{"id":"W4233679489","doi":"10.17323/demreview.v3i2.1760","title":"Демографический дайджест","year":2016,"lang":"en","type":"article","venue":"Демографическое обозрение","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosocial theory; Sexual dimorphism; Inequality; Life expectancy; Immigration; Demography; Educational attainment; Demographic economics; Social inequality; Population; Sociology; Geography; Psychology; Economics; Biology; Economic growth","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002162008,0.0003182355,0.0002127179,0.002679691,0.002137267,0.003491647,0.0005095891,0.0007999155,0.0220318],"category_scores_gemma":[0.004411414,0.0005292862,0.0005798441,0.003104575,0.001792913,0.001260665,0.00140592,0.001005811,0.005855098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007318,"about_ca_system_score_gemma":0.003877904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120306,"about_ca_topic_score_gemma":0.0256731,"domain_scores_codex":[0.9978977,0.0005165853,0.0001153684,0.0002932229,0.0009787673,0.0001982025],"domain_scores_gemma":[0.9968726,0.001002726,0.0004324216,0.0005517601,0.0008394264,0.0003010753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000187214,0.0001339168,0.03176878,0.0003483633,0.00004585243,0.0008489948,0.005234635,0.004064025,0.01060251,0.3772898,0.02113673,0.5483392],"study_design_scores_gemma":[0.00005290495,0.0001285876,0.06963025,0.0003698382,0.0000558443,0.0009156106,0.004230062,0.002259378,0.008428282,0.1058901,0.807887,0.000152268],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3361751,0.02925844,0.1204348,0.0206779,0.001195554,0.0004715301,0.006110684,0.0007274986,0.4849485],"genre_scores_gemma":[0.8476988,0.01474948,0.07136992,0.0002781485,0.0002227981,0.0005393758,0.001335335,0.0001787024,0.06362743],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0220318,"threshold_uncertainty_score":0.07370365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01452728421002793,"score_gpt":0.3036434425641936,"score_spread":0.2891161583541657,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}