{"id":"W419691159","doi":"","title":"Instructors of Adult English as an Additional Language (EAL) in British Columbia: Shared Experiences in the Contact Zone","year":2014,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Contact zone; Language contact; English language; Linguistics; Geography; Psychology; History; Mathematics education; Ethnology; Philosophy","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":[0.001284271,0.0003221778,0.0005582109,0.0007844256,0.01676359,0.004482902,0.001303205,0.001018104,0.00374696],"category_scores_gemma":[0.003182875,0.0004100484,0.0001159439,0.001272033,0.004776462,0.001363596,0.004530982,0.002356495,0.0003458236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01569417,"about_ca_system_score_gemma":0.02224597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8145844,"about_ca_topic_score_gemma":0.9428837,"domain_scores_codex":[0.9980791,0.0006266608,0.00004927593,0.0001956012,0.0003632497,0.0006861587],"domain_scores_gemma":[0.9965072,0.0006141512,0.0002797997,0.00007142944,0.0006999634,0.001827482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003356245,0.0000760045,0.01806759,0.00003988346,0.000003345838,0.001267041,0.9686478,0.00001569417,0.001007305,0.000339378,0.001588985,0.008913486],"study_design_scores_gemma":[0.000001916373,0.00002266068,0.01012766,0.00004240866,0.000002556787,0.0001215451,0.9811441,0.00002850307,0.00008951881,0.00003759432,0.008372096,0.000009439884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940488,0.0003328308,0.0001092784,0.0008360861,0.00002347135,0.00001935372,0.00002460347,0.000008370501,0.004597157],"genre_scores_gemma":[0.9922923,0.0004508958,0.0001438374,0.0004795234,0.00000629441,0.00002593513,0.00003436171,0.00001374375,0.006553217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854156,"threshold_uncertainty_score":0.3730151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007206545895671311,"score_gpt":0.1949557113064077,"score_spread":0.1877491654107363,"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."}}