{"id":"W2130246333","doi":"10.15353/rea.v3i1.1378","title":"The Spatial Distribution of Labour Force Participation and Market Earnings at the Sub-National Level in Ireland","year":2011,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Earnings; Microsimulation; Distribution (mathematics); Economics; Income distribution; Labour economics; Household income; Calibration; Spatial distribution; Geography; Accounting; Inequality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005445268,0.00005836695,0.000272678,0.00008514148,0.00009035322,0.00001684731,0.0001677964,0.00002477639,0.00033009],"category_scores_gemma":[0.0008933402,0.000032024,0.0001560184,0.0004040776,0.0001051935,0.00009153551,0.00004228032,0.00003830908,0.00000942037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003500246,"about_ca_system_score_gemma":0.00002946467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005490191,"about_ca_topic_score_gemma":0.002789161,"domain_scores_codex":[0.9985026,0.0002313838,0.0007771057,0.0001647655,0.0002423874,0.00008172255],"domain_scores_gemma":[0.9982591,0.0006908705,0.0006569904,0.0002040348,0.0001673679,0.00002165869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000938063,0.00004501485,0.9041897,0.0001780035,0.000402418,1.817363e-7,0.0004734648,0.00320006,0.000022124,0.009631401,0.001616889,0.08014695],"study_design_scores_gemma":[0.0000993737,0.00001323163,0.9114679,0.0000753216,0.0001952895,3.057933e-7,0.00007909306,0.083111,0.00002389837,0.003815453,0.001075364,0.00004381827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884668,0.004931286,0.005127725,0.0004332479,0.00002539845,0.0001101018,0.00008263563,0.000001829884,0.000820948],"genre_scores_gemma":[0.9814563,0.01807385,0.00002503507,0.00003504163,0.000006611635,0.0000117845,0.00002804392,0.000001849897,0.0003614559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08010314,"threshold_uncertainty_score":0.3614254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235936808277044,"score_gpt":0.3593038768201106,"score_spread":0.2357101959924062,"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."}}