{"meta":{"query_hash":"af1ed8dcc1d1","filters":{"venue":"Problemy Zarządzania - Management Issues"},"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/af1ed8dcc1d1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Problemy+Zarz%C4%85dzania+-+Management+Issues"},"results":[{"id":"W2601744016","doi":"10.7172/1644-9584.60.10","title":"Wiggles and Curves: The Analysis of Ordinal Patterns","year":2016,"lang":"en","type":"article","venue":"Problemy Zarządzania - Management Issues","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ordinal data; Ordinal optimization; Statistics; Mathematics; Computer science; Econometrics","score_opus":0.023822308517550517,"score_gpt":0.21984325479077949,"score_spread":0.19602094627322897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601744016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5225665,0.14335732,0.070469625,0.05792952,0.00069864426,0.004281614,0.0019614797,0.00037668142,0.19835861],"genre_scores_gemma":[0.9778231,0.009621605,0.00042324682,0.00013443489,0.00003302597,0.000037947986,0.000010261965,0.000015169258,0.011901211],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985287,0.000027148582,0.00070862,0.00041588504,0.00007998502,0.00023963644],"domain_scores_gemma":[0.9989282,0.00005482399,0.00042452474,0.0005141899,0.000034073768,0.0000442123],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006024891,0.00017096581,0.0005965277,0.00041730146,0.000094227624,0.00006340107,0.00032624594,0.000030743053,0.0025157935],"category_scores_gemma":[0.000017644737,0.00010929803,0.0002162338,0.00075153774,0.00008386769,0.0001744604,0.00022654758,0.000036778612,0.00012263689],"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":[0.00001578677,0.000100857666,0.47989053,0.0006435931,0.006001469,0.000004560637,0.00038347728,0.000035423498,0.000020658825,0.4951782,0.0035292418,0.014196197],"study_design_scores_gemma":[0.00070538843,0.00012127715,0.65673476,0.00047912553,0.0016648461,0.0000017543819,0.0007433468,0.0014116389,0.00003292183,0.04083468,0.29667282,0.000597412],"about_ca_topic_score_codex":0.000878357,"about_ca_topic_score_gemma":0.00026672168,"teacher_disagreement_score":0.45525658,"about_ca_system_score_codex":0.000024181032,"about_ca_system_score_gemma":0.0000018068735,"threshold_uncertainty_score":0.99839604},"labels":[],"label_agreement":null},{"id":"W2885565540","doi":"10.7172/1644-9584.64.4","title":"Strategic Challenges in Stakeholder Networks","year":2016,"lang":"en","type":"article","venue":"Problemy Zarządzania - Management Issues","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Business; Stakeholder; Process management; Strategic planning; Knowledge management; Computer science; Political science; Public relations; Marketing","score_opus":0.12717152636969817,"score_gpt":0.25760059584427336,"score_spread":0.1304290694745752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885565540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003748971,0.0019063936,0.00066039513,0.0112985065,0.0006769415,0.0012576991,0.0000011358367,0.0005623682,0.9798876],"genre_scores_gemma":[0.9821439,0.002330629,0.00056433567,0.0013492126,0.0009312813,0.0002665291,0.000018162393,0.00007841413,0.012317546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727625,0.000030168156,0.0006729521,0.000783513,0.00044590884,0.0007912078],"domain_scores_gemma":[0.99896574,0.000027352538,0.0002713108,0.00056758366,0.00014724417,0.000020798172],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009933256,0.00043564386,0.00036329418,0.0009023074,0.00014450008,0.0003592956,0.0006108868,0.000107140295,0.00083326385],"category_scores_gemma":[0.000016556633,0.00032512375,0.00008052404,0.0009968553,0.000075709664,0.0010783051,0.0005517823,0.00014553402,0.0017915502],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003639103,0.00024596753,0.0019531276,0.00046037766,0.00006998049,0.0000559227,0.000044388442,0.00004504163,0.00002686537,0.93994594,0.0035416007,0.05357439],"study_design_scores_gemma":[0.004301453,0.0000585787,0.00930357,0.0009867726,0.0001234531,0.0000017984321,0.0046941475,0.0027260762,0.000029470344,0.22757085,0.74864876,0.0015550676],"about_ca_topic_score_codex":0.000036659803,"about_ca_topic_score_gemma":0.00029528464,"teacher_disagreement_score":0.9783949,"about_ca_system_score_codex":0.000096027776,"about_ca_system_score_gemma":0.0000061073288,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W3015917355","doi":"10.7172/1644-9584.85.1","title":"Big