{"id":"W2913642086","doi":"10.5539/mas.v13n2p192","title":"Distance Education, Blended Learning and E-Learning Predictions and Possibilities","year":2018,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; The Internet; Process (computing); Computer science; Autodidacticism; Order (exchange); Modality (human–computer interaction); Educational technology; Blended learning; Mathematics education; Synchronous learning; Independent study; E learning; Control (management); Psychology; Teaching method; Cooperative learning; Artificial intelligence; World Wide Web; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000924915,0.0003611668,0.0001979857,0.001050662,0.0006638593,0.006458439,0.0008840031,0.001146426,0.008137477],"category_scores_gemma":[0.003751343,0.0001386353,0.0003458862,0.00119299,0.004311004,0.006121406,0.002883933,0.001374803,0.000882873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789081,"about_ca_system_score_gemma":0.0007754793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067318,"about_ca_topic_score_gemma":0.0007723045,"domain_scores_codex":[0.999081,0.0003226334,0.0000494929,0.0001253027,0.0003397881,0.00008167569],"domain_scores_gemma":[0.9984949,0.0008357933,0.0001859792,0.0001172193,0.000169419,0.0001968536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008470023,0.0001234076,0.002188921,0.0002224364,0.000009528831,0.0001372705,0.001887396,0.001786383,0.0002959085,0.8860576,0.001198399,0.1060081],"study_design_scores_gemma":[0.00002297581,0.0001608209,0.006335141,0.0003777631,0.00001386968,0.0003463263,0.003713263,0.009831611,0.0009956078,0.8992969,0.07887113,0.00003453693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1498466,0.02174657,0.1085202,0.01000698,0.000595836,0.0002151455,0.0002875293,0.0001489766,0.7086321],"genre_scores_gemma":[0.9544686,0.003750201,0.009420014,0.0003383458,0.0001759331,0.0001101034,0.00008332687,0.00002387808,0.03162957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008137477,"threshold_uncertainty_score":0.02722251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007895298210991745,"score_gpt":0.2429684778410675,"score_spread":0.2350731796300757,"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."}}