{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017579,0.0003248469,0.0001889774,0.0007619354,0.02673814,0.007326058,0.001240568,0.001181817,0.008454325],"category_scores_gemma":[0.001137362,0.0001946228,0.0001933267,0.001477055,0.007421351,0.002387431,0.00476913,0.002185597,0.000720175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03763694,"about_ca_system_score_gemma":0.116551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9453273,"about_ca_topic_score_gemma":0.984876,"domain_scores_codex":[0.9991826,0.0001275229,0.000006372057,0.00003389492,0.0001990641,0.0004505844],"domain_scores_gemma":[0.9994758,0.00005215438,0.00001515807,0.00001312896,0.0000879557,0.0003559262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005043656,0.00005193595,0.006517854,0.0001814509,0.000006284546,0.001351284,0.3719098,0.0004379291,0.001006711,0.2075231,0.227491,0.1834723],"study_design_scores_gemma":[0.00000530572,0.0000215187,0.004552588,0.0001900685,0.000005336767,0.000185083,0.3077064,0.0001428886,0.0001103832,0.004126212,0.6829324,0.0000218347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1467849,0.008125299,0.001605019,0.05753568,0.001219848,0.0001148068,0.0001498408,0.0001443434,0.7843202],"genre_scores_gemma":[0.7890478,0.01054382,0.002419541,0.006095207,0.0001517186,0.00007672148,0.0001499612,0.0001104761,0.1914047],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05467266,"threshold_uncertainty_score":0.2730764,"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."}}