{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"99b9bd844c26","filters":{"venue":"Studia Polonijne"}},"results":[{"id":"W4311723757","doi":"10.18290/sp2243.16","title":"Social Ties in Polish Families in Ireland: A Comparative Analysis Based on Own Research in the Last Decade","year":2022,"lang":"en","type":"article","venue":"Studia Polonijne","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Global Affairs Canada","funders":"","keywords":"Interpersonal ties; Emigration; Context (archaeology); Accession; Interpersonal communication; Space (punctuation); Interpersonal relationship; Sociology; Political science; Gender studies; Economic growth; Demographic economics; European union; Geography; Social science; Business; Law; Economics","authors":[{"name":"Mateusz Szast","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09258661074328162,"gpt":0.4354157140553512,"spread":0.3428291033120696,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003111698,0.00007912432,0.0002251923,0.0008417396,0.0008066271,0.00005743891,0.0003410125,0.00004830606,0.0001045806],"category_scores_gemma":[0.0001158471,0.00006558022,0.00005634325,0.005407532,0.0003338476,0.00005291534,0.00006894408,0.0005964214,0.000006221213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067979,"about_ca_system_score_gemma":0.0003389228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02840452,"about_ca_topic_score_gemma":0.7926801,"domain_scores_codex":[0.9957866,0.002670323,0.0002021352,0.0002022893,0.0007681394,0.0003704908],"domain_scores_gemma":[0.999103,0.0006680279,0.00004712239,0.0001101928,0.00004507644,0.00002658699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008566575,0.0003668587,0.2935478,0.000002699403,0.00003047796,0.0000177321,0.6349131,0.004824786,0.000002880599,0.06291752,0.003147413,0.0001429824],"study_design_scores_gemma":[0.0005581033,0.00007746134,0.531161,0.000004393612,0.00001130049,4.200598e-8,0.4441777,0.002101292,8.826597e-7,0.0006429227,0.02116601,0.00009890922],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470773,0.00007168437,0.000001216205,0.01471628,0.0000445768,0.0002934665,0.00003808639,0.00001137517,0.03774602],"genre_scores_gemma":[0.9990095,0.00003878495,0.000006902458,0.000460822,0.00005597333,0.0001558846,0.00002008932,0.000003175739,0.0002488067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7642756,"threshold_uncertainty_score":0.9780654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2621096504","doi":"","title":"Służebniczki Śląskie wśród Polonii kanadyjskiej w Edmonton","year":2013,"lang":"pl","type":"article","venue":"Studia Polonijne","topic":"Polish Historical and Cultural Studies","field":"Social Sciences","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":"Geology","authors":[{"name":"Joanna Wiśniewska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02015449783117763,"gpt":0.2712092167125996,"spread":0.251054718881422,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004823255,0.0007105821,0.001026886,0.0001079396,0.003236298,0.000292948,0.001037844,0.0004601476,0.003970887],"category_scores_gemma":[0.0004098146,0.000584867,0.0004635233,0.001140186,0.001614929,0.0006781576,0.0005385933,0.000669029,0.009925673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092687,"about_ca_system_score_gemma":0.0004016558,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1278359,"about_ca_topic_score_gemma":0.0172768,"domain_scores_codex":[0.9945386,0.0004199497,0.0007860597,0.0009700552,0.001153224,0.00213212],"domain_scores_gemma":[0.9975693,0.0002856247,0.0003824556,0.0005101346,0.0004434808,0.0008090124],"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":[0.00003078354,0.000593406,0.006089249,0.00006125282,0.0006034483,0.00003760613,0.03829936,0.000001299409,0.0002607024,0.03744815,0.8960009,0.02057391],"study_design_scores_gemma":[0.0006549117,0.0003013239,0.09285502,0.00006461018,0.0001901665,0.000003390415,0.008696425,0.000003279305,0.00003702969,0.003519708,0.8928164,0.0008576798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1301286,0.05077033,0.000004233485,0.1054858,0.005757334,0.001955826,0.0001264514,0.0004490966,0.7053224],"genre_scores_gemma":[0.8879287,0.005305118,0.0001192941,0.00166863,0.002784995,0.0002357489,0.00001231028,0.00004489845,0.1019004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7578,"threshold_uncertainty_score":0.9996603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952275084","doi":"","title":"Początki