{"id":"W632470626","doi":"","title":"Immigration and settlement : challenges, experiences, and opportunities","year":2012,"lang":"en","type":"book","venue":"Canadian Scholars Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Immigration; Citizenship; Political science; Immigration policy; State (computer science); Public administration; Sociology; Economic growth; Gender studies; Law; Business; Politics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0005995188,0.0002007768,0.0002394834,0.0006014121,0.001508332,0.000927853,0.0002209387,0.0004449375,0.0002591083],"category_scores_gemma":[0.0000290546,0.0002866432,0.00004366434,0.000007844314,0.001148929,0.0003648568,0.00004389739,0.0004034321,0.000008060813],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164812,"about_ca_system_score_gemma":0.006044215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8670493,"about_ca_topic_score_gemma":0.9977052,"domain_scores_codex":[0.9984621,0.000141421,0.0002081535,0.0003359027,0.0003297705,0.0005226325],"domain_scores_gemma":[0.9979265,0.00003245653,0.0001165162,0.0002342316,0.00008448306,0.001605853],"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":[0.000003252047,0.000003236099,0.000004411559,0.00009845848,0.00005080187,0.00006825395,0.1688378,1.42539e-8,6.956381e-7,0.4576777,0.1603249,0.2129304],"study_design_scores_gemma":[0.00007751055,0.00001248401,0.0000423327,0.00008191858,0.00004667822,0.00000510532,0.007030732,1.963097e-7,4.648869e-7,0.0005128062,0.9918765,0.0003132497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002355188,0.06158834,3.421746e-7,0.000535609,0.0005363082,0.0003578358,0.0003548657,0.00003040146,0.9363608],"genre_scores_gemma":[0.001073467,0.01853782,0.00001416708,0.0005287343,0.0005403279,0.00009697506,0.00006707862,0.00003283418,0.9791086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8315516,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08079712038828024,"score_gpt":0.2518084492875682,"score_spread":0.171011328899288,"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."}}