{"id":"W4390026296","doi":"10.1002/9781405198431.wbeal0192.pub3","title":"Content‐Based Instruction as a Pedagogical Framework","year":2023,"lang":"en","type":"other","venue":"The Encyclopedia of Applied Linguistics","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Foreign language; Mathematics education; Theme (computing); Language acquisition; Pedagogy; Content and language integrated learning; Psychology; World Wide Web","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":[0.00338908,0.0007905354,0.0004627129,0.004112487,0.002156209,0.01083118,0.003041312,0.002097327,0.009189742],"category_scores_gemma":[0.00280016,0.0002954057,0.0004274491,0.002635255,0.009260315,0.005810846,0.004237597,0.003383688,0.001966543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008347541,"about_ca_system_score_gemma":0.007526362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00613628,"about_ca_topic_score_gemma":0.007546449,"domain_scores_codex":[0.9974437,0.001463295,0.000124972,0.0001962889,0.0006104409,0.0001613637],"domain_scores_gemma":[0.9971125,0.001511697,0.0001072911,0.0002768354,0.00055139,0.0004401999],"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":[0.000003264337,0.00005023646,0.0001210426,0.0001584532,0.000002850308,0.00005435878,0.001510967,0.001018351,0.0002329735,0.9539428,0.005346056,0.03755861],"study_design_scores_gemma":[0.00001160376,0.00002939222,0.0003219961,0.001194873,0.000009809949,0.0001369934,0.00289755,0.006924918,0.0008828008,0.5048144,0.4827549,0.00002075095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00727456,0.008593273,0.2964492,0.01893253,0.0007083706,0.00031939,0.0002753592,0.001047995,0.6663993],"genre_scores_gemma":[0.4788369,0.0123307,0.3799236,0.00288018,0.0006154702,0.001281621,0.001029861,0.0007131305,0.1223885],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01083118,"threshold_uncertainty_score":0.06056595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0666429911479159,"score_gpt":0.2893296656906046,"score_spread":0.2226866745426887,"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."}}