{"id":"W4403567039","doi":"10.1353/ces.2024.a939614","title":"Conceptualizing Migrant Integration in Canadian Small Centres","year":2024,"lang":"en","type":"article","venue":"Canadian ethnic studies","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic geography; Geography; Political science; Sociology; Ethnology","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":[0.002003752,0.0007458651,0.0004101236,0.003500783,0.02228654,0.008226907,0.002541692,0.001653543,0.004818024],"category_scores_gemma":[0.003035035,0.0002795471,0.0005342081,0.004853512,0.0249842,0.002934748,0.008751272,0.001960352,0.0002342618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06802948,"about_ca_system_score_gemma":0.04583322,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9439878,"about_ca_topic_score_gemma":0.9349379,"domain_scores_codex":[0.9979259,0.0005564098,0.00005413358,0.0002035526,0.0004480756,0.0008118895],"domain_scores_gemma":[0.9985947,0.0002611699,0.0001734233,0.00006036576,0.0004588694,0.0004514437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005935776,0.00006037668,0.03675186,0.0001207834,0.00002348436,0.002413061,0.4938421,0.001530928,0.0007146436,0.4427452,0.002749434,0.0189888],"study_design_scores_gemma":[0.00002970221,0.00006870679,0.05841473,0.0007580859,0.00008838464,0.0008807387,0.7500079,0.003231566,0.0003348954,0.0494576,0.1366086,0.0001191184],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7065034,0.003179105,0.007428676,0.007660191,0.0001526409,0.0002627857,0.0001463247,0.00005775745,0.2746092],"genre_scores_gemma":[0.9942076,0.0005545091,0.001038757,0.0001840391,0.000008782485,0.00003686248,0.00003029814,0.000006855099,0.003932335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06802948,"threshold_uncertainty_score":0.4935907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1501482422504624,"score_gpt":0.3710836213739749,"score_spread":0.2209353791235125,"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."}}