{"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":"73243c3b8913","filters":{"venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia"}},"results":[{"id":"W4200100066","doi":"10.24917/20811861.19.29","title":"Prawda czy fałsz w polityce informacyjnej? Wiarygodność telewizyjnych newsów a opinie polskich widzów w pierwszym kwartale pandemii COVID-19","year":2021,"lang":"en","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Social Issues in Poland","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Credibility; Context (archaeology); Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Ranking (information retrieval); Psychology; Advertising; Pandemic; Politics; Political science; History; Computer science; Business; Medicine; Artificial intelligence","authors":[{"name":"Evelina Kristanova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0795994756457898,"gpt":0.3970459160279203,"spread":0.3174464403821305,"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"],"category_scores_codex":[0.002456055,0.0008818703,0.001171687,0.003160454,0.005690865,0.001290084,0.002023244,0.0005704786,0.003636041],"category_scores_gemma":[0.004861791,0.0009293463,0.0008039644,0.01739863,0.002999129,0.002828254,0.001319196,0.0007469296,0.0006310942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008575015,"about_ca_system_score_gemma":0.005063425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005109718,"about_ca_topic_score_gemma":0.01333769,"domain_scores_codex":[0.990162,0.001469004,0.001174736,0.001885593,0.002755366,0.002553365],"domain_scores_gemma":[0.9924733,0.001456138,0.0008283192,0.001288494,0.001863888,0.002089846],"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":[0.0004748872,0.002062887,0.2526004,0.0004350856,0.002152065,0.001811308,0.2513043,0.0002157321,0.00508913,0.0274685,0.4397085,0.01667729],"study_design_scores_gemma":[0.002184667,0.0001856923,0.02156902,0.0001080566,0.0004221418,0.00005386463,0.08742496,0.00005642529,0.000505531,0.001395536,0.8847767,0.001317465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7224203,0.02164618,0.002108609,0.05342906,0.005405514,0.002617769,0.0009407873,0.00161537,0.1898164],"genre_scores_gemma":[0.9606084,0.01009453,0.002586744,0.007552972,0.0006342415,0.00003689924,0.0002379912,0.00009664626,0.01815164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4450682,"threshold_uncertainty_score":0.9997467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810512698","doi":"10.24917/20811861.15.12","title":"Obecność polskich utworów literackich w zagranicznych bibliotekach cyfrowych","year":2018,"lang":"pl","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Language and Culture","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":"The Internet; Digital library; Computer science; Foreign language; Library science; World Wide Web; Sociology; Art; Literature; Poetry","authors":[{"name":"Przemysław Tadla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03557777899018075,"gpt":0.330733441892153,"spread":0.2951556629019723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002859249,0.001701468,0.001718974,0.01086582,0.007253731,0.003192805,0.003689264,0.001101658,0.01600423],"category_scores_gemma":[0.0007379305,0.001534926,0.001471814,0.05647339,0.004459217,0.003904517,0.00154223,0.001209852,0.005525061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004205137,"about_ca_system_score_gemma":0.001481847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002465661,"about_ca_topic_score_gemma":0.00939073,"domain_scores_codex":[0.9854217,0.001840921,0.001616047,0.003483179,0.003821092,0.003817084],"domain_scores_gemma":[0.9902537,0.0006410213,0.001322421,0.001984484,0.004121671,0.001676638],"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":[0.0005059842,0.002310103,0.01287403,0.0002769849,0.002079604,0.0007876264,0.2269941,0.00001378285,0.01367697,0.003172121,0.7042673,0.0330414],"study_design_scores_gemma":[0.00285944,0.001471161,0.03162399,0.0008377468,0.001741164,0.00006573783,0.09876928,0.0002419975,0.001753954,0.0004486896,0.857181,0.003005889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7145908,0.06183797,0.0009686801,0.02944874,0.01173513,0.003327893,0.001565269,0.001189533,0.175336],"genre_scores_gemma":[0.9159513,0.01991131,0.001433096,0.003653317,0.002274703,0.00002021345,0.0002201485,0.0001657206,0.05637019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2013605,"threshold_uncertainty_score":0.9995732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408149222","doi":"10.24917/20811861.22.47","title":"Inteligentne metadane dla polskich instytucji kultury. Analiza zagranicznej literatury przedmiotu","year":2025,"lang":"pl","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Management and Organizational Practices","field":"Business, Management and Accounting","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":"Sociology","authors":[{"name":"Jolanta