{"id":"W2789194455","doi":"10.18806/tesl.v34i2.1268","title":"The Ins and Outs of ESL in Canada: How the Past Can Inform the Future","year":2017,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Literacy; Frontier; Curriculum; Nothing; Happening; Sociology; Pedagogy; Political science; Humanities; History; Law; Art; Art history","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004993395,0.0006113228,0.0007205706,0.004106116,0.04929529,0.01855711,0.002731437,0.003034752,0.009130917],"category_scores_gemma":[0.01199853,0.0006735123,0.0005103252,0.009892654,0.01920571,0.008774529,0.008559378,0.008572548,0.0006060587],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3008644,"about_ca_system_score_gemma":0.4339181,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986939,"about_ca_topic_score_gemma":0.9993844,"domain_scores_codex":[0.9936172,0.0009953293,0.0001764124,0.000542295,0.001883358,0.002785558],"domain_scores_gemma":[0.9894915,0.001325099,0.0005237177,0.0002810954,0.004775287,0.003603316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001447902,0.00008665029,0.04284653,0.0008491048,0.00007616468,0.002429428,0.3663166,0.001017016,0.0004310268,0.2779444,0.1611925,0.1466658],"study_design_scores_gemma":[0.0000111686,0.0000199986,0.03334752,0.001733392,0.00005538561,0.0003144753,0.4077064,0.0007167291,0.0003027481,0.01766766,0.5379013,0.0002232604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1639335,0.06507223,0.002134807,0.4666483,0.002762398,0.0001195278,0.002856723,0.0001597565,0.2963128],"genre_scores_gemma":[0.9084171,0.03176542,0.001958146,0.01674517,0.0002000631,0.00005087071,0.0006147117,0.0001354648,0.04011305],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6991357,"threshold_uncertainty_score":0.8108982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03464619701907172,"score_gpt":0.3543846679448514,"score_spread":0.3197384709257797,"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."}}