{"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":"8f8df9f5e9bc","filters":{"venue":"UMA Editorial eBooks"}},"results":[{"id":"W4388047502","doi":"10.24310/mumaedmumaed.8073","title":"Ni de aquí, ni de allá: las olas migratorias españolas a Alemania en el cine y en relatos testimoniales","year":2023,"lang":"es","type":"book-chapter","venue":"UMA Editorial eBooks","topic":"Spanish Culture and Identity","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":"University of Windsor","funders":"","keywords":"Art","authors":[{"name":"Víctor Sevillano Canicio","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01722996262181243,"gpt":0.2478016178399564,"spread":0.2305716552181439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001353481,0.001585379,0.001660092,0.0004612971,0.001431193,0.00184845,0.001240925,0.002578927,0.00101354],"category_scores_gemma":[0.001131229,0.001539692,0.0008397951,0.00003839489,0.0007368929,0.000371449,0.0005678059,0.002196464,0.002919162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007138015,"about_ca_system_score_gemma":0.001118142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01340417,"about_ca_topic_score_gemma":0.021819,"domain_scores_codex":[0.9937312,0.0003137335,0.001448279,0.001412433,0.0016304,0.001463973],"domain_scores_gemma":[0.9955074,0.00116434,0.0008243565,0.001094853,0.0007960421,0.0006129639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002473822,0.00007258885,0.0002844158,0.0002407035,0.0007761123,0.0002645998,0.01896805,0.000002565253,0.0007174116,0.4425377,0.5355484,0.0003400478],"study_design_scores_gemma":[0.001707946,0.0006667183,0.0002383469,0.001288162,0.001247314,0.00003352969,0.001095144,0.00001338954,0.0002346834,0.04281707,0.9490528,0.001604948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0120277,0.000621031,0.00001528483,0.0003926465,0.6283566,0.001647267,0.001149733,0.001263746,0.354526],"genre_scores_gemma":[0.01040979,0.0003304084,0.0001136233,0.000163697,0.6169708,0.000116281,0.0001740728,0.0003896363,0.3713316],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4135043,"threshold_uncertainty_score":0.9998997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389737067","doi":"10.24310/mumaedmumaed.120","title":"La Senda es Peligrosa","year":2018,"lang":"es","type":"book","venue":"UMA Editorial eBooks","topic":"Photographic and Visual Arts","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Yukon Health and Social Services","funders":"","keywords":"Humanities; Art","authors":[{"name":"Elisa Lozano Chiarlones","is_ca":true},{"name":"Teresa García","is_ca":true},{"name":"Eduardo Marín Sánchez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02099213060123951,"gpt":0.261812783255663,"spread":0.2408206526544235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006887789,0.0009932524,0.0009890707,0.0003620948,0.00128461,0.001537092,0.0006760572,0.001359138,0.002517762],"category_scores_gemma":[0.00009715482,0.0008868169,0.000703384,0.00001645689,0.002595768,0.0001549621,0.0003281143,0.0009940879,0.001902202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157593,"about_ca_system_score_gemma":0.000697109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005188069,"about_ca_topic_score_gemma":0.0003406679,"domain_scores_codex":[0.9959825,0.0002933714,0.0008143935,0.0009014199,0.001183972,0.0008243842],"domain_scores_gemma":[0.9972168,0.0006360734,0.0005152492,0.0007025552,0.0005780255,0.0003513082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001484267,0.00006237654,0.00000353981,0.0001765619,0.0002171497,0.00003097321,0.01000777,1.225232e-8,0.00004274529,0.2779293,0.7095928,0.001788384],"study_design_scores_gemma":[0.0008259662,0.0006925303,0.00000301331,0.0007812531,0.0002898715,0.000007573747,0.0006465454,0.000003166503,0.0001378403,0.0150082,0.9805623,0.001041734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001686353,0.00007988369,0.000001853844,0.00001254579,0.4003484,0.0003534057,0.0004786808,0.0002042178,0.5968347],"genre_scores_gemma":[0.01513099,0.00005041762,0.000008361233,0.00008825264,0.6155584,0.00004194038,0.0001286492,0.0001241429,0.3688688],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2709695,"threshold_uncertainty_score":0.9999373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388828804","doi":"10.24310/mumaedmumaed.93","title":"Avances de la Investigación en Biomecánica en España","year":2023,"lang":"es","type":"book","venue":"UMA Editorial eBooks","topic":"Biomedical and Engineering Education","field":"Engineering","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":"Agencia Estatal de Investigación; European Commission; European Regional Development Fund; Cumming School of Medicine, University of Calgary; Ministerio de Ciencia, Innovación y Universidades; Gobierno de Aragón; Ministerio de Ciencia e Innovación; Universitat Jaume I; Junta de Andalucía; Fundació la Marató de TV3; Ministerio de Economía y Competitividad; Alberta Health Services","keywords":"Humanities; Physics; Philosophy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005980623409116817,"gpt":0.2409692018854004,"spread":0.2349885784762836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111516,0.0006952885,0.0006607258,0.000457518,0.0001261379,0.0002209418,0.0007071284,0.002565853,0.00006673166],"category_scores_gemma":[0.0009566444,0.0007164062,0.000245588,0.0001587677,0.0003674181,0.00008387333,0.0001760239,0.00140549,0.0008954727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007934165,"about_ca_system_score_gemma":0.0009796444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000164361,"about_ca_topic_score_gemma":0.000005633181,"domain_scores_codex":[0.9970378,0.0001961005,0.0006240252,0.0005772864,0.000790064,0.0007747528],"domain_scores_gemma":[0.9966751,0.002070678,0.0001227856,0.0005156283,0.00007944892,0.0005363398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002239205,0.00002836066,0.00001020981,0.002080688,0.0003143737,0.00002963106,0.001860069,0.0002668671,0.00506022,0.006577473,0.9712789,0.01247081],"study_design_scores_gemma":[0.0004186596,0.00008848288,0.0001193397,0.001116511,0.0001349848,0.000007313213,0.00003605466,0.0008470706,0.0008030663,0.007202615,0.9884658,0.0007601299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001012712,0.0004002998,0.0006772619,0.0002764167,0.887956,0.0004504023,0.0002030138,0.002127654,0.1068962],"genre_scores_gemma":[0.003347224,0.0004987713,0.001225978,0.00003307297,0.8794687,0.0001833472,0.0002370645,0.0003616763,0.1146441],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01718687,"threshold_uncertainty_score":0.9998825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}