{"id":"W2900440507","doi":"10.20381/ruor-22488","title":"The Making of a Model Refugee: Refugee Resettlement and Employment Services in Ottawa, ON","year":2018,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Political science; Gender studies; Sociology; Law","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":[0.001677354,0.000431322,0.0004954788,0.0008926287,0.04150436,0.007661606,0.002537802,0.002088353,0.007037799],"category_scores_gemma":[0.002544321,0.000654265,0.0004094708,0.001896271,0.01493718,0.002783804,0.007937194,0.003734756,0.0005796452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1099057,"about_ca_system_score_gemma":0.1676751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857985,"about_ca_topic_score_gemma":0.9976713,"domain_scores_codex":[0.9973979,0.0006002316,0.00009305905,0.0002182713,0.0004104255,0.001280111],"domain_scores_gemma":[0.9977933,0.0002790556,0.0001176428,0.00006050513,0.0003716512,0.001377764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001581499,0.0001235886,0.03002203,0.0006005669,0.00002765427,0.00863835,0.883815,0.0003103573,0.001163922,0.01913403,0.03188579,0.02412046],"study_design_scores_gemma":[0.000005029527,0.00003144603,0.01009861,0.0002106763,0.000008451453,0.0002876005,0.9418021,0.00004657556,0.00007951889,0.0002215453,0.04717059,0.00003786769],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9104322,0.005402052,0.0003215828,0.03470607,0.0006829953,0.0004115044,0.0006401723,0.00004115215,0.04736239],"genre_scores_gemma":[0.9640204,0.003728654,0.0005749161,0.003942001,0.00002321523,0.00009007278,0.0001643644,0.00003210021,0.02742421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1099057,"threshold_uncertainty_score":0.7974254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05109960468518962,"score_gpt":0.377344686890204,"score_spread":0.3262450822050144,"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."}}