{"id":"W4403567128","doi":"10.1353/ces.2024.a939620","title":"The Immigrant Experience in Brandon, Manitoba: Challenges of Settlement in Small Towns and Rural Regions in the Canadian Prairies","year":2024,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Immigration; Geography; Archaeology; Ethnology; History","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":[0.001303422,0.0004084494,0.0004005253,0.0008043671,0.03105607,0.003973085,0.001793615,0.0009374187,0.003792263],"category_scores_gemma":[0.001685041,0.0004385854,0.0002517958,0.001719482,0.008208909,0.001040743,0.004718278,0.001749164,0.0002251936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0278547,"about_ca_system_score_gemma":0.04845668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9761031,"about_ca_topic_score_gemma":0.9950954,"domain_scores_codex":[0.998935,0.000248998,0.00002241232,0.00009446691,0.0001928975,0.0005062227],"domain_scores_gemma":[0.9988097,0.0001758915,0.0001142215,0.0000334403,0.0002444829,0.0006224051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003706267,0.00004503265,0.03695728,0.00005750406,0.000007371393,0.001476555,0.9522992,0.00005502329,0.0006929275,0.001379297,0.001354842,0.005637963],"study_design_scores_gemma":[0.000002177731,0.00002424723,0.02260592,0.00004762728,0.000004955938,0.0001867331,0.9696028,0.00004348842,0.00005602763,0.00006564502,0.007344634,0.00001576674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993632,0.0002583309,0.00005861651,0.0009066904,0.00002092501,0.00002274761,0.00004014004,0.00000424434,0.005056293],"genre_scores_gemma":[0.9939432,0.000498518,0.0001625041,0.0003089353,0.000005381286,0.00002091257,0.00003273265,0.00000627161,0.005021623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03105607,"threshold_uncertainty_score":0.2021009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1481526915691067,"score_gpt":0.3482498242619375,"score_spread":0.2000971326928308,"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."}}