{"id":"W4231358667","doi":"10.1553/populationyearbook2005svii","title":"Contents","year":2007,"lang":"en","type":"paratext","venue":"Vienna Yearbook of Population Research","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fertility; Productivity; Postponement; Geography; Population; Demography; Population ageing; Demographic economics; Life expectancy; Sociology; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004033676,0.0001310737,0.0002909449,0.0009565692,0.0006138955,0.00006983249,0.0004430783,0.0006577123,0.002246526],"category_scores_gemma":[0.000586583,0.0001303762,0.0001282714,0.0008559551,0.0005469496,0.00009932713,0.00009974481,0.0008876186,0.003851772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003111944,"about_ca_system_score_gemma":0.0002797874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01562286,"about_ca_topic_score_gemma":0.002497295,"domain_scores_codex":[0.9960994,0.0007114937,0.0004804943,0.0003130625,0.001818772,0.0005767633],"domain_scores_gemma":[0.9979773,0.0004583831,0.0002089948,0.0003276551,0.0008501122,0.0001775334],"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":[0.0001235842,0.0003709243,0.01635783,0.0004330038,0.0001831101,0.00001459455,0.008040563,0.0002850046,0.0003783495,0.2851242,0.6701951,0.01849373],"study_design_scores_gemma":[0.0002501358,0.00005706535,0.01620892,0.0003092189,0.00001067553,2.109138e-7,0.001291424,0.0002132661,0.000008149881,0.001937976,0.9794794,0.0002335787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01561558,0.001611972,0.0001651307,0.0004300794,0.001981622,0.0009139712,0.00006600483,0.0000246792,0.9791909],"genre_scores_gemma":[0.4041896,0.001331099,0.0002064222,0.00002790644,0.0007442468,0.00001793574,0.0003537502,0.00003703672,0.593092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3885741,"threshold_uncertainty_score":0.9986656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2362645074162315,"score_gpt":0.4950368363227983,"score_spread":0.2587723289065668,"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."}}