{"id":"W269009639","doi":"","title":"Europe's Real Demographic Challenge","year":2009,"lang":"en","type":"article","venue":"Policy review","topic":"Global Health Care Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; European union; Population; Emigration; Resizing; Fertility; Baby boomers; Economic history; Population ageing; Demographic economics; Demography; Political science; History; Geography; Development economics; Sociology; Economics; Law; International trade","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009603722,0.0002129911,0.000579902,0.0001285747,0.0003795685,0.000003896278,0.0003324758,0.0001350445,0.0003563384],"category_scores_gemma":[0.0007293862,0.000173622,0.0001208665,0.001070597,0.00003501565,0.00008252801,0.00006929236,0.0005511207,0.006480775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292714,"about_ca_system_score_gemma":0.0004164613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009459103,"about_ca_topic_score_gemma":0.000150514,"domain_scores_codex":[0.9968728,0.0009022665,0.0007684818,0.0003129301,0.0002780613,0.0008654978],"domain_scores_gemma":[0.9982938,0.0001593884,0.0002564995,0.0006487745,0.0002614181,0.0003800972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001536514,0.0001174708,0.001850681,0.01322457,0.00001749158,0.00003238801,0.0007959798,6.851981e-8,0.00000700836,0.2493586,0.5730848,0.1614955],"study_design_scores_gemma":[0.0001788674,0.0001242932,0.03902625,0.007876594,0.00002890868,0.000004280091,0.0000178944,7.18556e-7,2.421247e-7,0.001985155,0.9506054,0.0001514329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001730179,0.3388456,0.000002886427,0.1592837,0.0003364108,0.001761161,0.00001958318,0.0003955748,0.497625],"genre_scores_gemma":[0.04893806,0.8652251,0.0001650014,0.08246361,0.001235607,0.00007176046,0.00001510913,0.00002703042,0.001858663],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5263796,"threshold_uncertainty_score":0.9942928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206480006480685,"score_gpt":0.5346363784622121,"score_spread":0.4139883778141436,"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."}}