{"id":"W4415586344","doi":"10.21083/crrf.v30i1.7453","title":"Refugee Settlement in New Brunswick","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Refugee; Settlement (finance); Residence; Metropolitan area; Government (linguistics); Work (physics); Displaced person","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007693693,0.0001693499,0.0002651303,0.001553675,0.001425765,0.001078988,0.0006294638,0.0002232261,0.0009376121],"category_scores_gemma":[0.0008691023,0.0002056187,0.0001406825,0.003306464,0.0005140552,0.0008799065,0.00006001222,0.000204155,0.00005877599],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00974821,"about_ca_system_score_gemma":0.02387396,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9800947,"about_ca_topic_score_gemma":0.9995598,"domain_scores_codex":[0.9980536,0.00004005224,0.0006910495,0.0002818772,0.0004785215,0.0004548876],"domain_scores_gemma":[0.99857,0.00002241219,0.000453423,0.0001401465,0.0004816492,0.0003323298],"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":[0.000009399841,0.00001897955,0.03656567,0.0002638421,0.00002817426,1.592271e-7,0.004162854,0.00001874686,0.00006595422,0.88128,0.06647781,0.01110841],"study_design_scores_gemma":[0.0003436194,0.00001613513,0.05224838,0.0009558065,0.00008030892,4.719241e-7,0.001594165,0.00008861109,0.00004665815,0.009857059,0.9345589,0.0002099325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2339561,0.004774067,0.00007480369,0.177912,0.008435452,0.005673778,0.00009394608,0.00008328202,0.5689967],"genre_scores_gemma":[0.8910637,0.001052909,0.00004230215,0.001230673,0.0002022463,0.000008474439,0.00003415122,0.00001904301,0.1063465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8714229,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01051939969857772,"score_gpt":0.2528712533256626,"score_spread":0.2423518536270848,"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."}}