{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"75eece40a046","filters":{"venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade"}},"results":[{"id":"W2464210507","doi":"10.21438/rbgas.030401","title":"Principais deficiências dos estudos de impacto ambiental","year":2016,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":12,"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; Humanities; Physics; Business; Philosophy","authors":[{"name":"Alexandre Nascimento de Almeida","is_ca":true},{"name":"Nathália Barbosa de Oliveira","is_ca":true},{"name":"João Carlos Garzel Leodoro da Silva","is_ca":true},{"name":"Humberto Ângelo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01789377171604091,"gpt":0.2843928228746759,"spread":0.266499051158635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1242986,0.001524712,0.001866553,0.006444221,0.00416257,0.01170845,0.00336817,0.001892086,0.004533837],"category_scores_gemma":[0.275855,0.001493877,0.002678517,0.01035473,0.009662607,0.00638774,0.00707189,0.002363953,0.0008851624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006202018,"about_ca_system_score_gemma":0.01120877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02069945,"about_ca_topic_score_gemma":0.02448516,"domain_scores_codex":[0.7956914,0.1288253,0.01700194,0.01269701,0.04401701,0.001767305],"domain_scores_gemma":[0.5858338,0.3116725,0.02767729,0.02804998,0.04526772,0.001498669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004941944,0.0002928427,0.3711315,0.02187352,0.003208807,0.000885834,0.09449796,0.006274264,0.005452663,0.1291289,0.009809268,0.3569503],"study_design_scores_gemma":[0.0001692985,0.00093713,0.3090053,0.02094736,0.003256657,0.002344012,0.09550531,0.01060041,0.01426829,0.2731587,0.2692638,0.0005436758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3809428,0.08437703,0.2983803,0.04874568,0.002170178,0.00411073,0.004271889,0.0007208314,0.1762807],"genre_scores_gemma":[0.8854437,0.02071598,0.07822184,0.004101577,0.000509979,0.003089339,0.0006745273,0.0002073073,0.007035795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242986,"threshold_uncertainty_score":0.6573616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2971867254","doi":"10.21438/rbgas.061315","title":"Levantamento dos impactos socioambientais na área do lixão a céu aberto no Município de Corrente, Estado do Piauí, Nordeste do Brasil","year":2019,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Physics; Environmental science","authors":[{"name":"Patrine Nunes Gomes","is_ca":false},{"name":"Marcília Martins da Silva","is_ca":false},{"name":"Luana de Castro Pereira","is_ca":false},{"name":"Luzirany Soares Lopes","is_ca":false},{"name":"Cecília de Souza Carvalho","is_ca":false},{"name":"Raiane Oliveira de Souza","is_ca":false},{"name":"Estéfani Barros Maciel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009369022922725517,"gpt":0.2596334774726981,"spread":0.2502644545499726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003383402,0.0002366418,0.0003586915,0.001008124,0.0008983583,0.001309857,0.0003465125,0.000270114,0.001420706],"category_scores_gemma":[0.0009227664,0.0002245473,0.0003424268,0.001755227,0.0006885349,0.0003170445,0.0008393971,0.0002537271,0.0001667087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282355,"about_ca_system_score_gemma":0.003079513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4834689,"about_ca_topic_score_gemma":0.7286643,"domain_scores_codex":[0.9996513,0.00007052203,0.00001662581,0.00007348645,0.0001002135,0.00008776467],"domain_scores_gemma":[0.9994154,0.0001125522,0.0001452694,0.00003299646,0.0002106619,0.00008317149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001420213,0.00004945417,0.9667195,0.0002423855,0.00009525444,0.0006899353,0.007932396,0.0008076638,0.004466617,0.0006371631,0.0004810319,0.01773644],"study_design_scores_gemma":[0.00000172698,0.00005134116,0.9926943,0.00003404136,0.00002370474,0.00006682338,0.004756142,0.000222437,0.0002015712,0.00005590852,0.00188614,0.000005876883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963368,0.0003621981,0.0001215193,0.00008874659,0.000004135332,0.00001818039,0.0003928779,0.000009837316,0.002665583],"genre_scores_gemma":[0.9972042,0.000350202,0.0003236736,0.00001942079,0.000002248093,0.00002372168,0.000164693,0.000002513914,0.001909249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4834689,"threshold_uncertainty_score":0.9613097,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738798091","doi":"10.21438/rbgas.040704","title":"Principais