{"id":"W1866485948","doi":"10.18806/tesl.v23i1.77","title":"Citizenship Concepts in LINC Classrooms","year":2005,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Social Sciences and Humanities Research Council of Canada; Government of Canada; Australian Government","keywords":"Citizenship; Mandate; Government (linguistics); Immigration; Pedagogy; Sociology; Citizenship education; Mathematics education; Political science; Psychology; Linguistics; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"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":[0.003015704,0.0001752111,0.0002331719,0.001240934,0.009019508,0.003922263,0.0007586014,0.0007010611,0.004264967],"category_scores_gemma":[0.005693355,0.0002097155,0.0001404965,0.0007924028,0.008572605,0.001311571,0.004369626,0.001918599,0.0002087013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01441541,"about_ca_system_score_gemma":0.03055613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2861218,"about_ca_topic_score_gemma":0.5836288,"domain_scores_codex":[0.9964959,0.001003076,0.0000698012,0.00030842,0.0009544566,0.001168237],"domain_scores_gemma":[0.9919348,0.001465123,0.0008730456,0.0002336059,0.00142135,0.004072165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006346569,0.0006450126,0.1537148,0.0001371844,0.000006860514,0.0008604914,0.7378873,0.0001421651,0.002645574,0.02312049,0.006844027,0.07393271],"study_design_scores_gemma":[0.0000193945,0.0002085835,0.1199687,0.0001785869,0.000009855206,0.0002587164,0.7657365,0.0002331742,0.0007889317,0.002901986,0.1096545,0.00004109325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666238,0.0001794621,0.0004559027,0.001634522,0.00003394735,0.00005305497,0.00001715957,0.00002163607,0.03098058],"genre_scores_gemma":[0.9943525,0.0001085327,0.0004188845,0.0002682507,0.00000846989,0.00002317642,0.00001706147,0.000005813936,0.00479738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7138782,"threshold_uncertainty_score":0.5689129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862957462211418,"score_gpt":0.4496096573281243,"score_spread":0.3909800827060101,"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."}}