{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"54a06cc42151","filters":{"venue":"Zeitschrift für Katalanistik"}},"results":[{"id":"W4386345385","doi":"10.46586/zfk.2015.375-383","title":"Joaquim Arnau (ed.): <i>Reviving Catalan at School: challenges and instructional approaches.</i> Bristol / Buffalo / Toronto: Multilingual Matters, 2013","year":2015,"lang":"en","type":"article","venue":"Zeitschrift für Katalanistik","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Catalan; Humanities; Media studies; Political science; Sociology; Art","authors":[{"name":"Anna Subarroca Admetlla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0426107900194819,"gpt":0.2461236258708602,"spread":0.2035128358513783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007753135,0.0005921639,0.00060823,0.0001267674,0.0008545687,0.0004911036,0.0004282215,0.0002142817,0.002417217],"category_scores_gemma":[0.0002602585,0.0005538934,0.000156433,0.00003067206,0.0004231523,0.0008344587,0.0003675428,0.0005696923,0.0006208657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107402,"about_ca_system_score_gemma":0.0001265989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658448,"about_ca_topic_score_gemma":0.0244353,"domain_scores_codex":[0.9969015,0.00023478,0.0005990741,0.0009084112,0.0006042485,0.0007520341],"domain_scores_gemma":[0.9981455,0.0001768482,0.0003297799,0.0006194961,0.0001364271,0.0005919965],"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":[0.0004270484,0.000645584,0.002189655,0.001029627,0.0009393569,0.0004332258,0.2677918,0.0001134971,0.002061095,0.375449,0.1742761,0.174644],"study_design_scores_gemma":[0.001238867,0.0001492061,0.001698689,0.0001466249,0.00008746528,0.0003555787,0.01206188,0.0003469278,0.00005023416,0.00005010371,0.983039,0.0007754047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.677391,0.1179633,0.00002979486,0.001384745,0.002306078,0.0005755325,0.0003005887,0.0007648313,0.1992841],"genre_scores_gemma":[0.9781877,0.0008188281,0.0007429381,0.0004602904,0.00290914,0.00005050634,0.0006354592,0.0001468334,0.01604835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8087629,"threshold_uncertainty_score":0.9996912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386340199","doi":"10.46586/zfk.2020.399-404","title":"Joan Ramon Resina: <i>Josep Pla. Seeing the World in the Form of Articles.</i> Toronto / Buffalo / London: Toronto University Press, 2017","year":2020,"lang":"de","type":"article","venue":"Zeitschrift für Katalanistik","topic":"History, Culture, and Diplomacy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Roger Friedlein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02178623527479988,"gpt":0.234174309848504,"spread":0.2123880745737041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007485717,0.0007268208,0.0008377293,0.00004503286,0.001673038,0.0004944857,0.001787154,0.0002408249,0.001871351],"category_scores_gemma":[0.000142242,0.0005220234,0.0004295862,0.0001635205,0.0009477994,0.001380827,0.0003129649,0.0005710451,0.0002342703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002143791,"about_ca_system_score_gemma":0.0002525898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01169617,"about_ca_topic_score_gemma":0.3150223,"domain_scores_codex":[0.9957757,0.0005313586,0.0008844304,0.0008593284,0.0009648682,0.0009843155],"domain_scores_gemma":[0.9972067,0.0004033204,0.0005715822,0.001225317,0.0002394339,0.0003536796],"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":[0.0007304819,0.0003807248,0.0001623864,0.0003118601,0.0002189194,0.0002552959,0.1251362,0.00001397514,0.001198138,0.5206639,0.3504296,0.0004985795],"study_design_scores_gemma":[0.001705788,0.0003825923,0.001611224,0.0002141773,0.0004234175,0.000008139389,0.01585081,0.0002405001,0.0002093943,0.0000708087,0.9786192,0.0006639354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01530214,0.1315089,0.00003600317,0.001967343,0.00163353,0.001658665,0.001052229,0.0002165208,0.8466247],"genre_scores_gemma":[0.9661019,0.002252598,0.00005731214,0.0009909987,0.00232155,0.00001771772,0.0001867731,0.00008796703,0.02798315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9507998,"threshold_uncertainty_score":0.9997231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386339835","doi":"10.46586/zfk.2021.249-294","title":"Catalanismes i dialectalismes lexicals de Naut Aran en Palmira Jaquetti. Elements de vocabulari sobre la pretesa natura <i>acatalanada</i> de l'alt aranès","year":2021,"lang":"en","type":"article","venue":"Zeitschrift für Katalanistik","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Catalan; Linguistics; Lexicon; Quarter (Canadian coin); Humanities; Croatian; History; Philosophy; Archaeology","authors":[{"name":"Aitor Carrera i