problemas na previsão e avaliação de impactos ambientais nos Estudos de Impacto Ambiental (EIAs): uma aplicação da análise de correlação canônica","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","authors":[{"name":"Alexandre Nascimento de Almeida","is_ca":true},{"name":"Maria Raquel Kanieski","is_ca":true},{"name":"Philipe Ricardo Casemiro Soares","is_ca":true},{"name":"Humberto Ângelo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02839373219175913,"gpt":0.3177033653032931,"spread":0.289309633111534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04600671,0.001318964,0.001724543,0.005455877,0.003352602,0.01072256,0.002885077,0.001989087,0.003070098],"category_scores_gemma":[0.1110319,0.001149762,0.001940064,0.01840979,0.006541301,0.005853567,0.005635067,0.002402909,0.0004998485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005679409,"about_ca_system_score_gemma":0.009163156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03820654,"about_ca_topic_score_gemma":0.05175346,"domain_scores_codex":[0.9342598,0.03581553,0.004943857,0.006927061,0.01672029,0.001333485],"domain_scores_gemma":[0.8508289,0.09935563,0.01563731,0.01248015,0.02085473,0.0008432074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000322828,0.0002148534,0.6763875,0.01092437,0.002393467,0.0006458009,0.06813102,0.00517991,0.005155483,0.0582658,0.003675947,0.1687032],"study_design_scores_gemma":[0.00005243854,0.0006355707,0.6785884,0.005816882,0.002262127,0.001075069,0.08188409,0.007607032,0.009007384,0.08795553,0.124788,0.0003275499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7142921,0.03686667,0.1529341,0.0180958,0.0008366245,0.00158979,0.004926394,0.0003401621,0.07011835],"genre_scores_gemma":[0.948999,0.007838721,0.03584519,0.001210556,0.0001650383,0.001116705,0.0006525549,0.00009815119,0.004074163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04600671,"threshold_uncertainty_score":0.2433096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804898682","doi":"10.21438/rbgas.050905","title":"A polidez climática através das Conferências das Partes: ensaio político","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Ana Cândida Ferreira Vieira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01879988216297892,"gpt":0.3124239954695538,"spread":0.2936241133065749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00230443,0.0002822805,0.0002821849,0.0009668349,0.004575901,0.006662058,0.0008050312,0.001049296,0.01397325],"category_scores_gemma":[0.003805009,0.0003151255,0.000375947,0.002252468,0.005395668,0.002516275,0.004340661,0.001734595,0.0008535791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00622095,"about_ca_system_score_gemma":0.006653434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0415576,"about_ca_topic_score_gemma":0.08140242,"domain_scores_codex":[0.9976883,0.0009202479,0.00006598241,0.0003796555,0.0005195639,0.0004261963],"domain_scores_gemma":[0.9974801,0.0007333971,0.0003946095,0.0003003457,0.0004887722,0.0006027524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004771971,0.0001740107,0.08282971,0.001237108,0.0001412928,0.002353479,0.1455238,0.004003383,0.02451256,0.508642,0.02825264,0.2018529],"study_design_scores_gemma":[0.00002327575,0.0001917188,0.1617127,0.0005025906,0.0000697078,0.0005183619,0.0770236,0.001457484,0.002309995,0.02817289,0.7279251,0.00009260014],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4401448,0.005731995,0.02045616,0.02403157,0.0005774439,0.0002771636,0.0006617499,0.0003767473,0.5077424],"genre_scores_gemma":[0.9627584,0.002002731,0.002329493,0.0004682737,0.00009353057,0.00008664349,0.00009747165,0.00006703902,0.03209649],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0415576,"threshold_uncertainty_score":0.08263141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803750453","doi":"10.21438/rbgas.050904","title":"A Usina Hidrelétrica de Belo Monte (Altamira, Estado do Pará, Norte do Brasil), o