{"id":"W3026885443","doi":"","title":"Book Review: Swiss Immigration to Canada","year":2015,"lang":"en","type":"article","venue":"ScholarsArchive  (Brigham Young University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Geography; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577681,0.0001122234,0.0001458663,0.0001535504,0.0004473777,0.00007375338,0.0003931007,0.00004494245,0.0002143071],"category_scores_gemma":[0.0002565919,0.000126015,0.00004744791,0.0007490558,0.00007320955,0.0004469412,0.00006312526,0.0002030267,0.00006794024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006860147,"about_ca_system_score_gemma":0.002387151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4563133,"about_ca_topic_score_gemma":0.9682269,"domain_scores_codex":[0.9984601,0.0003511826,0.0001269015,0.0002512085,0.0005190801,0.0002915107],"domain_scores_gemma":[0.9988195,0.0000388099,0.00007102109,0.0002079246,0.0003225946,0.0005401353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002711195,0.00002546089,0.001859852,0.00001936409,0.00002091315,0.00005618237,0.007401348,0.00005566562,0.00008086723,0.03127223,0.9585042,0.0006767812],"study_design_scores_gemma":[0.0001707237,0.00002208202,0.0008332545,0.00007616114,0.00002074623,0.000001186422,0.003365775,0.00003673665,0.00001471393,0.00009224728,0.9951979,0.0001684529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05374224,0.02693336,0.009818051,0.1209178,0.003492481,0.003453094,0.0003945013,0.0006618684,0.7805866],"genre_scores_gemma":[0.1146858,0.01806593,0.001981582,0.07490905,0.0005880837,0.000005750118,0.0002561865,0.0000546567,0.789453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5119137,"threshold_uncertainty_score":0.5473072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110781541452585,"score_gpt":0.2431802357979252,"score_spread":0.2320724203833993,"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."}}