{"id":"W2907048511","doi":"10.1080/01434632.2018.1562619","title":"Bilingual being: my life as a hyphen","year":2019,"lang":"en","type":"article","venue":"Journal of Multilingual and Multicultural Development","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multiculturalism; Linguistics; Multilingualism; Sociology; Pedagogy; 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":[0.004319909,0.0003634769,0.0005275164,0.0006590129,0.01555719,0.008065611,0.0007344431,0.003511025,0.007411305],"category_scores_gemma":[0.007036393,0.0002683935,0.0003093967,0.0008403094,0.02225037,0.01108401,0.008268504,0.01038469,0.001477216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003318947,"about_ca_system_score_gemma":0.006009061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007614487,"about_ca_topic_score_gemma":0.01519404,"domain_scores_codex":[0.9942148,0.004085511,0.00008017161,0.000206042,0.0005047074,0.000908856],"domain_scores_gemma":[0.9928463,0.001382125,0.000436755,0.0001879649,0.0006236268,0.004523294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007390531,0.0001358505,0.00257524,0.0001763366,0.00001060882,0.0008718249,0.4935332,0.00002632367,0.0003653866,0.1481918,0.3105909,0.0434486],"study_design_scores_gemma":[0.00002235269,0.000067721,0.00292822,0.0006413399,0.000007076605,0.0009400509,0.4995922,0.0000513691,0.0001535709,0.0220713,0.4734841,0.00004067655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05036993,0.03072453,0.0007973984,0.793412,0.009265646,0.00002207932,0.00005280058,0.00005634304,0.1152993],"genre_scores_gemma":[0.8064462,0.02081167,0.0007503271,0.1273443,0.003176312,0.00008770761,0.00005431833,0.000114014,0.04121521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01555719,"threshold_uncertainty_score":0.02479327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052385260613033,"score_gpt":0.3994895133334328,"score_spread":0.3589656607273025,"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."}}