{"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":"380637d57780","filters":{"venue":"Przegląd Geograficzny"}},"results":[{"id":"W3127656887","doi":"10.7163/przg.2020.4.7","title":"Władze regionalne w zarządzaniu metropolitalnym. Polskie doświadczenia w odniesieniu do Kanady i regionu metropolitalnego Toronto = Regional authorities in metropolitan governance. Polish experience in the context of Canada and Toronto city-region","year":2020,"lang":"en","type":"article","venue":"Przegląd Geograficzny","topic":"Local Governance and Planning","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":"Metropolitan area; Context (archaeology); Corporate governance; Politics; Regional science; Political science; Public administration; Sociology; Geography; Law; Management; Economics","authors":[{"name":"Rafał Gajewski","is_ca":false},{"name":"Iwona Sagan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03455249496642156,"gpt":0.2869613396150686,"spread":0.2524088446486471,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009991124,0.0004920466,0.000845712,0.00007409236,0.0005605878,0.0001882006,0.001217809,0.0002609187,0.0002518976],"category_scores_gemma":[0.001107279,0.0004317481,0.0001955327,0.0009432909,0.001192598,0.001379021,0.0001911507,0.0004441427,0.000001844536],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003957415,"about_ca_system_score_gemma":0.0011034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925197,"about_ca_topic_score_gemma":0.9917078,"domain_scores_codex":[0.9942762,0.0007295796,0.0009424109,0.0008598363,0.001827755,0.001364246],"domain_scores_gemma":[0.9973981,0.0008017675,0.000528505,0.000534376,0.0002279934,0.0005092598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003926924,0.0002155528,0.148812,0.00009380713,0.00008291745,0.0001439379,0.1223389,0.000004718924,0.00003710644,0.6835393,0.04274158,0.00159748],"study_design_scores_gemma":[0.001572295,0.0003252883,0.1227214,0.0002157462,0.00004291268,0.00002737155,0.6915372,0.00004194725,0.00008315597,0.003183753,0.1794042,0.0008447618],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8587898,0.03556944,0.00008096707,0.0233829,0.0007636782,0.001419445,0.0002318186,0.000116918,0.07964503],"genre_scores_gemma":[0.9935968,0.00233055,0.0001291225,0.002483466,0.0005217843,0.0000797044,0.00001678986,0.00003414572,0.0008076159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6803555,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2318935876","doi":"10.7163/przg.2012.2.2","title":"Miejsce geografii w strukturze organizacyjnej wybranych ośrodków akademickich na świecie = The position of geography in the organizational structure of selected academic institutions around the world","year":2012,"lang":"pl","type":"article","venue":"Przegląd Geograficzny","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":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McMaster University; McGill University","keywords":"Position (finance); Geography; Business; Finance","authors":[{"name":"Jerzy Bański","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944119335756712,"gpt":0.2368945566930417,"spread":0.2174533633354746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002533637,0.00074526,0.001082286,0.001157206,0.0008949055,0.0001962375,0.002657694,0.0006652131,0.0009184711],"category_scores_gemma":[0.0007309663,0.000561019,0.0003578264,0.006894053,0.001299243,0.0008441418,0.0004765698,0.002168532,0.0001437938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004773103,"about_ca_system_score_gemma":0.0005677675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105406,"about_ca_topic_score_gemma":0.0005883376,"domain_scores_codex":[0.9941936,0.0004269684,0.00271863,0.0008385933,0.0004097908,0.001412409],"domain_scores_gemma":[0.9949244,0.0009588773,0.002136861,0.001327358,0.0004550401,0.0001974653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004353284,0.0003975733,0.9286953,0.0001231757,0.0005208923,0.000001256971,0.009081311,0.0005645929,0.0003243096,0.05819476,0.001635061,0.0004182091],"study_design_scores_gemma":[0.001154987,0.00005833254,0.9764956,0.0001102401,0.0002132185,0.00006652414,0.002004904,0.0002867461,0.0008399464,0.005973248,0.012093,0.000703312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972383,0.01335205,0.0002551728,0.006139561,0.001909147,0.001839589,0.002068165,0.00005379353,0.001999491],"genre_scores_gemma":[0.9954264,0.001186749,0.0003534299,0.001401261,0.0006997385,0.0000639574,0.0005170772,0.00009416891,0.0002572264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05222152,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3148571093","doi":"","title":"Władze