{"id":"W2794490336","doi":"10.1111/roiw.12367","title":"Neighbors' Income, Public Goods, and Well‐Being","year":2018,"lang":"en","type":"article","venue":"Review of Income and Wealth","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Economic and Social Research Council; Agence Nationale de la Recherche","keywords":"Poverty; Unemployment; Behavioral Risk Factor Surveillance System; Demographic economics; Economics; Quarter (Canadian coin); Life satisfaction; Household income; Affect (linguistics); Income distribution; Public good; Public economics; Economic growth; Geography; Inequality; Demography; Psychology; Population; Social psychology; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001026816,0.0001614393,0.0004652356,0.0001010085,0.0001376818,0.00001875282,0.000124445,0.0001155373,0.0009143709],"category_scores_gemma":[0.0001035252,0.0001213832,0.00005735284,0.0002999295,0.0002177217,0.00009402854,0.00006521461,0.0002017636,0.0001697223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001671849,"about_ca_system_score_gemma":0.00002122485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667501,"about_ca_topic_score_gemma":0.00001423891,"domain_scores_codex":[0.9984283,0.0002907697,0.000503247,0.0003440411,0.0001374995,0.000296108],"domain_scores_gemma":[0.9989913,0.0001551381,0.0002562009,0.0003447797,0.00005874716,0.0001938486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004811962,0.000147982,0.4925331,0.007249739,0.0001147268,0.000008257773,0.0005940534,8.020294e-9,0.00005399411,0.1306187,0.006458045,0.3621733],"study_design_scores_gemma":[0.0006628543,0.0007531006,0.789686,0.005061863,0.00004944867,0.00009255626,0.00007263094,0.000004865574,0.00001491759,0.005717421,0.1976239,0.0002604309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4893872,0.16623,0.000274385,0.004757144,0.001192519,0.0006212377,0.000007512604,0.0001194486,0.3374106],"genre_scores_gemma":[0.8990165,0.09736504,0.0002392946,0.00275857,0.0002599602,0.0000131958,0.000004510488,0.00001316094,0.0003297474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4096293,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074952430737988,"score_gpt":0.3425063127256026,"score_spread":0.3217567884182227,"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."}}