{"id":"W2625836817","doi":"","title":"Why Can't Tertiary Learners Write a 'Decent' Business Letter?","year":2018,"lang":"en","type":"article","venue":"","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); The arts; Test (biology); Quarter (Canadian coin); Globalization; Perception; Psychology; Dream; Higher education; Task (project management); Medical education; Pedagogy; Management; Political science; History; Medicine","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":[0.004657291,0.0003422673,0.0005646201,0.0006082944,0.004208838,0.008888944,0.001410191,0.00301136,0.007135819],"category_scores_gemma":[0.03785177,0.0003124365,0.000366888,0.000650833,0.003601623,0.004081193,0.002365836,0.003629173,0.005224429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001378862,"about_ca_system_score_gemma":0.002873233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004522747,"about_ca_topic_score_gemma":0.008489019,"domain_scores_codex":[0.9960929,0.001275631,0.000251347,0.0003280753,0.001215374,0.0008366518],"domain_scores_gemma":[0.9810023,0.00493039,0.003041206,0.001115363,0.004061081,0.005849536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003560039,0.002042637,0.2340569,0.0008927893,0.00005479694,0.006832496,0.3518076,0.0001945605,0.005797046,0.006324792,0.1017089,0.2899314],"study_design_scores_gemma":[0.00006268053,0.0006544087,0.0764857,0.000746723,0.00004653364,0.005353574,0.8186482,0.0005199196,0.003896832,0.005570269,0.08786697,0.00014815],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9197378,0.001379552,0.001853861,0.05245798,0.0008135231,0.00009190546,0.0001073085,0.0001901547,0.02336795],"genre_scores_gemma":[0.9728826,0.001162001,0.0006831619,0.01198906,0.0001928805,0.00004316785,0.00005680328,0.00005073916,0.01293968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008888944,"threshold_uncertainty_score":0.02463043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635848418584245,"score_gpt":0.2328037277197441,"score_spread":0.2064452435339016,"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."}}