{"id":"W7062132486","doi":"","title":"A Systems Perspective on Canadian
\\nImmigration","year":2014,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Nuclear reactor physics and engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Settlement (finance); Population; Immigration policy; Perspective (graphical); Intervention (counseling)","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":[0.0002463719,0.0003946753,0.0004513405,0.001658322,0.0005133915,0.0003101117,0.001410794,0.0005162189,0.00001039515],"category_scores_gemma":[0.00001307368,0.0005103798,0.0001231701,0.0009199313,0.0001572409,0.0003129156,0.000158524,0.001093703,0.0003927177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003825734,"about_ca_system_score_gemma":0.0004153734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.298962,"about_ca_topic_score_gemma":0.06672895,"domain_scores_codex":[0.9977785,0.000253703,0.0001184425,0.0006026927,0.0005244524,0.0007222266],"domain_scores_gemma":[0.9983246,0.00006237932,0.00006688323,0.0007228713,0.0002280813,0.0005952292],"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":[0.00003782289,0.00002473981,0.00001750551,0.00009033715,0.0002479057,0.0005346019,0.0001515025,0.002031106,0.0002526252,0.8816207,0.1149128,0.00007829017],"study_design_scores_gemma":[0.0004852915,0.0001252509,0.0000806873,0.0003804197,0.00004571459,0.000008994075,0.001708257,0.003963599,0.00002830521,0.000009933426,0.9926379,0.0005256869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007022608,0.0001221953,0.0001727104,0.00004530275,0.0006630953,0.0007492802,0.00009716621,0.0003849968,0.997063],"genre_scores_gemma":[0.1606293,0.0002438735,0.00003152318,0.000006000888,0.0003396608,7.198104e-7,0.00004728651,0.0003584539,0.8383431],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8816108,"threshold_uncertainty_score":0.9999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02116171662543027,"score_gpt":0.2293370145614623,"score_spread":0.208175297936032,"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."}}