{"id":"W3096033843","doi":"10.33262/concienciadigital.v3i3.1.1388","title":"Communicative language teaching to develop the writing skill in EFL","year":2020,"lang":"es","type":"article","venue":"ConcienciaDigital","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00184027,0.0001521127,0.0001788559,0.00005037537,0.0008425321,0.0007880533,0.001116087,0.00006614195,0.00006943783],"category_scores_gemma":[0.01115086,0.0001223416,0.00004674244,0.001137697,0.0003266039,0.001507126,0.0003672584,0.0005812902,0.0004332972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593317,"about_ca_system_score_gemma":0.0007803661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001019878,"about_ca_topic_score_gemma":0.000184262,"domain_scores_codex":[0.9978713,0.0005810689,0.0003705796,0.0003083967,0.0004328176,0.0004358349],"domain_scores_gemma":[0.9967113,0.002482078,0.0001740853,0.0002369549,0.0001504766,0.0002451262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001785482,0.00009345815,0.0325686,0.00001571104,0.00001493321,0.0000120392,0.90281,0.00001290804,0.0001176856,0.01525251,0.001613753,0.04747054],"study_design_scores_gemma":[0.0002743823,0.0001029573,0.1361311,0.0001881205,0.00001676352,0.000004383688,0.6944979,0.0002304372,0.0001384661,0.0002847893,0.167706,0.0004246459],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101976,0.0004066883,0.00002463975,0.0326701,0.0001579901,0.0002721126,0.00002494665,0.00003246777,0.1562135],"genre_scores_gemma":[0.9861953,0.00002377,0.000418961,0.0124847,0.0005304976,0.00001912296,0.00001007694,0.00001104727,0.0003065749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083121,"threshold_uncertainty_score":0.9971786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04591693597279917,"score_gpt":0.3895945170771481,"score_spread":0.3436775811043489,"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."}}