{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":18,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":18,"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":"c8c74d077406","filters":{"venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)"}},"results":[{"id":"W4313656449","doi":"10.7769/gesec.v14i1.1503","title":"Atividades empreendedoras em universidades: estudo de casos múltiplos em universidades paranaenses","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Vivien Mariane Massaneiro Kaniak","is_ca":false},{"name":"Rivanda Meira Teixeira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0511067129021606,"gpt":0.3046363993303778,"spread":0.2535296864282172,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00276874,0.0002064904,0.000486422,0.001812258,0.004393077,0.003182166,0.00112251,0.0009224978,0.004713367],"category_scores_gemma":[0.009685467,0.0004266451,0.0005295908,0.003415264,0.002547025,0.00177631,0.00584754,0.0009176426,0.0004042878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005973367,"about_ca_system_score_gemma":0.008760568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07639922,"about_ca_topic_score_gemma":0.1569362,"domain_scores_codex":[0.9973633,0.0008358667,0.0002320217,0.0004122933,0.000543733,0.0006129321],"domain_scores_gemma":[0.9929231,0.001766801,0.002014928,0.0006623294,0.001191094,0.001441656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001281861,0.0001653865,0.6316041,0.0004853951,0.00005432982,0.003245686,0.3082077,0.0001914211,0.002873046,0.0048229,0.001083966,0.04713783],"study_design_scores_gemma":[0.000005351209,0.000119426,0.6107163,0.0002682051,0.00003543531,0.001369363,0.370881,0.0001689393,0.0005463604,0.0006538418,0.01519888,0.00003702027],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943053,0.000304615,0.0002283455,0.0005327451,0.00001036459,0.00005760038,0.0001421638,0.00001082753,0.004408068],"genre_scores_gemma":[0.9973031,0.0003241923,0.000347478,0.00005167292,0.00000332329,0.00004835952,0.00005731728,0.000003549879,0.001860975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07639922,"threshold_uncertainty_score":0.1519091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380631604","doi":"10.7769/gesec.v14i6.2313","title":"Mercados e feiras brasileiras: uma revisão sistemática da literatura","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Urban Development and Societal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Amorfix (Canada); Discovery Air (Canada)","funders":"","keywords":"Humanities; SciELO; Political science; Philosophy","authors":[{"name":"Ana Paula Macedo de Jesus","is_ca":false},{"name":"Maria Lúcia Bahia Lopes","is_ca":false},{"name":"Gisalda Carvalho Filgueiras","is_ca":true},{"name":"Mayra Hermínia Simões Hamad Farias do Couto","is_ca":true},{"name":"Marcos Ferreira Brabo","is_ca":false},{"name":"Marcos Antônio Souza dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09087224597176316,"gpt":0.392391642016444,"spread":0.3015193960446808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004946746,0.0008455874,0.001524598,0.02530639,0.003721132,0.01218518,0.001457868,0.001881744,0.006520905],"category_scores_gemma":[0.01556513,0.0007517622,0.0007750516,0.0507892,0.006653591,0.00839699,0.002950187,0.002141433,0.000847756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006129952,"about_ca_system_score_gemma":0.01503915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1292177,"about_ca_topic_score_gemma":0.1957024,"domain_scores_codex":[0.9953276,0.0009482642,0.0009703796,0.0008662123,0.001665967,0.0002215833],"domain_scores_gemma":[0.9860073,0.008700619,0.001936648,0.0009320076,0.002077902,0.0003455543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001241428,0.00004697991,0.01998015,0.03678065,0.0002888484,0.001834558,0.08299699,0.0004818098,0.00141475,0.2004244,0.06784548,0.5877813],"study_design_scores_gemma":[0.000006761987,0.00002648786,0.02585733,0.03679739,0.0002774516,0.001645579,0.03392811,0.0002362074,0.0003444909,0.01349593,0.887309,0.00007520358],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01790517,0.8998865,0.002309253,0.0126236,0.001797281,0.00005424207,0.001839997,0.0001312473,0.06345266],"genre_scores_gemma":[0.196421,0.7853734,0.00599768,0.002371105,0.0008575608,0.00007896458,0.001467368,0.00009225224,0.007340723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1292177,"threshold_uncertainty_score":0.2569311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323074823","doi":"10.7769/gesec.v14i3.1753","title":"Gestão arquivística e administração pública: a preservação e a segurança dos documentos arquivísticos digitais","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Brazilian Legal Issues","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Computer