{"id":"W4281740851","doi":"10.1017/9781009037075","title":"Multilingualism and Education","year":2022,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Multilingualism; Pedagogy; Reading (process); Sociology; Diversity (politics); Field (mathematics); Power (physics); Political science; Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179155,0.0004594434,0.0003244448,0.0009500554,0.007407651,0.009228329,0.0005211341,0.001163195,0.01077476],"category_scores_gemma":[0.001138944,0.0001418691,0.0001900623,0.001327331,0.01079142,0.003520585,0.006434556,0.002549908,0.0015154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006270042,"about_ca_system_score_gemma":0.006288168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01541021,"about_ca_topic_score_gemma":0.03426634,"domain_scores_codex":[0.9989884,0.000396537,0.00002717882,0.00008963656,0.0002072674,0.0002909703],"domain_scores_gemma":[0.9994729,0.0001682198,0.00005116568,0.00003845462,0.00006274524,0.0002065305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001541446,0.00003235362,0.0007713304,0.0001834873,0.000006274386,0.0002659696,0.03577248,0.00007988422,0.0001031711,0.8508346,0.04328528,0.06864976],"study_design_scores_gemma":[0.000003367962,0.000009421993,0.0005689198,0.0002612132,0.000002014071,0.0001911708,0.009029243,0.00002723964,0.00005443993,0.04663592,0.9432123,0.000004626895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007013295,0.05624571,0.0003913945,0.01962521,0.0008648128,0.000008843701,0.0000273365,0.00004074019,0.9157826],"genre_scores_gemma":[0.4985598,0.0422595,0.0009437733,0.008325927,0.001428402,0.00006246503,0.00007494495,0.0001013499,0.4482439],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01541021,"threshold_uncertainty_score":0.04549253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107463964614062,"score_gpt":0.2062578813652012,"score_spread":0.1851832417190606,"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."}}