{"id":"W7037193887","doi":"","title":"A Diaspora Strategy for Canada?
\\nEnriching Debate through Heightening Awareness of International Practice. Project Paper Series
\\nNo. 11-1","year":2011,"lang":"en","type":"book","venue":"Maynooth University ePrints and eTheses Archive (Maynooth University)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diaspora; Expatriate; Foreign policy; Public policy; Field (mathematics); International relations","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005559276,0.0006333847,0.000886332,0.0006558154,0.00071692,0.0001378734,0.001488412,0.000317413,0.000606641],"category_scores_gemma":[0.0001882964,0.0006702594,0.0002734009,0.0002918796,0.0007050479,0.001630637,0.001373558,0.0005960717,0.00001203295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005535127,"about_ca_system_score_gemma":0.004184148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4316902,"about_ca_topic_score_gemma":0.3466845,"domain_scores_codex":[0.996461,0.0003457973,0.0004097393,0.001222877,0.0007379049,0.0008227334],"domain_scores_gemma":[0.9968035,0.0008960135,0.000757816,0.0006107561,0.0006404073,0.0002915058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01718562,0.002040989,0.01541991,0.005614206,0.004744283,0.009869528,0.04312731,0.0009960165,0.009462487,0.8115308,0.06070758,0.01930127],"study_design_scores_gemma":[0.001613282,0.0002545406,0.002026952,0.0005506366,0.0003332027,0.00004496686,0.0118234,0.0001112617,0.0005438209,0.003202127,0.9785275,0.0009682829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1617437,0.0003398784,0.01024532,0.0007058133,0.00109179,0.002507524,0.006366635,0.0002312644,0.8167681],"genre_scores_gemma":[0.19913,0.01051405,0.01713743,0.0004036601,0.0007250653,0.000007811932,0.00120037,0.0003681606,0.7705134],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9178199,"threshold_uncertainty_score":0.9995748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03809256146358039,"score_gpt":0.2589051316836315,"score_spread":0.2208125702200511,"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."}}