{"id":"W1846069906","doi":"10.25336/p6cd0j","title":"Changes in Economic Status and Timing of Marriage of Young Canadians","year":2007,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Université de Montréal","keywords":"Earnings; Panel Study of Income Dynamics; Demographic economics; Panel data; Economics; Demography; Longitudinal data; Sociology","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":[0.0005107282,0.00005210129,0.0001474835,0.0003469108,0.0000792689,0.000004021505,0.00004442142,0.00005792593,0.000006447084],"category_scores_gemma":[0.0001056956,0.00006398869,0.000009115926,0.0001736705,0.0001264164,0.00005507602,0.000008477402,0.00004158782,1.96611e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101816,"about_ca_system_score_gemma":0.0002025791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714693,"about_ca_topic_score_gemma":0.9999201,"domain_scores_codex":[0.9993246,0.00003257275,0.0001926922,0.00009928634,0.00005814703,0.0002926741],"domain_scores_gemma":[0.9996812,0.00005410533,0.00006695885,0.00005706738,0.0000293022,0.0001113854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001552574,0.000001466312,0.9536819,0.00001505498,0.000006141573,0.000003161211,0.03888593,0.00007092344,0.000003735968,0.005573831,0.00002160701,0.001734648],"study_design_scores_gemma":[0.000102544,0.000007400042,0.9227462,0.00002328214,0.000003719002,1.210601e-7,0.0760529,0.00009055216,0.000001353706,0.0007317883,0.0001835039,0.00005658163],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936514,0.0006261936,0.000002404218,0.00009654789,0.0003427709,0.0001251546,0.00003595193,0.000002390428,0.005117135],"genre_scores_gemma":[0.9992045,0.0005727565,0.00007621023,0.00003369586,0.00003806412,0.000002125125,0.000007827831,0.000004466294,0.00006032129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03716697,"threshold_uncertainty_score":0.2662454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04456176866536112,"score_gpt":0.3179666886373558,"score_spread":0.2734049199719947,"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."}}