{"id":"W6978161515","doi":"10.7939/r3-sxbj-pa15","title":"English versus heritage languages: the politics of language in South Asian Canadian writing","year":2007,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Parasites and Host Interactions","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Politics; South asia; Government (linguistics); English language; Narrative","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":[0.00434383,0.0002798735,0.000396328,0.001910196,0.03479149,0.01504014,0.001282688,0.001507122,0.01304053],"category_scores_gemma":[0.009960875,0.0003320049,0.0001679612,0.003991632,0.02375944,0.002731728,0.004227525,0.003754993,0.0006851364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06808765,"about_ca_system_score_gemma":0.09420357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9616693,"about_ca_topic_score_gemma":0.9817152,"domain_scores_codex":[0.9953328,0.001176488,0.0001180549,0.0003042875,0.001087511,0.001980974],"domain_scores_gemma":[0.9885852,0.004379872,0.0006675237,0.0003085502,0.003576872,0.002482035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008607358,0.00003123348,0.008308081,0.00009634785,0.00001366356,0.0006006387,0.6645952,0.0001193987,0.0004711451,0.2795815,0.02051879,0.02557797],"study_design_scores_gemma":[0.00002772065,0.00001988139,0.02539035,0.0003902483,0.0000387845,0.0002091628,0.7341968,0.0001496105,0.0004981622,0.02195774,0.217044,0.00007737716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3314657,0.004951211,0.0005023819,0.04093854,0.0002927674,0.00003350358,0.0001469334,0.00002044088,0.6216486],"genre_scores_gemma":[0.9672635,0.001438662,0.0002103148,0.001819466,0.00004897394,0.00001009851,0.00002668117,0.00003521276,0.02914711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06808765,"threshold_uncertainty_score":0.4940128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006379340317794876,"score_gpt":0.2351790995211797,"score_spread":0.2287997592033848,"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."}}