{"id":"W4255124916","doi":"10.32920/ryerson.14657940","title":"Welcome to Winkler! : rural immigration initiatives in Canada's western provinces","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Settlement (finance); Politics; Economic growth; Political science; Ethnic group; Order (exchange); Rural area; Business; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001065367,0.0001900649,0.000179822,0.0008044828,0.01047632,0.002111458,0.0009078555,0.0003900336,0.002412156],"category_scores_gemma":[0.001911233,0.0002029322,0.0001177803,0.002037682,0.001619675,0.000395303,0.002097817,0.0007015995,0.0001504325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03497366,"about_ca_system_score_gemma":0.09751316,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787287,"about_ca_topic_score_gemma":0.9946129,"domain_scores_codex":[0.9990855,0.0001374095,0.00001257635,0.00004400188,0.0001239165,0.0005965328],"domain_scores_gemma":[0.9977975,0.0002231277,0.0001648356,0.0000484394,0.0003586732,0.001407447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006507532,0.001053271,0.3958597,0.0006819295,0.00002998662,0.002172276,0.2590042,0.0006999876,0.004098881,0.007126927,0.0300341,0.298588],"study_design_scores_gemma":[0.00004386748,0.0003043488,0.5514361,0.0002276222,0.00002713853,0.0001657083,0.3373757,0.0003477838,0.0008358075,0.0002533276,0.1089353,0.00004737283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768533,0.0005313153,0.0001317228,0.001864841,0.00002635649,0.0001839951,0.0002575281,0.00003072878,0.02012024],"genre_scores_gemma":[0.9859062,0.0007089573,0.0006965808,0.0004098288,0.000006384368,0.0000895084,0.0002134007,0.00001046814,0.01195862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03497366,"threshold_uncertainty_score":0.2537528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267494111610779,"score_gpt":0.2187120906277607,"score_spread":0.2060371495116529,"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."}}