{"meta":{"query_hash":"2ef548b44c6b","filters":{"venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/2ef548b44c6b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pesquisa+Brasileira+em+Ci%C3%AAncia+da+Informa%C3%A7%C3%A3o+e+Biblioteconomia"},"results":[{"id":"W2783158117","doi":"10.22478/ufpb.1981-0695.2018v13n2.43182","title":"Biblioteca universitária, um ambiente sistêmico propício ao acesso, ao uso e à apropriação da informação: contribuições da web social para esse ambiente","year":2018,"lang":"pt","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.07146491045808193,"score_gpt":0.3341837926548621,"score_spread":0.2627188821967802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783158117","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":[0.07398004,0.021308132,0.05297034,0.04342799,0.0015251903,0.00026752343,0.0017207329,0.0032278844,0.8015722],"genre_scores_gemma":[0.8070267,0.021660551,0.028472388,0.003001633,0.0014854239,0.00029376996,0.00097585836,0.0010211924,0.13606253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893194,0.004635445,0.00068845414,0.0011762438,0.0033457754,0.0008347497],"domain_scores_gemma":[0.98376065,0.0068443576,0.0016664678,0.0025460704,0.0031412467,0.0020411895],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0062281177,0.00046847385,0.00085723394,0.006304684,0.008255681,0.033686522,0.0014411776,0.0032891973,0.042541713],"category_scores_gemma":[0.016931636,0.00062438607,0.00072957424,0.013953395,0.009392896,0.019349948,0.010451481,0.002477761,0.008381805],"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":[0.00010743776,0.000122555,0.010336555,0.0019665177,0.00007817373,0.0007094998,0.075302415,0.0006521375,0.0038803655,0.59921324,0.038655713,0.26897535],"study_design_scores_gemma":[0.000015788699,0.000055001175,0.010060867,0.0010086718,0.00005263507,0.00040023008,0.021243416,0.00065326947,0.0013813226,0.066490285,0.89855725,0.00008121379],"about_ca_topic_score_codex":0.016870502,"about_ca_topic_score_gemma":0.021287065,"teacher_disagreement_score":0.9663135,"about_ca_system_score_codex":0.0072167167,"about_ca_system_score_gemma":0.012075535,"threshold_uncertainty_score":0.14231622},"labels":[],"label_agreement":null},{"id":"W2940640687","doi":"10.22478/ufpb.1981-0695.2018v13n1.39551","title":"Análise do conhecimento teórico-metodológico da preservação digital sob a ótica da OAIS, SAAI, ISO 14721 e NBR 15472","year":2018,"lang":"pt","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.04877683469237467,"score_gpt":0.2614038792535356,"score_spread":0.2126270445611609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940640687","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28492492,0.016569758,0.286888,0.008712039,0.001903389,0.0025015601,0.013596131,0.0033336994,0.38157052],"genre_scores_gemma":[0.7055113,0.014883779,0.19575371,0.0010549409,0.00038855622,0.0016369784,0.015180946,0.001794996,0.063794866],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96258825,0.005216969,0.0034309668,0.0019041904,0.02573679,0.0011227505],"domain_scores_gemma":[0.94213396,0.013777166,0.0040672203,0.004945893,0.034227695,0.0008480494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018122021,0.00093379954,0.00076156424,0.020103825,0.0022424199,0.013338703,0.001324806,0.001532253,0.00777004],"category_scores_gemma":[0.047116727,0.0006509012,0.0012392388,0.018957403,0.003149329,0.009495145,0.0036939534,0.0019365528,0.003082133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034301615,0.00023834337,0.077076875,0.0053315405,0.00018841229,0.00067557703,0.02661024,0.005846409,0.01939657,0.09304338,0.03093957,0.7403101],"study_design_scores_gemma":[0.00002849059,0.0003153932,0.10568698,0.0039189938,0.00038388238,0.0013177615,0.047719643,0.007481892,0.022507196,0.028163353,0.78220314,0.0002732926],"about_ca_topic_score_codex":0.019140972,"about_ca_topic_score_gemma":0.019498752,"teacher_disagreement_score":0.020103825,"about_ca_system_score_codex":0.0054723932,"about_ca_system_score_gemma":0.012072492,"threshold_uncertainty_score":0.09583956},"labels":[],"label_agreement":null},{"id":"W2940659763","doi":"10.22478/ufpb.1981-0695.2018v13n1.39273","title":"The