{"id":"W2947541762","doi":"10.21814/diacritica.390","title":"RE-CONCEIVING REFUGEE SITUATIONS FROM A DEVELOPMENT PERSPECTIVE. PROVIDING DURABLE SOLUTIONS FOR REFUGEES THROUGH DEVELOPMENT","year":2019,"lang":"en","type":"article","venue":"Diacrítica","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Global Affairs Canada","funders":"","keywords":"Refugee; Forced migration; Perspective (graphical); Livelihood; Political science; Sociology; Economic growth; Computer science; Law; Economics; Geography; Agriculture","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008132905,0.0001923817,0.0002405997,0.00008690514,0.002011718,0.000217786,0.0002548193,0.0001497842,0.0003854384],"category_scores_gemma":[0.000905458,0.0001857824,0.00009216583,0.0002995637,0.00009861082,0.0007722175,0.00005028527,0.0001363774,0.0003533192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000977908,"about_ca_system_score_gemma":0.001355608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185933,"about_ca_topic_score_gemma":0.02830249,"domain_scores_codex":[0.9978584,0.0001323543,0.0004544385,0.0004927075,0.0004623991,0.0005997033],"domain_scores_gemma":[0.9986078,0.0003909105,0.0001746248,0.0002448401,0.0004736107,0.0001082811],"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":[0.00004093571,0.0002526807,0.003188846,0.000037825,0.000179136,6.07429e-7,0.4748021,0.00007469194,0.005929981,0.4975901,0.01210904,0.005794028],"study_design_scores_gemma":[0.0004543867,0.00004368459,0.005297991,0.0001384541,0.00003540167,1.450088e-7,0.04966424,0.000271101,0.003723579,0.01939265,0.9205421,0.0004362599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8632532,0.001047694,0.06026741,0.005912407,0.001385831,0.003313468,0.00006239481,0.0004792976,0.06427824],"genre_scores_gemma":[0.9429905,0.00004340212,0.04797238,0.0002687781,0.000314774,0.0004200078,0.000176453,0.00002800714,0.007785678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9084331,"threshold_uncertainty_score":0.9992875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03960860490019513,"score_gpt":0.3271143685849174,"score_spread":0.2875057636847223,"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."}}