{"id":"W7161815782","doi":"10.82308/12120","title":"Teaching practices of six Chinese heritage language teachers in Montreal","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language planning; Ethnolinguistics; Economic shortage; Language education","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":[0.0008700294,0.0005114114,0.0003944195,0.001213656,0.007951696,0.001853721,0.00109727,0.0005557726,0.00497287],"category_scores_gemma":[0.001800371,0.0004475244,0.0002643059,0.002149617,0.00275522,0.0005431696,0.001694591,0.0005496384,0.0004223158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02538273,"about_ca_system_score_gemma":0.02032704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9073756,"about_ca_topic_score_gemma":0.9754558,"domain_scores_codex":[0.9992562,0.0001229534,0.00002594495,0.0001618047,0.0001178207,0.0003152816],"domain_scores_gemma":[0.9983748,0.000269088,0.0002146409,0.00005168377,0.0004363067,0.0006534713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000138999,0.000165467,0.2676075,0.0001928175,0.00002577755,0.001592467,0.6802915,0.0003880668,0.007271998,0.0009777898,0.001214441,0.04013309],"study_design_scores_gemma":[0.00001332317,0.0002385621,0.4379001,0.00008486675,0.000035791,0.000150999,0.5375274,0.0004425758,0.001707644,0.0001136346,0.02169169,0.00009333562],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967282,0.0001737615,0.0001344052,0.0001417439,0.000004378674,0.00005242579,0.00005714749,0.000009519942,0.002698392],"genre_scores_gemma":[0.988502,0.0002262587,0.0005325216,0.00006939138,0.000001972376,0.00004887338,0.00006075307,0.000007011336,0.0105511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09262437,"threshold_uncertainty_score":0.1863397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03056369685874469,"score_gpt":0.4930398249762035,"score_spread":0.4624761281174588,"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."}}