reassentamento urbano coletivo e a avaliação de impactos ambientais","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Hydropower, Displacement, Environmental Impact","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"Lucas dos Santos Alves","is_ca":true},{"name":"Sara Nayara da Silva Hage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02363376405928386,"gpt":0.3722040040113391,"spread":0.3485702399520553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145702,0.0002345076,0.00034051,0.002588568,0.001967678,0.001869074,0.0005339155,0.0003976352,0.003598653],"category_scores_gemma":[0.003028595,0.0003121917,0.0002870226,0.004049652,0.001767302,0.001056674,0.001675468,0.0003801655,0.0002084834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005027793,"about_ca_system_score_gemma":0.006926187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3927784,"about_ca_topic_score_gemma":0.7217505,"domain_scores_codex":[0.999116,0.0002302368,0.00005187726,0.0001579716,0.0002452892,0.0001986039],"domain_scores_gemma":[0.9981269,0.0005096773,0.0005548404,0.000114144,0.0004679862,0.0002264336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265728,0.0001242328,0.8112581,0.001731449,0.0001175859,0.0008799846,0.05173302,0.0008029034,0.004728715,0.008479768,0.003913173,0.1160044],"study_design_scores_gemma":[0.000003693866,0.00008260961,0.9355989,0.0003312086,0.00005013069,0.0001812813,0.02926881,0.0002181848,0.0003051996,0.000402953,0.03353536,0.00002162763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581178,0.004911418,0.00158846,0.001345253,0.00005465399,0.0002229658,0.003147678,0.00005712143,0.0305546],"genre_scores_gemma":[0.9923283,0.001604606,0.001793172,0.0001016045,0.00001213254,0.00009292024,0.0006997415,0.00001120812,0.003356182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3927784,"threshold_uncertainty_score":0.7809844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997573527","doi":"10.21438/rbgas.061406","title":"Panorama da energia eólica sob a perspectiva dos impactos ambientais no Brasil","year":2019,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Panorama; Political science; Humanities; Philosophy; Computer science; Artificial intelligence","authors":[{"name":"Cristhian Carla Bueno de Albuquerque","is_ca":true},{"name":"Lucas Rodrigues Maciel","is_ca":true},{"name":"Silvana Nakamori","is_ca":true},{"name":"Talila Auler","is_ca":false},{"name":"Anderson Catapan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01728726819897408,"gpt":0.2941584281895638,"spread":0.2768711599905898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007441644,0.0003477936,0.0003702831,0.002718825,0.001329559,0.002524467,0.000346705,0.0005202417,0.005843386],"category_scores_gemma":[0.001364224,0.0002715303,0.0003727574,0.004243464,0.001784156,0.001119177,0.0011808,0.0005458731,0.00031591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002859208,"about_ca_system_score_gemma":0.003310592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1165723,"about_ca_topic_score_gemma":0.2787598,"domain_scores_codex":[0.9992486,0.0001525255,0.00004315353,0.0001610327,0.000278954,0.0001157537],"domain_scores_gemma":[0.9990618,0.0002751272,0.0001164043,0.000119299,0.0003660467,0.0000613095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004290491,0.00009857571,0.1769788,0.003797458,0.0001878209,0.002209645,0.03757308,0.006846026,0.02696544,0.2494491,0.01191592,0.4835491],"study_design_scores_gemma":[0.00001716412,0.0001788111,0.5378612,0.002247178,0.0003147023,0.00153131,0.05163715,0.003620114,0.005361127,0.03919651,0.3579172,0.0001175837],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5378162,0.02788061,0.02004573,0.006669017,0.0002354303,0.0001675537,0.002208868,0.0003140171,0.4046626],"genre_scores_gemma":[0.9774004,0.009234294,0.004837859,0.0002272326,0.00002905896,0.00002926563,0.0002164428,0.00002972272,0.007995904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165723,"threshold_uncertainty_score":0.2317875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2541378828","doi":"10.21438/rbgas.030506","title":"Compartimentação geomorfológica da Sub-Bacia Hidrográfica do Riacho Bilheira, Taperuaba-CE, como subsídio ao planejamento