{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007703568,0.0004429969,0.0004537712,0.002120959,0.02985019,0.01327143,0.002309857,0.004283623,0.003789813],"category_scores_gemma":[0.0124285,0.0003071999,0.0004844693,0.0043146,0.02162649,0.003999216,0.005455418,0.005516589,0.0002539319],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2465431,"about_ca_system_score_gemma":0.3871604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9957111,"about_ca_topic_score_gemma":0.9963726,"domain_scores_codex":[0.9939483,0.001607384,0.0001384495,0.0004092567,0.001918632,0.001977976],"domain_scores_gemma":[0.9921739,0.001486684,0.0004280008,0.0001875009,0.00299897,0.002724818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001369207,0.0001067211,0.0185395,0.000721442,0.0000726398,0.001500307,0.3095942,0.00181458,0.00113098,0.440363,0.1464459,0.07957383],"study_design_scores_gemma":[0.00003749301,0.00005539137,0.02273972,0.0009504277,0.00004634138,0.0002104408,0.3266671,0.0005998928,0.0003159471,0.01426291,0.6339096,0.0002046734],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2164601,0.02237679,0.001318729,0.5828924,0.001986538,0.0001326297,0.0003971799,0.00007022834,0.1743654],"genre_scores_gemma":[0.9127075,0.0141884,0.001639398,0.0509186,0.0001391403,0.00005698551,0.0001410457,0.00005550223,0.02015343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2465431,"threshold_uncertainty_score":0.8739033,"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."}}