{"id":"W2803005368","doi":"10.5539/ies.v11n5p144","title":"The Effect of Facebook Activities on Enhancing Oral Communication Skills for EFL Learners","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pronunciation; Active listening; Psychology; Bachelor; Mathematics education; Foreign language; Medical education; Communication skills; Linguistics; Medicine; Communication","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":[0.0008401545,0.0001138153,0.0001365845,0.0001197625,0.0004006829,0.0001019751,0.0007600579,0.00003118166,0.000009220003],"category_scores_gemma":[0.001946208,0.00008298041,0.00006387387,0.0001369978,0.000242937,0.000282873,0.0001334836,0.0000970172,0.00003969094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001866144,"about_ca_system_score_gemma":0.0001375633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001862985,"about_ca_topic_score_gemma":0.00003406524,"domain_scores_codex":[0.9989424,0.0001851981,0.0002608443,0.0002102192,0.000271032,0.0001302669],"domain_scores_gemma":[0.9957885,0.002580035,0.0002954876,0.0004372478,0.0008769981,0.00002179406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001144599,0.0002485479,0.004869471,0.00005744342,0.0004209143,3.831147e-8,0.01707642,0.0002118911,0.001597875,0.05118796,0.03246122,0.8917537],"study_design_scores_gemma":[0.001320319,0.002470432,0.01264764,0.0007132326,0.00006901594,0.0000098875,0.01205139,0.003791437,0.3233448,0.01693437,0.6260298,0.0006176058],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9084947,0.0009405328,0.04294411,0.01284448,0.01736056,0.001722676,0.000005510911,0.0001842262,0.01550325],"genre_scores_gemma":[0.9864385,0.0001260507,0.006770551,0.0002123159,0.0002595212,0.0008372109,0.000007868035,0.000009785539,0.005338269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8911362,"threshold_uncertainty_score":0.3383843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316003323073093,"score_gpt":0.3911121145886974,"score_spread":0.3679520813579664,"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."}}