regionalne w zarządzaniu metropolitalnym. Polskie doświadczenia w odniesieniu do Kanady i regionu metropolitalnego Toronto","year":2020,"lang":"pl","type":"article","venue":"Przegląd Geograficzny","topic":"Leadership, Human Resources, Global Affairs","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":"Theology; Philosophy","authors":[{"name":"Rafał Gajewski","is_ca":false},{"name":"Iwona Sagan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05006007407635785,"gpt":0.2922895623026932,"spread":0.2422294882263354,"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","sts","insufficient_payload"],"category_scores_codex":[0.002196608,0.002184157,0.002564271,0.0004816887,0.002838917,0.001885721,0.004826874,0.001499948,0.01180362],"category_scores_gemma":[0.002460402,0.002279686,0.002057546,0.003711693,0.004661718,0.002217293,0.001374728,0.001779129,0.005297364],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004551787,"about_ca_system_score_gemma":0.001163513,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06404243,"about_ca_topic_score_gemma":0.02078624,"domain_scores_codex":[0.98145,0.002417435,0.002410762,0.003736232,0.004844422,0.005141184],"domain_scores_gemma":[0.9899828,0.000949829,0.001541398,0.002291562,0.0009746331,0.004259747],"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":[0.001025652,0.001987952,0.01025036,0.0007833729,0.002600626,0.000527161,0.1101955,0.00006029789,0.0001610038,0.412385,0.4528726,0.007150478],"study_design_scores_gemma":[0.002989834,0.001386849,0.003677903,0.0002562777,0.0009074422,0.00004966216,0.2213723,0.000136377,0.0001136076,0.005919683,0.7601499,0.003040164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07511313,0.08647136,0.000547166,0.1049985,0.005669001,0.005556589,0.00111685,0.003267722,0.7172596],"genre_scores_gemma":[0.9672518,0.001871345,0.001002079,0.004230593,0.00618578,0.0001280153,0.0001634821,0.0003410748,0.01882583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8921387,"threshold_uncertainty_score":0.9997963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214832865","doi":"10.7163/przg.2021.3.4","title":"Rola ekosystemów nadrzecznych w krajobrazach rolniczych w kontekście ostatnich zmian klimatu = The role of riparian ecosystems within agricultural landscapes in the climate change context","year":2021,"lang":"en","type":"article","venue":"Przegląd Geograficzny","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological 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":"Riparian zone; Environmental science; Context (archaeology); Climate change; Ecosystem; Geography; Agroforestry; Hydrology (agriculture); Ecology; Habitat; Geology","authors":[{"name":"Ewa Kołaczkowska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0159188262248126,"gpt":0.2032880747685119,"spread":0.1873692485436992,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467912,0.0003885582,0.0005748377,0.0000349475,0.0004700143,0.0002348033,0.0009208487,0.000225217,0.000192597],"category_scores_gemma":[0.00005728073,0.0001195763,0.0003409862,0.001157905,0.0000828909,0.0002827448,0.0001194975,0.0004477958,0.00006404494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003200471,"about_ca_system_score_gemma":0.00002471851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185556,"about_ca_topic_score_gemma":0.05010572,"domain_scores_codex":[0.9964247,0.0005920966,0.0008724208,0.0006025227,0.0007461408,0.000762158],"domain_scores_gemma":[0.9985564,0.0004328635,0.0003409565,0.0003022584,0.0002269644,0.0001405994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000460541,0.002337056,0.7709064,0.0002835073,0.0002569766,0.0001524442,0.02158896,0.00005157027,0.1156609,0.02602088,0.001478735,0.06080205],"study_design_scores_gemma":[0.001317988,0.0004075622,0.8571871,0.0003983337,0.0001143401,0.0001810119,0.07257783,0.0008171277,0.006375324,0.000282406,0.05964928,0.0006917092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843498,0.004341952,3.124841e-7,0.00571859,0.0004571183,0.0009706293,0.0002317919,0.00008842843,0.003841391],"genre_scores_gemma":[0.997649,0.0003218477,0.00001072221,0.0009220338,0.0003550642,0.0002670664,0.0003578021,0.000004718533,0.0001117836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1092855,"threshold_uncertainty_score":0.9672274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}