{"id":"W3123523100","doi":"","title":"The Instability of Family Earnings and Family Income in Canada, 1986 to 1991 and 1996 to 2001","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings; Unemployment; Demographic economics; Economics; Transfer payment; Distribution (mathematics); Family income; Labour economics; Economic growth; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005272126,0.000261526,0.0005606185,0.0003543504,0.0004011865,0.00014009,0.0008495573,0.0003001346,0.00000564546],"category_scores_gemma":[0.001247037,0.000256732,0.00005245884,0.0003772778,0.0006248729,0.00008622815,0.001368659,0.001227138,0.000001343713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003048745,"about_ca_system_score_gemma":0.004581835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9103234,"about_ca_topic_score_gemma":0.9924132,"domain_scores_codex":[0.9962023,0.0006198088,0.0007358982,0.0008508354,0.0005049777,0.001086135],"domain_scores_gemma":[0.9973848,0.001104326,0.0001460248,0.0006747314,0.0001650554,0.0005250915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008562839,0.000044919,0.8974962,0.0000756829,0.00002830658,0.000007951588,0.01086177,0.004511136,0.00008823692,0.000595912,0.00008120527,0.08612309],"study_design_scores_gemma":[0.0002361662,0.00004433568,0.9320908,0.00008378467,0.000002892769,3.396522e-7,0.03196884,0.0007747414,0.0000015685,0.0004794958,0.0340495,0.0002675018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647154,0.0003350392,9.276211e-7,0.001156362,0.0002491378,0.00109247,0.0001283897,0.00001042753,0.03231184],"genre_scores_gemma":[0.9814002,0.01700025,0.0004259291,0.0003029638,0.00009161375,0.0001076407,0.000009153774,0.00002783712,0.0006343883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08585559,"threshold_uncertainty_score":0.9999885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03105094483727124,"score_gpt":0.3141717331980025,"score_spread":0.2831207883607312,"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."}}