Baiget","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009086597230651618,"gpt":0.232373399021946,"spread":0.2232868017912944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001191669,0.0008101455,0.0008374663,0.0002524428,0.0009954884,0.001002441,0.0009390271,0.0004192889,0.001768495],"category_scores_gemma":[0.0005942826,0.0007872904,0.0004049277,0.0001746858,0.0006019667,0.0005056471,0.0002831526,0.001108867,0.0004139174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420202,"about_ca_system_score_gemma":0.001231213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002851816,"about_ca_topic_score_gemma":0.002354257,"domain_scores_codex":[0.9947168,0.0008972912,0.0009541967,0.00105394,0.0008524491,0.001525319],"domain_scores_gemma":[0.9971201,0.0005406226,0.0003404508,0.001015416,0.0002951979,0.0006881439],"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":[0.0002209496,0.0004992432,0.0005055511,0.0007331424,0.0005921575,0.003571794,0.05813266,0.000009957133,0.06087359,0.6575189,0.21299,0.004351992],"study_design_scores_gemma":[0.001102874,0.000173226,0.002047635,0.0003134004,0.0002573019,0.000383573,0.0003728684,0.0001235844,0.004063473,0.001087454,0.9891077,0.0009669492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1346851,0.01840976,0.0004521755,0.002177665,0.002625339,0.001088932,0.003345739,0.00102185,0.8361934],"genre_scores_gemma":[0.9304696,0.0007697999,0.001470308,0.004769129,0.003246607,0.000101791,0.003116803,0.0002490504,0.05580686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7957845,"threshold_uncertainty_score":0.9994578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163359415","doi":"10.46586/zfk.2001.173-185","title":"Ethnizität und Kultur in multikulturellen Gesellschaften und im virtuellen Raum","year":2001,"lang":"en","type":"article","venue":"Zeitschrift für Katalanistik","topic":"Religion, Theology, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"European union; Multiculturalism; Citizenship; Political science; Immigration; Autonomy; Ethnic group; Cultural identity; Political economy; Sociology; Law; Politics; International trade","authors":[{"name":"Sabine Hornberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827436933835288,"gpt":0.3073095497235795,"spread":0.2790351803852266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004569547,0.0004036328,0.0004223883,0.0002343454,0.0004829839,0.0002359858,0.000481069,0.0002478829,0.002162117],"category_scores_gemma":[0.0001182522,0.0003394036,0.0001380883,0.0001466282,0.000402798,0.0004225656,0.0001037007,0.0004727576,0.002332458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280032,"about_ca_system_score_gemma":0.0000908564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006043433,"about_ca_topic_score_gemma":0.005162248,"domain_scores_codex":[0.9977296,0.0001629714,0.0005549795,0.0005882466,0.0002916568,0.000672522],"domain_scores_gemma":[0.9987528,0.0001903888,0.000169647,0.0005396327,0.0001531531,0.0001943348],"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":[0.0003235999,0.0008098994,0.007036595,0.0001313033,0.0002952783,0.00013468,0.2005483,0.0001114041,0.0005713739,0.6360905,0.1503323,0.003614774],"study_design_scores_gemma":[0.0009270628,0.0001295285,0.003540826,0.00007464092,0.00008585689,0.00001995419,0.01144873,0.0001404624,0.0001300746,0.002927206,0.9800521,0.0005235821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3849194,0.01423482,0.0001246848,0.004164674,0.004812126,0.0009333569,0.0001274051,0.0004360214,0.5902475],"genre_scores_gemma":[0.9528671,0.001978517,0.0001400142,0.0009864069,0.001910233,0.00005580154,0.0003337954,0.00006889067,0.04165927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8297197,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3162563185","doi":"10.46586/zfk.2001.15-32","title":"Das altkatalanische gereimte Streitgespräch von Herrn Buc und seinem Pferd","year":2001,"lang":"en","type":"article","venue":"Zeitschrift für Katalanistik","topic":"Medieval European Literature and History","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":"Saskatoon Medical Imaging","funders":"","keywords":"German; Art; Catalan; Humanities; Philosophy; Linguistics","authors":[{"name":"Curt Wittlin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02645734889678842,"gpt":0.2794761577787428,"spread":0.2530188088819544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003963856,0.0005945024,0.0005521232,0.0002256362,0.0008286033,0.0005983922,0.0006642634,0.0001619787,0.01089701],"category_scores_gemma":[0.00008542982,0.0005183561,0.0002410161,0.0001264458,0.0004460534,0.0006757899,0.0001913669,0.0007303558,0.005282775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002377467,"about_ca_system_score_gemma":0.0001690183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004500553,"about_ca_topic_score_gemma":0.0008597956,"domain_scores_codex":[0.9969082,0.0001650006,0.0006590398,0.000800804,0.0006301465,0.0008367787],"domain_scores_gemma":[0.9981009,0.0001235374,0.0002366608,0.0009274657,0.0002135481,0.0003978515],"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":[0.0001923643,0.0002654422,0.000346639,0.0001514598,0.0002497493,0.000903553,0.01444396,0.000004241987,0.0008595767,0.8109322,0.1675744,0.004076341],"study_design_scores_gemma":[0.0007422394,0.0002542318,0.0003174267,0.0001046509,0.0001541182,0.00007619113,0.0006041625,0.00003687447,0.0001258456,0.0001740639,0.9967318,0.0006783498],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02043847,0.004922624,0.0001221013,0.0007306348,0.002517051,0.0003899755,0.0003707094,0.0005480816,0.9699603],"genre_scores_gemma":[0.7357396,0.0002275816,0.0002132137,0.002375212,0.00519243,0.00002828222,0.0009147284,0.0001771042,0.2551318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8291574,"threshold_uncertainty_score":0.9997268,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}