science; Philosophy","authors":[{"name":"Josimas Eugênio Silva","is_ca":false},{"name":"Thiago Thito de Paula Oliveira Neves","is_ca":false},{"name":"Michael David de Souza Dutra","is_ca":true},{"name":"Gustavo Henrique Petean","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07193605454042781,"gpt":0.3989371198356052,"spread":0.3270010652951774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01824677,0.0004459945,0.0008045727,0.008980704,0.004330324,0.01900399,0.001754093,0.001666283,0.008946339],"category_scores_gemma":[0.04286404,0.0004189586,0.0006495812,0.01566144,0.00520792,0.009215349,0.006041689,0.001506933,0.001630697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250972,"about_ca_system_score_gemma":0.02333069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02783078,"about_ca_topic_score_gemma":0.02663876,"domain_scores_codex":[0.9795412,0.009313644,0.001978291,0.001992708,0.006221694,0.0009524545],"domain_scores_gemma":[0.9502544,0.02170179,0.009342358,0.005290086,0.01150202,0.001909414],"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":[0.0003735485,0.0002944541,0.1374224,0.005839368,0.0002770145,0.001173142,0.300929,0.0006537355,0.005211058,0.08562802,0.01032804,0.4518703],"study_design_scores_gemma":[0.00004634119,0.0003599929,0.2022019,0.005803954,0.0002911002,0.001060067,0.2407966,0.0006272226,0.004552254,0.02107363,0.5230055,0.0001814072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6265463,0.03771713,0.02143284,0.03409905,0.0006166869,0.0009207051,0.004551292,0.0005200431,0.273596],"genre_scores_gemma":[0.954231,0.01061902,0.01488301,0.001156202,0.0001705706,0.0004448649,0.0008682567,0.00009476865,0.01753244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02783078,"threshold_uncertainty_score":0.09649932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313436157","doi":"10.7769/gesec.v13i3.1445","title":"Isomorfismo institucional e cultura organizacional de uma empresa de distribuição: um estudo de caso","year":2022,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Extendicare (Canada)","funders":"","keywords":"Sociology; Humanities; Political science; Philosophy","authors":[{"name":"Rafael Straus Timbó Vasconcelos","is_ca":false},{"name":"Lizy Manayra Santos Oliveira","is_ca":false},{"name":"Marcos Antônio Martins Lima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07014142429081976,"gpt":0.3736707756896354,"spread":0.3035293513988156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006562748,0.0003862129,0.0003892213,0.001732974,0.00727104,0.008655995,0.001348475,0.0010224,0.00626924],"category_scores_gemma":[0.006905813,0.000232587,0.00038094,0.002612547,0.006905905,0.003917383,0.006241061,0.001270713,0.0005533331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008705243,"about_ca_system_score_gemma":0.009578362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02168202,"about_ca_topic_score_gemma":0.03093473,"domain_scores_codex":[0.9947776,0.002702533,0.000172728,0.000515785,0.001105507,0.0007258632],"domain_scores_gemma":[0.994041,0.002253885,0.0009274404,0.0006060734,0.001121383,0.001050125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002352532,0.0006727848,0.2320011,0.0006230716,0.00005891361,0.002768401,0.46454,0.001273842,0.002966891,0.1477602,0.004975592,0.1421241],"study_design_scores_gemma":[0.0000280746,0.0003121046,0.1973222,0.0006082263,0.00005727072,0.00108957,0.6169377,0.002481021,0.001585064,0.02398985,0.1555016,0.00008733266],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9056337,0.001181506,0.006184728,0.002449679,0.00006598628,0.0001616571,0.00008263828,0.00003690892,0.08420311],"genre_scores_gemma":[0.9929223,0.0004200333,0.001382304,0.0001324382,0.00001400329,0.0000469042,0.00002800518,0.00001028194,0.005043641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02168202,"threshold_uncertainty_score":0.06316125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400044016","doi":"10.7769/gesec.v15i6.3937","title":"Impactos da indústria 4.0 na sustentabilidade no Brasil: uma revisão bibliográfica","year":2024,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Political science; Business","authors":[{"name":"Jonas Bernardo de Souza","is_ca":false},{"name":"Nilson José de Oliveira Júnior","is_ca":true},{"name":"Márcia Ribeiro Maduro","is_ca":false},{"name":"Orlem Pinheiro de