{"id":"W4251432403","doi":"10.32920/ryerson.14652324.v1","title":"A culture of reaction : Canadian refugee policy in an era of environmental migration","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Refugee; Displaced person; Displacement (psychology); Political science; Development economics; Environmental policy; State (computer science); Economic growth; Geography; Environmental planning; Economics; Law; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003405106,0.0001153123,0.0001995379,0.000258647,0.00008169025,0.00003960144,0.0001357488,0.000360834,0.0002852016],"category_scores_gemma":[0.0001094688,0.0001285559,0.00006397764,0.0002609612,0.00009455103,0.0002942718,0.00003276844,0.0002440915,0.000001908492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001365222,"about_ca_system_score_gemma":0.001172224,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9260389,"about_ca_topic_score_gemma":0.9978256,"domain_scores_codex":[0.9986769,0.0002212438,0.0003492012,0.0002595616,0.0003226467,0.0001704778],"domain_scores_gemma":[0.999316,0.00001852103,0.0002681097,0.0002117407,0.00007255837,0.0001130406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003317965,0.0004156462,0.054235,0.0001677894,0.00004197533,0.000005255603,0.7868038,0.0004310239,0.1257972,0.006622156,0.0004134568,0.0250335],"study_design_scores_gemma":[0.0004442197,0.0001215363,0.5927046,0.0003813701,0.00006099279,0.000001416344,0.3869579,0.0009603221,0.007155079,0.002063517,0.008553996,0.0005950996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934201,0.0001065537,0.00001810126,0.001103368,0.0001416188,0.0003667682,0.0001270958,0.0000138541,0.004702576],"genre_scores_gemma":[0.996537,0.001015747,0.0005853293,0.00006619922,0.0001728696,0.00002195279,0.001109576,0.000009634485,0.000481646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5384696,"threshold_uncertainty_score":0.5242357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06070816739274483,"score_gpt":0.3249932605266213,"score_spread":0.2642850931338764,"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."}}