{"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":"2a9603bac1dd","filters":{"venue":"Acta Universitatis Lodziensis Folia oeconomica"}},"results":[{"id":"W2892493091","doi":"10.18778/0208-6018.338.02","title":"The Consumption Space Paradox: Over‑Retailed Areas Next to Dead Malls","year":2018,"lang":"en","type":"article","venue":"Acta Universitatis Lodziensis Folia oeconomica","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Phenomenon; Consumption (sociology); Space (punctuation); Relation (database); Economic geography; Exploratory research; Geography; China; Aesthetics; Computer science; Sociology; Data mining; Epistemology; Archaeology; Social science; Art; Philosophy","authors":[{"name":"Zofia Bednarowska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02460051674996667,"gpt":0.2366819417002817,"spread":0.212081424950315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128415,0.0001544485,0.0005102737,0.002197793,0.001848207,0.00346847,0.0007287317,0.0006406154,0.004437686],"category_scores_gemma":[0.005187539,0.0001829391,0.0002827103,0.006699159,0.005436132,0.004807441,0.003569295,0.0008414677,0.0002014775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319316,"about_ca_system_score_gemma":0.0008182178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007632842,"about_ca_topic_score_gemma":0.008706502,"domain_scores_codex":[0.9989936,0.0003530486,0.00005311598,0.0002388051,0.00023735,0.0001240742],"domain_scores_gemma":[0.9958649,0.002205502,0.0008124581,0.0004889482,0.0003348472,0.0002932994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008686404,0.0001682723,0.2745462,0.0007531053,0.0001326011,0.003487588,0.1815821,0.002780255,0.00533442,0.4365544,0.006503235,0.08728919],"study_design_scores_gemma":[0.00004983124,0.0001313966,0.3578025,0.0003402806,0.0001269499,0.003172785,0.3099856,0.006965267,0.002690636,0.2439987,0.0746098,0.0001263549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765535,0.000672559,0.005716694,0.001461032,0.00001979056,0.000009814114,0.0003430683,0.00002557326,0.01519795],"genre_scores_gemma":[0.9983026,0.000160316,0.0009105945,0.00005390103,0.000007544537,0.000006767106,0.00007114026,0.000007120954,0.0004801107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007632842,"threshold_uncertainty_score":0.01517683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W33473915","doi":"10.1080/23802359.2017.1372728","title":"Cele współczesnej polityki zagospodarowania przestrzennego w aspekcie krajowym i regionalnym na przykładzie Polski","year":2003,"lang":"en","type":"article","venue":"Acta Universitatis Lodziensis Folia oeconomica","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":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Physics","authors":[{"name":"Małgorzata Pięta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02107225818613196,"gpt":0.1868457029395283,"spread":0.1657734447533964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002771895,0.0003378668,0.0004090495,0.002821502,0.0005079059,0.003099753,0.0002049631,0.0002681396,0.008833203],"category_scores_gemma":[0.0009804926,0.0003108842,0.0002968795,0.00451179,0.0008470402,0.001898502,0.001236753,0.0007023059,0.001691021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329254,"about_ca_system_score_gemma":0.001215863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118305,"about_ca_topic_score_gemma":0.0194183,"domain_scores_codex":[0.999603,0.00003411925,0.0000386784,0.000136096,0.0000899112,0.00009819435],"domain_scores_gemma":[0.9996567,0.00002736756,0.0001716483,0.00002844427,0.00005671182,0.00005915966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007049225,0.0001799152,0.550316,0.0009584001,0.000498442,0.002525055,0.003635797,0.008414263,0.02306578,0.05254718,0.01276849,0.3443858],"study_design_scores_gemma":[0.00002633608,0.00007668263,0.9043182,0.0001154607,0.00016118,0.001923871,0.002305501,0.002487691,0.002241264,0.009444608,0.07685241,0.00004684476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9352884,0.004471939,0.01651099,0.001602366,0.00008368419,0.00009502198,0.00418196,0.0002494188,0.03751615],"genre_scores_gemma":[0.9817903,0.003296473,0.004724452,0.0000931552,0.00004646453,0.00005547468,0.001867923,0.00009778934,0.008027934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118305,"threshold_uncertainty_score":0.02955002,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414640003","doi":"10.18778/0208-6018.291.21","title":"Demographic characteristics of older immigrats – Poland","year":2013,"lang":"en","type":"article","venue":"Acta Universitatis Lodziensis Folia oeconomica","topic":"Migration, Aging, and Tourism 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":"Residence; Quarter (Canadian coin); Demographic change; Population; Population ageing; Distribution (mathematics); Period (music); Age structure","authors":[{"name":"Dorota