polonijnej parafii narodowościowej Matki Boskiej Zwycięskiej w Chatham, Ontario, i problem zachowania jej statusu","year":2017,"lang":"pl","type":"article","venue":"Studia Polonijne","topic":"Canadian Identity and History","field":"Social Sciences","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":"Windsor; Ancient history; History; Residence; Theology; Sociology; Demography; Philosophy","authors":[{"name":"Jan Walkusz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0212246998247554,"gpt":0.2721996542476289,"spread":0.2509749544228735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001825126,0.001043912,0.001575296,0.0009104543,0.01696602,0.004597401,0.003246563,0.0009816744,0.006617085],"category_scores_gemma":[0.0004882411,0.00136052,0.0007798306,0.0005361452,0.007132463,0.001621141,0.0007860585,0.001811113,0.005532684],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00833674,"about_ca_system_score_gemma":0.01201503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.967407,"about_ca_topic_score_gemma":0.9962264,"domain_scores_codex":[0.991267,0.0005358075,0.001251644,0.001906364,0.001842966,0.003196205],"domain_scores_gemma":[0.9934958,0.0001931184,0.001604683,0.002682807,0.0004185301,0.001605033],"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":[0.0003330631,0.001626139,0.03776262,0.000296057,0.001192843,0.001048424,0.1807832,0.000005398135,0.0001378232,0.1542993,0.6092641,0.01325105],"study_design_scores_gemma":[0.001533312,0.0003860228,0.1883797,0.0003523393,0.0003936318,0.00002340184,0.003734473,0.00000254815,0.0000115731,0.00312316,0.8007647,0.00129522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2442352,0.01298342,0.00001404192,0.05541388,0.01286544,0.003026171,0.001392188,0.000441929,0.6696277],"genre_scores_gemma":[0.7692546,0.0027633,0.000292754,0.0007451116,0.002010329,0.0001331817,0.00005639851,0.0001440777,0.2246003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5250193,"threshold_uncertainty_score":0.9988844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404329076","doi":"10.18290/sp2445.20","title":"Raymond Lesniak, Cultivating Justice in the Garden State: My Life in the Colorful World of New Jersey Politics, New Brunswick: Rutgers University Press, 2022","year":2024,"lang":"en","type":"article","venue":"Studia Polonijne","topic":"American History and Culture","field":"Business, Management and Accounting","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":"State (computer science); Economic Justice; Politics; Sociology; Art history; Environmental ethics; Art; Media studies; Political science; Management; Law; Philosophy; Economics; Computer science","authors":[{"name":"John M. Grondelski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01937283972981623,"gpt":0.2327498139965018,"spread":0.2133769742666855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004568184,0.0001912723,0.0002501752,0.0001676302,0.0002269772,0.0001063853,0.0005564771,0.00004438316,0.0001286404],"category_scores_gemma":[0.0001928477,0.0001347196,0.00008247561,0.00120998,0.0001966595,0.0003823651,0.0001554295,0.0004370061,0.00003531414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001042097,"about_ca_system_score_gemma":0.000488837,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01964655,"about_ca_topic_score_gemma":0.00321658,"domain_scores_codex":[0.9987171,0.00008418783,0.0002582848,0.0002827504,0.0003041656,0.0003535488],"domain_scores_gemma":[0.9993365,0.0002004918,0.0001561409,0.0002390129,0.00004471444,0.00002318266],"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":[0.0001115188,0.0001362898,0.01027971,0.0003535279,0.00009390104,0.0001752404,0.02330671,0.0003988824,0.00009035314,0.03999117,0.9244226,0.0006400885],"study_design_scores_gemma":[0.0007855444,0.00002417117,0.01830909,0.0001293498,0.0002510151,0.000001621239,0.05338118,0.0001050281,0.00001167386,0.0002595095,0.9264759,0.000265919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3018841,0.008906546,0.00009055874,0.03845214,0.001535794,0.001660498,0.00003551515,0.0002020941,0.6472327],"genre_scores_gemma":[0.9752404,0.00007159639,0.00005278845,0.002518413,0.0009227429,0.000002268751,0.0000146052,0.00001869796,0.02115845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6733563,"threshold_uncertainty_score":0.9868817,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388848106","doi":"10.18290/sp2344.20","title":"Thomas