{"meta":{"query_hash":"d22c522c7b7e","filters":{"venue":"Gospodarka Narodowa"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d22c522c7b7e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Gospodarka+Narodowa"},"results":[{"id":"W1030475365","doi":"10.33119/gn/101242","title":"Changes in the Default Component of Spread at a Time of Financial Instability","year":2009,"lang":"en","type":"article","venue":"Gospodarka Narodowa","topic":"Credit Risk and Financial Regulations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Kelley School of Business, Indiana University; Sloan School of Management, Massachusetts Institute of Technology; Universiteit van Amsterdam; Massachusetts Institute of Technology; Copenhagen Business School; University of Missouri; University of Toronto","keywords":"Component (thermodynamics); Instability; Economics; Business; Financial system; Physics; Mechanics","score_opus":0.021638095599477474,"score_gpt":0.2181192479341249,"score_spread":0.19648115233464744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1030475365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861133,0.00003656997,0.00049784157,0.000055465327,0.0000039963643,0.000003283372,0.0001778771,0.0000125836195,0.00060107367],"genre_scores_gemma":[0.9994634,0.000019931642,0.00009852064,0.0000026303958,0.0000041497688,0.0000013686247,0.00013116076,0.00000310415,0.00027570679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99987316,0.000021651855,0.000011115497,0.000036926107,0.000029828794,0.000027331851],"domain_scores_gemma":[0.9969914,0.0011581017,0.0006612849,0.00016943677,0.00042925228,0.0005904688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042339612,0.00012531134,0.00021890625,0.0009106745,0.00021617954,0.00082923635,0.0002490627,0.0007178878,0.0022752448],"category_scores_gemma":[0.004978619,0.00014422218,0.0001943456,0.00069714093,0.00032419158,0.0006105993,0.00039965293,0.0007744262,0.00036924714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002176985,0.00034812928,0.88071346,0.000061388666,0.00024535402,0.0029623231,0.0012444847,0.027140303,0.048288092,0.011401485,0.0016650995,0.023752969],"study_design_scores_gemma":[0.000010080998,0.000091569826,0.9680885,0.000007921206,0.000020544907,0.00039055018,0.00026048353,0.028075356,0.001031775,0.0017699066,0.00022619117,0.000027068634],"about_ca_topic_score_codex":0.002980874,"about_ca_topic_score_gemma":0.0029269923,"teacher_disagreement_score":0.002980874,"about_ca_system_score_codex":0.0003141548,"about_ca_system_score_gemma":0.00016055226,"threshold_uncertainty_score":0.007611513},"labels":[],"label_agreement":null},{"id":"W2911303167","doi":"10.33119/gn/100546","title":"Evolution of the Theory and Practice of Economic Regulation: The Next Stage","year":2018,"lang":"en","type":"article","venue":"Gospodarka Narodowa","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physics; Theology; Philosophy","score_opus":0.02907574034598027,"score_gpt":0.23774215856797196,"score_spread":0.2086664182219917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911303167","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017084738,0.073794045,0.10561073,0.63100517,0.005338321,0.00020135549,0.000083060644,0.00019429429,0.16668826],"genre_scores_gemma":[0.7216419,0.049556345,0.090588175,0.10287338,0.00816544,0.00069844763,0.00011935433,0.0003544506,0.026002504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9367302,0.03672293,0.0029646812,0.0061325375,0.014672408,0.0027773841],"domain_scores_gemma":[0.9204971,0.057512164,0.0026768325,0.0086737815,0.008804024,0.0018361106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.067225926,0.00075586536,0.0023961894,0.0036008577,0.005910453,0.021121027,0.005226565,0.021029081,0.0040542264],"category_scores_gemma":[0.04170691,0.0010729909,0.0022997851,0.003990703,0.09428019,0.028772471,0.008374342,0.030943817,0.0012159217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062984755,0.000023021952,0.000087427536,0.00008037037,0.000003892639,0.000018892859,0.0015040458,0.00021792913,0.000059080037,0.9897434,0.0012117773,0.0070438315],"study_design_scores_gemma":[0.000026721034,0.00007997339,0.00040457892,0.0010217133,0.0000071333843,0.0001361072,0.0022607034,0.0012867937,0.00031394482,0.72883457,0.2655614,0.00006634708],"about_ca_topic_score_codex":0.007906686,"about_ca_topic_score_gemma":0.002861609,"teacher_disagreement_score":0.067225926,"about_ca_system_score_codex":0.021923484,"about_ca_system_score_gemma":0.022236886,"threshold_uncertainty_score":0.35552895},"labels":[],"label_agreement":null},{"id":"W2976780937","doi":"","title":"Recenzja