{"id":"W4401485672","doi":"10.1007/s42650-024-00085-1","title":"Fertility Decline in Canada Since the Great Recession","year":2024,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Federation for the Humanities and Social Sciences","keywords":"Fertility; Postponement; Total fertility rate; Demography; Sub-replacement fertility; Recession; Geography; Economics; Birth rate; Demographic economics; Population; Family planning; Sociology; Research methodology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006162782,0.00005531825,0.00008124545,0.0001041641,0.0003712854,0.00002934261,0.0000969036,0.00004637397,0.00001053656],"category_scores_gemma":[0.0003906382,0.00004143831,0.00001381414,0.0006181797,0.00007871538,0.00008918776,0.00001492476,0.0001537944,0.000002684607],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004147965,"about_ca_system_score_gemma":0.001376301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9996188,"about_ca_topic_score_gemma":0.9999989,"domain_scores_codex":[0.9991636,0.0001470564,0.0001807684,0.0001380473,0.0001598252,0.0002107216],"domain_scores_gemma":[0.9995813,0.0002161774,0.00001791705,0.000086725,0.00003112789,0.00006676664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001584039,0.000001498601,0.9686038,0.00001337328,0.000005766626,0.00002184287,0.00432443,0.0007156239,2.308356e-7,0.01522229,0.001131556,0.009957944],"study_design_scores_gemma":[0.00003417889,0.000001452677,0.9653462,0.0001020052,0.000003113935,1.308739e-7,0.00591323,0.004173315,7.288233e-8,0.007048632,0.01731742,0.00006031711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721901,0.004468213,0.000002579284,0.01709696,0.001609917,0.0001963519,0.00001213551,0.00001153575,0.004412211],"genre_scores_gemma":[0.999098,0.0002790049,0.00001278884,0.0002636627,0.00004540828,0.00001151241,0.00001245751,0.000004205468,0.0002729289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02690793,"threshold_uncertainty_score":0.9996749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07059849605839434,"score_gpt":0.3523479680598539,"score_spread":0.2817494720014596,"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."}}