{"id":"W1789586752","doi":"10.25071/1920-7336.38163","title":"Introduction Environmentally Induced Displacement and Forced Migration","year":2014,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Livelihood; Sustenance; Forced migration; Displaced person; Political science; Grievance; Desertification; Political economy; Geography; Development economics; Sociology; Law; Agriculture; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602304,0.0001514847,0.0001588357,0.0001077923,0.0008367891,0.0001434889,0.0001129181,0.00008581855,0.0003506966],"category_scores_gemma":[0.0002314425,0.0001420621,0.00003632623,0.0001437698,0.00006099624,0.0003292621,0.00001592374,0.0002283927,0.000009333486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563972,"about_ca_system_score_gemma":0.00029358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007058264,"about_ca_topic_score_gemma":0.3804702,"domain_scores_codex":[0.9980347,0.0003028024,0.0003302151,0.0002466666,0.0007764825,0.0003091615],"domain_scores_gemma":[0.9991606,0.00006653769,0.0002871351,0.0001483741,0.00007312235,0.0002642478],"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":[0.0004747455,0.0002752332,0.005537366,0.000072017,0.0001752656,0.00003638997,0.003181646,0.0007810638,0.0725302,0.873087,0.01424713,0.02960188],"study_design_scores_gemma":[0.0003940761,0.0001477741,0.005138185,0.00002268173,0.00002105761,0.00001257661,0.0001623151,0.0004126382,0.0008217505,0.0002490266,0.9924456,0.00017233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911283,0.00005849604,0.0003081496,0.007307476,0.0007873161,0.0002181524,0.000006772741,0.00001956928,0.0001657741],"genre_scores_gemma":[0.9956028,0.0003216252,0.000120102,0.001093489,0.001613703,0.00001089362,0.00003741163,0.00001797008,0.001182034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9781985,"threshold_uncertainty_score":0.9995538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140065975164902,"score_gpt":0.2681265031716534,"score_spread":0.2367258434200044,"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."}}