{"id":"W2184641620","doi":"10.18806/tesl.v32i2.1208","title":"The Effect of Writing Task and Task Conditions on Colombian EFL Learners’ Language Use","year":2015,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Canada Research Chairs; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Operationalization; Paragraph; Task (project management); Second language writing; Psychology; Humanities; Linguistics; Pedagogy; Second language; Computer science; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001763894,0.0005867145,0.0005936867,0.0007847968,0.0007420257,0.00222666,0.0003681052,0.0003900245,0.00250575],"category_scores_gemma":[0.01498319,0.0002226249,0.0001902765,0.0005051796,0.0005705109,0.0007931462,0.001258251,0.0004186658,0.0006360075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006840044,"about_ca_system_score_gemma":0.0004838535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004515962,"about_ca_topic_score_gemma":0.009658286,"domain_scores_codex":[0.9979517,0.0007481574,0.0002899805,0.0004470357,0.0003641506,0.0001989424],"domain_scores_gemma":[0.9851537,0.009830521,0.002363662,0.0006252466,0.001304821,0.0007219944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001645565,0.002007165,0.5554661,0.001158008,0.00009528226,0.001443399,0.141213,0.0005349203,0.09498569,0.00028031,0.001021527,0.200149],"study_design_scores_gemma":[0.00005649606,0.001120384,0.9370259,0.0001299297,0.0000534772,0.0004591129,0.04614796,0.0006467281,0.007743633,0.0002776321,0.006272466,0.00006638794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985579,0.00008279747,0.0001586147,0.0000205589,0.000003453693,0.00001680582,0.00003451805,0.00001109858,0.001114255],"genre_scores_gemma":[0.997681,0.00008569851,0.000851967,0.00002401322,0.000005398408,0.00005746003,0.00008222735,0.00001508369,0.001197224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004515962,"threshold_uncertainty_score":0.009328485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136709820754248,"score_gpt":0.2457077597475302,"score_spread":0.2243406615399877,"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."}}