Lima","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05478164032895241,"gpt":0.3332886055632481,"spread":0.2785069652342957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01443332,0.001190325,0.002631353,0.04433228,0.001882026,0.00750723,0.001498895,0.00193468,0.007340057],"category_scores_gemma":[0.05182275,0.001248261,0.003730199,0.05610555,0.002739911,0.004068055,0.002181344,0.002247033,0.0007398577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01217159,"about_ca_system_score_gemma":0.03359828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1426239,"about_ca_topic_score_gemma":0.1723744,"domain_scores_codex":[0.9861336,0.003415715,0.0032695,0.001611124,0.005067155,0.0005028592],"domain_scores_gemma":[0.9291073,0.04768365,0.007537017,0.002308013,0.01256837,0.0007956243],"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":[0.0002383575,0.00007975628,0.0265765,0.2951587,0.003025764,0.0006144447,0.006192204,0.001293248,0.001283445,0.03015221,0.0262217,0.6091636],"study_design_scores_gemma":[0.00006879813,0.000195569,0.1249756,0.3650826,0.01577784,0.001214635,0.004957861,0.0009539194,0.001627234,0.01127058,0.4736384,0.0002369493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007346096,0.969954,0.001439658,0.004382448,0.0005860787,0.0001264814,0.002917575,0.0000839313,0.01316378],"genre_scores_gemma":[0.05993589,0.932167,0.00381221,0.001205041,0.0003070533,0.0001973032,0.001420285,0.00004505971,0.0009100493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9556677,"threshold_uncertainty_score":0.2835874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380995630","doi":"10.7769/gesec.v14i6.2334","title":"Relatos de vivências de mães em home office durante a pandemia","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Danielle de Araújo Bispo","is_ca":false},{"name":"Luciana Holanda Nepomuceno","is_ca":true},{"name":"Elisabete Stradiotto Siqueira","is_ca":false},{"name":"Liana Holanda Nepomuceno Nobre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05668993772970748,"gpt":0.3643111115268424,"spread":0.3076211737971349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005559892,0.0004603833,0.0006926667,0.001653171,0.002576176,0.003081154,0.0009716598,0.001054146,0.00591173],"category_scores_gemma":[0.02220653,0.000391224,0.0008797332,0.001587468,0.001611987,0.002307264,0.003466451,0.001804475,0.0005030569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743118,"about_ca_system_score_gemma":0.002975683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318536,"about_ca_topic_score_gemma":0.02654366,"domain_scores_codex":[0.9962943,0.002031482,0.0002738512,0.0003726076,0.0005527239,0.0004749968],"domain_scores_gemma":[0.9837409,0.007562103,0.003453017,0.001058291,0.002976003,0.001209693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006117643,0.0003973269,0.6589378,0.001259429,0.0002544234,0.002611033,0.2186384,0.000225465,0.002025464,0.002418797,0.006134703,0.1064854],"study_design_scores_gemma":[0.00001844421,0.0009610156,0.6789152,0.001289078,0.0002452562,0.001719866,0.2765675,0.00027039,0.001153215,0.00233726,0.03640339,0.0001193284],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822025,0.003485078,0.002031045,0.003962137,0.0002161098,0.0001687092,0.0008130083,0.00003186451,0.007089579],"genre_scores_gemma":[0.9860874,0.004136653,0.002885911,0.0007804487,0.0001638133,0.0003720116,0.0004834921,0.00002295823,0.005067304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01318536,"threshold_uncertainty_score":0.02940387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313346157","doi":"10.7769/gesec.v13i4.1479","title":"Compreensão dos Padrões de Comportamento Organizacional em direção a Sustentabilidade a partir da Perspectiva Neoinstitucional","year":2022,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Political science; Humanities; Psychology; Sociology; Philosophy","authors":[{"name":"Emília de Oliveira Faria","is_ca":true},{"name":"Gilmar dos Santos Marques","is_ca":false},{"name":"Tatiana Rodrigues Silveira","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02586057637962328,"gpt":0.2882948104175903,"spread":0.262434234037967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009432845,0.0004252031,0.0004258752,0.002685795,0.004857551,0.01558444,0.001394608,0.001259201,0.008139039],"category_scores_gemma":[0.01484829,0.0003773653,0.0006035955,0.004724307,0.01135883,0.009466485,0.006089496,0.002262909,0.0006090782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01290333,"about_ca_system_score_gemma":0.01567422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02327932,"about_ca_topic_score_gemma":0.03662665,"domain_scores_codex":[0.9909525,0.004529414,0.0003742598,0.001020861,0.002117895,0.001005182],"domain_scores_gemma":[0.986426,0.006347034,0.001881925,0.001991534,0.002308242,0.001045354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006243095,0.00004562357,0.0170663,0.0002917608,0.00002680118,0.0001996246,0.06675491,0.0007959409,0.0006078416,0.8634614,0.001677616,0.04900976],"study_design_scores_gemma":[0.00003829667,0.0001790669,0.07941481,0.001600008,0.0001459554,0.0004862706,0.2202971,0.004172634,0.002125167,0.349202,0.3422388,0.00009992288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3734213,0.007126453,0.03285303,0.01827339,0.0002259592,0.0001509734,0.0002166531,0.0001146785,0.5676175],"genre_scores_gemma":[0.9865156,0.001530156,0.003992514,0.0002922402,0.00002645581,0.00006013529,0.0000337349,0.00002985698,0.007519196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02327932,"threshold_uncertainty_score":0.09362066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313358181","doi":"10.7769/gesec.v13i4.1465","title":"A