{"id":"W2186113345","doi":"10.5539/ells.v5n4p130","title":"Review on “Blended Learning” in Language Teaching","year":2015,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Inner Mongolia University for Nationalities; Inner Mongolia University","keywords":"Blended learning; Modernization theory; China; Context (archaeology); Mathematics education; College English; Computer science; Pedagogy; Sociology; Psychology; Educational technology; Political science; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001629711,0.0001432409,0.0002823682,0.0001016979,0.0002285202,0.00008849307,0.000100105,0.00007754647,0.00001453303],"category_scores_gemma":[0.00627959,0.0001103746,0.00004190053,0.0002839944,0.00007106965,0.0002244651,0.00005568562,0.000786291,0.000006906264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004779128,"about_ca_system_score_gemma":0.00007990935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008079559,"about_ca_topic_score_gemma":0.0004143555,"domain_scores_codex":[0.9985022,0.0005950937,0.0001620398,0.0002390092,0.0002274048,0.0002742402],"domain_scores_gemma":[0.9994369,0.000195637,0.00006044974,0.0001108314,0.0001007302,0.00009547727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001233201,0.00003369412,0.0006563594,0.0002060111,0.00002532936,0.0001913179,0.9180759,0.000003031821,0.000007019948,0.003214544,0.009335399,0.06823906],"study_design_scores_gemma":[0.0002675555,0.00006625338,0.00003333234,0.00228664,0.00001339284,0.000001274678,0.5225001,0.000001282079,0.000005685617,0.00004742781,0.4746441,0.0001329934],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3733828,0.5387009,6.729977e-7,0.003109682,0.00035875,0.0002118491,0.000004236183,0.000196931,0.08403413],"genre_scores_gemma":[0.9548157,0.03074492,0.0005746366,0.001437813,0.002086413,0.00002413963,0.00003736385,0.00002199523,0.01025695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5814329,"threshold_uncertainty_score":0.751771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01771716027816376,"score_gpt":0.3524992547726028,"score_spread":0.334782094494439,"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."}}