{"id":"W4318953399","doi":"10.32920/22001714.v1","title":"Exploring the Practices of Refugee Settlement Practitioners in Toronto: An Institutional Ethnography","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Toronto Metropolitan University","funders":"","keywords":"Refugee; Ethnography; Settlement (finance); Corporate governance; Sociology; Work (physics); Political science; Public relations; Gender studies; Management; Engineering; Business; Anthropology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004071462,0.0005167041,0.0004913524,0.001504198,0.01267606,0.004474096,0.001187793,0.001074371,0.003403182],"category_scores_gemma":[0.006196827,0.0005562853,0.000242611,0.003257114,0.0122175,0.002071761,0.005604982,0.00157095,0.0002228411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03217013,"about_ca_system_score_gemma":0.02340062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5868415,"about_ca_topic_score_gemma":0.8003234,"domain_scores_codex":[0.996721,0.001856654,0.0001330236,0.0002572655,0.0002803149,0.0007517156],"domain_scores_gemma":[0.9948995,0.003084342,0.0004430647,0.0002375607,0.0004347365,0.0009008173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000012756,0.000006402556,0.002506613,0.00006993835,0.000002110272,0.0007249773,0.9932191,0.00006588547,0.0003888123,0.001068381,0.0002575575,0.001677485],"study_design_scores_gemma":[0.000002531906,0.00001668518,0.003449241,0.0001015813,0.000004084799,0.00007335126,0.988368,0.00004725203,0.0001123813,0.0001086962,0.007709803,0.000006419785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878293,0.0009309832,0.001287379,0.001403086,0.0000223221,0.0001661054,0.0001687376,0.00001469573,0.008177385],"genre_scores_gemma":[0.9948128,0.0009236329,0.0006918674,0.0001434675,0.000005464461,0.00009583548,0.00006662704,0.00001159832,0.003248685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4131585,"threshold_uncertainty_score":0.8311833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7338393718399329,"score_gpt":0.6289210820739273,"score_spread":0.1049182897660056,"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."}}