{"id":"W1501530271","doi":"10.1002/psp.1852","title":"Emigration of Scottish Steelworkers to Canada: Impacts on Social Networks","year":2014,"lang":"en","type":"article","venue":"Population Space and Place","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Medical Research Council; Canadian Institutes of Health Research","keywords":"Immigration; Context (archaeology); Recreation; Emigration; Population; Social isolation; Demographic economics; Daughter; Sociology; Geography; Political science; Demography; Psychology; Law; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003788527,0.00007827875,0.0001467171,0.000045412,0.0004715679,0.00003720733,0.00004708709,0.0000652852,0.00001898392],"category_scores_gemma":[0.000276693,0.000076887,0.00002145017,0.0002263965,0.00003394014,0.0000795716,0.00001108086,0.00005782282,0.000001734438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009384211,"about_ca_system_score_gemma":0.00008585982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5577954,"about_ca_topic_score_gemma":0.9405162,"domain_scores_codex":[0.9990997,0.0001407512,0.0001468203,0.0001342832,0.0003055208,0.0001729515],"domain_scores_gemma":[0.9994337,0.0002200278,0.0001111779,0.00005841176,0.00008121194,0.00009546306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001279054,0.00002612176,0.814688,0.00001838813,0.00003814555,4.185144e-7,0.02119419,0.007847854,0.00001546238,0.04545344,0.09499631,0.01559373],"study_design_scores_gemma":[0.0003186482,0.00006254856,0.9462447,0.00004394742,0.00002199093,1.347166e-7,0.004826411,0.001708216,0.00001746378,0.0001588462,0.04639484,0.0002022154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844721,0.0001240277,0.001210563,0.006417435,0.0003455426,0.000238079,0.000009104202,0.00003272149,0.007150436],"genre_scores_gemma":[0.9979305,0.00004185348,0.00006246453,0.0004376374,0.0003174455,0.000003764171,0.0000132898,0.000005444252,0.001187631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3827208,"threshold_uncertainty_score":0.4451493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989380810517278,"score_gpt":0.2773669280745251,"score_spread":0.2574731199693523,"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."}}