Szulc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245862546014965,"gpt":0.278662071367867,"spread":0.2562034459077173,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","bibliometrics","insufficient_payload"],"category_scores_codex":[0.002035446,0.00157466,0.00155616,0.01366931,0.003203526,0.004699779,0.002680732,0.0004943779,0.006794844],"category_scores_gemma":[0.001332687,0.001505943,0.001001939,0.037178,0.0009028817,0.008695556,0.003199216,0.0008949535,0.002084646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002624184,"about_ca_system_score_gemma":0.0005138444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006108128,"about_ca_topic_score_gemma":0.00094426,"domain_scores_codex":[0.9909833,0.0004069216,0.001767494,0.002727813,0.002159494,0.001954953],"domain_scores_gemma":[0.9924799,0.0005544851,0.001809339,0.00147224,0.003445265,0.0002387648],"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":[0.00089613,0.002753564,0.0570551,0.002823882,0.005910889,0.0005813702,0.002850464,0.0002007727,0.00472689,0.06229011,0.8473569,0.01255396],"study_design_scores_gemma":[0.002458147,0.000123245,0.05602718,0.00088704,0.004157044,0.000009365636,0.007755324,0.00161398,0.0002696423,0.0007091289,0.9242654,0.001724465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2647772,0.1525425,0.007339797,0.09604062,0.01683214,0.006819503,0.0007706507,0.00189185,0.4529858],"genre_scores_gemma":[0.8905137,0.01095502,0.0008989334,0.01013859,0.0007304493,0.00002125783,0.0008350358,0.0001414196,0.08576556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6257365,"threshold_uncertainty_score":0.9997001,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200247208","doi":"10.24917/20811861.19.26","title":"„CD-ACTION” – 25 lat na rynku prasy o grach wideo","year":2021,"lang":"en","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Digital Games and Media","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":"Action (physics); Advertising; Video game; Subject (documents); Video game culture; Inclusion (mineral); Journalism; Quarter (Canadian coin); Media studies; Multimedia; Sociology; History; Business; Computer science; Library science; Video game design; Game mechanics; Social science","authors":[{"name":"Przemysław Ciszek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06645784098789248,"gpt":0.3412720539585425,"spread":0.2748142129706501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001106549,0.0005254956,0.0006704437,0.002190509,0.001648923,0.001106556,0.0009274206,0.0002624481,0.002475406],"category_scores_gemma":[0.001074199,0.0005234725,0.0006219866,0.01152016,0.00131732,0.002330165,0.0005732569,0.0003788075,0.0006835767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002314334,"about_ca_system_score_gemma":0.001274745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000313298,"about_ca_topic_score_gemma":0.00505317,"domain_scores_codex":[0.9941334,0.0005704929,0.0006117441,0.00138182,0.00183143,0.001471138],"domain_scores_gemma":[0.9958576,0.0004784369,0.0004255043,0.0007368845,0.001642086,0.0008594665],"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":[0.000273768,0.003142782,0.06567164,0.0003187796,0.001932365,0.002409369,0.06689192,0.000117659,0.03149392,0.03625319,0.4862732,0.3052214],"study_design_scores_gemma":[0.0008075958,0.0001278546,0.03438547,0.0001019594,0.0002554383,0.00002529887,0.03601182,0.00002831409,0.0008004671,0.0001977571,0.9265554,0.0007026311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5242228,0.00866565,0.0007609963,0.01903303,0.004521252,0.000926266,0.0002660934,0.0006884069,0.4409155],"genre_scores_gemma":[0.8757458,0.007178356,0.001592982,0.001520694,0.0002751023,0.00001461825,0.0001237916,0.00005568347,0.113493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4402822,"threshold_uncertainty_score":0.9999304,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394746097","doi":"10.24917/20811861.21.24","title":"Przypisy w humanistyce – ich treść, funkcja i cel","year":2024,"lang":"pl","type":"article","venue":"Annales Universitatis Paedagogicae Cracoviensis | Studia ad Bibliothecarum Scientiam Pertinentia","topic":"Language and Culture","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":"Theology; Physics; Philosophy","authors":[{"name":"Katarzyna Kaczor-Scheitler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03729702835499913,"gpt":0.3281364486425143,"spread":0.2908394202875152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00215658,0.001359324,0.001273505,0.004897896,0.004663483,0.003988576,0.002411725,0.0007659961,0.01209407],"category_scores_gemma":[0.0003336353,0.001195736,0.001534709,0.02091718,0.00235498,0.00317582,0.001051303,0.001112635,0.004675336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840576,"about_ca_system_score_gemma":0.00148118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244566,"about_ca_topic_score_gemma":0.004761225,"domain_scores_codex":[0.9888831,0.001155813,0.001177359,0.003050729,0.003027879,0.002705132],"domain_scores_gemma":[0.9952399,0.0006570577,0.0005394729,0.001241302,0.001187783,0.001134527],"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":[0.0001691125,0.001191153,0.001765329,0.0008083694,0.002319254,0.002798411,0.1862693,0.00004839418,0.009834694,0.01247784,0.7526487,0.02966949],"study_design_scores_gemma":[0.0008778832,0.0004738074,0.004919499,0.000762384,0.001689981,0.00004506447,0.08096603,0.0002870634,0.0004875829,0.0003399004,0.907418,0.001732866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3554406,0.2913996,0.0009844966,0.04009053,0.01519461,0.003516158,0.002360381,0.002571699,0.288442],"genre_scores_gemma":[0.8479578,0.01941251,0.0005583026,0.001457509,0.001040129,0.00002331134,0.0002128218,0.0001462275,0.1291913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4925173,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}