ambiental","year":2016,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Geography and Environmental Studies","field":"Environmental Science","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":"Geoprocessing; Geography; Geomorphology; Geology; Forestry; Cartography","authors":[{"name":"Renato Oliveira Barros","is_ca":true},{"name":"Ernane Cortez Lima","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0167436832716437,"gpt":0.2378694821265384,"spread":0.2211257988548948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009577843,0.0003572404,0.0005739475,0.003096366,0.0008319879,0.002132776,0.0005671473,0.0004735005,0.002653155],"category_scores_gemma":[0.002434329,0.0002339397,0.0004177463,0.006078654,0.0007321272,0.0006600061,0.001009232,0.0003545722,0.0004428918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001935215,"about_ca_system_score_gemma":0.001985885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1179835,"about_ca_topic_score_gemma":0.2410512,"domain_scores_codex":[0.998973,0.0002872796,0.00005232903,0.0002609118,0.0002872322,0.0001392819],"domain_scores_gemma":[0.9985949,0.0003503539,0.0002508265,0.0001097001,0.000639049,0.00005512466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004472531,0.00008832724,0.8343053,0.001767115,0.000368062,0.0008160311,0.02568188,0.00114241,0.04386847,0.003539516,0.001004894,0.08697071],"study_design_scores_gemma":[0.000005536159,0.0002078736,0.9504308,0.0001708905,0.0001785085,0.0003396651,0.0178075,0.0006777652,0.005478285,0.0007296068,0.02393753,0.00003607476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744284,0.002178037,0.004256887,0.000224165,0.00002506867,0.0001514515,0.003470066,0.00007662508,0.01518944],"genre_scores_gemma":[0.9916087,0.0009448018,0.003599766,0.00005078642,0.000007829332,0.00008137992,0.001087068,0.00002723339,0.00259241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1179835,"threshold_uncertainty_score":0.2345935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580538603","doi":"10.21438/rbgas.030601","title":"Construções sustentáveis na Engenharia Civil e a responsabilidade socioambiental","year":2016,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Environmental Sustainability and Education","field":"Environmental Science","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":"Humanities; Political science; Physics; Philosophy","authors":[{"name":"Neucy Teixeira Queiroz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01289098642783125,"gpt":0.253328832956847,"spread":0.2404378465290158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003095513,0.0008810356,0.0005401439,0.002360691,0.006077931,0.0144829,0.001351301,0.002345542,0.01312444],"category_scores_gemma":[0.003288663,0.0004929939,0.000942854,0.002838717,0.0205861,0.008889192,0.008661206,0.002780007,0.002277049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006697157,"about_ca_system_score_gemma":0.007748982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007282166,"about_ca_topic_score_gemma":0.0119719,"domain_scores_codex":[0.9956236,0.002162134,0.0001358619,0.0004943803,0.0009741217,0.000609895],"domain_scores_gemma":[0.9976508,0.0008393344,0.0002447821,0.0004607791,0.0004255252,0.0003788123],"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":[0.000009640721,0.00002922579,0.00202274,0.0001490084,0.00001040677,0.0002506354,0.0161454,0.0004398859,0.0006588546,0.9557479,0.001996877,0.02253938],"study_design_scores_gemma":[0.000008161957,0.00007178665,0.006343084,0.0006965724,0.00003183684,0.000840921,0.05840598,0.001541783,0.001315045,0.4500581,0.4806291,0.00005762787],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.134568,0.01836321,0.06188276,0.02244903,0.0009516032,0.0001296618,0.0001745133,0.0002447457,0.7612365],"genre_scores_gemma":[0.9050354,0.01458771,0.01956389,0.0008120142,0.0002453508,0.0001156024,0.0001278102,0.0001101583,0.05940204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0144829,"threshold_uncertainty_score":0.04859155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285177761","doi":"10.21438/rbgas(2022)092131","title":"As fronteiras entre homem-gado-floresta","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Indigenous Health and Education","field":"Health