evolution of the intellectual capital concept and measurement","year":2018,"lang":"en","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":4,"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; HEC Montréal","funders":"","keywords":"Intellectual capital; Diversity (politics); Accountability; Bibliometrics; Capital (architecture); Metric (unit); Competitive advantage; Knowledge management; Computer science; Sociology; Business; Political science; Marketing; Data mining; Geography","score_opus":0.02133088302621902,"score_gpt":0.21637526236736582,"score_spread":0.1950443793411468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940659763","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114878975,0.09910561,0.3428172,0.068177134,0.002915696,0.0006149006,0.0012127763,0.0005456897,0.36973205],"genre_scores_gemma":[0.8785598,0.020910375,0.089488275,0.0028442878,0.0018988121,0.0007118397,0.00032826385,0.00010170964,0.0051566404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9613656,0.017798895,0.002452376,0.0032813102,0.013874908,0.0012268578],"domain_scores_gemma":[0.9152836,0.062393244,0.007622719,0.0053470354,0.0075927945,0.0017606607],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.027591038,0.0010418053,0.0011968958,0.020575214,0.0025348642,0.015056369,0.0021739472,0.0028718836,0.002483701],"category_scores_gemma":[0.058885686,0.00049515726,0.0008011845,0.022468273,0.022638705,0.024904301,0.006903874,0.004175656,0.000385158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002211931,0.000038605504,0.0046202294,0.00055627484,0.000044798548,0.000060258368,0.0029562262,0.0009434197,0.000210165,0.8889736,0.0018947918,0.09967951],"study_design_scores_gemma":[0.000015862839,0.00014220232,0.013190033,0.002270081,0.000049906957,0.00047209047,0.0048811133,0.0050185807,0.000784166,0.8538926,0.119148836,0.00013456117],"about_ca_topic_score_codex":0.0051304908,"about_ca_topic_score_gemma":0.0022563955,"teacher_disagreement_score":0.9794248,"about_ca_system_score_codex":0.014428012,"about_ca_system_score_gemma":0.008836485,"threshold_uncertainty_score":0.14591706},"labels":[],"label_agreement":null},{"id":"W2941493244","doi":"10.22478/ufpb.1981-0695.2017v12n1.34593","title":"O design da informação na criação de um modelo para o museu afro brasil: um estudo comparativo","year":2017,"lang":"pt","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Humanities; Art","score_opus":0.1755008214631853,"score_gpt":0.3787431481641535,"score_spread":0.2032423267009682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941493244","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":[0.63482463,0.005132001,0.07351247,0.008668868,0.00024782456,0.0012118866,0.00049638184,0.0005680358,0.27533785],"genre_scores_gemma":[0.9577107,0.0014763298,0.025335731,0.0004085937,0.000019764866,0.000416849,0.00016748115,0.00016365576,0.0143009005],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9863122,0.008358086,0.00058751187,0.0013205805,0.0026354843,0.00078614545],"domain_scores_gemma":[0.97852725,0.012995443,0.0012996942,0.003143506,0.0030337244,0.0010003159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011182517,0.00074609835,0.00059250207,0.0032861629,0.00802355,0.012753909,0.0015837499,0.0017995635,0.006552251],"category_scores_gemma":[0.029080685,0.0007671736,0.0007191162,0.0042027826,0.00882739,0.008128026,0.0063320505,0.001692375,0.0008457458],"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":[0.00029802282,0.00022560544,0.031944547,0.001699638,0.00007266014,0.0011515401,0.603334,0.0015824031,0.0057352395,0.1355664,0.006973063,0.2114169],"study_design_scores_gemma":[0.00008038728,0.00039425568,0.032456588,0.003051966,0.0003515045,0.0012464009,0.48665565,0.007877496,0.00729714,0.033252124,0.42713904,0.00019738555],"about_ca_topic_score_codex":0.08194282,"about_ca_topic_score_gemma":0.09706843,"teacher_disagreement_score":0.08194282,"about_ca_system_score_codex":0.013571619,"about_ca_system_score_gemma":0.015388647,"threshold_uncertainty_score":0.16293174},"labels":[],"label_agreement":null},{"id":"W2941784673","doi":"10.22478/ufpb.1981-0695.2018v13n2.43329","title":"AVALIAÇÃO