{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004715712,0.0005908441,0.0004090011,0.001882571,0.001150282,0.004673158,0.0009262096,0.0009223185,0.008432476],"category_scores_gemma":[0.01904793,0.0001664468,0.0003137741,0.001185889,0.002077297,0.002371742,0.003008484,0.001212371,0.001452262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181421,"about_ca_system_score_gemma":0.004298892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054919,"about_ca_topic_score_gemma":0.001906439,"domain_scores_codex":[0.9950435,0.003264314,0.0002259963,0.0003273586,0.0008964789,0.0002423575],"domain_scores_gemma":[0.9859002,0.01005898,0.001028585,0.0008042151,0.001347758,0.0008601191],"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":[0.0002049366,0.00176953,0.02528502,0.002365784,0.0000530036,0.001479949,0.1222252,0.001715315,0.01492309,0.08045661,0.0049152,0.7446063],"study_design_scores_gemma":[0.0004386841,0.003683188,0.1833632,0.006213985,0.0003039337,0.005386552,0.2129956,0.01379364,0.05228192,0.1853641,0.3358805,0.0002948004],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7285876,0.002565803,0.05006197,0.003299311,0.0002053644,0.0007006273,0.0001364676,0.0005310932,0.2139118],"genre_scores_gemma":[0.9507432,0.0008048984,0.02884786,0.0003603711,0.00003259787,0.0003825328,0.00006275356,0.00005766086,0.01870812],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008432476,"threshold_uncertainty_score":0.02820945,"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."}}