{"id":"W2746903696","doi":"10.1177/233150241700500306","title":"Matching Systems for Refugees","year":2017,"lang":"en","type":"article","venue":"Journal on Migration and Human Security","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Matching (statistics); Context (archaeology); Work (physics); Political science; European union; Regional science; Sociology; Law; Geography; Mathematics; Engineering; Economics; International trade; Statistics","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":[0.002327048,0.0004396654,0.0006486285,0.001099996,0.001559828,0.0033544,0.001135269,0.002384762,0.06814187],"category_scores_gemma":[0.01116175,0.0003091519,0.0009783449,0.001200502,0.001041144,0.004236768,0.002636115,0.002331905,0.007428492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002248475,"about_ca_system_score_gemma":0.001648051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003373648,"about_ca_topic_score_gemma":0.00248705,"domain_scores_codex":[0.999073,0.0003951869,0.00009379238,0.0001551382,0.0001479397,0.0001348411],"domain_scores_gemma":[0.9976451,0.001103765,0.0002276561,0.0003145502,0.0004757433,0.0002332077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004038926,0.00002718126,0.0006351984,0.0001651353,0.00001469205,0.00006697416,0.0001954622,0.006443755,0.0001392144,0.8876868,0.04915418,0.05543093],"study_design_scores_gemma":[0.00005817279,0.00006464837,0.000759713,0.0002937178,0.00001818314,0.0001373255,0.0003730103,0.02135912,0.0002304316,0.759394,0.217284,0.00002763335],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05239109,0.02660602,0.2790004,0.09024117,0.007543487,0.0007340235,0.003170676,0.001030523,0.5392826],"genre_scores_gemma":[0.6676946,0.01930619,0.05957076,0.005894272,0.002949697,0.0007808846,0.002827407,0.0003447947,0.2406314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06814187,"threshold_uncertainty_score":0.2279573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469500361408618,"score_gpt":0.2945206262690592,"score_spread":0.2475705901281974,"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."}}