{"id":"W2281047168","doi":"10.5539/elt.v9n3p139","title":"Comparing the Effects of Four Instructional Treatments on EFL Students’ Achievement in Writing Classified Ads","year":2016,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Task (project management); Reading (process); Test (biology); Set (abstract data type); Test of English as a Foreign Language; English language; Computer science; Linguistics","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":[0.0009768036,0.0001105224,0.000179186,0.0001309721,0.0004048169,0.00003141335,0.0003450529,0.00005450023,0.00001264006],"category_scores_gemma":[0.002195699,0.00007121408,0.00004511215,0.0001546525,0.0001631424,0.0001369588,0.0001061383,0.0002674866,0.000005548934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004344467,"about_ca_system_score_gemma":0.00004015329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005965483,"about_ca_topic_score_gemma":0.0007416017,"domain_scores_codex":[0.9985402,0.0003410712,0.0002350249,0.0002041749,0.0004126557,0.000266932],"domain_scores_gemma":[0.998652,0.0009577481,0.0001376862,0.0001938416,0.00002724921,0.00003142136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002080917,0.0002928824,0.5416282,0.00002203663,0.0001089856,0.000008567657,0.3368111,0.000006064134,0.003828028,0.01828169,0.0001628902,0.09882879],"study_design_scores_gemma":[0.002087391,0.0001174627,0.7070699,0.0005966869,0.00003322649,6.957777e-7,0.2842251,0.000003013496,0.003801109,0.0004233434,0.001415158,0.0002268826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899262,0.0001111429,0.00004824077,0.0004226693,0.0006448425,0.0002919353,0.000001612476,0.0002277355,0.008325623],"genre_scores_gemma":[0.9985349,0.00002022263,0.0003230647,0.0000527043,0.0002715384,0.00007071935,9.915653e-7,0.00000986853,0.0007159772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654417,"threshold_uncertainty_score":0.3113566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383493290852267,"score_gpt":0.3364852707181055,"score_spread":0.3126503378095828,"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."}}