{"id":"W4390343401","doi":"10.5430/wjel.v14n2p90","title":"English as a Foreign Language Teachers’ Acceptance of Using Blackboard Collaborate Ultra in Higher Education","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackboard (design pattern); English as a foreign language; Foreign language teaching; Foreign language; Psychology; Mathematics education; Computer science; English language; Statistical software; Blackboard system; Knowledge management; Data science; Software engineering","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":[0.001981337,0.0001447374,0.0002008639,0.0004198001,0.0006031119,0.001609333,0.0001759354,0.0003298127,0.002378536],"category_scores_gemma":[0.005209022,0.0001526278,0.0002442365,0.0002451506,0.0004320322,0.0006258684,0.0006482132,0.0004710883,0.0003371512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380366,"about_ca_system_score_gemma":0.0007039335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007211342,"about_ca_topic_score_gemma":0.01168247,"domain_scores_codex":[0.9990132,0.0003370901,0.00008757132,0.00007550012,0.000306854,0.0001798301],"domain_scores_gemma":[0.9951838,0.00166066,0.001365157,0.0001497422,0.0009612779,0.0006793928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548689,0.00045676,0.8637761,0.0001302088,0.00002531771,0.0007506881,0.09847673,0.00007950847,0.00590246,0.0002911936,0.0003455171,0.02961056],"study_design_scores_gemma":[0.00001406155,0.0006552555,0.8258389,0.0001265362,0.00003269027,0.0004713394,0.1672129,0.0003472265,0.001380623,0.00007929465,0.003813668,0.0000274819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991892,0.00003104042,0.00003647748,0.00005256044,0.000001909307,0.000003992961,0.000004625338,0.000001027947,0.0006791573],"genre_scores_gemma":[0.9990768,0.00008650972,0.00007364537,0.00004029231,0.00000156186,0.000006741372,0.000009177924,0.000001093799,0.0007041856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007211342,"threshold_uncertainty_score":0.01433873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06334382989080672,"score_gpt":0.3755385451549608,"score_spread":0.312194715264154,"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."}}