{"id":"W1686455830","doi":"","title":"The Research on Blended Learning of ESL Based on Moodle Platform","year":2013,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blended learning; Computer science; Class (philosophy); Mathematics education; Multimedia; Educational technology; Online learning; Artificial intelligence; Psychology","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":[0.001424329,0.00007537173,0.0001274784,0.0001194573,0.0006438478,0.00008703538,0.0001223467,0.00006902543,0.00003306198],"category_scores_gemma":[0.000938443,0.00004445921,0.00002801555,0.0004421447,0.0003250975,0.00009527984,0.00004431281,0.0006375931,0.000008479172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003101841,"about_ca_system_score_gemma":0.00005809527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001489208,"about_ca_topic_score_gemma":0.0003628482,"domain_scores_codex":[0.9987876,0.0003077249,0.0001223588,0.0001512668,0.0003433388,0.0002876631],"domain_scores_gemma":[0.9983602,0.001324458,0.00003906009,0.0001188476,0.0001246875,0.00003271512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002400299,0.0002267381,0.005509667,0.0002146252,0.00009829826,0.00007464933,0.5261133,0.0002645001,0.0004065709,0.1312557,0.01097537,0.3246205],"study_design_scores_gemma":[0.001012003,0.0009895997,0.003755599,0.001254816,0.000009636545,7.048023e-7,0.6946707,0.000555151,0.0004377872,0.004379667,0.2926586,0.0002757352],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446499,0.01030475,9.03623e-7,0.004239872,0.0001731281,0.0003088808,0.000002884351,0.00002975738,0.14029],"genre_scores_gemma":[0.9948452,0.0007374252,0.0001108844,0.0001128254,0.0002129694,0.00002213452,0.000003030685,0.000005833213,0.003949663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3243448,"threshold_uncertainty_score":0.4952022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0485958784986784,"score_gpt":0.4154276250348003,"score_spread":0.3668317465361219,"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."}}