{"meta":{"query_hash":"1b863ca30835","filters":{"venue":"Comparative Population Studies"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/1b863ca30835","api":"https://metacan.xera.ac/api/v1/cohort?venue=Comparative+Population+Studies"},"results":[{"id":"W4229632188","doi":"10.12765/cpos-2013-18","title":"Fertility, Family Policy and Welfare Regimes","year":2013,"lang":"en","type":"article","venue":"Comparative Population Studies","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":7,"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":"Welfare; Argument (complex analysis); Fertility; Welfare state; Work (physics); Economics; Positive economics; Sociology; Political science; Population; Law; Medicine","score_opus":0.1993774524366842,"score_gpt":0.46318325826783996,"score_spread":0.26380580583115576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229632188","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":[0.6829441,0.039546836,0.009825095,0.018816764,0.00021008447,0.00008987219,0.000964952,0.000035179895,0.2475671],"genre_scores_gemma":[0.982808,0.008119288,0.0006577116,0.00039842358,0.0001532011,0.000037188944,0.00007651327,0.000004268833,0.007745411],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99923944,0.00037438163,0.000023360168,0.0000638191,0.000055271612,0.00024375004],"domain_scores_gemma":[0.9986284,0.0007389549,0.00040128708,0.000040017934,0.000046323657,0.00014511119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011449963,0.00015139203,0.0002709182,0.0010634668,0.001089401,0.0019879246,0.00046330126,0.0011286562,0.007119534],"category_scores_gemma":[0.002526954,0.000117061136,0.0003536565,0.0015822434,0.0027423329,0.0011641828,0.0013728766,0.0008735342,0.00029399613],"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":[0.00007394307,0.00011187763,0.03746766,0.00016479455,0.000035141133,0.00039018918,0.0024260136,0.0067030587,0.00020312355,0.91403705,0.0015779043,0.03680922],"study_design_scores_gemma":[0.000052356387,0.00039257895,0.16729645,0.0008015422,0.000057577974,0.0010231044,0.010047836,0.005201933,0.0004716369,0.6701341,0.14444236,0.00007861545],"about_ca_topic_score_codex":0.006161924,"about_ca_topic_score_gemma":0.0054846844,"teacher_disagreement_score":0.007119534,"about_ca_system_score_codex":0.0021556776,"about_ca_system_score_gemma":0.0011386333,"threshold_uncertainty_score":0.023817241},"labels":[],"label_agreement":null},{"id":"W4390058619","doi":"10.12765/cpos-2023-29","title":"A Quarter Century of Change in Family and Gender-Role Attitudes in Hungary","year":2023,"lang":"en","type":"article","venue":"Comparative Population Studies","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":8,"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":"Pécsi Tudományegyetem","keywords":"Quarter (Canadian coin); Premise; Liberalization; Population; Period (music); Demographic economics; China; Social change; Communism; Transition (genetics); Political science; Demography; Psychology; Sociology; Geography; Politics; Economics; Economic growth; Law","score_opus":0.48545033588204456,"score_gpt":0.48578709920378604,"score_spread":0.0003367633217414845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390058619","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":[0.99860674,0.0002795042,0.00005486334,0.00016018891,0.000021315158,0.0000016062855,0.00005682275,0.0000017304584,0.00081719365],"genre_scores_gemma":[0.99939966,0.00016914873,0.000032050535,0.000047772694,0.00001274577,0.0000010040067,0.000060556722,8.7622317e-7,0.00027614256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997136,0.000042630887,0.00002255375,0.000051842,0.00006963162,0.00009973594],"domain_scores_gemma":[0.9995807,0.00009278472,0.00012911105,0.000030470657,0.00006982843,0.000097059106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076114957,0.00006745522,0.00019908533,0.00055727636,0.00036916055,0.0007079995,0.00017135948,0.00030774073,0.0011782263],"category_scores_gemma":[0.0009221872,0.00006589455,0.00015555236,0.0008039706,0.000636317,0.0004644813,0.00053262233,0.00048903434,0.0000964625],"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":[0.0008416431,0.00027967748,0.80881894,0.000253693,0.00014520233,0.0024444347,0.038816918,0.0010784266,0.009271752,0.006891844,0.0024695697,0.12868795],"study_design_scores_gemma":[0.0000022399524,0.000057303558,0.99114954,0.000010607991,0.00000760806,0.00014893067,0.004960549,0.000080666294,0.00045653476,0.00011558009,0.0030043724,0.0000059751665],"about_ca_topic_score_codex":0.009280684,"about_ca_topic_score_gemma":0.008146784,"teacher_disagreement_score":0.009280684,"about_ca_system_score_codex":0.001071003,"about_ca_system_score_gemma":0.00071413355,"threshold_uncertainty_score":0.0184533},"labels":[],"label_agreement":null}]}