{"meta":{"query_hash":"7fc15754e5d2","filters":{"venue":"Demography and social economy"},"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/7fc15754e5d2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Demography+and+social+economy"},"results":[{"id":"W2986666824","doi":"10.15407/dse2019.03.086","title":"Ukrainian Diaspora in Canada: Methodology and Practice of Research","year":2019,"lang":"en","type":"article","venue":"Demography and social economy","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":1,"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":"Diaspora; Ukrainian; Political science; Regional science; Geography; Linguistics; Law; Philosophy","score_opus":0.10808914897564922,"score_gpt":0.39255182022471413,"score_spread":0.2844626712490649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986666824","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37509346,0.07475146,0.26485363,0.024925714,0.0017624692,0.04657172,0.012665452,0.0010090505,0.19836709],"genre_scores_gemma":[0.6572806,0.026589997,0.26613942,0.0034717503,0.0001867681,0.026114237,0.0024925272,0.0003731864,0.017351594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9389879,0.037198078,0.0041427813,0.0046045673,0.010886446,0.004180293],"domain_scores_gemma":[0.9180358,0.026646985,0.0046428842,0.005746619,0.041510906,0.0034168595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0675463,0.0009909756,0.0018530656,0.016429134,0.013308226,0.014022358,0.0051231994,0.0011631481,0.0035252054],"category_scores_gemma":[0.079640456,0.0011604384,0.0008561417,0.041850142,0.009045561,0.0024977743,0.007889204,0.0016237954,0.00057539024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031938383,0.00036657086,0.15238874,0.0086291125,0.00047673943,0.001322092,0.20046836,0.0043955143,0.0011654627,0.13585727,0.025943378,0.46866742],"study_design_scores_gemma":[0.00018345684,0.0003126785,0.20499781,0.015976503,0.0005414879,0.0005680324,0.38506764,0.008586641,0.0026903541,0.026619185,0.35412547,0.0003306982],"about_ca_topic_score_codex":0.9713676,"about_ca_topic_score_gemma":0.9722253,"teacher_disagreement_score":0.1415053,"about_ca_system_score_codex":0.1415053,"about_ca_system_score_gemma":0.3911634,"threshold_uncertainty_score":0.9957322},"labels":[],"label_agreement":null},{"id":"W3201423109","doi":"","title":"СИСТЕМА ІНДИКАТОРІВ УМОВ ПРОЖИВАННЯ НАСЕЛЕННЯ НА МІСЦЕВОМУ РІВНІ: ПРИНЦИПИ ФОРМУВАННЯ ТА ВИКОРИСТАННЯ","year":2021,"lang":"uk","type":"article","venue":"Demography and social economy","topic":"Labor Market and Education","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":"Population; Novelty; Component (thermodynamics); Quality of life (healthcare); Relevance (law); Business; Computer science; Geography; Psychology; Political science; Social psychology; Environmental health; Medicine","score_opus":0.017339635918724703,"score_gpt":0.20205230690106354,"score_spread":0.18471267098233884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201423109","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":[0.04442187,0.023487162,0.22053969,0.00882039,0.0027807022,0.00049516634,0.0008696522,0.00059732224,0.69798803],"genre_scores_gemma":[0.5698403,0.026510712,0.20871535,0.00079713657,0.0010508884,0.0008250174,0.0005804014,0.0005388837,0.19114138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975848,0.00050852826,0.00015383319,0.00042862474,0.0011081462,0.00021597491],"domain_scores_gemma":[0.99787474,0.0007238126,0.00025597823,0.00037712188,0.00058021426,0.0001880702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084971,0.00043786084,0.0003985226,0.002012108,0.0017810405,0.006459626,0.0007906081,0.0011982374,0.025675789],"category_scores_gemma":[0.004837805,0.0005309843,0.0004303558,0.0024570392,0.0028812469,0.0026978552,0.0018562434,0.0017828642,0.009713249],"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":[0.0000843947,0.00007167876,0.0015776188,0.0004062342,0.000019575036,0.00083150086,0.0034802656,0.001086349,0.0047694375,0.6434859,0.01889504,0.32529193],"study_design_scores_gemma":[0.000023319479,0.00007620815,0.0033252225,0.00026439896,0.00003524217,0.0014017933,0.0015596908,0.0012194595,0.0041094925,0.14421326,0.8437051,0.000066926696],"about_ca_topic_score_codex":0.0044807633,"about_ca_topic_score_gemma":0.0042733345,"teacher_disagreement_score":0.025675789,"about_ca_system_score_codex":0.0019373529,"about_ca_system_score_gemma":0.003797236,"threshold_uncertainty_score":0.08589411},"labels":[],"label_agreement":null},{"id":"W4231128504","doi":"10.15407/dse2018.01.011","title":"Stationary Population, Immigration, Social Cohesion, and National Identity: What Are the Links and the Policy Implications? With Special Attention to Canada, a Demographer’s Point of View","year":2018,"lang":"en","type":"article","venue":"Demography and social economy","topic":"Migration and Labor Dynamics","field":"Social Sciences","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":"Immigration; Cohesion (chemistry); Population; Social policy; Immigration policy; Point (geometry); Political science; Sociology; Development economics; Economics; Demography; Law","score_opus":0.010242115113457422,"score_gpt":0.2694083189147693,"score_spread":0.2591662038013119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231128504","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":[0.17332701,0.060979992,0.0027679116,0.66872317,0.0010816151,0.00004292163,0.0012909394,0.000039907216,0.09174646],"genre_scores_gemma":[0.94168055,0.041375194,0.0015226618,0.008705761,0.0007701899,0.00003457601,0.00027014184,0.00001586905,0.005624953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987937,0.0003932642,0.000031233467,0.00011049734,0.00029123362,0.0003800921],"domain_scores_gemma":[0.99571866,0.0019689063,0.00045557827,0.00010675411,0.001054707,0.000695401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002282438,0.00034966518,0.00065122446,0.0027385266,0.004591431,0.00697674,0.0011415086,0.0021121295,0.003776224],"category_scores_gemma":[0.008357928,0.0002186749,0.00045374007,0.004328536,0.011227604,0.004257412,0.0025114575,0.0029660265,0.00017829749],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006203945,0.000088322704,0.11915646,0.00041344628,0.000100810954,0.00024784158,0.008600205,0.0015971845,0.00013272485,0.7918292,0.02319192,0.054579757],"study_design_scores_gemma":[0.000023624389,0.000074989206,0.3298836,0.0027877062,0.00022609132,0.00020792983,0.07622084,0.0049550664,0.00047021752,0.48547623,0.099502295,0.00017138523],"about_ca_topic_score_codex":0.8709884,"about_ca_topic_score_gemma":0.8940895,"teacher_disagreement_score":0.12901157,"about_ca_system_score_codex":0.018373173,"about_ca_system_score_gemma":0.04195249,"threshold_uncertainty_score":0.25954264},"labels":[],"label_agreement":null}]}