książki: The End of Welfare as We Know It? Continuity and Change in Western Welfare State Settings and Practices, (Koniec polityki dobrobytu jaką znamy? Kontynuacja i zmiany w zachodnim modelu państwa dobrobytu - założenia i praktyka) Redakcja naukowa: Philipp Sandermann; Barbara Budrich Publishers, Opladen-Berlin-Toronto 2014. s. 139.","year":2015,"lang":"pl","type":"article","venue":"Gospodarka Narodowa","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welfare; Welfare state; Political science; Law","score_opus":0.043828594413291386,"score_gpt":0.34320228198598074,"score_spread":0.29937368757268934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976780937","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09702205,0.19979593,0.008381861,0.36610487,0.0022186837,0.00007702741,0.000333017,0.00012119732,0.3259453],"genre_scores_gemma":[0.88101065,0.057127196,0.002898936,0.008051848,0.00065225444,0.00012680865,0.000147994,0.000095492884,0.049888864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985499,0.00083794206,0.000057718087,0.00016886635,0.00020455953,0.00018111255],"domain_scores_gemma":[0.99939096,0.00025503818,0.00010646376,0.00008314765,0.00008205568,0.00008228537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026478248,0.000410586,0.00035975996,0.00090772397,0.0044922815,0.008974467,0.00067075825,0.0016612357,0.0038413394],"category_scores_gemma":[0.0036792534,0.00028387445,0.00027639023,0.0017661192,0.02320477,0.011348947,0.0045314874,0.003118653,0.00067466294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053372205,0.00004061036,0.0011898448,0.00017677876,0.0000136755825,0.00014544226,0.06922289,0.0002032723,0.0001810355,0.87102616,0.030654138,0.027092773],"study_design_scores_gemma":[0.000022112838,0.000037473415,0.008867635,0.00097147445,0.000027486378,0.00019325466,0.08117539,0.00031791572,0.0004435465,0.5438537,0.3640503,0.000039676146],"about_ca_topic_score_codex":0.02163582,"about_ca_topic_score_gemma":0.028668579,"teacher_disagreement_score":0.02163582,"about_ca_system_score_codex":0.0059638554,"about_ca_system_score_gemma":0.0058334917,"threshold_uncertainty_score":0.043271065},"labels":[],"label_agreement":null},{"id":"W870727982","doi":"10.33119/gn/101394","title":"Offset Transactions and Industrial Development","year":2007,"lang":"en","type":"article","venue":"Gospodarka Narodowa","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Offset (computer science); Computer science; Operating system","score_opus":0.043232003710199585,"score_gpt":0.28728472002115757,"score_spread":0.24405271631095798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W870727982","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27369043,0.025904644,0.0046511977,0.012398876,0.000351826,0.000030971896,0.0003295374,0.000042141586,0.6826004],"genre_scores_gemma":[0.90703875,0.0058276285,0.0007145363,0.00027193245,0.00010344075,0.000016227603,0.00010487549,0.000019880767,0.0859027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994848,0.000103023645,0.000024200079,0.000073203395,0.0001829025,0.00013186631],"domain_scores_gemma":[0.9993382,0.0001914891,0.00012764722,0.00004903427,0.00016552494,0.00012816003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045369507,0.00022642079,0.00023193109,0.0015857341,0.0013668292,0.006637028,0.00032158583,0.0007195751,0.02373615],"category_scores_gemma":[0.0017564695,0.00011864171,0.00009495093,0.003656174,0.0034154544,0.0037130057,0.0025722221,0.0013131892,0.0010232019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047445985,0.000026086023,0.0052227606,0.000057974354,0.000008107659,0.00012472426,0.0012320192,0.000487151,0.00034794767,0.9405934,0.0039241877,0.0479282],"study_design_scores_gemma":[0.000018188666,0.00006500208,0.03002826,0.0002210249,0.00001658126,0.00033298985,0.009374603,0.0009206473,0.00071054837,0.56276625,0.39551583,0.000030038991],"about_ca_topic_score_codex":0.0055993902,"about_ca_topic_score_gemma":0.010007187,"teacher_disagreement_score":0.02373615,"about_ca_system_score_codex":0.0029769593,"about_ca_system_score_gemma":0.002457757,"threshold_uncertainty_score":0.07940531},"labels":[],"label_agreement":null}]}