{"id":"W4385874874","doi":"10.5430/wjel.v13n7p355","title":"Online Learning Experiences for Speaking Activities among Malaysian Undergraduate ESL Students","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Pendidikan Sultan Idris","keywords":"Thematic analysis; Sample (material); Checklist; Psychology; Perception; Public university; Online learning; Mathematics education; Online discussion; Medical education; Pedagogy; Computer science; Qualitative research; Multimedia; Sociology; World Wide Web","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":[0.0011824,0.0003567837,0.0004071665,0.0006485417,0.001569529,0.002394439,0.00037976,0.0006476488,0.003794553],"category_scores_gemma":[0.003570884,0.0002194598,0.0004047532,0.0003621263,0.0007505479,0.001497747,0.00177942,0.0009551666,0.0005676927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545708,"about_ca_system_score_gemma":0.0008228602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099433,"about_ca_topic_score_gemma":0.003307541,"domain_scores_codex":[0.9991274,0.0002901182,0.00008771466,0.0000658775,0.0002399508,0.0001888638],"domain_scores_gemma":[0.9972199,0.0006373524,0.0006575577,0.00006408749,0.0003153622,0.001105782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002325919,0.002257134,0.4723779,0.0005526925,0.00004517061,0.003831862,0.4267014,0.0001563289,0.009572648,0.0004572607,0.002117343,0.08169766],"study_design_scores_gemma":[0.00001277802,0.001557212,0.2993279,0.0002397886,0.00003819096,0.002016112,0.6856931,0.0002846293,0.001398738,0.0002182291,0.0091392,0.0000742257],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989064,0.00009834299,0.00004004206,0.00009220337,0.000006821436,0.00001068008,0.00001223969,0.000002694941,0.0008306705],"genre_scores_gemma":[0.9977824,0.000312507,0.0001567338,0.0001198534,0.00001026157,0.00002180422,0.00002556098,0.000002248554,0.001568624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003794553,"threshold_uncertainty_score":0.01269406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664008817367507,"score_gpt":0.3400619509441088,"score_spread":0.3234218627704337,"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."}}