{"id":"W2744543129","doi":"10.25336/p6489d","title":"Income management strategies of older couples in Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Spouse; Allocative efficiency; Demographic economics; Educational attainment; Economics; Psychology; Sociology; Economic growth; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002896695,0.00006529765,0.0001340383,0.0001667362,0.0001055646,0.000007363264,0.00008586236,0.00003438717,0.00001037136],"category_scores_gemma":[0.00003193734,0.00007189107,0.00001088867,0.000357619,0.00006484869,0.0001600554,0.00001551648,0.00004839893,6.817461e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00225879,"about_ca_system_score_gemma":0.0005671887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988428,"about_ca_topic_score_gemma":0.9999853,"domain_scores_codex":[0.9991467,0.00005258738,0.0002015562,0.00008450672,0.0001708973,0.0003437502],"domain_scores_gemma":[0.9997042,0.00003203754,0.00004797841,0.00008007736,0.00003876166,0.00009688632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[5.000132e-7,0.000004064302,0.9381871,0.00002789141,0.00001081619,0.000003502955,0.01057498,0.0004236565,1.290073e-7,0.05017813,0.00007949363,0.0005097245],"study_design_scores_gemma":[0.0000755992,0.000001396001,0.8123717,0.00002710385,0.000003845535,5.400184e-8,0.1859804,0.00004955441,7.784961e-8,0.001107375,0.0003249495,0.00005794647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870183,0.001447834,0.000004547018,0.00008250432,0.0006804859,0.0001756643,0.00001135153,0.000003963326,0.01057531],"genre_scores_gemma":[0.9992629,0.0004507349,0.00007640864,0.00004536682,0.0000441168,0.00001169399,0.000009253946,0.000004481723,0.00009498472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754055,"threshold_uncertainty_score":0.5906657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670166205852248,"score_gpt":0.3095935938467382,"score_spread":0.2728919317882157,"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."}}