{"id":"W2999115558","doi":"10.1007/s11111-020-00339-5","title":"Out-migration from and return migration to Puerto Rico after Hurricane Maria: evidence from the consumer credit panel","year":2020,"lang":"en","type":"article","venue":"Population and Environment","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Puerto rican; Quarter (Canadian coin); Geography; Hurricane katrina; Mass migration; Natural disaster; Immigration; History; Ethnology; Meteorology; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002285892,0.0001278803,0.0001257204,0.00002268837,0.0003162399,0.0001600845,0.00007360439,0.00008572876,0.0004710456],"category_scores_gemma":[0.0002731941,0.000107796,0.00002531421,0.00008568775,0.00008280521,0.0003783009,0.00004798992,0.00007811769,0.00007028314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119262,"about_ca_system_score_gemma":0.00001127907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02120765,"about_ca_topic_score_gemma":0.08105931,"domain_scores_codex":[0.9986639,0.0002027789,0.0002517962,0.000350314,0.0003868983,0.0001443214],"domain_scores_gemma":[0.999321,0.0002422702,0.0001197682,0.0001360875,0.00001795949,0.0001628436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001301558,0.00003008549,0.8310573,0.000005929528,0.00002257256,0.000001840611,0.1467339,0.0001230811,0.004436838,0.00008381644,0.003189986,0.01418446],"study_design_scores_gemma":[0.0001682719,0.00004063537,0.9677154,0.0000295465,0.00006261598,1.118174e-7,0.005885866,0.003559538,0.00006963265,0.0004310625,0.02187616,0.0001612071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9365107,0.000693841,0.002271,0.05977159,0.0001425908,0.0004781061,0.0000696846,0.00003454176,0.00002797628],"genre_scores_gemma":[0.9937752,0.002267436,0.0009184396,0.002173384,0.0004343315,0.00007066574,0.0002505691,0.00001066384,0.00009932313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1408481,"threshold_uncertainty_score":0.9853102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466482821046875,"score_gpt":0.2888179075195281,"score_spread":0.1421696254148406,"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."}}