{"id":"W2061620697","doi":"10.2167/beb124b.0","title":"Living with Multiple Languages: Multilingualism, Identity, and Belonging","year":2006,"lang":"en","type":"article","venue":"International Journal of Bilingual Education and Bilingualism","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Multilingualism; Ethnic group; Identity (music); Sociology; Linguistics; Neuroscience of multilingualism; Translanguaging; Anthropology; Art; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404121,0.0001823869,0.000234699,0.000530679,0.0003068231,0.0004357148,0.0003410968,0.000114964,0.00009422952],"category_scores_gemma":[0.00185658,0.0001587729,0.00007369959,0.0002426958,0.0003381929,0.0006636738,0.00006720563,0.0002619276,0.000003334102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294159,"about_ca_system_score_gemma":0.001835779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008557251,"about_ca_topic_score_gemma":0.005499901,"domain_scores_codex":[0.9979498,0.0001918722,0.0006087943,0.000249263,0.0007456889,0.0002546003],"domain_scores_gemma":[0.9970683,0.0006731651,0.0005347533,0.0001203181,0.001378891,0.0002246058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001705915,0.002060452,0.2154574,0.0001066669,0.0002752146,0.00009619176,0.3474666,0.0001295314,0.002692582,0.1179477,0.0006626738,0.3129344],"study_design_scores_gemma":[0.00426327,0.0004036478,0.1340284,0.002008601,0.0003049456,0.001874342,0.5200325,0.0005871494,0.002141889,0.01036806,0.3222122,0.001774985],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885877,0.001952611,0.0001496607,0.002045772,0.001677324,0.0001499751,0.000006735566,0.00004275693,0.005387405],"genre_scores_gemma":[0.9899357,0.0004045482,0.003827527,0.0007416906,0.003285762,0.000003166059,0.000008650688,0.00002216914,0.001770795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215495,"threshold_uncertainty_score":0.9980448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484389123232797,"score_gpt":0.4350759571445556,"score_spread":0.4102320659122277,"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."}}