{"id":"W4366816966","doi":"10.4337/9781035308415.00021","title":"The Canadian Mosaic lives on: supporting immigrants in transitioning to the local labour market","year":2023,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Framing (construction); Multiculturalism; Mosaic; Sociology; Gender studies; Context (archaeology); Media studies; Political science; Pedagogy; 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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006061968,0.000272846,0.0002881397,0.0003936567,0.002709795,0.003630639,0.001085485,0.0003822669,0.0002476822],"category_scores_gemma":[0.000967789,0.0002010138,0.0001546052,0.0001563254,0.0002548414,0.0002636914,0.00005615646,0.001079544,0.0002928769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006981484,"about_ca_system_score_gemma":0.003060928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6869249,"about_ca_topic_score_gemma":0.9840531,"domain_scores_codex":[0.9969687,0.0003196003,0.0005642275,0.0004182878,0.0008420221,0.0008871919],"domain_scores_gemma":[0.9977994,0.0008187983,0.0002510888,0.0004510538,0.0002114585,0.0004682161],"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":[0.000009140098,0.000002849097,0.0001555508,0.00002010482,0.00004571406,0.00002821004,0.1289464,0.00001721005,1.88156e-7,0.5484891,0.2871592,0.03512631],"study_design_scores_gemma":[0.00006672693,0.0000143559,0.0007606249,0.0003340059,0.000008361242,0.00000210389,0.02111488,0.00000501766,6.141007e-7,0.006097049,0.9713517,0.0002444967],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004788005,0.00007011779,0.000006499604,0.04402468,0.002437817,0.0007048434,0.000143455,0.0001081303,0.9520257],"genre_scores_gemma":[0.1794168,0.00002108575,0.00001230368,0.003615098,0.002498694,0.00008595004,0.00002695401,0.00007587676,0.8142473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6841925,"threshold_uncertainty_score":0.9985886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319661111710202,"score_gpt":0.2956688926151974,"score_spread":0.2637027814441771,"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."}}