{"meta":{"query_hash":"e4098126c86a","filters":{"venue":"European Politics and Society"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/e4098126c86a","api":"https://metacan.xera.ac/api/v1/cohort?venue=European+Politics+and+Society"},"results":[{"id":"W2322922293","doi":"10.1080/23745118.2016.1154129","title":"Russia's perceptions of Ukraine: Euromaidan and historical conflicts","year":2016,"lang":"en","type":"article","venue":"European Politics and Society","topic":"European Politics and Security","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Annexation; Ukrainian; Interpretation (philosophy); Political science; Narrative; Period (music); Political economy; Politics; Economic history; Sociology; Law; History","score_opus":0.025771721378820278,"score_gpt":0.267477514914654,"score_spread":0.2417057935358337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322922293","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":[0.7459639,0.0002546674,0.00015301845,0.0027657961,0.00012760938,0.000080045094,0.000053159292,0.000050538023,0.25055128],"genre_scores_gemma":[0.98620665,0.0020185448,0.0002986726,0.0005587375,0.000322441,4.9433396e-7,0.0000013075713,0.000021581613,0.010571547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986991,0.0003117436,0.00022503537,0.00021122658,0.00020156257,0.00035130806],"domain_scores_gemma":[0.9991942,0.00015619412,0.000071690134,0.00015862068,0.00008243289,0.0003368855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006517591,0.00010920357,0.00015773592,0.000021492235,0.00045110236,0.0000434779,0.0001297862,0.00004395033,0.000049043156],"category_scores_gemma":[0.0001681892,0.00008335063,0.00009730198,0.000059002516,0.00076596317,0.000074419535,0.00011145725,0.0000945761,0.00001352779],"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":[0.0000012520777,0.000052471587,0.0060758353,0.00002291472,0.000021939857,0.000006973021,0.0428275,2.024325e-8,0.0007172184,0.9405384,0.00864589,0.0010896092],"study_design_scores_gemma":[0.0005294224,0.0000929507,0.11501641,0.00004384005,0.00003217506,0.0000051331704,0.0035183777,0.000007921326,0.000019036344,0.0028069292,0.87768507,0.00024273223],"about_ca_topic_score_codex":0.00046494693,"about_ca_topic_score_gemma":0.000013539887,"teacher_disagreement_score":0.93773144,"about_ca_system_score_codex":0.00009101949,"about_ca_system_score_gemma":0.000047138154,"threshold_uncertainty_score":0.346956},"labels":[],"label_agreement":null},{"id":"W2328630890","doi":"10.1080/23745118.2016.1154236","title":"Choosing Europe over Russia: what has Ukraine gained?","year":2016,"lang":"en","type":"article","venue":"European Politics and Society","topic":"Russia and Soviet political economy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas University","funders":"","keywords":"Modernization theory; Vulnerability (computing); Political science; Customs union; International trade; European union; Cold war; Economic union; Development economics; Economy; Economic policy; Economics; Politics; Law","score_opus":0.02673331526951372,"score_gpt":0.27015780809991674,"score_spread":0.24342449283040302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328630890","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":[0.19196747,0.0007127957,0.0004837839,0.03199493,0.0006249171,0.00020103304,0.000026499089,0.00020361562,0.77378494],"genre_scores_gemma":[0.9702744,0.0038320252,0.00029572973,0.0062023844,0.0012339065,0.0000018185946,0.0000027685005,0.000042901764,0.018114094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980862,0.00033394177,0.00027424426,0.00032890722,0.0002186752,0.0007580139],"domain_scores_gemma":[0.9988781,0.00022538833,0.0000701937,0.00023523801,0.0000678097,0.00052322145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008580766,0.00017376829,0.0001989958,0.000021312746,0.0010240261,0.0006822268,0.0002190923,0.00007125793,0.00034011598],"category_scores_gemma":[0.00019955415,0.00012528978,0.00016433968,0.00010750795,0.001153327,0.00059349724,0.00012999238,0.00013839127,0.0001895845],"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":[0.0000012628764,0.000032869375,0.0008165719,0.000011707634,0.00003201717,0.000014154111,0.010885521,9.830597e-8,0.00008951776,0.9697849,0.012879055,0.0054523363],"study_design_scores_gemma":[0.0005132574,0.000030721167,0.012722268,0.00008793563,0.000019653713,0.000002511844,0.0025377865,0.000017041606,0.000024639034,0.005027623,0.97875065,0.0002659123],"about_ca_topic_score_codex":0.00020239063,"about_ca_topic_score_gemma":0.000008918172,"teacher_disagreement_score":0.9658716,"about_ca_system_score_codex":0.00008898107,"about_ca_system_score_gemma":0.00014573266,"threshold_uncertainty_score":0.78760844},"labels":[],"label_agreement":null},{"id":"W3108673287","doi":"10.1080/23745118.2020.1847572","title":"From crisis-induced labour reforms to reform-induced social crises","year":2020,"lang":"en","type":"article","venue":"European Politics and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","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":"McMaster University","funders":"","keywords":"Restructuring; Flexibility (engineering); Social protection; European union; Government (linguistics); Economic policy; Economics; Member states; Population; Social policy; Development economics; Economic growth; Market economy","score_opus":0.07758428436999476,"score_gpt":0.3371270610826279,"score_spread":0.25954277671263315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108673287","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":[0.7772199,0.000036935453,0.000013322442,0.0727935,0.00031425065,0.000191197,0.000119702614,0.00020190078,0.1491093],"genre_scores_gemma":[0.96538466,0.00019020712,0.00017818746,0.026350137,0.0069984877,0.0000045698553,0.000007307693,0.00004017105,0.00084625086],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801666,0.00022027096,0.00030154912,0.000376809,0.00039455682,0.0006901545],"domain_scores_gemma":[0.9990628,0.000044163775,0.00009449424,0.0001254732,0.00013003606,0.0005430837],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043391145,0.00021787811,0.00030942602,0.000018679315,0.0023569153,0.0001799936,0.00031494672,0.0001320671,0.000024264358],"category_scores_gemma":[0.00017460535,0.00017464886,0.0002315272,0.00029127658,0.00019103164,0.00016509986,0.00028388467,0.00029772884,0.00010941814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001166897,0.00004662124,0.00015510347,0.000029880433,0.00018028099,0.000010854434,0.76622313,1.2936084e-7,0.0010936331,0.19019912,0.0400599,0.0019896955],"study_design_scores_gemma":[0.00104492,0.00025467912,0.035823867,0.000029475023,0.00009915265,5.1838407e-7,0.7493318,0.000009470141,0.0008813044,0.02243259,0.1891042,0.0009880672],"about_ca_topic_score_codex":0.012364531,"about_ca_topic_score_gemma":0.00016683317,"teacher_disagreement_score":0.1881648,"about_ca_system_score_codex":0.00017240075,"about_ca_system_score_gemma":0.00011096012,"threshold_uncertainty_score":0.9989419},"labels":[],"label_agreement":null},{"id":"W4403824243","doi":"10.1080/23745118.2024.2421889","title":"Identarian Atlanticism and foreign policy implications: a study of European public attitudes","year":2024,"lang":"en","type":"article","venue":"European Politics and Society","topic":"European Union Policy and Governance","field":"Social Sciences","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":"Université de Montréal","funders":"NextGenerationEU","keywords":"Foreign policy; Political science; Public policy; Public opinion; Public