{"id":"W4299510470","doi":"10.1093/oxfordhb/9780195384253.013.0019","title":"Content-Based Second Language Instruction","year":2010,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":372,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Comprehension approach; Computer science; Communicative language teaching; Curriculum; Focus (optics); Language education; Content (measure theory); Focus on form; Language assessment; Second-language acquisition; Experiential learning; Sheltered instruction; Foreign language; Mathematics education; Pedagogy; Linguistics; Psychology; Grammar","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009424865,0.0002863408,0.000298324,0.0002072902,0.0004653319,0.0001749165,0.0003367784,0.0003142985,0.003318949],"category_scores_gemma":[0.00001112432,0.000303892,0.0002047288,0.000002863225,0.0002749944,0.0001144613,0.00008228976,0.001282984,0.000005756557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001068702,"about_ca_system_score_gemma":0.00013564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006250133,"about_ca_topic_score_gemma":0.003109542,"domain_scores_codex":[0.9990367,0.00006387022,0.0001433728,0.0003333266,0.0001744831,0.0002482511],"domain_scores_gemma":[0.9991572,0.00006973205,0.000232122,0.0003683534,0.00007843201,0.00009412228],"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":[0.0001349824,0.00003064197,0.000004388924,0.0002953251,0.000245451,0.0003102074,0.03019501,0.000002474387,0.0001559164,0.8959963,0.0145918,0.05803755],"study_design_scores_gemma":[0.0008271625,0.00004659659,0.000002406848,0.00008647792,0.0001090559,0.000005129066,0.004816877,0.00002294439,0.0001455979,0.00002021749,0.993565,0.0003525438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02290945,0.00006685316,0.00001939055,0.00001014366,0.0008774965,0.0001910288,0.0002315172,0.0002890193,0.9754051],"genre_scores_gemma":[0.003924672,0.00000189813,0.00008328942,0.0001868527,0.0007811873,8.279401e-7,0.0002738202,0.00005046646,0.994697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9789732,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836914119447766,"score_gpt":0.1902604013423491,"score_spread":0.1618912601478714,"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."}}