{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"e671edcc8296","filters":{"venue":"Przedsiębiorczość - Edukacja"}},"results":[{"id":"W1836220811","doi":"10.24917/20833296.3.2","title":"Przedsiębiorczość w Polsce w układzie regionalnym","year":2007,"lang":"en","type":"article","venue":"Przedsiębiorczość - Edukacja","topic":"Polish socio-economic development","field":"Economics, Econometrics and Finance","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":"Entrepreneurship; Value (mathematics); European union; Political science; Order (exchange); Business administration; Economy; Demographic economics; Business; Economics; Mathematics; Statistics; International trade; Law; Finance","authors":[{"name":"Zbigniew Makieła","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03848499083803193,"gpt":0.2296119175406459,"spread":0.191126926702614,"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":[0.004010899,0.0007183453,0.001132547,0.0008820324,0.0004296913,0.0002464273,0.001253767,0.0005364518,0.002483641],"category_scores_gemma":[0.000657925,0.0008884902,0.0004195659,0.000864921,0.0003971004,0.0007435846,0.0003676209,0.0006472335,0.01132175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001571902,"about_ca_system_score_gemma":0.0002851654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004878329,"about_ca_topic_score_gemma":0.00009157788,"domain_scores_codex":[0.9941749,0.00004191351,0.00217675,0.001472006,0.000254845,0.001879563],"domain_scores_gemma":[0.9965028,0.0002820002,0.001018791,0.001269507,0.0002115404,0.0007154055],"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":[0.0002755687,0.000959066,0.1047262,0.0001818922,0.0007711163,0.0001503679,0.003532246,0.00002399365,0.0004200474,0.6488762,0.2104532,0.02963012],"study_design_scores_gemma":[0.002080217,0.000106406,0.07737891,0.00005845292,0.00002700022,0.00006925912,0.0003907821,0.00009318858,0.001525501,0.0399847,0.8766857,0.001599823],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2382551,0.006326266,0.007034011,0.009702923,0.007043149,0.001824266,0.0004130565,0.0009645903,0.7284366],"genre_scores_gemma":[0.9656952,0.000296471,0.007819092,0.005173548,0.001359244,0.0001038625,0.0001041526,0.0002088911,0.01923952],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7274401,"threshold_uncertainty_score":0.9993566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039839907","doi":"10.24917/20833296.161.28","title":"The Commercialisation of Polish Socialist Heritage – Tourist, Entertainment and Collectable Products and Souvenirs in the Vintage Style","year":2020,"lang":"en","type":"article","venue":"Przedsiębiorczość - Edukacja","topic":"Polish Historical and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Heritage","funders":"","keywords":"Tourism; Entertainment; Quality (philosophy); Socialism; Style (visual arts); Curiosity; Collectable; Business; Advertising; Marketing; Economy; Political science; Economics; Communism; History; Law","authors":[{"name":"Моника Плазяк","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078381499871118,"gpt":0.2714510941844275,"spread":0.2406672791857163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006171433,0.0001203274,0.000210539,0.00001512381,0.001282431,0.0001418608,0.0002564297,0.00005578986,0.00001782445],"category_scores_gemma":[0.0005237694,0.00007416646,0.00003781882,0.000378535,0.000647018,0.0001463038,0.00009747459,0.0001389954,0.000001906649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195349,"about_ca_system_score_gemma":0.00007076081,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008284129,"about_ca_topic_score_gemma":0.006114847,"domain_scores_codex":[0.998566,0.000340895,0.0002444097,0.0002106099,0.000334428,0.000303681],"domain_scores_gemma":[0.9994172,0.0002154149,0.0001225099,0.00009427768,0.00006746234,0.00008317763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002415614,0.0002985993,0.02070013,0.0001934829,0.0001076907,0.000009125347,0.6874872,9.737652e-7,0.001603125,0.04969182,0.2197668,0.0198994],"study_design_scores_gemma":[0.0006479258,0.0001582504,0.01999552,0.0000278106,0.00004645111,9.366482e-7,0.1096878,0.00001171133,0.0002195678,0.00193846,0.8670138,0.0002518311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6251562,0.01149057,0.000007008068,0.3024395,0.0006328046,0.001906644,0.00006602921,0.00007936337,0.05822179],"genre_scores_gemma":[0.9962919,0.001270805,0.00002783107,0.001169792,0.0004036267,0.00004281137,0.000003087383,0.000006393633,0.0007837142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.647247,"threshold_uncertainty_score":0.9983198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3002378060","doi":"10.24917/20833296.152.13","title":"Działalność