Data: Challenges and Opportunities in Financial Management","year":2019,"lang":"en","type":"article","venue":"Problemy Zarządzania - Management Issues","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Business; Big data; Finance; Computer science; Data mining","score_opus":0.21805349693255158,"score_gpt":0.2963102491953286,"score_spread":0.07825675226277704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015917355","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057398986,0.03734689,0.0010037763,0.019665625,0.004150727,0.0053451303,0.00005694177,0.00096798624,0.8740639],"genre_scores_gemma":[0.8638191,0.10290785,0.0023868238,0.003882024,0.0019424019,0.00029280008,0.00066346966,0.0001472541,0.023958242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972505,0.000020562271,0.0005367749,0.0010671627,0.000502346,0.0006226703],"domain_scores_gemma":[0.99850005,0.000023624863,0.00021192007,0.0011735631,0.00006650792,0.000024364555],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008693586,0.0004319143,0.00043234305,0.0007779346,0.00011614676,0.0004700917,0.0012534395,0.00010526661,0.00034082422],"category_scores_gemma":[0.00001779479,0.0004098588,0.000039634717,0.0004204241,0.000101351,0.002503899,0.0029916363,0.00018055938,0.00084384024],"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":[0.00005714484,0.00020486834,0.0021788713,0.0035953915,0.000060713584,0.0001238554,0.00009820621,0.000013765506,0.0000074535687,0.41102162,0.00791408,0.574724],"study_design_scores_gemma":[0.0007282571,0.000018366713,0.020816648,0.0005516576,0.00009403321,0.0000028345416,0.0015113811,0.00066603033,0.0000069364946,0.019369613,0.9556286,0.0006056624],"about_ca_topic_score_codex":0.00017348923,"about_ca_topic_score_gemma":0.00025686438,"teacher_disagreement_score":0.9477145,"about_ca_system_score_codex":0.000029129362,"about_ca_system_score_gemma":0.000009010088,"threshold_uncertainty_score":0.99993414},"labels":[],"label_agreement":null},{"id":"W3138461708","doi":"10.7172/1644-9584.89.4","title":"The Financial Situation of the Hospital After the Introduction of the Law on the Hospital Network","year":2020,"lang":"en","type":"article","venue":"Problemy Zarządzania - Management Issues","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"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":"Payroll; Revenue; Audit; Business; Health care; Finance; Work (physics); Actuarial science; Financial Audit; Financial institution; Quarter (Canadian coin); Institution; Accounting; Economics; Economic growth; Political science","score_opus":0.015212266417384416,"score_gpt":0.3039286491480466,"score_spread":0.2887163827306622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138461708","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22712353,0.0028267514,0.000106497515,0.7394703,0.0061494247,0.011849495,0.000039647934,0.00015140232,0.012282933],"genre_scores_gemma":[0.9886711,0.00046789576,0.00012724606,0.006427139,0.0022489897,0.000657213,0.0000065497143,0.000038086608,0.0013557769],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568194,0.0012511294,0.00094408216,0.00045007677,0.0009774065,0.0006953362],"domain_scores_gemma":[0.9970732,0.00048292722,0.00087097334,0.0012192893,0.0002925256,0.00006113755],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017251056,0.00031495135,0.00032125288,0.000019165142,0.002150836,0.000049830112,0.0014550327,0.00014638915,0.00016223852],"category_scores_gemma":[0.0004417625,0.00012505025,0.00021658395,0.00077498605,0.0005010851,0.00014438112,0.0010383164,0.00080876716,0.00019183196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036833104,0.00018069116,0.006417383,0.0006183862,0.00015191923,0.0000017706133,0.022965219,0.0006845775,0.000013556152,0.46830624,0.49840444,0.0018874719],"study_design_scores_gemma":[0.0007137247,0.0006654362,0.15636961,0.0006402787,0.0002514251,4.3127304e-7,0.013675479,0.00033471873,0.0001803608,0.027264772,0.7995679,0.0003358602],"about_ca_topic_score_codex":0.00028728123,"about_ca_topic_score_gemma":0.0005118934,"teacher_disagreement_score":0.76154757,"about_ca_system_score_codex":0.0001337829,"about_ca_system_score_gemma":0.000071981114,"threshold_uncertainty_score":0.99914825},"labels":[],"label_agreement":null}]}