{"meta":{"query_hash":"ac49e0975cae","filters":{"venue":"Population and Economics"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/ac49e0975cae","api":"https://metacan.xera.ac/api/v1/cohort?venue=Population+and+Economics"},"results":[{"id":"W2994221510","doi":"10.3897/popecon.2.e36041","title":"CYCLIC FLUCTUATIONS OF THE RUSSIAN AND FOREIGN LABOUR MARKET INDICATORS: IN SEARCH FOR NON-STANDARD REACTIONS","year":2018,"lang":"en","type":"article","venue":"Population and Economics","topic":"Economic Development and Digital Transformation","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":"Quarter (Canadian coin); Unemployment; Workforce; Economics; Labour economics; Work (physics); Macroeconomics; Geography; Economic growth","score_opus":0.024105460344587482,"score_gpt":0.23360128875954156,"score_spread":0.20949582841495407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994221510","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":[0.99445575,0.00031709336,0.000613524,0.000073780255,0.000011219305,0.00001091049,0.00097401976,0.000015866844,0.003527797],"genre_scores_gemma":[0.99804974,0.0001175113,0.00011544005,0.000008774551,0.000010686671,0.000006694363,0.0012404302,0.0000067474984,0.00044404864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995547,0.00009024575,0.000050611012,0.00009144897,0.00012269265,0.00009024609],"domain_scores_gemma":[0.99875605,0.00034333544,0.0005021277,0.00010587404,0.00024102024,0.00005170701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009573464,0.00014476034,0.00033719622,0.0018780776,0.00014878371,0.00083764736,0.00017526263,0.00018361081,0.001883358],"category_scores_gemma":[0.002825598,0.00007445619,0.00029209655,0.0024396647,0.00026127923,0.0004959499,0.00042781496,0.00027052686,0.00032141877],"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":[0.00042003882,0.00004238628,0.96093774,0.00010204943,0.00019165772,0.00021275987,0.0012508933,0.002613204,0.002081685,0.0045752525,0.001058537,0.026513778],"study_design_scores_gemma":[0.000003691637,0.00008583293,0.9922112,0.000014003398,0.000027191352,0.00009106881,0.001024619,0.002894448,0.0005186335,0.00056562014,0.0025556325,0.000008072208],"about_ca_topic_score_codex":0.002853971,"about_ca_topic_score_gemma":0.0022098275,"teacher_disagreement_score":0.002853971,"about_ca_system_score_codex":0.0003017966,"about_ca_system_score_gemma":0.00029305666,"threshold_uncertainty_score":0.0063004494},"labels":[],"label_agreement":null},{"id":"W3015581704","doi":"10.3897/popecon.4.e50338","title":"Towards gender equality in the labour markets of Canada, USA and Russia: an overview of progress in achievement of international commitments","year":2020,"lang":"en","type":"article","venue":"Population and Economics","topic":"Regional Socio-Economic Development Trends","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies","funders":"","keywords":"Gender equality; Work (physics); Order (exchange); Political science; Economic growth; Labour economics; Demographic economics; Economics; Sociology; Gender studies","score_opus":0.1392737842925402,"score_gpt":0.35485222688749873,"score_spread":0.21557844259495854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015581704","genre_codex":"review","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":[0.113017775,0.5350537,0.0016178057,0.07419297,0.0018803941,0.00016986852,0.0019851737,0.00008986074,0.2719925],"genre_scores_gemma":[0.5026227,0.46875405,0.001930173,0.004498257,0.00040866985,0.0000800581,0.0012631563,0.000049549177,0.020393342],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99735177,0.00022008472,0.00006831835,0.00012867409,0.0010486215,0.0011824346],"domain_scores_gemma":[0.9983273,0.00018231786,0.00010634731,0.000019162853,0.0009312019,0.00043352242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025554018,0.00041723961,0.00038416882,0.004519329,0.0055967253,0.0065796566,0.0009262312,0.00081980467,0.0029587594],"category_scores_gemma":[0.0018995255,0.00015080046,0.00032950184,0.007661711,0.0027935624,0.0017717598,0.0023475406,0.0016041594,0.00019456532],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010336364,0.000119752156,0.03490503,0.0030727957,0.000089553985,0.0004662522,0.02438979,0.0008787393,0.0006076615,0.26112157,0.054512624,0.6197329],"study_design_scores_gemma":[0.0000075755047,0.000068745685,0.16072002,0.003986462,0.00005613,0.00020768408,0.03964997,0.00031686437,0.0006055834,0.007099129,0.78721625,0.00006551968],"about_ca_topic_score_codex":0.9228487,"about_ca_topic_score_gemma":0.93666846,"teacher_disagreement_score":0.0771513,"about_ca_system_score_codex":0.039694536,"about_ca_system_score_gemma":0.1429148,"threshold_uncertainty_score":0.28800535},"labels":[],"label_agreement":null},{"id":"W4226150631","doi":"10.3897/popecon.6.e78235","title":"Long-term dynamics of informal employment and its relationship with the poverty of the Russian population against the backdrop of the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Population and Economics","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":3,"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":"National Research University Higher School of Economics","keywords":"Casual; Informal sector; Poverty; Vocational education; Labour economics; Wage; Population; Demographic economics; Economics; Quarter (Canadian coin); Work (physics); Business; Economic growth; Political science; Sociology; Geography","score_opus":0.06821250825290748,"score_gpt":0.3413514102405566,"score_spread":0.2731389019876491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226150631","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":[0.9990276,0.00021286806,0.000038158592,0.0000879685,0.0000038942217,0.0000019737722,0.00009698061,0.0000010918714,0.00052941515],"genre_scores_gemma":[0.99967897,0.00011709541,0.000015891817,0.000005536195,0.0000036396284,0.0000018415491,0.000060287162,5.6311944e-7,0.00011620965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969053,0.0000885908,0.000025272755,0.000046571302,0.000044003013,0.00010513357],"domain_scores_gemma":[0.9993538,0.00007660863,0.00028852574,0.000037100668,0.000089904905,0.00015393265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041832606,0.00013018803,0.00015845677,0.00073482457,0.000489834,0.000550621,0.00023814311,0.00027325936,0.0013520374],"category_scores_gemma":[0.0011922091,0.000093739734,0.00023314141,0.0005253607,0.00035265222,0.00038641947,0.0008968522,0.00039372963,0.00018614749],"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":[0.000042824264,0.00003684862,0.9944501,0.000012768776,0.000030065848,0.00015157969,0.000901227,0.00010395797,0.00019967726,0.0002732343,0.0001425163,0.0036552695],"study_design_scores_gemma":[4.982141e-7,0.000032124295,0.99800485,0.000010412417,0.0000063293237,0.00008371022,0.0013067884,0.00018247863,0.00001998026,0.00009324951,0.0002573926,0.0000022890983],"about_ca_topic_score_codex":0.01044077,"about_ca_topic_score_gemma":0.008763193,"teacher_disagreement_score":0.01044077,"about_ca_system_score_codex":0.00034407456,"about_ca_system_score_gemma":0.0003706623,"threshold_uncertainty_score":0.02076},"labels":[],"label_agreement":null}]}