{"id":"W577026133","doi":"10.1057/9781137340733_8","title":"Scaffolding for Mediated Learning During ‘Whole-Class Exercises’ in Kenyan Secondary English Lessons","year":2015,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Situated; Mediation; Zone of proximal development; Class (philosophy); Pedagogy; Psychology; Sociology; Epistemology; Computer science; Social science; Anthropology","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":[0.0007867973,0.0003400912,0.0002464238,0.0004324278,0.001520874,0.002117158,0.001167198,0.0006559235,0.008488911],"category_scores_gemma":[0.001856536,0.0001787593,0.0001890859,0.0002350323,0.001301914,0.001105762,0.002446703,0.0005911526,0.0008211002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001091594,"about_ca_system_score_gemma":0.001071376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002004699,"about_ca_topic_score_gemma":0.009353323,"domain_scores_codex":[0.9995766,0.0002085266,0.00001474347,0.0000758825,0.00006239359,0.00006171187],"domain_scores_gemma":[0.9992039,0.0005409668,0.00005612566,0.00005596489,0.00004001271,0.0001030672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005782061,0.001762357,0.01386986,0.001698059,0.00004156249,0.002646527,0.3408175,0.001904755,0.03019662,0.0453351,0.01023923,0.5509104],"study_design_scores_gemma":[0.0002416221,0.002751868,0.2060018,0.006565127,0.0001770856,0.002551117,0.240366,0.005463741,0.03141329,0.03522375,0.4690299,0.0002146564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8606068,0.001551874,0.004804979,0.0005549208,0.00004473267,0.0001462779,0.00009551118,0.0001034368,0.1320913],"genre_scores_gemma":[0.9757413,0.0004252828,0.005095314,0.00003165222,0.000007935024,0.0001229684,0.00007001602,0.00002455586,0.01848099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008488911,"threshold_uncertainty_score":0.02839828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0468200390381647,"score_gpt":0.2538113955877984,"score_spread":0.2069913565496337,"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."}}