{"id":"W4379982832","doi":"10.1007/978-3-031-29529-4_1","title":"Migration in the Face of Emerging Risks: An Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Forced migration; Politics; Population; Indigenous; Political science; Scholarship; Climate change; Geography; Sustainability; Human migration; Development economics; Political economy; Ecology; Sociology; Economics; Refugee","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005214628,0.001251955,0.0007719473,0.002099531,0.001322269,0.003225615,0.001247412,0.003581951,0.02277558],"category_scores_gemma":[0.000838269,0.0003823236,0.00067295,0.003418187,0.001714211,0.004018819,0.002156824,0.003390196,0.005776751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161621,"about_ca_system_score_gemma":0.001734992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005801209,"about_ca_topic_score_gemma":0.01442999,"domain_scores_codex":[0.999796,0.00006896673,0.00001538639,0.00003527,0.00005599902,0.00002847215],"domain_scores_gemma":[0.9997182,0.0001777368,0.00001568354,0.000009391083,0.00004858994,0.00003030242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002064549,0.0001124646,0.0003354079,0.001417581,0.0000184189,0.000446767,0.001788436,0.001912579,0.0003795914,0.3049555,0.4881538,0.2004588],"study_design_scores_gemma":[0.00000216895,0.00001605922,0.0003518163,0.0009089306,0.000003038294,0.0002073055,0.000459827,0.0001796847,0.00002561568,0.04649,0.9513443,0.00001115354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001272731,0.5771357,0.0106016,0.02475779,0.01957771,0.0001236695,0.0004500405,0.0001051747,0.3659756],"genre_scores_gemma":[0.01225925,0.6105727,0.01386845,0.01423919,0.01901917,0.0003119563,0.0005635471,0.0001537275,0.3290121],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02277558,"threshold_uncertainty_score":0.07619196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2293608714296111,"score_gpt":0.3697923608633127,"score_spread":0.1404314894337016,"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."}}