{"id":"W2910367724","doi":"10.1007/s12134-019-00652-5","title":"Pathways for Refugees’ Descent into Homelessness in Edmonton, Alberta: the Urgent Need for Policy and Procedural Change","year":2019,"lang":"en","type":"article","venue":"Journal of International Migration and Integration / Revue de l integration et de la migration internationale","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Refugee; Abandonment (legal); Immigration; Internally displaced person; Settlement (finance); Political science; Economic growth; Geography; Criminology; Sociology; Business; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002518968,0.000288387,0.0004829061,0.000689392,0.0002839566,0.0002399045,0.0003200929,0.0002861703,0.00007841985],"category_scores_gemma":[0.003669671,0.0002209353,0.0001803216,0.0002799684,0.00009656822,0.001199759,0.00004640181,0.0005767035,0.000004525862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047918,"about_ca_system_score_gemma":0.0007198256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004941569,"about_ca_topic_score_gemma":0.1033779,"domain_scores_codex":[0.9971147,0.0005673051,0.00133222,0.0003106668,0.000376903,0.0002981947],"domain_scores_gemma":[0.9943183,0.002299318,0.001122257,0.0001477703,0.001957956,0.000154368],"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":[0.00120885,0.0003604574,0.09012027,0.0002588832,0.0001542761,0.000002199647,0.124188,0.0002681966,0.01862068,0.7504502,0.001805485,0.01256254],"study_design_scores_gemma":[0.01084669,0.001846132,0.2917134,0.003713644,0.0001506916,0.00009893471,0.1225626,0.1740692,0.006337547,0.07913803,0.3083278,0.001195338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124178,0.0003421001,0.03868293,0.0442044,0.00101097,0.002102056,0.00007075588,0.00002668181,0.001142329],"genre_scores_gemma":[0.988463,0.001361221,0.002789338,0.00304549,0.001345628,0.001009261,0.0002727131,0.00004022355,0.001673133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6713122,"threshold_uncertainty_score":0.9129831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03858104090567995,"score_gpt":0.3911854763477356,"score_spread":0.3526044354420557,"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."}}