{"id":"W1592874745","doi":"","title":"Language testing, migration and citizenship : cross-national perspectives on integration regimes","year":2009,"lang":"en","type":"book","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Nationality; Immigration; Kingdom; Context (archaeology); Political science; Media studies; Politics; Sociology; Gender studies; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003473994,0.0004784021,0.0005519278,0.002768687,0.005809386,0.008007247,0.001028108,0.003338052,0.00743305],"category_scores_gemma":[0.005143858,0.0002200646,0.0004579107,0.005329164,0.01640624,0.00783062,0.005671051,0.003341833,0.0006156256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00555892,"about_ca_system_score_gemma":0.001925458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002559,"about_ca_topic_score_gemma":0.0107028,"domain_scores_codex":[0.9958911,0.002928176,0.0001545676,0.0002280783,0.0003081514,0.0004898306],"domain_scores_gemma":[0.9954407,0.003668787,0.0002728057,0.000114141,0.0002489512,0.0002545592],"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":[0.00005027802,0.00007030559,0.003088588,0.0003366597,0.00001125167,0.0004741733,0.07904534,0.0002749639,0.00009627081,0.8361747,0.03470431,0.04567317],"study_design_scores_gemma":[0.00001940538,0.00009237225,0.01657235,0.002799764,0.00001845022,0.0004977203,0.1195181,0.0004678576,0.0002387468,0.2383728,0.6213539,0.00004844603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08324441,0.3044592,0.001906601,0.1433602,0.002911205,0.00003700118,0.0001724953,0.00003742113,0.4638714],"genre_scores_gemma":[0.8518863,0.08441201,0.001090755,0.0113716,0.003120709,0.0001433856,0.0001379973,0.0000672637,0.04776988],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01002559,"threshold_uncertainty_score":0.04033297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08549738771978484,"score_gpt":0.4560534543202088,"score_spread":0.370556066600424,"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."}}