{"id":"W3123363474","doi":"","title":"The Prince and the Pauper: Movement of Children Up and Down the Canadian Income Distribution, 1994-2004","year":2009,"lang":"en","type":"preprint","venue":"Project Muse (Johns Hopkins University)","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microdata (statistics); Distribution (mathematics); Income distribution; Demographic economics; Geography; Inequality; Household income; Family income; Demography; Economics; Economic growth; Sociology; Population; Census; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009649424,0.0004988408,0.0005369165,0.003762939,0.005130605,0.001963653,0.001739942,0.0004107587,0.002645857],"category_scores_gemma":[0.003533869,0.0004843475,0.0007239935,0.01187495,0.0009357429,0.0009018591,0.002107204,0.0009983866,0.0004682359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04457956,"about_ca_system_score_gemma":0.0445142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988675,"about_ca_topic_score_gemma":0.9994035,"domain_scores_codex":[0.9988561,0.00006653377,0.00004034919,0.0001470329,0.000476108,0.0004139215],"domain_scores_gemma":[0.9977507,0.0001053131,0.0003992605,0.0001002806,0.001268352,0.0003760662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931597,0.00004352135,0.9381528,0.0001118811,0.0001397637,0.0001745018,0.01094157,0.0006759478,0.0001945992,0.001624939,0.01484908,0.0328982],"study_design_scores_gemma":[0.00000433683,0.0000110218,0.9830526,0.0000400318,0.00001961404,0.00004777792,0.005713643,0.0003821577,0.00008857209,0.00006725178,0.01054648,0.00002647324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417616,0.002440996,0.0003735934,0.001515292,0.00003582345,0.00008648568,0.04543565,0.00005154662,0.008298969],"genre_scores_gemma":[0.9622521,0.002980628,0.001189177,0.000210906,0.00001600624,0.00008391686,0.02460226,0.00002812791,0.008636695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04457956,"threshold_uncertainty_score":0.3234488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656813978090055,"score_gpt":0.2601723711050049,"score_spread":0.2336042313241043,"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."}}