{"id":"W2418349569","doi":"10.1080/21550085.2016.1173284","title":"Forced Environmental Migration: Ethical Considerations for Emerging Migration Policy","year":2016,"lang":"en","type":"article","venue":"Ethics Policy & Environment","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Framing (construction); Forced migration; Citizenship; Normative; Political science; Context (archaeology); Climate change; Environmental ethics; Environmental planning; Sociology; Law and economics; Refugee; Law; Geography; Engineering; Ecology; Politics; Civil engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001920046,0.0002732542,0.0002272582,0.0002907697,0.001815045,0.0001318864,0.0001803732,0.0007373678,0.0008397264],"category_scores_gemma":[0.003390213,0.0002501158,0.0001777775,0.0001712266,0.0007736165,0.000420292,0.0000633452,0.0004633231,0.0002144843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001797902,"about_ca_system_score_gemma":0.0007478296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005217902,"about_ca_topic_score_gemma":0.01996745,"domain_scores_codex":[0.9967205,0.0005913533,0.0005742001,0.0005423653,0.0009451798,0.0006264092],"domain_scores_gemma":[0.9966844,0.002336683,0.0002763039,0.0003852905,0.00004822758,0.0002691032],"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":[0.00004727298,0.0001866656,0.001320358,0.0000272123,0.0000645039,0.000001864773,0.1346276,0.000367532,0.09922021,0.7511812,0.006714992,0.006240643],"study_design_scores_gemma":[0.001949767,0.0002928335,0.006295164,0.00009530003,0.0001018958,0.000007164771,0.0127453,0.0009554802,0.009892377,0.1510186,0.8156556,0.00099052],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1164219,0.0001098026,0.04449462,0.8344358,0.0003046283,0.001782684,0.0003732231,0.0001887206,0.001888623],"genre_scores_gemma":[0.9779165,0.003011098,0.004603825,0.007208753,0.002236878,0.0004495162,0.0001362509,0.00005413927,0.004383057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8614945,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724448629681288,"score_gpt":0.3891610392769161,"score_spread":0.2167161763087873,"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."}}