{"id":"W2560037267","doi":"10.5539/elt.v10n1p39","title":"Social Network Sites Effectiveness from EFL Students’ Viewpoints","year":2016,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Viewpoints; Perception; Social psychology; Likert scale; Social network (sociolinguistics); Social media; Developmental psychology","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":[0.002585324,0.0001907304,0.0002880038,0.00006252687,0.001117494,0.0001563976,0.0008313353,0.0002640735,0.0002600037],"category_scores_gemma":[0.003141299,0.0001506162,0.000115059,0.0001524139,0.0002437947,0.0003833796,0.0002351898,0.0004724753,0.0001337603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032462,"about_ca_system_score_gemma":0.00004054418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291296,"about_ca_topic_score_gemma":0.0006360171,"domain_scores_codex":[0.9968672,0.001344716,0.0001981983,0.0003536561,0.000579942,0.000656298],"domain_scores_gemma":[0.9988394,0.0006217354,0.000129382,0.0002566664,0.00003741734,0.0001153607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007590043,0.0002528166,0.6115715,0.000017419,0.0001610379,0.00007905178,0.262456,0.000001022437,0.00479267,0.004758018,0.005824557,0.1100101],"study_design_scores_gemma":[0.01000305,0.0002124314,0.7468127,0.002134883,0.0002843751,0.000002489961,0.1726307,0.000004742134,0.006010879,0.0173233,0.04192479,0.002655645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877898,0.0002745268,0.0004632293,0.0004091624,0.0007561545,0.0002894826,0.00001448179,0.0008681694,0.009135035],"genre_scores_gemma":[0.9958927,0.00001118189,0.0003228403,0.0002311166,0.002804268,0.00001443569,0.000007726694,0.0000332179,0.0006825043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1352412,"threshold_uncertainty_score":0.8594973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257128929453691,"score_gpt":0.3360753954203661,"score_spread":0.3235041061258292,"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."}}