{"id":"W4285815859","doi":"10.1558/sols.32581","title":"Multilingualism in Migrant Contexts","year":2022,"lang":"en","type":"article","venue":"Sociolinguistic Studies","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Multilingualism; Multilingual Education; Sociology; Linguistics; Neuroscience of multilingualism; Pedagogy; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002504496,0.0002492646,0.0003515691,0.0009114106,0.007982714,0.007513813,0.0006123474,0.00118164,0.006008171],"category_scores_gemma":[0.002948095,0.0001713964,0.0001851717,0.00140369,0.01149055,0.004693699,0.008524741,0.001619009,0.0003256472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003503331,"about_ca_system_score_gemma":0.004986817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475417,"about_ca_topic_score_gemma":0.02095844,"domain_scores_codex":[0.9980975,0.001320167,0.00004760773,0.000113793,0.0001077307,0.0003132876],"domain_scores_gemma":[0.997883,0.0009281323,0.0002139257,0.00008708529,0.0001471544,0.0007407588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005180463,0.00008630603,0.008086606,0.000356713,0.00001401957,0.001408206,0.8005119,0.00009621085,0.0001876865,0.1258035,0.01097067,0.05242636],"study_design_scores_gemma":[0.00001246172,0.00006088123,0.00917493,0.001149746,0.00001207787,0.0005348276,0.8431254,0.00007003232,0.00007799002,0.01967187,0.1260958,0.0000139236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6053628,0.07997394,0.001010806,0.06425425,0.0008593012,0.00004433264,0.0000587079,0.00004780098,0.2483881],"genre_scores_gemma":[0.9847232,0.008318972,0.0001906859,0.0007663492,0.0001045746,0.00002433978,0.00001058829,0.00001022526,0.005851009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01475417,"threshold_uncertainty_score":0.02933657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691221581841017,"score_gpt":0.327253738679124,"score_spread":0.2603415228607138,"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."}}