Professions","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":"Geography; Sociology; Humanities; Art","authors":[{"name":"Karla Sessin Dilascio","is_ca":true},{"name":"Tatiane Silva Sousa","is_ca":true},{"name":"Charles Borges Rossi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02907359012492607,"gpt":0.3505263479862344,"spread":0.3214527578613084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005826992,0.0001566686,0.0002083991,0.0005615205,0.002849621,0.001740658,0.0004147518,0.000473612,0.009539672],"category_scores_gemma":[0.001231836,0.0001382431,0.0001744257,0.0007426855,0.002939346,0.0009395584,0.002734002,0.0005740271,0.0003906016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303356,"about_ca_system_score_gemma":0.002429203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07423257,"about_ca_topic_score_gemma":0.2269684,"domain_scores_codex":[0.9994356,0.0001569347,0.00001440384,0.00009219602,0.0001019604,0.0001988639],"domain_scores_gemma":[0.9993634,0.0001508336,0.0001408131,0.00004701195,0.00009031129,0.0002076697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003979533,0.000266442,0.3034836,0.0008494603,0.0000449384,0.004370731,0.3989661,0.0001849981,0.01878681,0.04589757,0.005695631,0.2210558],"study_design_scores_gemma":[0.00001197118,0.0002237315,0.530795,0.0004369918,0.00004192155,0.001280166,0.3227553,0.0001999493,0.001284127,0.004434704,0.1384999,0.00003622432],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317241,0.00243317,0.001019508,0.003321906,0.00008188222,0.00002441082,0.0001122088,0.00003252841,0.06125037],"genre_scores_gemma":[0.9916247,0.0007294514,0.0005707624,0.0001235537,0.00001164219,0.000006711353,0.00001386642,0.000004590112,0.006914691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07423257,"threshold_uncertainty_score":0.147601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891714232","doi":"10.21438/rbgas.051004","title":"A prática de birdwatching para o desenvolvimento de Tecnologia da Informação Verde","year":2018,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Science and Science Education","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":"Discovery Air (Canada)","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Thais Rocha de Oliveira","is_ca":true},{"name":"Paulo Urbano Ávila","is_ca":true},{"name":"David Steinwender","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0622923083737743,"gpt":0.3676127472049119,"spread":0.3053204388311376,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00479952,0.0004516823,0.0003683452,0.001907616,0.003556769,0.004920402,0.0008448815,0.001212731,0.006695515],"category_scores_gemma":[0.009787744,0.0003393198,0.0003952523,0.002382806,0.005236223,0.003221149,0.003297628,0.001260669,0.000907452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001964494,"about_ca_system_score_gemma":0.002184988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02122016,"about_ca_topic_score_gemma":0.056936,"domain_scores_codex":[0.9959642,0.002499763,0.0001481389,0.0004813079,0.0006899841,0.0002166338],"domain_scores_gemma":[0.9874303,0.007928389,0.0009379355,0.001666737,0.001490599,0.0005460046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004066341,0.0001105859,0.07000346,0.002210378,0.00008016864,0.001798154,0.378906,0.001364124,0.04875306,0.08912369,0.0124337,0.3948101],"study_design_scores_gemma":[0.00003807769,0.0006094888,0.1709204,0.002132511,0.0001613881,0.00222462,0.2358453,0.003210557,0.011341,0.02834622,0.5449106,0.0002598821],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6381655,0.007707937,0.09515222,0.01360646,0.0006687967,0.0004280237,0.000775365,0.0008266878,0.242669],"genre_scores_gemma":[0.9542927,0.001919114,0.02672094,0.0005819149,0.00007457725,0.0001280677,0.0001264435,0.00009734428,0.0160589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02122016,"threshold_uncertainty_score":0.04219335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2792605143","doi":"10.21438/rbgas.040816","title":"Intensidade energética dos países integrantes do BRICS (Brasil, Rússia, Índia, China e África do Sul)","year":2017,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; China; Political science; Philosophy","authors":[{"name":"Harine Matos