{"id":"W3122297288","doi":"10.3389/fsoc.2020.578076","title":"Feel Good? The Dialectical Integration of International Immigrants in Rural Communities: The Case of the Canadian Prairie Provinces","year":2021,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"Agence Nationale de la Recherche","keywords":"Immigration; Socialization; Economic growth; Political science; Public relations; Sociology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.001134803,0.00005714445,0.0001404663,0.00004985091,0.0004078184,0.00001648911,0.000406718,0.0001331298,0.00006820175],"category_scores_gemma":[0.0005110092,0.00003413874,0.00005871775,0.0001684346,0.002271075,0.00008956796,0.00004286803,0.000294939,7.026204e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829787,"about_ca_system_score_gemma":0.0009576614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7686291,"about_ca_topic_score_gemma":0.9971434,"domain_scores_codex":[0.9982253,0.001202423,0.0002537456,0.00006262121,0.00008194747,0.0001740179],"domain_scores_gemma":[0.9992046,0.0003889691,0.0001166706,0.0001596798,0.0001060534,0.00002406175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009018712,0.0000295862,0.5366622,0.000003486874,0.00002496397,0.000004622303,0.4284714,0.00002425525,0.000006544386,0.02924213,0.003710673,0.001811181],"study_design_scores_gemma":[0.0001951467,0.00001587688,0.1263651,0.00001918299,0.000009240652,0.000006849074,0.8507155,0.0005529554,0.00004018359,0.01654064,0.005480496,0.00005880625],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747991,0.0003576266,0.0001052349,0.01651746,0.00141351,0.0002360104,0.00001982957,0.000002978306,0.006548275],"genre_scores_gemma":[0.9990035,0.0001125528,0.00009312184,0.0003332986,0.0000933365,0.00002715877,0.000009035839,0.000002850603,0.000325106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4222441,"threshold_uncertainty_score":0.8367872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276107325845606,"score_gpt":0.2957988083778864,"score_spread":0.2730377351194304,"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."}}