DA PRONTIDÃO DE DADOS PARA A ABERTURA DE DADOS DAS INSTITUIÇÕES PÚBLICAS BRASILEIRAS: CASO DE UMA INSTITUIÇÃO FINANCEIRA PÚBLICA BRASILEIRA","year":2018,"lang":"pt","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Information Science and Libraries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political science; Humanities; Business; Philosophy","score_opus":0.0565637279976079,"score_gpt":0.3202097049953183,"score_spread":0.2636459769977104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941784673","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":[0.9087962,0.0018921535,0.012031247,0.008224402,0.00014403953,0.00058574387,0.0024718356,0.00019183788,0.06566251],"genre_scores_gemma":[0.9904456,0.0005636904,0.0047378824,0.00024759377,0.0000174718,0.00019341041,0.00032413699,0.000028770739,0.0034413878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.988231,0.0057695797,0.0008459201,0.0012673358,0.002840634,0.0010453712],"domain_scores_gemma":[0.94243085,0.03130853,0.006272185,0.005398138,0.01178833,0.0028019864],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.011983835,0.00044986958,0.0005413633,0.004706822,0.004525524,0.0064305943,0.0012403989,0.00085604744,0.005922422],"category_scores_gemma":[0.0491007,0.00049269706,0.00050023355,0.008387771,0.0037786143,0.0035294942,0.005102071,0.0016698956,0.0005703423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018384885,0.00012154206,0.46131778,0.00093903457,0.00008818087,0.00088214345,0.3443166,0.0007196663,0.0025928281,0.026065035,0.0059184446,0.15685485],"study_design_scores_gemma":[0.000015970729,0.00014891278,0.5868117,0.001057888,0.00009404924,0.00038513806,0.32465756,0.0014025843,0.0011571145,0.006500268,0.07766007,0.00010876056],"about_ca_topic_score_codex":0.20537043,"about_ca_topic_score_gemma":0.30894974,"teacher_disagreement_score":0.9987596,"about_ca_system_score_codex":0.008328418,"about_ca_system_score_gemma":0.015673319,"threshold_uncertainty_score":0.40835005},"labels":[],"label_agreement":null},{"id":"W3021114857","doi":"10.22478/ufpb.1981-0695.2018v13n2.43333","title":"Aspectos de inovação na implantação de um centro de digitalização e gestão de dados da pesquisa","year":2018,"lang":"pt","type":"article","venue":"Pesquisa Brasileira em Ciência da Informação e Biblioteconomia","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","score_opus":0.06168904887108984,"score_gpt":0.3056459136966144,"score_spread":0.2439568648255246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021114857","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":[0.61491317,0.0035390307,0.087046035,0.011020269,0.00044461395,0.0008460294,0.0012250929,0.003121284,0.27784455],"genre_scores_gemma":[0.9053233,0.0013122604,0.041077487,0.0005728774,0.00007834358,0.0003902879,0.00061324565,0.00061956176,0.050012555],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9931124,0.0020376823,0.00046582625,0.0012486229,0.0024079084,0.00072748295],"domain_scores_gemma":[0.98300236,0.0056065037,0.0014290442,0.0033451538,0.00457408,0.0020428419],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007352429,0.00047799095,0.00052799983,0.002630295,0.0033758807,0.015956577,0.0016285117,0.0017671282,0.020618124],"category_scores_gemma":[0.023890354,0.0005960114,0.00061432173,0.0044602063,0.0023388814,0.00815628,0.007245728,0.0014015143,0.0046777334],"study_design_candidate":"qualitative","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":[0.000964918,0.000665371,0.079924226,0.001423506,0.00013939872,0.0017322851,0.11813526,0.003923252,0.019449111,0.089989804,0.018899895,0.664753],"study_design_scores_gemma":[0.00012274002,0.0007575612,0.10690169,0.0016631171,0.00027116132,0.0015269358,0.099901766,0.008224924,0.016703209,0.037291292,0.7263464,0.00028918867],"about_ca_topic_score_codex":0.007648125,"about_ca_topic_score_gemma":0.00966096,"teacher_disagreement_score":0.9840434,"about_ca_system_score_codex":0.0035814014,"about_ca_system_score_gemma":0.006201968,"threshold_uncertainty_score":0.068974435},"labels":[],"label_agreement":null}]}