{"id":"W2791695807","doi":"10.5296/gjes.v4i1.12224","title":"The Effect of Using Blogs to Enhance the Writing Skill of English Language Learners at a Saudi University","year":2018,"lang":"en","type":"article","venue":"Global Journal of Educational Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vocabulary; Test (biology); Psychology; Curriculum; Mathematics education; Sample (material); Quarter (Canadian coin); Computer science; Pedagogy; Linguistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007574947,0.00006984542,0.000159141,0.00002604027,0.0007754429,0.00002153343,0.0001842582,0.00001167161,0.00005298982],"category_scores_gemma":[0.00162659,0.00003920894,0.00008633525,0.00005789634,0.0004334575,0.00006454326,0.00008025829,0.0001114996,0.00000318434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320053,"about_ca_system_score_gemma":0.00005488014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001794071,"about_ca_topic_score_gemma":0.000327735,"domain_scores_codex":[0.9992359,0.0001945808,0.0002017404,0.00006069984,0.0001945704,0.0001124976],"domain_scores_gemma":[0.9980474,0.0009287933,0.0003322709,0.00007082692,0.0005948952,0.00002581046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006456334,0.000132881,0.1008123,0.0001584631,0.00158682,0.000004216008,0.8077983,0.0006502773,0.0008063257,0.04711317,0.02948867,0.01080302],"study_design_scores_gemma":[0.0006289267,0.001344484,0.0176659,0.001020433,0.0003967745,0.00003208627,0.8479872,0.00001716272,0.001696081,0.0005848002,0.1283507,0.000275456],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886066,0.002752258,0.000003122209,0.0009171582,0.0006971261,0.00004508841,0.000007534517,0.000002555943,0.006968537],"genre_scores_gemma":[0.9977586,0.00005146738,0.00007566769,0.00003984713,0.001252579,2.150109e-7,3.170423e-7,0.000002877112,0.0008184004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.098862,"threshold_uncertainty_score":0.5964158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01597301316556923,"score_gpt":0.3232133336842712,"score_spread":0.307240320518702,"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."}}