{"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":"230659064913","filters":{"venue":"Mérida Publishers eBooks"}},"results":[{"id":"W4386824655","doi":"10.4322/mp.978-65-84548-14-5.c3","title":"Estratégias de recuperação de áreas degradadas","year":2023,"lang":"pt","type":"book-chapter","venue":"Mérida Publishers eBooks","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":"Geography","authors":[{"name":"Dayvson Dansi Rodrigues","is_ca":true},{"name":"Sillas Ramos Mariano","is_ca":true},{"name":"Maria Amélia Bonfante da Silva","is_ca":true},{"name":"Otacílio José Passos Rangel","is_ca":true},{"name":"César Santos Carvalho","is_ca":true},{"name":"Guilherme Andrião Trugilho","is_ca":true},{"name":"Marlon Alves Peçanha da Silva","is_ca":true},{"name":"Marjorie Mezabarba Gonçalves","is_ca":true},{"name":"Luana Soares Egidio","is_ca":true},{"name":"Silvia Aline Bérgamo Xavier","is_ca":true},{"name":"Natália Cassa","is_ca":true},{"name":"Aline Marchiori Crespo","is_ca":true},{"name":"Geisa Corrêa Louback","is_ca":true},{"name":"Igor Borges Peron","is_ca":true},{"name":"Maurício Novaes Souza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02636317872716648,"gpt":0.2373968171911189,"spread":0.2110336384639525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424295,0.0003824372,0.0001807085,0.001164709,0.0006704074,0.003028638,0.001004486,0.0007481588,0.01117912],"category_scores_gemma":[0.001354886,0.0003241591,0.0005638263,0.001438501,0.00121165,0.001840099,0.001260835,0.001053677,0.002107461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449494,"about_ca_system_score_gemma":0.00174177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002980589,"about_ca_topic_score_gemma":0.01076629,"domain_scores_codex":[0.9991392,0.0002092444,0.00003628802,0.000109605,0.0004045977,0.0001010485],"domain_scores_gemma":[0.9993987,0.0002432777,0.00007682022,0.00009451355,0.0001434524,0.00004323165],"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":[0.0001443958,0.0003984805,0.004323178,0.002716747,0.00004784573,0.0005924948,0.006052734,0.006877953,0.05566657,0.195609,0.02876835,0.6988022],"study_design_scores_gemma":[0.00003246386,0.0004470767,0.02253452,0.00162043,0.00008298338,0.001143511,0.008140287,0.004992931,0.04985553,0.07775525,0.833329,0.00006601604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07119778,0.02893531,0.06093503,0.005051762,0.0004530465,0.0003146674,0.0003732067,0.0006562467,0.832083],"genre_scores_gemma":[0.4908321,0.04306103,0.07016617,0.001102159,0.0001210048,0.000297172,0.0003776003,0.0003380814,0.3937047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01117912,"threshold_uncertainty_score":0.03739786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391640586","doi":"10.4322/mp.978-65-84548-22-0.c7","title":"Levantamento e planejamento conservacionista no sítio Cachoeira Alegre","year":2024,"lang":"pt","type":"book-chapter","venue":"Mérida Publishers eBooks","topic":"Amazonian Archaeology and Ethnohistory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Emily de Matos Barbosa","is_ca":true},{"name":"Erasmo Verginio","is_ca":true},{"name":"Gleidiene dos Santos Bento","is_ca":true},{"name":"Mayra da Silva Polastrelli Lima","is_ca":true},{"name":"Tiago de Souza Alves","is_ca":true},{"name":"Jéferson Luiz Ferrari","is_ca":true},{"name":"Jonathan de Araujo Zanelato","is_ca":true},{"name":"Maurício Novaes Souza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03254010822905654,"gpt":0.2266844729635447,"spread":0.1941443647344882,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007100868,0.0003674957,0.0003537356,0.001051625,0.002514289,0.003128952,0.001027763,0.000821594,0.01603821],"category_scores_gemma":[0.0009729749,0.0003754928,0.0002894933,0.002398372,0.001792655,0.0009868338,0.001442872,0.001369698,0.001323859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004344256,"about_ca_system_score_gemma":0.01301594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1738886,"about_ca_topic_score_gemma":0.413407,"domain_scores_codex":[0.9994848,0.00006895315,0.0000284752,0.00008117387,0.0001681623,0.0001684811],"domain_scores_gemma":[0.9996306,0.00006873145,0.00006800161,0.0000790999,0.00008661894,0.00006684807],"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":[0.000224029,0.0001541731,0.03958907,0.001510731,0.00006277134,0.002295805,0.04007022,0.001185363,0.01093038,0.2545575,0.08363691,0.565783],"study_design_scores_gemma":[0.000006566604,0.0000468998,0.03473492,0.000333214,0.00002628997,0.000559104,0.004940863,0.0001255398,0.0005759128,0.002132516,0.9565035,0.00001465265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1773105,0.04251195,0.002375975,0.023829,0.0008172721,0.0001767418,0.001653803,0.0004228553,0.7509019],"genre_scores_gemma":[0.5034298,0.01982269,0.006858485,0.001739339,0.0003130769,0.0001527934,0.0009133351,0.000336681,0.4664338],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1738886,"threshold_uncertainty_score":0.3457528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390240626","doi":"10.4322/mp.978-65-84548-20-6.c8","title":"Superação da evasão e da retenção: Plano de Permanência e Êxito do Instituto Federal de Educação, Ciência e Tecnologia de Roraima (IFRR)","year":2023,"lang":"pt","type":"book-chapter","venue":"Mérida Publishers eBooks","topic":"Evasion and Academic Success Factors","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Angelamar Gonçalves de Almirante","is_ca":true},{"name":"Sandra Grützmacher","is_ca":true},{"name":"Daniele Sayuri Fujita Ferreira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09880611904290433,"gpt":0.3295539932010597,"spread":0.2307478741581553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002198972,0.0002898252,0.0002832642,0.00118361,0.001904931,0.007174331,0.00103853,0.001351358,0.0104999],"category_scores_gemma":[0.00230991,0.0002593397,0.0003090706,0.001493299,0.003283437,0.003368631,0.002273881,0.002308168,0.002084301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764757,"about_ca_system_score_gemma":0.01132508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007327338,"about_ca_topic_score_gemma":0.01279678,"domain_scores_codex":[0.9990325,0.0002531034,0.00003045877,0.0001296872,0.0002939266,0.000260274],"domain_scores_gemma":[0.9988608,0.0003980291,0.0001169513,0.00007944299,0.0002144787,0.0003303766],"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":[0.00005475,0.0001350592,0.006170199,0.0001773543,0.000005779149,0.0002382519,0.03438624,0.0003729654,0.0009392392,0.5297154,0.04052375,0.387281],"study_design_scores_gemma":[0.00001555214,0.0002196055,0.03380577,0.0009757253,0.0000176812,0.0006434553,0.03719248,0.0008480369,0.001735547,0.1237264,0.8007807,0.00003912717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07972374,0.01353828,0.004629577,0.02105746,0.0004761216,0.00009381097,0.000128383,0.0002508784,0.8801019],"genre_scores_gemma":[0.6350397,0.007221444,0.005365301,0.0008211975,0.0001913707,0.0001144197,0.0001271507,0.0001784547,0.3509409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0104999,"threshold_uncertainty_score":0.03512567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}