{"id":"W4367296053","doi":"10.5430/wjel.v13n3p265","title":"Connecting Beyond the Classroom: Use of Viber as a Support Tool for Enhancing Essay Writing Skills and Online Language Learning Engagement among Students","year":2023,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Test (biology); Mathematics education; Psychology; English language; Computer science; Pedagogy; Artificial intelligence","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":[0.001149153,0.0003738867,0.0004384769,0.0004572708,0.0004218995,0.0009777993,0.0005261563,0.0005105987,0.002889081],"category_scores_gemma":[0.00550026,0.0001412622,0.0002891027,0.0002078228,0.0002627749,0.000728378,0.001178931,0.0004190052,0.0004859646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145381,"about_ca_system_score_gemma":0.0003756724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007692169,"about_ca_topic_score_gemma":0.0002427542,"domain_scores_codex":[0.9989458,0.0005488655,0.00006586225,0.0001496415,0.0001638582,0.0001260318],"domain_scores_gemma":[0.9976128,0.001261151,0.000298682,0.0001837014,0.0001612358,0.0004823245],"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":[0.001238033,0.01326593,0.07664906,0.002142634,0.0001305415,0.001509711,0.04803379,0.0004524136,0.06209473,0.0008145479,0.001625442,0.7920431],"study_design_scores_gemma":[0.0007196316,0.06869856,0.6228182,0.002150865,0.0009733496,0.006960307,0.1169196,0.005256817,0.08030948,0.003555643,0.09137204,0.000265478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957575,0.0001686201,0.00133244,0.00009503884,0.00002097293,0.00006047331,0.00001511778,0.00005368348,0.00249614],"genre_scores_gemma":[0.986564,0.0003108054,0.009509615,0.0001026393,0.00002942369,0.0001356384,0.00004776247,0.00001695368,0.003283116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002889081,"threshold_uncertainty_score":0.009664893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762165994708533,"score_gpt":0.3854609939245626,"score_spread":0.3578393339774772,"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."}}