{"id":"W26944019","doi":"10.1016/j.bbrc.2016.02.124","title":"Between Attrition and Acquisition: the Dynamics between Two Languages in Adult Migrants","year":2011,"lang":"en","type":"dissertation","venue":"Biochemical and Biophysical Research Communications","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Fluency; Psychology; Second-language attrition; Attrition; Language proficiency; Language assessment; First language; Vocabulary; Context (archaeology); Language acquisition; Second-language acquisition; Linguistics; Cognitive psychology; Comprehension approach; Language education; Pedagogy; Mathematics education","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008878295,0.000147207,0.0002326972,0.0001665739,0.0009052535,0.0001345542,0.0008218076,0.0003160678,0.00002944067],"category_scores_gemma":[0.0008193739,0.0001183008,0.00005882048,0.0005977586,0.001300514,0.00007996272,0.0001594084,0.001063512,0.00002492066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009745623,"about_ca_system_score_gemma":0.0002412035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02018416,"about_ca_topic_score_gemma":0.01073995,"domain_scores_codex":[0.9978307,0.000788719,0.0002762809,0.0002844837,0.0004545847,0.0003651952],"domain_scores_gemma":[0.9970773,0.00164917,0.00008077101,0.0005731835,0.0003909434,0.0002285728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001830771,0.001316903,0.03618274,0.0005973222,0.0001972449,0.000002903644,0.1072555,2.308751e-8,0.01008263,0.4576371,0.00414627,0.3823983],"study_design_scores_gemma":[0.002263806,0.0002835046,0.7663791,0.002099495,0.000316868,0.000001660617,0.1347627,0.0003756134,0.008361037,0.05048146,0.03287669,0.001798118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697552,0.00115536,0.000001266284,0.008785569,0.00003121395,0.0005054778,0.0001755752,0.00003072525,0.01955955],"genre_scores_gemma":[0.9914593,0.003461665,0.0001520402,0.00006836979,0.0005343078,0.0001020092,0.001713982,0.00001422147,0.002494077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7301964,"threshold_uncertainty_score":0.9863405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1898195889964375,"score_gpt":0.5447612395969939,"score_spread":0.3549416506005564,"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."}}