{"meta":{"query_hash":"bee65ade82ed","filters":{"venue":"Desenvolvimento em Debate"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bee65ade82ed","api":"https://metacan.xera.ac/api/v1/cohort?venue=Desenvolvimento+em+Debate"},"results":[{"id":"W3044361424","doi":"10.51861/ded.dmoz.1.003","title":"Os Bics e o Desenvolvimento Verde: como a China está forjando um novo modelo de desenvolvimento verde que o Brasil, a Índia e outros já estão copiando","year":2011,"lang":"pt","type":"article","venue":"Desenvolvimento em Debate","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04641412141643763,"score_gpt":0.24675569599473085,"score_spread":0.2003415745782932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044361424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18171442,0.0034159063,0.060469728,0.023115288,0.00041602805,0.00010579844,0.0013993059,0.00035140384,0.7290121],"genre_scores_gemma":[0.9003458,0.0015091655,0.005815131,0.00059093314,0.000060845472,0.00006195898,0.00034139925,0.00008818054,0.09118655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992337,0.0001631032,0.000022434639,0.00021510269,0.00020778163,0.00015799944],"domain_scores_gemma":[0.99934286,0.00006636089,0.00009116377,0.000120123485,0.00020972056,0.00016981372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008384862,0.0006940233,0.00038566723,0.0010246016,0.0025467435,0.005126659,0.001655208,0.0013145944,0.014417453],"category_scores_gemma":[0.0015036932,0.00031708588,0.00081230386,0.0015498667,0.0063555255,0.004511013,0.0028216185,0.0021541775,0.0011851438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029036746,0.000011652959,0.0027064336,0.000041364186,0.000013943123,0.00012156521,0.0008742392,0.0035754459,0.00017289404,0.98008865,0.0033094,0.00905548],"study_design_scores_gemma":[0.000047541398,0.00009398693,0.013919069,0.00022369469,0.000060564344,0.00025075732,0.0021977534,0.020267343,0.0007135737,0.6886745,0.27346876,0.00008241551],"about_ca_topic_score_codex":0.10141174,"about_ca_topic_score_gemma":0.080169134,"teacher_disagreement_score":0.10141174,"about_ca_system_score_codex":0.009122146,"about_ca_system_score_gemma":0.0071300277,"threshold_uncertainty_score":0.20164287},"labels":[],"label_agreement":null},{"id":"W3135272844","doi":"10.51861/ded.dmv.001","title":"Desenvolvimento e inserção externa da América Latina: a autonomia periférica e o legado de Hélio Jaguaribe","year":2020,"lang":"pt","type":"article","venue":"Desenvolvimento em Debate","topic":"International Relations in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy; Physics","score_opus":0.06524107520693448,"score_gpt":0.3380456624152421,"score_spread":0.2728045872083076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135272844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17118862,0.23228984,0.00325761,0.20663457,0.002160498,0.00004217391,0.0002502368,0.00008266895,0.38409388],"genre_scores_gemma":[0.8219553,0.11183292,0.001803063,0.010704334,0.0011928116,0.0001001578,0.00016642062,0.00009094041,0.05215413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884415,0.0005925935,0.00004178742,0.00015888884,0.00014340454,0.00021916772],"domain_scores_gemma":[0.9980019,0.0011187268,0.00034416598,0.000106015075,0.00026195977,0.00016723236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002586376,0.00034663623,0.00035014085,0.0021041997,0.0043518078,0.008463395,0.0007038192,0.001655081,0.0066872104],"category_scores_gemma":[0.0030836964,0.0001776921,0.00037783972,0.0041636615,0.007979403,0.0044654366,0.0037336107,0.0023685745,0.0003927334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113928494,0.00004512674,0.020565625,0.0010008134,0.000046330446,0.0008718277,0.16339889,0.00029449226,0.00095049763,0.695809,0.020447938,0.09645554],"study_design_scores_gemma":[0.000017613665,0.000039405793,0.02935943,0.0022352226,0.000045334644,0.0003860146,0.09103441,0.00012455767,0.00035369123,0.03341567,0.8429507,0.000037939648],"about_ca_topic_score_codex":0.03668718,"about_ca_topic_score_gemma":0.04112111,"teacher_disagreement_score":0.03668718,"about_ca_system_score_codex":0.0069944467,"about_ca_system_score_gemma":0.0068029193,"threshold_uncertainty_score":0.07294732},"labels":[],"label_agreement":null},{"id":"W4375948598","doi":"10.51861/ded.dmvtrt.1.740","title":"A influência dos principais determinantes e da governança sobre o desmatamento na Amazônia Legal brasileira: uma abordagem por painel (2003- 2020)","year":2023,"lang":"pt","type":"article","venue":"Desenvolvimento em Debate","topic":"Agricultural and Food Sciences","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Amazon rainforest; Political science; Geography; Biology","score_opus":0.02921398767797527,"score_gpt":0.25840956298031553,"score_spread":0.22919557530234025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375948598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859423,0.002223045,0.0009433436,0.0014896343,0.000016030295,0.000034472458,0.0023448383,0.000037098143,0.006969309],"genre_scores_gemma":[0.99794286,0.0005001977,0.00033917156,0.000035847595,0.0000048412717,0.000010994945,0.00025832554,0.000003889021,0.00090375566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996332,0.000099759396,0.000018552502,0.00007475176,0.00007219386,0.00010147157],"domain_scores_gemma":[0.9987638,0.00027467872,0.0004146212,0.00009053038,0.00027922177,0.00017720847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067471503,0.00017349087,0.0001854654,0.000537534,0.00038959176,0.0011490056,0.00035251136,0.0002307112,0.002540038],"category_scores_gemma":[0.0023603197,0.00015735641,0.00039010448,0.0012892098,0.0005079408,0.00070542574,0.00067936064,0.00036294386,0.00014520882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009676282,0.000028920005,0.96585464,0.0001748386,0.00008210644,0.0002342238,0.0022905248,0.0010943547,0.0011050721,0.002350589,0.0009933766,0.02569457],"study_design_scores_gemma":[0.000005127271,0.000053439926,0.98972285,0.00007080112,0.0000740447,0.00006299934,0.0018395046,0.0011480277,0.00024933548,0.00023717998,0.006528981,0.000007675014],"about_ca_topic_score_codex":0.44901982,"about_ca_topic_score_gemma":0.6129136,"teacher_disagreement_score":0.44901982,"about_ca_system_score_codex":0.0029516795,"about_ca_system_score_gemma":0.002571635,"threshold_uncertainty_score":0.8928125},"labels":[],"label_agreement":null}]}