administration; Politics","score_opus":0.043323000917599566,"score_gpt":0.3300141654342661,"score_spread":0.28669116451666654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403824243","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":[0.49121162,0.0006124474,0.000113470545,0.0024547253,0.000063337175,0.00023890688,0.000054026576,0.0001239882,0.5051275],"genre_scores_gemma":[0.99310946,0.0014881198,0.000118385884,0.0009534174,0.0006284356,0.000001785124,0.000004311242,0.00003934563,0.0036567308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99818885,0.0005986862,0.00030719247,0.00031654365,0.00022129335,0.0003674065],"domain_scores_gemma":[0.99923074,0.00014457079,0.000084683474,0.00023883225,0.00007265171,0.00022852278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012534802,0.00014048978,0.0001525495,0.00006549295,0.00061148533,0.00037652627,0.00026179326,0.000024957131,0.000011070385],"category_scores_gemma":[0.00018742624,0.0001320242,0.0000833391,0.00030142488,0.00047578968,0.00021909723,0.00022826924,0.0001703381,0.000019904495],"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":[5.570109e-7,0.000091653965,0.009588789,0.0000437504,0.00005947153,0.000010406613,0.0420176,2.518354e-7,0.000033021133,0.9443461,0.0026351253,0.0011733107],"study_design_scores_gemma":[0.00044404727,0.0001554875,0.7431247,0.00009289327,0.000053088752,0.00001187454,0.013856964,0.00002117706,0.000004599393,0.0102131115,0.23174775,0.00027426842],"about_ca_topic_score_codex":0.002593508,"about_ca_topic_score_gemma":0.00017202951,"teacher_disagreement_score":0.93413293,"about_ca_system_score_codex":0.000048006637,"about_ca_system_score_gemma":0.00011309996,"threshold_uncertainty_score":0.5383791},"labels":[],"label_agreement":null},{"id":"W4403824580","doi":"10.1080/23745118.2024.2419553","title":"Not playing the same game? European integration with regions in context: the Basque case","year":2024,"lang":"en","type":"article","venue":"European Politics and Society","topic":"European Union Policy and Governance","field":"Social Sciences","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":"University of Lethbridge","funders":"","keywords":"Maastricht Treaty; Context (archaeology); Convergence (economics); Politics; Political science; Political economy; State (computer science); European integration; Economic system; European union; Economic geography; Sociology; Economics; Economic growth; Geography; International trade; Law","score_opus":0.033263427452223195,"score_gpt":0.2854044444390861,"score_spread":0.25214101698686286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403824580","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":[0.3619982,0.0009426054,0.0011920575,0.025464524,0.0003169976,0.00039852256,0.00006979841,0.00017750222,0.6094398],"genre_scores_gemma":[0.9830296,0.0005853863,0.000050042934,0.007890678,0.00050850055,0.000002110843,0.0000023932228,0.00003537823,0.00789589],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978273,0.0011970499,0.00020372821,0.00023489795,0.00020271505,0.0003343293],"domain_scores_gemma":[0.99913037,0.00043663362,0.000059921233,0.00023333167,0.000044419587,0.00009532108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001997468,0.00013348006,0.00009228246,0.000018278683,0.0010516901,0.0004395393,0.00024769513,0.000022839506,0.000008779033],"category_scores_gemma":[0.0001605678,0.00007412689,0.000085507076,0.00024554002,0.00075714506,0.00014927256,0.00008558501,0.0004608525,0.000038753067],"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":[0.0000020205598,0.000010550736,0.00011235021,0.0000091568045,0.00001598009,0.0004115309,0.13457409,0.0000055652426,0.000013684769,0.8573702,0.005670447,0.0018044357],"study_design_scores_gemma":[0.00036025824,0.000062087456,0.019888109,0.0003050996,0.000042222124,0.00030639448,0.083989,0.0007999326,0.000019956873,0.0012645515,0.892651,0.00031136055],"about_ca_topic_score_codex":0.0032519219,"about_ca_topic_score_gemma":0.004548317,"teacher_disagreement_score":0.8869806,"about_ca_system_score_codex":0.000066138426,"about_ca_system_score_gemma":0.00008547204,"threshold_uncertainty_score":0.80888563},"labels":[],"label_agreement":null}]}