Substituição Tributária do ICMS e as práticas da gestão tributária: estudo de caso em um comércio varejista de alimentos no Oeste do Paraná","year":2022,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Academic Research in Diverse Fields","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Vanessa Gondinho","is_ca":true},{"name":"Simone Zuconelli Bonemberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06973282639496621,"gpt":0.4081672968625445,"spread":0.3384344704675783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476832,0.0002256036,0.0003572306,0.000677434,0.002050909,0.002837706,0.0007117714,0.0007896106,0.008049155],"category_scores_gemma":[0.003389751,0.0002407413,0.0003254842,0.001522615,0.002939119,0.00160926,0.003066587,0.0008498644,0.0007087063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002987483,"about_ca_system_score_gemma":0.007645997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03888621,"about_ca_topic_score_gemma":0.08667614,"domain_scores_codex":[0.9983605,0.0004956825,0.00005756291,0.0002461907,0.0005926989,0.0002473776],"domain_scores_gemma":[0.9982694,0.0005789096,0.0003232808,0.0001685837,0.0004293492,0.000230402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007697101,0.0004351299,0.2819242,0.002822962,0.0001166624,0.01304007,0.3153205,0.0009387771,0.07927871,0.03722879,0.004353159,0.2637713],"study_design_scores_gemma":[0.00002568661,0.0008271438,0.2925153,0.000820916,0.0001291427,0.003516771,0.4607468,0.001272821,0.01092617,0.007847595,0.2212689,0.0001028334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597299,0.00108135,0.002438789,0.001359332,0.000035114,0.00009583715,0.0001590451,0.0000206279,0.03507995],"genre_scores_gemma":[0.9840633,0.001005244,0.002522698,0.0001866512,0.000007640264,0.000037633,0.00006297667,0.00001503195,0.01209892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03888621,"threshold_uncertainty_score":0.07731974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400544896","doi":"10.7769/gesec.v15i7.4004","title":"Uma nova abordagem para a heurística Fix-and-optimize aplicada à escala de professores do ensino médio","year":2024,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Scheduling and Timetabling Solutions","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Physics; Computer science; Philosophy","authors":[{"name":"Alisson Segatto de Souza","is_ca":false},{"name":"José Eduardo Pécora","is_ca":true},{"name":"Gustavo Valentim Loch","is_ca":false},{"name":"Adriana Alves Fressato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1296300266126543,"gpt":0.4389630906121134,"spread":0.309333063999459,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003676527,0.001936449,0.001325031,0.001751379,0.003202288,0.005216212,0.003314419,0.002718496,0.01777161],"category_scores_gemma":[0.01361378,0.001054438,0.001979788,0.002504813,0.001844314,0.003858119,0.002872371,0.004343003,0.003365941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003476783,"about_ca_system_score_gemma":0.005283711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01268613,"about_ca_topic_score_gemma":0.02944465,"domain_scores_codex":[0.9953053,0.001801157,0.000233838,0.0008398412,0.001179589,0.0006402798],"domain_scores_gemma":[0.9951579,0.001739467,0.0004011779,0.001085038,0.001216737,0.0003996408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006412915,0.0007814746,0.007051823,0.001458163,0.0004128514,0.0006624713,0.0029633,0.2118173,0.01408599,0.2157357,0.04480483,0.4995849],"study_design_scores_gemma":[0.000362236,0.0008516598,0.003674978,0.0004047263,0.0004559824,0.0009522332,0.002280799,0.5549428,0.01491629,0.1346021,0.2863021,0.0002541886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0201298,0.00115851,0.9481208,0.003381325,0.0006054835,0.0005394848,0.0002511001,0.00183305,0.02398038],"genre_scores_gemma":[0.1483321,0.001223119,0.820282,0.001115281,0.0002708266,0.0006322129,0.0004345523,0.0007205007,0.02698935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01777161,"threshold_uncertainty_score":0.05945194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389480277","doi":"10.7769/gesec.v14i12.3241","title":"Um estudo na literatura internacional sobre as dívidas públicas","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Public Health Ontario","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Cássio Aparecido Borges