{"id":"W7145037354","doi":"","title":"Blogs for Writing Instruction","year":2015,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preference; Foreign language; Public speaking; Technical writing; English as a foreign language; The Internet; Collaborative writing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001598683,0.0005262432,0.0004657832,0.003724145,0.002092377,0.007320852,0.0009722869,0.0007428731,0.1044015],"category_scores_gemma":[0.01209269,0.000293478,0.0004428179,0.004418395,0.000543479,0.006438481,0.005081674,0.001701709,0.04496481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433223,"about_ca_system_score_gemma":0.001397446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003559199,"about_ca_topic_score_gemma":0.001399902,"domain_scores_codex":[0.9986398,0.0003358383,0.0001267584,0.0001496815,0.0005822628,0.0001656555],"domain_scores_gemma":[0.9898162,0.004045928,0.0008073017,0.002140366,0.001129146,0.00206109],"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":[0.0001593876,0.0006168309,0.002145418,0.0008265315,0.00001003647,0.0003326412,0.002073876,0.00007323037,0.002740176,0.007614561,0.2515169,0.7318905],"study_design_scores_gemma":[0.00004919471,0.0001509464,0.006099762,0.0005439495,0.00001410214,0.0006559151,0.002499063,0.0001709892,0.001335801,0.005530527,0.9829205,0.00002931545],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07839984,0.0149353,0.0376166,0.01100987,0.01061932,0.001396946,0.01321216,0.02616414,0.8066459],"genre_scores_gemma":[0.3246676,0.01444097,0.1294435,0.004583826,0.004499033,0.001784378,0.02685841,0.00630497,0.4874173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1044015,"threshold_uncertainty_score":0.3492578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081730731329019,"score_gpt":0.2870705656755307,"score_spread":0.2062532583622405,"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."}}