Kałuża-Kopias","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006137386241189843,"gpt":0.2125873108791417,"spread":0.2064499246379518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001684764,0.0001020002,0.000145218,0.0006715379,0.0002538246,0.0004005685,0.0001180786,0.000123276,0.001233855],"category_scores_gemma":[0.0006021652,0.0001142433,0.0001453642,0.0006538592,0.0001801312,0.0003071094,0.0004609151,0.0001813202,0.0002558854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002658731,"about_ca_system_score_gemma":0.0003179359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442552,"about_ca_topic_score_gemma":0.02370087,"domain_scores_codex":[0.9998963,0.0000105684,0.000017961,0.00002604736,0.00002282839,0.00002615658],"domain_scores_gemma":[0.9998404,0.000008636699,0.00006945315,0.00001056372,0.00002766054,0.00004319783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004371819,0.00003184466,0.9944198,0.00001336282,0.00001478594,0.00009773252,0.0009698343,0.00003070259,0.0004534213,0.0001076986,0.0001659445,0.003651202],"study_design_scores_gemma":[6.711167e-7,0.00001835001,0.9987174,0.000002606755,0.000002140482,0.000100022,0.0007710456,0.00001517815,0.00001493369,0.00001330002,0.0003434247,9.427813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992616,0.00007960289,0.00001730009,0.00002286306,0.00000139477,0.00000478239,0.0001288691,0.000001046404,0.0004825508],"genre_scores_gemma":[0.9991197,0.0001362794,0.00002317113,0.00001159869,0.000001723269,0.000005770954,0.0002024465,0.000001011225,0.0004982979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01442552,"threshold_uncertainty_score":0.02868313,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2891382365","doi":"10.18778/0208-6018.337.08","title":"Integration Character of the CETA Agreement","year":2018,"lang":"en","type":"article","venue":"Acta Universitatis Lodziensis Folia oeconomica","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":"Liberalization; Sophistication; Economic integration; Scope (computer science); Globalization; European union; International trade; Single market; Intellectual property; International economics; Business; Free trade; Trade barrier; Economics; Political science; Market economy; Law","authors":[{"name":"Magdalena Śliwińska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01413859076794695,"gpt":0.2601514986742459,"spread":0.246012907906299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006499843,0.0002776209,0.0003976535,0.001888336,0.003855083,0.01016332,0.0007309591,0.002462242,0.006780121],"category_scores_gemma":[0.01613133,0.0003068033,0.0003614777,0.002788518,0.00706102,0.005440624,0.005611691,0.0041262,0.001101437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006411225,"about_ca_system_score_gemma":0.0115706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008963185,"about_ca_topic_score_gemma":0.006367899,"domain_scores_codex":[0.9892477,0.00316685,0.0007513181,0.00165391,0.003820697,0.001359417],"domain_scores_gemma":[0.9906512,0.003677754,0.001057618,0.001113651,0.002687152,0.0008125844],"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":[0.00002497766,0.00002429727,0.0009311181,0.00006120002,0.000005941354,0.0002109101,0.008768025,0.0002152567,0.0006057327,0.9710584,0.002125387,0.01596887],"study_design_scores_gemma":[0.00003070221,0.00006139877,0.007454941,0.0007498536,0.000029745,0.0007318974,0.01162164,0.00148361,0.00135109,0.2680417,0.7083833,0.00006013414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09127647,0.001883666,0.02238124,0.005883872,0.0004880194,0.0003602705,0.0002406733,0.0001385272,0.8773472],"genre_scores_gemma":[0.9039122,0.0008302756,0.008291146,0.002835199,0.0002533866,0.0003926881,0.0003608686,0.0001001675,0.08302389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01016332,"threshold_uncertainty_score":0.0465169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414640108","doi":"10.18778/0208-6018.291.22","title":"Demographic and socio-economic factors influencing the need of elderly care","year":2013,"lang":"en","type":"article","venue":"Acta Universitatis Lodziensis Folia oeconomica","topic":"Migration and Labor 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":"Quarter (Canadian coin); Elderly care; Population ageing; Government (linguistics); Elderly people; Demographic change; Population; Ageing society; Care of the elderly; Long-term care","authors":[{"name":"Zofia Lewandowska-Szweda","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006934195493581417,"gpt":0.2162817855492592,"spread":0.2093475900556778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003603289,0.00007501328,0.0001191766,0.0007711165,0.0004307722,0.0004421738,0.0001608866,0.0002377763,0.003066486],"category_scores_gemma":[0.002194005,0.0000645312,0.0001960656,0.0007189826,0.0002435473,0.0002791963,0.0003616602,0.0002689804,0.0003212916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357347,"about_ca_system_score_gemma":0.0003423222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006453964,"about_ca_topic_score_gemma":0.01064232,"domain_scores_codex":[0.999698,0.00009687888,0.00003677073,0.00002131185,0.00006055591,0.00008637377],"domain_scores_gemma":[0.999143,0.0002182832,0.0002802785,0.00002178036,0.000116074,0.0002205696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001886057,0.00005504693,0.9959664,0.00001106548,0.000009421129,0.0001560789,0.0005087924,0.00003942804,0.00006218218,0.0001109941,0.0001254302,0.002936385],"study_design_scores_gemma":[7.796976e-7,0.00002575332,0.9971613,0.000008356176,0.000004226127,0.0001587389,0.002004766,0.00008150887,0.00001500547,0.00005624978,0.0004810356,0.000002302255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976483,0.0002958906,0.00003372566,0.0001850738,0.000003469005,0.000008367278,0.000114171,8.268466e-7,0.00171014],"genre_scores_gemma":[0.99937,0.0002145164,0.00003589633,0.00001969361,0.000004938699,0.000005499003,0.00007296417,5.089821e-7,0.0002760925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006453964,"threshold_uncertainty_score":0.01283276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}