{"id":"W2547531793","doi":"10.1075/sibil.42.18poy","title":"12. Reluctant migrants","year":2011,"lang":"en","type":"book-chapter","venue":"Studies in bilingualism","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Immigration; Multiculturalism; Competence (human resources); Gender studies; Population; Political science; Psychology; Sociology; Pedagogy; Social psychology; Demography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001073915,0.0002501969,0.0005199971,0.0002217444,0.0003274593,0.00002083608,0.0003074895,0.0003387324,0.0004633105],"category_scores_gemma":[0.0005426724,0.0002267591,0.0001315091,0.00004263304,0.0008272277,0.00004885824,0.0000948369,0.0002984054,0.0002606503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002452084,"about_ca_system_score_gemma":0.0003757418,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005708228,"about_ca_topic_score_gemma":0.01892938,"domain_scores_codex":[0.9983074,0.00008494178,0.0005220043,0.0003729328,0.0003638236,0.0003489191],"domain_scores_gemma":[0.9988428,0.0002146781,0.0002796759,0.0003562598,0.0002191001,0.00008746994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003606224,0.00001033926,0.0001644621,0.00005046986,0.00007306904,0.00002075276,0.4298442,3.385204e-8,3.881923e-7,0.5531039,0.01467449,0.002054268],"study_design_scores_gemma":[0.00008256891,0.00001333641,0.00002420904,0.0004129604,0.00001850715,0.000001621327,0.01926078,1.302624e-8,0.000001263742,0.1018045,0.8781409,0.000239265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008513503,0.01819917,1.756875e-7,0.0005198225,0.003423171,0.0003500718,0.00001861802,0.00006323623,0.9765744],"genre_scores_gemma":[0.01813498,0.02056892,0.00005986886,0.0003817686,0.003020302,0.00002832886,0.000004994876,0.00004452312,0.9577563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8634664,"threshold_uncertainty_score":0.9989726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2379200033846973,"score_gpt":0.442560494884958,"score_spread":0.2046404915002606,"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."}}