_score":0.9898214,"about_ca_system_score_codex":0.013675681,"about_ca_system_score_gemma":0.020427557,"threshold_uncertainty_score":0.12557888},"labels":[],"label_agreement":null},{"id":"W4200509797","doi":"10.1080/08963568.2021.2015849","title":"Systematic Review of Effective Library Instruction for Business Students","year":2021,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Inclusion (mineral); Psychological intervention; Context (archaeology); Medical education; Intervention (counseling); Library instruction; Quality (philosophy); Psychology; Information literacy; Computer science; Pedagogy; Medicine","score_opus":0.013466180918066357,"score_gpt":0.2806287930742077,"score_spread":0.26716261215614134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200509797","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002606614,0.9936446,0.0003341183,0.00041990794,0.00020683727,0.0015177472,0.00057644997,0.000022687931,0.0006710142],"genre_scores_gemma":[0.02578213,0.9675089,0.0025749914,0.00076647924,0.00009339093,0.0026146753,0.0004197363,0.000016038552,0.00022362165],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98419607,0.006795532,0.0056565097,0.00065621914,0.002351909,0.0003438524],"domain_scores_gemma":[0.9500076,0.037260383,0.006182766,0.0008818851,0.004899789,0.0007676578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016916571,0.0017789444,0.009751159,0.014481582,0.0013385409,0.0035820603,0.0027200927,0.0022534505,0.006340832],"category_scores_gemma":[0.07373475,0.0013142978,0.0075509353,0.012161466,0.0013256756,0.0030751328,0.0021457942,0.0018103083,0.00053504313],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023379768,0.000042241303,0.00025481908,0.9508348,0.0050057895,0.00007492804,0.00034189038,0.000067177614,0.000118656244,0.00015867304,0.001123177,0.04174391],"study_design_scores_gemma":[0.00034907667,0.00032625432,0.0017836449,0.95207566,0.03165454,0.00012406835,0.0004724129,0.000045863544,0.00025095957,0.00018325781,0.012706349,0.00002802513],"about_ca_topic_score_codex":0.011443071,"about_ca_topic_score_gemma":0.043821536,"teacher_disagreement_score":0.016916571,"about_ca_system_score_codex":0.00632703,"about_ca_system_score_gemma":0.025361767,"threshold_uncertainty_score":0.089464486},"labels":[],"label_agreement":null},{"id":"W4385142590","doi":"10.1080/08963568.2023.2233837","title":"Database review: EconBiz","year":2023,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Openness to experience; Perspective (graphical); Context (archaeology); Range (aeronautics); World Wide Web; Data science; Computer science; Database; Knowledge management; Library science; Engineering; Psychology; History","score_opus":0.03741197987956016,"score_gpt":0.23353492793364364,"score_spread":0.19612294805408348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385142590","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007053181,0.63899106,0.0031975473,0.05824204,0.02153573,0.006439136,0.20711625,0.0025746364,0.06119828],"genre_scores_gemma":[0.007846573,0.6797713,0.0078568235,0.046677306,0.0129582295,0.0196741,0.1540046,0.0017182112,0.06949293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.974552,0.005932896,0.009730084,0.0023127191,0.0065121697,0.00096017186],"domain_scores_gemma":[0.8798561,0.025927834,0.02080558,0.008450066,0.059878007,0.0050823814],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01485558,0.0018975387,0.009477773,0.03898543,0.0020778745,0.013857907,0.0047757,0.005625894,0.2247364],"category_scores_gemma":[0.121119045,0.0017856992,0.0028678486,0.0637098,0.0017748745,0.006855952,0.004905729,0.005150785,0.09099164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020094862,0.000019410863,0.0003537922,0.06735746,0.00033112126,0.0000444855,0.000048510756,0.000037869424,0.00012776519,0.0013578509,0.8749285,0.055192284],"study_design_scores_gemma":[0.0002892111,0.000030003826,0.0013294232,0.050741173,0.0005362293,0.000113856986,0.000053311913,0.00003838452,0.00011061349,0.0014243299,0.9452969,0.00003660658],"about_ca_topic_score_codex":0.007701111,"about_ca_topic_score_gemma":0.008942015,"teacher_disagreement_score":0.9861421,"about_ca_system_score_codex":0.010701378,"about_ca_system_score_gemma":0.03374719,"threshold_uncertainty_score":0.7518182},"labels":[],"label_agreement":null},{"id":"W4409823998","doi":"10.1080/08963568.2025.2491932","title":"Practical recommendations for improved conduct and reporting: an analysis of business and management systematic reviews","year":2025,"lang":"en","type":"article","venue":"Journal of Business & Finance Librarianship","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Systematic review; Business; Accounting; Knowledge management; Management science; Process management; Computer science; Political science; MEDLINE; Economics; Law","score_opus":0.36188105716363056,"score_gpt":0.45307469378759496,"score_spread":0.0911936366239644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409823998","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024536217,0.10594862,0.23154436,0.3834622,0.014150389,0.19212866,0.02663052,0.0044875066,0.017111521],"genre_scores_gemma":[0.037138313,0.029933138,0.84481233,0.015250021,0.0009094512,0.06723343,0.0030315246,0.00045242617,0.0012393497],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.1876655,0.5185475,0.22047843,0.0099988235,0.057939727,0.005370086],"domain_scores_gemma":[0.08935286,0.59063935,0.07577191,0.037638526,0.20023772,0.0063596824],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.65749305,0.0066037616,0.010128925,0.06918458,0.0076605952,0.026706377,0.008024168,0.010755159,0.007258268],"category_scores_gemma":[0.87411857,0.0061187954,0.017437264,0.08350138,0.0070503866,0.02347892,0.013029539,0.0137881525,0.002981349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009579676,0.0004173349,0.01899478,0.35141316,0.010170549,0.0009659129,0.036797147,0.0031656963,0.0027437883,0.02168878,0.13318421,0.4195007],"study_design_scores_gemma":[0.0017068331,0.00080705254,0.027829826,0.6626821,0.019664908,0.0008741586,0.036551006,0.009466707,0.002962937,0.04250217,0.1935321,0.0014201943],"about_ca_topic_score_codex":0.019439671,"about_ca_topic_score_gemma":0.031080062,"teacher_disagreement_score":0.34250695,"about_ca_system_score_codex":0.029731695,"about_ca_system_score_gemma":0.14976636,"threshold_uncertainty_score":0.4223721},"labels":[],"label_agreement":null}]}