wybranych polskich biur podróży w Greater Toronto Area","year":2019,"lang":"pl","type":"article","venue":"Przedsiębiorczość - Edukacja","topic":"Consumer Behavior and Market Dynamics","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":"Physics; Theology; Philosophy","authors":[{"name":"Kamila Ziółkowska-Weiss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0180261027489999,"gpt":0.290774424812226,"spread":0.2727483220632261,"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":[0.001738979,0.001199229,0.001381153,0.0002626393,0.0009132906,0.000762444,0.00185722,0.001116427,0.03936433],"category_scores_gemma":[0.0001776562,0.001208661,0.0008756115,0.000977459,0.0006487284,0.001434635,0.0006016559,0.0008699994,0.005263908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136586,"about_ca_system_score_gemma":0.001037378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02289986,"about_ca_topic_score_gemma":0.01912991,"domain_scores_codex":[0.9917845,0.0007938985,0.001272103,0.001900698,0.001678406,0.002570398],"domain_scores_gemma":[0.9956977,0.0003759363,0.0005310423,0.00184353,0.0004839303,0.001067867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009774099,0.001902352,0.6533121,0.0005581978,0.0009974361,0.0001801767,0.04248124,0.000008265641,0.003443088,0.009137887,0.02602037,0.2609814],"study_design_scores_gemma":[0.007324894,0.001050661,0.2561944,0.001002802,0.002459676,0.00009047284,0.02505918,0.001161613,0.0005217242,0.001555055,0.6967509,0.006828588],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6958787,0.003634077,0.00005950207,0.002637149,0.01139989,0.002470274,0.0003593904,0.0004976349,0.2830634],"genre_scores_gemma":[0.8821514,0.001759371,0.0003159059,0.0006425502,0.0008661539,0.00008181982,0.0001033835,0.0001723564,0.113907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6707306,"threshold_uncertainty_score":0.9990363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4206260756","doi":"10.24917/20833296.172.7","title":"Znaczenie stereotypów w postrzeganiu atrakcyjności Nowej Huty dla odwiedzających i mieszkańców","year":2021,"lang":"en","type":"article","venue":"Przedsiębiorczość - Edukacja","topic":"Urban Development and Cultural Heritage","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":"Quarter (Canadian coin); Residence; Perception; Context (archaeology); Tourism; Geography; Empirical research; Psychology; Demography; Sociology; Archaeology; Mathematics; Statistics","authors":[{"name":"Michał Żemła","is_ca":false},{"name":"Rafał Woronkowicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0256734581369972,"gpt":0.3064385166502807,"spread":0.2807650585132835,"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":[0.0007144768,0.0004693284,0.000535441,0.0001089486,0.001308198,0.0005186303,0.0007798101,0.0004110409,0.008771121],"category_scores_gemma":[0.0003299548,0.0004534319,0.0003374446,0.00113646,0.0004271638,0.0007480544,0.0002489009,0.0004877152,0.002000772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164263,"about_ca_system_score_gemma":0.000864893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000579456,"about_ca_topic_score_gemma":0.003533735,"domain_scores_codex":[0.9958267,0.0003945775,0.0006326712,0.0008763566,0.001007563,0.001262089],"domain_scores_gemma":[0.9979945,0.0001802946,0.0002016055,0.0005764634,0.0005093995,0.0005377746],"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":[0.0005286352,0.002432021,0.1150289,0.0005091722,0.001394472,0.002102238,0.143299,0.000008607594,0.04364259,0.08470244,0.4794692,0.1268828],"study_design_scores_gemma":[0.0009573327,0.00007330602,0.01819329,0.00009958616,0.0001027853,0.00002957607,0.0137286,0.000008329657,0.005374943,0.001670657,0.9586748,0.001086724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5672191,0.003333695,0.00005511662,0.01128428,0.00377585,0.0008022498,0.00005660473,0.0007706474,0.4127024],"genre_scores_gemma":[0.8476804,0.0005971659,0.002283311,0.001343734,0.001304746,0.00004438899,0.0001225423,0.0000657723,0.1465579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4792057,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}