{"id":"W1557221912","doi":"10.25071/1920-7336.21214","title":"Refugee Determination Complexity","year":2001,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Government (linguistics); Consistency (knowledge bases); Order (exchange); Compliance (psychology); Political science; Control (management); Simplicity; Simple (philosophy); Law and economics; Law; Public administration; Sociology; Computer science; Business; Economics; Psychology; Social psychology; Management; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0066857,0.0004107078,0.0006408844,0.001559168,0.008481766,0.01168125,0.001426946,0.002207888,0.01660635],"category_scores_gemma":[0.01987299,0.0004206279,0.0008190969,0.001592857,0.0177919,0.00971787,0.01165602,0.00470098,0.001989332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01050183,"about_ca_system_score_gemma":0.01150916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01794495,"about_ca_topic_score_gemma":0.01845848,"domain_scores_codex":[0.987474,0.003980021,0.000783745,0.001546126,0.004296035,0.001920095],"domain_scores_gemma":[0.9907168,0.002825581,0.001030509,0.001320132,0.0025208,0.001586191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001682847,0.0000197987,0.003152441,0.0001440437,0.00002465868,0.000295256,0.00989482,0.0006838849,0.0002786315,0.932457,0.02046655,0.03256611],"study_design_scores_gemma":[0.00001316835,0.00003148355,0.007405883,0.0003724271,0.00001951105,0.0009780872,0.01751304,0.001049674,0.0002791716,0.5037625,0.4685131,0.00006190914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09262788,0.006633542,0.05848892,0.1213266,0.001779922,0.0003851888,0.0004085493,0.0002852406,0.7180642],"genre_scores_gemma":[0.9144095,0.003622764,0.01526304,0.008381223,0.0006514604,0.0001848613,0.0002881396,0.0001474474,0.05705162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01794495,"threshold_uncertainty_score":0.07619649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504939031198102,"score_gpt":0.313130783924812,"score_spread":0.278081393612831,"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."}}