{"id":"W1591121154","doi":"10.18806/tesl.v21i2.171","title":"From Generation to Generation: Survival and Maintenance of Canada's Aboriginal Languages, within Families, Communities and Cities","year":2004,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endogamy; Transmission (telecommunications); First language; Population; Disadvantage; Sociology; Demography; Geography; Political science; Linguistics; Telecommunications; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003107822,0.00007293043,0.0001145556,0.00003985494,0.000569037,0.00008833855,0.00009735343,0.00002669509,0.0004017981],"category_scores_gemma":[0.0001081216,0.00007002387,0.000007520704,0.00008086344,0.0001007505,0.00007785446,0.000009380668,0.0001293541,7.578414e-8],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966805,"about_ca_system_score_gemma":0.01046863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9994335,"about_ca_topic_score_gemma":0.9999007,"domain_scores_codex":[0.9991351,0.0001087272,0.0001882422,0.00006359886,0.0003395017,0.0001648351],"domain_scores_gemma":[0.9993805,0.00005735583,0.0000932808,0.00007037349,0.0001774308,0.0002211131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006324211,0.00006097712,0.006555158,0.00004253666,0.0001444159,0.0000826139,0.6504091,0.003412303,0.004285354,0.1284363,0.191677,0.01483094],"study_design_scores_gemma":[0.001093094,0.00007358229,0.01834281,0.00009549235,0.0000311771,0.00004535991,0.4920255,0.000342247,0.002259809,0.0006902879,0.4845105,0.0004901929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881715,0.002522714,0.0000527537,0.006769156,0.0007436895,0.00005883905,0.00009957315,0.00000471601,0.001577019],"genre_scores_gemma":[0.9895861,0.0002060815,0.0008283537,0.007509644,0.001278641,0.000001806942,0.00001608354,0.000005348448,0.0005679327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2928335,"threshold_uncertainty_score":0.9951411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04020615716989445,"score_gpt":0.3579624120636423,"score_spread":0.3177562548937479,"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."}}