Fernandes","is_ca":false},{"name":"Thalles Henrique Rodrigues Oliveira","is_ca":false},{"name":"Renato Silvério Campos","is_ca":false},{"name":"José Willer do Prado","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0469206734496059,"gpt":0.3271544995299561,"spread":0.2802338260803502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008587763,0.0007680521,0.001319368,0.03884752,0.003983074,0.01346895,0.001452505,0.00158674,0.02198551],"category_scores_gemma":[0.04062187,0.0005641241,0.001218604,0.07136998,0.004146759,0.013179,0.005828712,0.002222156,0.002794995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00922279,"about_ca_system_score_gemma":0.01357179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03021844,"about_ca_topic_score_gemma":0.04331277,"domain_scores_codex":[0.9903886,0.002603491,0.001365632,0.001528263,0.003487495,0.0006265366],"domain_scores_gemma":[0.9509301,0.03060998,0.006325658,0.002854474,0.008258159,0.001021628],"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":[0.0003706402,0.0001267844,0.06901306,0.03543675,0.0006912664,0.0008580344,0.0832983,0.0005747307,0.001553135,0.1176748,0.1334354,0.5569672],"study_design_scores_gemma":[0.00002569622,0.00008589268,0.07184173,0.03575188,0.0006395357,0.0009487007,0.06783488,0.0002705326,0.001072593,0.009384962,0.8120471,0.00009650692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1371318,0.4519449,0.006488335,0.03555384,0.005819959,0.0002667387,0.0189783,0.0005588246,0.3432573],"genre_scores_gemma":[0.546908,0.3950365,0.00590324,0.00554831,0.002706298,0.0004665086,0.01046976,0.0004942171,0.03246718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03884752,"threshold_uncertainty_score":0.07354885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4360994752","doi":"10.7769/gesec.v14i3.1846","title":"Alavancagem de marca: um estudo de caso","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Cláudia Aline de Souza Ramser","is_ca":false},{"name":"Vinícius Strassburger","is_ca":false},{"name":"Nádya Regina Bilibio Antonello","is_ca":false},{"name":"Letícia Marasca","is_ca":false},{"name":"Camila Caponi da Rosa Da Rosa","is_ca":false},{"name":"Antonio Marcos Bezerra","is_ca":false},{"name":"Luís Felipe Dias Lopes","is_ca":false},{"name":"Francisca Mendonça Souza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1105405603381825,"gpt":0.4144086777843919,"spread":0.3038681174462094,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003123751,0.0005216286,0.0005156715,0.002220856,0.004472467,0.004999399,0.001157803,0.001303206,0.007842462],"category_scores_gemma":[0.0193524,0.000589633,0.0004763642,0.002646406,0.003017553,0.003031214,0.004293527,0.001241425,0.001275733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321928,"about_ca_system_score_gemma":0.004219878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153981,"about_ca_topic_score_gemma":0.0324642,"domain_scores_codex":[0.9966052,0.00112668,0.0002202016,0.0006644179,0.0009030608,0.0004805877],"domain_scores_gemma":[0.9908153,0.003503269,0.002151969,0.0008822065,0.001560616,0.001086589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000408029,0.0006233527,0.5526565,0.0009194186,0.00007473554,0.03638795,0.263261,0.0004677931,0.005045949,0.01367941,0.007600982,0.1188748],"study_design_scores_gemma":[0.00005146913,0.0009972714,0.3681803,0.001271202,0.0001557536,0.03371673,0.401989,0.00238286,0.003110845,0.008641079,0.1793417,0.0001617788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602941,0.001419307,0.002123994,0.001381764,0.00009283588,0.000328801,0.0002428375,0.00008112408,0.0340352],"genre_scores_gemma":[0.9901782,0.000864252,0.001246672,0.0001874782,0.00004076662,0.0001121996,0.0001396674,0.00003164237,0.007199169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153981,"threshold_uncertainty_score":0.04282886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400544830","doi":"10.7769/gesec.v15i7.3910","title":"Dose-response Curves of Herbicides Applied in Pre-Emergency of Euphorbia hyssopifolia L.","year":2024,"lang":"en","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Horticulture; Molecular biology; Biology; Chemistry","authors":[{"name":"Hilda Rafaella da Silva Santos","is_ca":false},{"name":"G. P. de Oliveira","is_ca":false},{"name":"Renan Cantalice de Souza","is_ca":true},{"name":"Ana Rosa de Oliveira Farias","is_ca":false},{"name":"Leandro Lima Casado dos Santos","is_ca":false},{"name":"Bartolomeu Silva de Sousa Júnior","is_ca":false},{"name":"Ramon da Silva Souza","is_ca":true},{"name":"Jorge Luíz Xavier Lins Cunha","is_ca":true},{"name":"Gabriela Castelo Branco Oliveira","is_ca":false},{"name":"Natália Helena Malta Soares","is_ca":true},{"name":"Rafaela Ferreira da