{"id":"W4382020702","doi":"10.1515/jwl-2023-0013","title":"Lay Hoon Seah, Rita Elaine Silver & Mark Charles Baildon: The role of language in content pedagogy: A framework for teachers’ knowledge","year":2023,"lang":"en","type":"article","venue":"Journal of World Languages","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pedagogy; Sociology; Content (measure theory); Mathematics education; Psychology; Mathematics","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":[0.002477932,0.0003227406,0.0002828403,0.001171199,0.007880956,0.008856529,0.001311649,0.005453965,0.02824974],"category_scores_gemma":[0.005642072,0.0004398631,0.0002507121,0.0007494382,0.007130052,0.009986196,0.003188799,0.006469675,0.003753958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004835524,"about_ca_system_score_gemma":0.00869278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04992582,"about_ca_topic_score_gemma":0.1039024,"domain_scores_codex":[0.9991655,0.0002985168,0.00003190595,0.0001371686,0.0002595199,0.0001072826],"domain_scores_gemma":[0.9965435,0.001363077,0.0001218018,0.0001095582,0.001025305,0.0008367829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003779416,0.00008443934,0.0007260459,0.0001957448,0.000006399546,0.000263683,0.02669626,0.0001380481,0.0007493074,0.3054634,0.576273,0.08936584],"study_design_scores_gemma":[0.00002401501,0.00002192052,0.001944234,0.0005184513,0.00001095164,0.0001767979,0.0333998,0.0004029473,0.0008987395,0.1416086,0.820953,0.0000406415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00747787,0.02004122,0.009142107,0.7293355,0.005182131,0.00008061074,0.0001091815,0.0001604199,0.2284709],"genre_scores_gemma":[0.2767061,0.03355449,0.01309659,0.06880759,0.00250535,0.0002028886,0.00007340872,0.0004398646,0.6046137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04992582,"threshold_uncertainty_score":0.0992704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03932692022568963,"score_gpt":0.3638260218019869,"score_spread":0.3244991015762973,"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."}}