{"id":"W4238666541","doi":"10.32920/ryerson.14663328.v1","title":"Environmental migrants and Canada's refugee policy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Globe; Political science; Climate change; Development economics; Refugee crisis; Economic growth; Geography; Political economy; Sociology; Law; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001443436,0.0002615671,0.0002637393,0.001822304,0.01437526,0.008125796,0.001305229,0.002614221,0.008517578],"category_scores_gemma":[0.003302097,0.0001657831,0.0004265966,0.003789684,0.004526115,0.001444518,0.002181205,0.002630404,0.000306293],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1261505,"about_ca_system_score_gemma":0.3225567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996199,"about_ca_topic_score_gemma":0.9979056,"domain_scores_codex":[0.9983127,0.0001797252,0.00002772269,0.00007012118,0.0003936995,0.001016058],"domain_scores_gemma":[0.9976561,0.0002841136,0.0001056832,0.00003182984,0.001000879,0.00092126],"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":[0.00007863295,0.00004186421,0.009080603,0.0007401067,0.00004551061,0.0007273456,0.0122965,0.001298013,0.0003258926,0.612372,0.2945153,0.0684782],"study_design_scores_gemma":[0.00002973374,0.00001961696,0.01743198,0.001326362,0.00004449766,0.0001265347,0.02730235,0.0004827064,0.0002138025,0.0136213,0.939328,0.00007319058],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1059774,0.07489176,0.0006789683,0.4444919,0.001911174,0.00009958865,0.001986164,0.0001058125,0.3698572],"genre_scores_gemma":[0.7223265,0.0608577,0.00140942,0.06548592,0.0003996046,0.00006122545,0.0007234521,0.00009485026,0.1486414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8738495,"threshold_uncertainty_score":0.9152904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05840686019208726,"score_gpt":0.3034166396508537,"score_spread":0.2450097794587665,"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."}}