Silva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02529059831546205,"gpt":0.3140198994615098,"spread":0.2887293011460478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004428082,0.0008572576,0.0005901426,0.0004564047,0.0002358217,0.0002719832,0.0005557667,0.0007264671,0.00164096],"category_scores_gemma":[0.0005207639,0.0002708247,0.0005691788,0.0005790253,0.0001779271,0.0002949391,0.0003272431,0.001278366,0.0005285307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178737,"about_ca_system_score_gemma":0.0003465108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001796293,"about_ca_topic_score_gemma":0.002030626,"domain_scores_codex":[0.99945,0.0001434505,0.00007196955,0.0001146905,0.0001369189,0.00008298137],"domain_scores_gemma":[0.9987337,0.0003912848,0.0002403989,0.000132111,0.0003281618,0.0001744211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001468851,0.001013416,0.0008686127,0.0001532961,0.00003527959,0.00005049025,0.00009685945,0.0003755973,0.991223,0.00004764801,0.0001947602,0.004472114],"study_design_scores_gemma":[0.00008634624,0.01020267,0.01964748,0.00002645325,0.00007170161,0.00007825179,0.0001476747,0.00121977,0.9645932,0.00005902127,0.003833505,0.00003390447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865012,0.002775127,0.00329185,0.0002490311,0.0001571836,0.0003786139,0.002745009,0.0002001852,0.003701832],"genre_scores_gemma":[0.9650383,0.002753398,0.01092543,0.0003300322,0.00004381534,0.0007243269,0.006070918,0.00007286698,0.01404097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001796293,"threshold_uncertainty_score":0.005489528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379056974","doi":"10.7769/gesec.v14i5.2216","title":"Similaridades entre aglomerados produtivos: um ensaio teórico","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Geography","authors":[{"name":"Maurício Luiz Gonçalves Martiniano","is_ca":false},{"name":"Celso Machado","is_ca":true},{"name":"Felipe Venâncio Silva","is_ca":true},{"name":"Celimara Valente Gamba Lima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0698702951722105,"gpt":0.3717074335120633,"spread":0.3018371383398528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01245466,0.0004258093,0.001032454,0.008294689,0.003905938,0.01511822,0.001568685,0.002121946,0.004155457],"category_scores_gemma":[0.02828593,0.0004205423,0.00071069,0.01856739,0.008035126,0.01295949,0.005575263,0.002275603,0.0004819366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007917675,"about_ca_system_score_gemma":0.01085129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151494,"about_ca_topic_score_gemma":0.02064165,"domain_scores_codex":[0.9818913,0.009913441,0.0009566974,0.002919165,0.00350082,0.0008185162],"domain_scores_gemma":[0.9691902,0.01955959,0.004817812,0.001645637,0.00405546,0.0007313277],"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":[0.0002071354,0.0001238705,0.04005803,0.007092272,0.0003532899,0.001921553,0.1527599,0.0007373178,0.001020032,0.4951127,0.01490049,0.2857134],"study_design_scores_gemma":[0.00002717894,0.0001882999,0.06992131,0.00761392,0.0004192021,0.001426572,0.1658302,0.0008406432,0.001185815,0.1633082,0.5891499,0.00008872782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2373459,0.4958149,0.02897554,0.05181372,0.00294941,0.0003222947,0.001603447,0.00009148856,0.1810833],"genre_scores_gemma":[0.8206013,0.1507155,0.0107757,0.003217485,0.0007222937,0.0003167607,0.0005747108,0.0000610699,0.01301508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0151494,"threshold_uncertainty_score":0.0658673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388492121","doi":"10.7769/gesec.v14i11.3135","title":"The trends of policy research onto non-public preschool education –findings from scopus database","year":2023,"lang":"en","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Fogarty International Center; National Heart, Lung, and Blood Institute; National Health and Medical Research Council; European Regional Development Fund; Economic and Social Research Council; Medical Research Council; Bộ Giáo dục và Ðào tạo; Centers for Disease Control and Prevention; United States Agency for International Development; Canada Research Chairs; Canadian Institutes of Health Research; National Institute for Health and Care Research; Wellcome Trust; Government of the United Kingdom; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation; Bill and Melinda Gates Foundation","keywords":"Scopus; Early childhood education; Public policy; Early childhood; Public education; Political science; Education policy; Field (mathematics); Economic growth; Higher education; Psychology; Public administration; MEDLINE; Economics","authors":[{"name":"Minh Thu","is_ca":false},{"name":"Thang The Nguyen","is_ca":false},{"name":"Binh T. Ho","is_ca":false},{"name":"Hong Thi Thuy