{"id":"W2966728189","doi":"10.22215/etd/2018-12871","title":"Examination and Design Considerations of the Refugee Applicant Experience From Within Canada","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Refugee; Context (archaeology); Subject matter; Government (linguistics); Political science; Space (punctuation); Subject (documents); Public relations; Engineering ethics; Engineering; Law; Computer science; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117941,0.0004418218,0.0006390897,0.001898707,0.02551549,0.008757429,0.001739776,0.0009059073,0.006727034],"category_scores_gemma":[0.0202525,0.0004318023,0.0004914873,0.003937883,0.007834303,0.001361615,0.004479779,0.001911975,0.0005107034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05514627,"about_ca_system_score_gemma":0.1406379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8949503,"about_ca_topic_score_gemma":0.9640421,"domain_scores_codex":[0.9897375,0.004140909,0.0003994704,0.0005040658,0.00256425,0.00265376],"domain_scores_gemma":[0.9863826,0.003808434,0.0007710435,0.0004229749,0.005738648,0.002876324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001168246,0.0000812727,0.02234166,0.0004136061,0.00001005454,0.001322222,0.9338531,0.0001254899,0.001197271,0.003985204,0.003955333,0.03259797],"study_design_scores_gemma":[0.000005102744,0.00007388796,0.01638243,0.000289635,0.000008111495,0.0001391145,0.9544231,0.00005590008,0.0001736562,0.0001652226,0.02825946,0.00002445751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488685,0.001338749,0.001228643,0.005916217,0.0002015559,0.0005124161,0.0002385823,0.00003111794,0.04166421],"genre_scores_gemma":[0.9807259,0.002024225,0.001825714,0.001181313,0.00002012437,0.0002968381,0.00009573652,0.00003572094,0.01379437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1050497,"threshold_uncertainty_score":0.400116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239349397930158,"score_gpt":0.2876937726399147,"score_spread":0.2653002786606131,"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."}}