Maciel","is_ca":true},{"name":"Ahmad Saeed Khan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01575773760351561,"gpt":0.2617738798298753,"spread":0.2460161422263597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000723071,0.0003715209,0.0002824571,0.001848766,0.0007946861,0.001532836,0.0002874161,0.0002645857,0.005462991],"category_scores_gemma":[0.001315054,0.0002182754,0.0004049116,0.003759153,0.0005548978,0.0005875382,0.0009921239,0.0002989324,0.0004230762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001148945,"about_ca_system_score_gemma":0.001627264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08426606,"about_ca_topic_score_gemma":0.1209302,"domain_scores_codex":[0.9995449,0.0001093399,0.00002594258,0.00007456959,0.0001274277,0.0001177875],"domain_scores_gemma":[0.9991805,0.0001688121,0.0002955339,0.00005666075,0.0002331707,0.0000652654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002118974,0.00008353476,0.8723267,0.0009167147,0.0002313607,0.0008603115,0.02288379,0.0007093266,0.00801785,0.00268954,0.002147972,0.08892094],"study_design_scores_gemma":[0.00000458714,0.00008133095,0.9676085,0.0001947229,0.00006720302,0.0002702608,0.01479319,0.0001675917,0.0007427639,0.0002681658,0.01578533,0.00001633862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680926,0.00154672,0.0009317395,0.0003510086,0.00001846731,0.00008580725,0.001923326,0.00004303301,0.02700748],"genre_scores_gemma":[0.9906718,0.001995934,0.001199135,0.00007098237,0.00001210947,0.0000777372,0.0008427762,0.00001525403,0.005114368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08426606,"threshold_uncertainty_score":0.1675512,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096557025","doi":"10.21438/rbgas(2020)071717","title":"Extratos aquosos de plantas nativas com potencial uso no manejo da murcha bacteriana do tomateiro Ralstonia solanacearum (Smith 1896) Yabuuchi et al. 1996","year":2020,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Ralstonia solanacearum; Horticulture; Caesalpinia; Traditional medicine; Biology; Botany; Medicine; Microbiology; Pathogen","authors":[{"name":"Raquel Maria da Silva","is_ca":true},{"name":"Wemerson Silva dos Santos","is_ca":true},{"name":"Edcleyton José de Lima","is_ca":true},{"name":"Kedma Maria Silva Pinto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01620154641708987,"gpt":0.2587189190911833,"spread":0.2425173726740934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002178327,0.0005684778,0.0004675689,0.000215907,0.0002330732,0.0005417764,0.000277002,0.0003241196,0.001542865],"category_scores_gemma":[0.0002430715,0.0002521444,0.0002996329,0.0002289634,0.0002906434,0.0003338684,0.0003596164,0.0005847581,0.0002917378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000236403,"about_ca_system_score_gemma":0.0003166273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001192945,"about_ca_topic_score_gemma":0.003335499,"domain_scores_codex":[0.9998135,0.000025127,0.00001273756,0.00005871571,0.0000609263,0.00002903862],"domain_scores_gemma":[0.9997141,0.00008514614,0.0000577385,0.00002891376,0.0000602637,0.0000538749],"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":[0.00006578815,0.00002560588,0.0003297206,0.00004787025,0.000003640754,0.00002122314,0.00003163113,0.000008768709,0.9986339,0.00000720016,0.00000586854,0.0008185856],"study_design_scores_gemma":[0.00001450337,0.002790554,0.01660103,0.00002592826,0.00006528599,0.0001502123,0.0002054034,0.0002303724,0.9765845,0.00004024037,0.003281185,0.00001074052],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954358,0.0009412222,0.001679226,0.00005033727,0.00005536947,0.00008482025,0.0002186041,0.00004595779,0.001488616],"genre_scores_gemma":[0.9769028,0.001586752,0.01036222,0.000145694,0.0000383159,0.0001217734,0.0007769463,0.00003974823,0.01002576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001542865,"threshold_uncertainty_score":0.005161405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217405385","doi":"10.21438/rbgas(2021)082003","title":"The relationship between hydrogen and its application in wind energy: A systematic review","year":2021,"lang":"en","type":"review","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Social Acceptance of Renewable