{"id":"W119177479","doi":"","title":"Welcoming Communities? An Assessment of Community Services in Attracting and Retaining Immigrants in the South Okanagan Valley (British Columbia, Canada), with Policy Recommendations","year":2012,"lang":"en","type":"article","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Immigration; Metropolitan area; Tourism; Economic growth; Immigration policy; Business; Service (business); Political science; Focus group; Geography; Economics; Marketing","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":[0.00353094,0.0002740384,0.0002530191,0.001149477,0.008004311,0.003615756,0.001384703,0.0007725871,0.001800694],"category_scores_gemma":[0.006733202,0.0002793433,0.0003363714,0.002410706,0.001911186,0.0009846723,0.003090416,0.0009560042,0.0001122092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02586391,"about_ca_system_score_gemma":0.1011084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9385501,"about_ca_topic_score_gemma":0.9834103,"domain_scores_codex":[0.997075,0.0008126126,0.0001421959,0.00009574026,0.0007520759,0.00112245],"domain_scores_gemma":[0.9958432,0.0005446187,0.0003196886,0.00004682385,0.001521492,0.001724165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003562224,0.001047496,0.5499382,0.001514028,0.00008530159,0.0009340089,0.2398362,0.0003442116,0.0008548971,0.002085523,0.007426321,0.1955776],"study_design_scores_gemma":[0.00002916861,0.000326503,0.3983441,0.0005613152,0.00004857887,0.0001018569,0.5918952,0.0002436458,0.0001254692,0.00009305646,0.008204908,0.000026274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887954,0.0009081404,0.00004293638,0.001688683,0.0000183878,0.000309777,0.0001288896,0.000004814834,0.008102937],"genre_scores_gemma":[0.995544,0.001690869,0.0004305606,0.0003627576,0.000005127678,0.0001637784,0.0001163677,0.000003125019,0.001683372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06144989,"threshold_uncertainty_score":0.1876566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03067896888040282,"score_gpt":0.2746573748531834,"score_spread":0.2439784059727806,"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."}}