{"id":"W3175460860","doi":"10.5267/j.ijdns.2021.6.007","title":"Factors affecting the adoption of blended learning strategy","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blended learning; IBM; Knowledge management; Sample (material); Process (computing); Psychology; Educational technology; Mathematics education; Business; Computer science","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":[0.002759414,0.0000416028,0.00008459169,0.0000515469,0.000381487,0.0001734206,0.000806768,0.00002097026,0.0000382838],"category_scores_gemma":[0.0008593485,0.00002770724,0.00002588464,0.0003544742,0.0003233942,0.0009833764,0.000212002,0.0002296001,4.498796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002454934,"about_ca_system_score_gemma":0.001028551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002602269,"about_ca_topic_score_gemma":0.0001219508,"domain_scores_codex":[0.998696,0.0001552266,0.0002045505,0.0001115976,0.0006957795,0.0001369012],"domain_scores_gemma":[0.9986829,0.000347794,0.0003206335,0.00008752589,0.0005089106,0.00005223466],"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":[0.00004751874,0.0001060048,0.2502601,0.000009063134,0.0001419778,0.00005112982,0.007642161,0.01778178,0.004815583,0.01649796,0.0008143316,0.7018325],"study_design_scores_gemma":[0.001653764,0.0005901986,0.3823834,0.00111506,0.0002085463,0.0002643757,0.2515351,0.02609625,0.004702377,0.007663584,0.323118,0.0006692832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943998,0.0004440022,0.001313409,0.001525398,0.0006831447,0.00002053315,0.000003637284,0.000004402062,0.00160564],"genre_scores_gemma":[0.9973233,0.0005859996,0.001323779,0.00002080475,0.0006659196,4.084925e-8,0.000005990105,0.000001837417,0.00007230638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7011632,"threshold_uncertainty_score":0.2934128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0662862983690361,"score_gpt":0.384045099707727,"score_spread":0.3177588013386909,"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."}}