{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"48a9b529ff11","filters":{"venue":"Natureza & Conservação"}},"results":[{"id":"W2325668741","doi":"10.4322/natcon.00802009","title":"Successional and Seasonal Changes in a Community of Dung Beetles (Coleoptera: Scarabaeinae) in a Brazilian Tropical Dry Forest","year":2010,"lang":"en","type":"article","venue":"Natureza & Conservação","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":83,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Fundação de Amparo à Pesquisa do Estado de Mato Grosso; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Inter-American Institute for Global Change Research; National Science Foundation","keywords":"Scarabaeinae; Dung beetle; Tropical and subtropical dry broadleaf forests; Ecology; Scarabaeidae; Tropical forest; Biology; Geography; Agroforestry","authors":[{"name":"Frederico S. Neves","is_ca":false},{"name":"Victor Hugo Fonseca Oliveira","is_ca":false},{"name":"Mário M. Espírito‐Santo","is_ca":false},{"name":"Fernando Zagury Vaz‐de‐Mello","is_ca":false},{"name":"Júlio Louzada","is_ca":false},{"name":"Arturo Sánchez‐Azofeifa","is_ca":true},{"name":"Geraldo Wilson Fernandes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007525117563456897,"gpt":0.2523262435897161,"spread":0.2448011260262592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002946279,0.0001116483,0.0001956482,0.00006574811,0.0001311571,0.000008218732,0.0001773113,0.0002769973,0.0001314369],"category_scores_gemma":[0.0001700625,0.0001014278,0.00002536494,0.0001810189,0.0005114451,0.0001040445,0.000236502,0.001211313,0.000005042831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003168186,"about_ca_system_score_gemma":0.00002024979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001106761,"about_ca_topic_score_gemma":0.6386082,"domain_scores_codex":[0.999182,0.0001571658,0.0001678515,0.0001665371,0.0001363132,0.0001900792],"domain_scores_gemma":[0.9993555,0.0003838328,0.00006437097,0.000131053,0.00001340458,0.0000518498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005357431,0.000141058,0.9955379,0.00002119142,0.000005649452,0.000009718166,0.0007517607,0.00001861103,0.001608208,0.0007738397,0.00003095635,0.00104754],"study_design_scores_gemma":[0.0006080686,0.00005566162,0.9944395,0.00003394783,0.000004361254,0.00000529591,0.0001538417,0.002620299,0.0000879558,0.001787955,0.0001068292,0.00009624862],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971091,0.0001423597,0.000004032515,0.00146601,0.00009542489,0.0001413237,0.00001111051,0.000009153159,0.001021519],"genre_scores_gemma":[0.9985552,0.00003821717,0.000760727,0.0005341166,0.00001101616,0.00002488993,0.000006587827,0.000005013417,0.00006417176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6375014,"threshold_uncertainty_score":0.5262618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035023632","doi":"10.4322/natcon.2013.025","title":"Site Selection for Restoration Planning: A Protocol With Landscape and Legislation Based Alternatives","year":2013,"lang":"en","type":"article","venue":"Natureza & Conservação","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":18,"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":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Selection (genetic algorithm); Legislation; Site selection; Protocol (science); Environmental planning; Environmental resource management; Geography; Computer science; Political science; Environmental science; Medicine; Artificial intelligence","authors":[{"name":"Verônica Fernandes Gama","is_ca":false},{"name":"Alexandre Camargo Martensen","is_ca":true},{"name":"Flávio Jorge Ponzoni","is_ca":false},{"name":"Márcia Makiko Hirota","is_ca":false},{"name":"Milton Cézar Ribeiro","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339951478714028,"gpt":0.2598956602596826,"spread":0.2464961454725423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001155418,0.0001058928,0.00009283162,0.00003231584,0.0001421915,0.00009191383,0.00005747494,0.00008304444,0.0002117983],"category_scores_gemma":[0.00001139822,0.0000730458,0.00001577914,0.0001184431,0.00001156562,0.0004992659,0.00001572587,0.00008116696,0.00003812294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002833312,"about_ca_system_score_gemma":0.00001305637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004569838,"about_ca_topic_score_gemma":0.001519397,"domain_scores_codex":[0.9993427,0.00003376159,0.000111388,0.0002226304,0.0001482552,0.0001412537],"domain_scores_gemma":[0.9996786,0.00005735906,0.0001004441,0.00008400329,0.00002902494,0.00005054045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002210603,0.0000322928,0.990772,0.00006332398,0.00001116539,6.727202e-7,0.0003899153,0.001551665,0.003673201,0.00001414386,0.002404535,0.0008660133],"study_design_scores_gemma":[0.002443448,0.0005087333,0.4892271,0.0001004061,0.00002219068,0.00001030016,0.00007408809,0.474414,0.002747875,0.0002716589,0.02988834,0.0002918766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794025,0.00001345397,0.001213749,0.0004998656,0.00002978357,0.01773673,0.000004855349,0.00005876774,0.001040234],"genre_scores_gemma":[0.9795163,3.203142e-7,0.002060793,0.0003609076,0.00005044694,0.01787437,0.0000243691,0.0000110677,0.0001014459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5015449,"threshold_uncertainty_score":0.2978721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325679437","doi":"10.4322/natcon.2011.025","title":"Influence of Landscape Features on Forest Maturity: the Case of a Fragmented Landscape in the erra do Mar Coastal Forest in Brazil","year":2011,"lang":"en","type":"article","venue":"Natureza & Conservação","topic":"Environmental and biological studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Universidade Federal do Rio de Janeiro","keywords":"Geography; Maturity (psychological); Agroforestry; Landscape ecology; Forest fragmentation; Ecology; Forestry; Environmental science; Biodiversity; Biology; Habitat","authors":[{"name":"Simone Rodrigues de Freitas","is_ca":false},{"name":"Leonardo Lignani","is_ca":false},{"name":"Diogo de Carvalho Cabral","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01366836133809652,"gpt":0.2319953953635263,"spread":0.2183270340254297,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000430085,0.000205343,0.0002558823,0.000038942,0.00009592624,0.00001054104,0.0004861496,0.0001797517,0.0002067909],"category_scores_gemma":[0.00009460994,0.00009869344,0.00008128929,0.0003547844,0.0005348477,0.0000795819,0.000328523,0.0005255677,0.00001788173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002263572,"about_ca_system_score_gemma":0.000005480764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003101711,"about_ca_topic_score_gemma":0.0468209,"domain_scores_codex":[0.9986851,0.0001660572,0.0003029702,0.0002896397,0.0002676226,0.0002885914],"domain_scores_gemma":[0.9991954,0.0002955573,0.0001448387,0.0003196156,0.000006744869,0.0000378422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003016132,0.0003311765,0.9943104,0.00001692925,0.00001413759,0.0002784378,0.001402102,0.0002586978,0.0005348899,0.0002883225,0.001530583,0.0007326479],"study_design_scores_gemma":[0.0005718787,0.0002648878,0.9958001,0.00005025665,0.00001207568,0.0001079777,0.001240756,0.00005833479,0.0003399371,0.0009862548,0.0004397832,0.0001277488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928682,0.0005506483,3.587858e-7,0.0005287183,0.0000296569,0.0003851886,0.00005233814,0.000008804854,0.00557609],"genre_scores_gemma":[0.9984471,0.0001438938,0.00005689659,0.00124263,0.00001047874,0.00003559668,0.000008314682,0.000007052119,0.00004808957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04371919,"threshold_uncertainty_score":0.9705721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}