Pham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1372420719356471,"gpt":0.5109563860410531,"spread":0.373714314105406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01942432,0.0004377659,0.001764645,0.0779181,0.001109128,0.006667333,0.00116945,0.0009430292,0.004921899],"category_scores_gemma":[0.1094923,0.0004563727,0.001244638,0.1724193,0.001202841,0.003974521,0.002316848,0.0008506265,0.0008413518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00450503,"about_ca_system_score_gemma":0.02018374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02544918,"about_ca_topic_score_gemma":0.03208904,"domain_scores_codex":[0.9679815,0.005945732,0.01475492,0.001721933,0.008166743,0.001429173],"domain_scores_gemma":[0.79397,0.1302527,0.03839405,0.005928873,0.02869756,0.002756777],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007285997,0.0001080628,0.2230069,0.2967376,0.0022457,0.001427379,0.01305147,0.0004435136,0.001273795,0.01568748,0.05020764,0.3950819],"study_design_scores_gemma":[0.00006417194,0.0001775709,0.5387385,0.2123289,0.003658383,0.001839151,0.0273511,0.000491271,0.001212073,0.004069815,0.2099471,0.0001219143],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1705556,0.6710213,0.001538724,0.02053862,0.0008052242,0.0009933629,0.09797969,0.0002437735,0.03632372],"genre_scores_gemma":[0.4241445,0.537071,0.003988216,0.002038279,0.000462249,0.001127798,0.02869624,0.0001374394,0.002334332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9805757,"threshold_uncertainty_score":0.1027268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366598014","doi":"10.7769/gesec.v14i4.1985","title":"Mark granovetter nos estudos do empreendedorismo e da inovação: uma revisão bibliométrica da última década","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","authors":[{"name":"Gustavo Passos Fortes","is_ca":false},{"name":"Túlio Silva Oliveira","is_ca":false},{"name":"Cândido Borges","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05893730289691148,"gpt":0.3378344618177466,"spread":0.2788971589208352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.03801109,0.0009399335,0.002640111,0.05439375,0.00409411,0.02536361,0.002553359,0.002102552,0.008206103],"category_scores_gemma":[0.1359178,0.0009516068,0.002186578,0.1146445,0.006143621,0.02071857,0.007221231,0.001594853,0.002140106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009178998,"about_ca_system_score_gemma":0.01763529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01620608,"about_ca_topic_score_gemma":0.02001866,"domain_scores_codex":[0.9385933,0.01940634,0.01072328,0.004446445,0.025674,0.00115666],"domain_scores_gemma":[0.8136156,0.1130518,0.02169486,0.01216181,0.03777646,0.001699507],"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":[0.0002645531,0.0001340477,0.1379718,0.03372732,0.001437947,0.0006423402,0.05112638,0.001840214,0.002351002,0.1160702,0.03693438,0.6174997],"study_design_scores_gemma":[0.00006062573,0.0001759325,0.1771027,0.02231609,0.001737947,0.001088012,0.06495641,0.001772208,0.005063063,0.07169417,0.6536778,0.0003551515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2170827,0.3475778,0.06343488,0.06838061,0.003483431,0.001489467,0.01751541,0.0009258902,0.2801099],"genre_scores_gemma":[0.618942,0.2823672,0.05452421,0.004256062,0.002249029,0.00197117,0.006533035,0.0004519554,0.02870545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9456062,"threshold_uncertainty_score":0.2010242,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366584769","doi":"10.7769/gesec.v14i4.1973","title":"Estudo bibliométrico sobre métodos de apoio multicritério à decisão aplicados à gestão de ciclo de vida de sistemas de defesa","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Office of Naval Research; National University of Defense Technology; Universidade Federal Fluminense; Tsinghua University; Texas State University; Defence Science and Technology Group; King Saud University; Université Laval","keywords":"Humanities; Physics; Political science; Philosophy","authors":[{"name":"Rômullo Girardi","is_ca":false},{"name":"Marcos dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0504980581475738,"gpt":0.3364345225316691,"spread":0.2859364643840953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02560431,0.001036523,0.002135064,0.03443683,0.002721199,0.01268865,0.00182826,0.001226515,0.005804081],"category_scores_gemma":[0.1153739,0.0006599259,0.001834059,0.08136947,0.001650287,0.009255211,0.004747605,0.001099489,0.001716568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006988762,"about_ca_system_score_gemma":0.01208416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168029,"about_ca_topic_score_gemma":0.01733667,"domain_scores_codex":[0.9576467,0.009523369,0.006473578,0.004057581,0.02116485,0.001133896],"domain_scores_gemma":[0.8767136,0.04630683,0.01899099,0.009441639,0.04710181,0.001445074],"