{"id":"W3119941810","doi":"10.1016/j.oneear.2020.12.009","title":"Perceived environmental risks and insecurity reduce future migration intentions in hazardous migration source areas","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Economic and Social Research Council; International Development Research Centre","keywords":"Human migration; Environmental change; Risk perception; Perception; Affect (linguistics); Population; Environmental degradation; Geography; Climate change; Environmental health; Psychology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00122087,0.0003389991,0.0003198622,0.0004314986,0.00137499,0.001727319,0.0007553415,0.001173188,0.007254438],"category_scores_gemma":[0.006372782,0.0006447589,0.0008657376,0.0004745013,0.0008815734,0.0008573572,0.001371064,0.001834672,0.0005227298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206873,"about_ca_system_score_gemma":0.0009890797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02319832,"about_ca_topic_score_gemma":0.0411928,"domain_scores_codex":[0.9993169,0.0003041433,0.00002903799,0.00008333057,0.00006598268,0.0002005217],"domain_scores_gemma":[0.9945633,0.001513067,0.001451218,0.000442079,0.0003020051,0.001728419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004225491,0.001841168,0.9901685,0.00001767065,0.0001446277,0.0001116958,0.002075993,0.0001982174,0.000250712,0.0002039641,0.0003462972,0.004218634],"study_design_scores_gemma":[0.00002824574,0.0002802851,0.9920074,0.00002810762,0.00007680368,0.00004691303,0.00590321,0.0008006191,0.00008410076,0.0003865658,0.0003491514,0.000008652625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993365,0.00002899666,0.00003984411,0.0001397906,0.000008388968,0.000002809658,0.00001278364,0.000001379126,0.0004294732],"genre_scores_gemma":[0.9990226,0.00004152568,0.00006214855,0.00006471955,0.000007769757,0.000006259344,0.00003608898,0.000001636046,0.0007573142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02319832,"threshold_uncertainty_score":0.04612654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08270279101351716,"score_gpt":0.2949916169279564,"score_spread":0.2122888259144392,"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."}}