Energy","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":"Discovery Air (Canada)","funders":"","keywords":"Scopus; Context (archaeology); Web of science; Wind power; Citation; Systematic review; Theme (computing); Bibliometrics; Computer science; Environmental economics; Management science; Data science; Operations research; Political science; Engineering; World Wide Web; Geography; Economics; MEDLINE","authors":[{"name":"Matheus Eurico Soares de Noronha","is_ca":true},{"name":"André Themoteo da Silva Melo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04504911355682039,"gpt":0.3481509778156819,"spread":0.3031018642588615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007183467,0.0009089196,0.003441039,0.01419556,0.0006751464,0.002794402,0.001071969,0.001660897,0.003524663],"category_scores_gemma":[0.02934691,0.0006232947,0.003229766,0.01806572,0.0009407932,0.002633179,0.001204828,0.0008826518,0.0002615377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179476,"about_ca_system_score_gemma":0.0133159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006629135,"about_ca_topic_score_gemma":0.01986495,"domain_scores_codex":[0.9942759,0.002106555,0.001773735,0.0004513071,0.001232037,0.000160489],"domain_scores_gemma":[0.972946,0.02140031,0.003183309,0.0002859616,0.001926747,0.0002577198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000101914,0.0000370488,0.001786156,0.8733594,0.002835852,0.0002210648,0.0007232735,0.0001070865,0.0002032888,0.0009725416,0.001765304,0.1178869],"study_design_scores_gemma":[0.00007798934,0.0002243176,0.0097416,0.8933119,0.02207782,0.001059729,0.001800951,0.0001033811,0.0002781654,0.0008295072,0.07044413,0.00005046595],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009665161,0.9981378,0.0001065902,0.0002285091,0.00007203865,0.00007666625,0.00009347529,0.000002076192,0.0003162961],"genre_scores_gemma":[0.009026492,0.9900809,0.0003728287,0.0001931971,0.00005772171,0.0001174195,0.00006992672,0.000002107675,0.00007933073],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01419556,"threshold_uncertainty_score":0.03799021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312872039","doi":"10.21438/rbgas(2022)092217","title":"Sorventes utilizados na remoção de Bisfenol A por processos de sorção: uma revisão integrativa","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Effects and risks of endocrine disrupting chemicals","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Molecular biology; Physics; Chemistry; Gynecology; Philosophy; Medicine; Biology","authors":[{"name":"Giovana Andziewski","is_ca":true},{"name":"Elisandra Carolina Martins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01690992054422968,"gpt":0.3260618588727606,"spread":0.3091519383285309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532089,0.000777196,0.0009763733,0.001429978,0.0005312334,0.002349858,0.0008184482,0.001321739,0.002204401],"category_scores_gemma":[0.0009777378,0.0003945754,0.001177022,0.001349414,0.0008407019,0.002409536,0.000846429,0.001082904,0.0005676377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001164139,"about_ca_system_score_gemma":0.001785345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762485,"about_ca_topic_score_gemma":0.005109335,"domain_scores_codex":[0.9989476,0.0001898616,0.00008887957,0.0002533603,0.0003886042,0.000131843],"domain_scores_gemma":[0.9992481,0.0002224294,0.0001524036,0.00004422792,0.0002909382,0.00004197002],"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":[0.0007768724,0.000425355,0.009282685,0.01670718,0.0003480525,0.001054759,0.001496789,0.002839063,0.3261452,0.007687987,0.002460762,0.6307752],"study_design_scores_gemma":[0.00004838684,0.002607729,0.017224,0.003184655,0.0007843836,0.002596179,0.002863213,0.005003028,0.3625231,0.003631182,0.5992886,0.0002455548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1577304,0.8157691,0.0130166,0.00191136,0.0008782253,0.0001177481,0.0002478526,0.00008024877,0.01024836],"genre_scores_gemma":[0.2741963,0.7034819,0.009401062,0.0009283316,0.0003877435,0.00009970534,0.0003056016,0.00005137063,0.01114809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003762485,"threshold_uncertainty_score":0.008446455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}