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":[0.0003515741,0.0002029753,0.3417639,0.01201829,0.001795089,0.0004446257,0.02052355,0.007537542,0.003967747,0.03149552,0.01848608,0.5614131],"study_design_scores_gemma":[0.00009233637,0.000531645,0.5804747,0.004815985,0.002351836,0.001277751,0.04526107,0.02131953,0.01253088,0.0398073,0.2911003,0.0004365596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6714207,0.02399384,0.08311199,0.008906553,0.0005225985,0.002005149,0.0302212,0.002490742,0.1773273],"genre_scores_gemma":[0.9341759,0.007632316,0.03859396,0.0003782308,0.0002117985,0.001257281,0.008457107,0.0002686915,0.009024691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9655632,"threshold_uncertainty_score":0.1354101,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309945118","doi":"10.7769/gesec.v13i3.1341","title":"A utilização de S&amp;OP para o aumento da produtividade e redução do impacto ambiental na cadeia produtiva de alimentos: o caso da produção de maçã no Brasil","year":2022,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Agricultural science; Environmental science; Philosophy","authors":[{"name":"Henrique Corrêa da Cunha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07444205914516487,"gpt":0.3553258679185018,"spread":0.280883808773337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007393887,0.0005862709,0.0005862734,0.0007949838,0.0004369078,0.001657132,0.000529684,0.0009217831,0.004780723],"category_scores_gemma":[0.00140662,0.0003073226,0.0009918611,0.000721538,0.0005511551,0.000986145,0.0006426093,0.0007037082,0.001048782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006333692,"about_ca_system_score_gemma":0.0009290932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005676221,"about_ca_topic_score_gemma":0.007286066,"domain_scores_codex":[0.9993562,0.00008605339,0.00004785761,0.000188763,0.0002366079,0.00008452242],"domain_scores_gemma":[0.9990979,0.0002917922,0.0001960288,0.00008316593,0.0002656127,0.00006550069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001709054,0.000294632,0.006027271,0.002237894,0.00008750232,0.0002754324,0.0003202201,0.001478035,0.8996556,0.0006777954,0.0005806101,0.08665586],"study_design_scores_gemma":[0.00006126738,0.003328244,0.02742707,0.0002197856,0.0003431128,0.0003445102,0.0005760386,0.006147888,0.9309974,0.0004850727,0.02999164,0.00007783834],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570409,0.01378697,0.01419566,0.0004763458,0.0002821524,0.0002009579,0.001008113,0.0004122201,0.01259674],"genre_scores_gemma":[0.9653246,0.006511082,0.01588098,0.0002833525,0.00004821793,0.0001500756,0.0004369862,0.00009388834,0.01127084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005676221,"threshold_uncertainty_score":0.01599306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367557569","doi":"10.7769/gesec.v14i4.2064","title":"A América Latina no Antropoceno: continuidade ou ruptura?","year":2023,"lang":"pt","type":"article","venue":"Revista de Gestão e Secretariado (Management and Administrative Professional Review)","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Daniel Lemos Jeziorny","is_ca":false},{"name":"Hingrid Thainá Costa Solanich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05127392714324514,"gpt":0.3194721425963669,"spread":0.2681982154531218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001451649,0.0002651332,0.0003698589,0.001757459,0.001298077,0.006211074,0.0008663416,0.0008029745,0.006901067],"category_scores_gemma":[0.00400547,0.0001598074,0.0002327798,0.007112934,0.003073053,0.004653919,0.002354358,0.001269493,0.0006613098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957779,"about_ca_system_score_gemma":0.003838649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04045539,"about_ca_topic_score_gemma":0.03897706,"domain_scores_codex":[0.9994851,0.0001228756,0.00002920842,0.0001349721,0.00009705251,0.0001306577],"domain_scores_gemma":[0.9978371,0.0004321368,0.0007702175,0.0002115638,0.0004678519,0.0002811911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002742414,0.0001376623,0.1710779,0.001961225,0.0001059694,0.002492696,0.05156145,0.0008470648,0.002964766,0.3507345,0.02445558,0.393387],"study_design_scores_gemma":[0.00001696004,0.00006157631,0.1669072,0.001431741,0.00006276194,0.0008237256,0.03740009,0.0004848214,0.0003881087,0.03809441,0.7542964,0.00003222713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4500559,0.12453,0.003606461,0.07928172,0.000787913,0.00007158991,0.001700142,0.0001510232,0.3398153],"genre_scores_gemma":[0.9015573,0.07121716,0.002576701,0.001885378,0.0004929064,0.00007248251,0.0007096755,0.00007843561,0.02141003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04045539,"threshold_uncertainty_score":0.08043987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}