L. Hollowak, From Cracow to Polish Town: The History of a Polish Enclave in the Weir Creek Ministerial District, New Kent County, Virginia, Baltimore: Historyk Press 2020","year":2023,"lang":"en","type":"article","venue":"Studia Polonijne","topic":"Polish Historical and Cultural Studies","field":"Social Sciences","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":"Weir; Ancient history; Archaeology; History; Geography; Cartography","authors":[{"name":"John M. Grondelski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04599173821136524,"gpt":0.2962340292983366,"spread":0.2502422910869714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007660826,0.0003002188,0.0005597744,0.00005095681,0.0007332542,0.00009472053,0.001365103,0.0001474467,0.0001967719],"category_scores_gemma":[0.0008059432,0.0002031837,0.0002327873,0.0008755488,0.0008816594,0.0001785887,0.000407079,0.000331911,0.0000667084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001849545,"about_ca_system_score_gemma":0.0007226967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3469619,"about_ca_topic_score_gemma":0.1094252,"domain_scores_codex":[0.9965186,0.000506307,0.0005552461,0.0005169153,0.001086512,0.0008164261],"domain_scores_gemma":[0.9983376,0.0005610671,0.0002558395,0.0004656805,0.000120519,0.0002592556],"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":[0.00007104109,0.0001132341,0.001766506,0.000006705964,0.00005844603,0.0000265631,0.1032587,0.000001753112,0.0001056403,0.001325628,0.8923585,0.0009073375],"study_design_scores_gemma":[0.0004638184,0.0001133361,0.09508029,0.00002193157,0.00006507869,7.160131e-7,0.01051708,0.000001068238,0.000003861418,0.0005214798,0.8929672,0.000244132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4333465,0.03505181,0.000007684116,0.1298374,0.02137828,0.003239447,0.001737145,0.0004437618,0.374958],"genre_scores_gemma":[0.9251234,0.001767034,0.00004441981,0.002453708,0.004129697,0.0002513006,0.00004299765,0.00003098742,0.06615645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4917769,"threshold_uncertainty_score":0.9068255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4311963733","doi":"10.18290/sp2243.2s","title":"The Oskar Halecki Institute in Canada. Veritas et Ratio","year":2022,"lang":"en","type":"article","venue":"Studia Polonijne","topic":"Polish Historical and Cultural Studies","field":"Social Sciences","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":"oskar; European community; Political science; Library science; Work (physics); Identity (music); History; Art history; Art; Engineering; Business","authors":[{"name":"Aleksander M. Jabłoński","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02306053317365245,"gpt":0.2749092158493072,"spread":0.2518486826756547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003563881,0.00007042963,0.000114411,0.00001194045,0.002994954,0.00002379028,0.0002738906,0.00001168117,0.00006697112],"category_scores_gemma":[0.0001851106,0.00005112652,0.00002634069,0.0003712038,0.0001945169,0.00008424246,0.0001743802,0.000193103,0.000008594828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740502,"about_ca_system_score_gemma":0.001674442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975657,"about_ca_topic_score_gemma":0.9990196,"domain_scores_codex":[0.9988021,0.0002052493,0.0001307061,0.0001305061,0.0004000176,0.0003314827],"domain_scores_gemma":[0.9996952,0.00009790895,0.00004178989,0.00008253261,0.00002707263,0.00005544906],"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":[0.00003029515,0.00007123763,0.01537822,0.000002979746,0.00006349183,0.00006788399,0.03440072,0.0001150499,0.00001885069,0.3611262,0.5857363,0.002988789],"study_design_scores_gemma":[0.0001186481,0.00001515436,0.0337082,0.000001105603,0.000003857825,4.072735e-7,0.01313951,9.424576e-7,0.000001348645,0.0004973331,0.9524364,0.00007710783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2806956,0.01401503,0.000001933698,0.2305105,0.006213348,0.0006764915,0.00009345975,0.00008735278,0.4677063],"genre_scores_gemma":[0.9929137,0.0005067275,0.000004049327,0.001205722,0.0001165943,0.0001027122,0.000002647304,0.000003201708,0.005144671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.712218,"threshold_uncertainty_score":0.998303,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}