{"id":"W4234398079","doi":"10.5539/ells.v6n3p118","title":"Reviewer Acknowledgements for English Language and Literature Studies, Vol. 6, No. 3","year":2016,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; English language; Computer science; Philosophy","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","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006873514,0.0004392883,0.0006324214,0.0001394491,0.0006914921,0.0005132096,0.0001455253,0.0001190001,0.0001905603],"category_scores_gemma":[0.03828102,0.0002546835,0.0001312311,0.00008808482,0.0002861369,0.0005815588,0.0001905359,0.0004071089,0.00002093184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003527609,"about_ca_system_score_gemma":0.00001058182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002867675,"about_ca_topic_score_gemma":0.00007256547,"domain_scores_codex":[0.9982749,0.0001786352,0.0003460824,0.0005727127,0.0001842796,0.0004433627],"domain_scores_gemma":[0.9895106,0.0005368213,0.0001397164,0.000306708,0.009406408,0.00009974692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002587091,0.00002668713,0.00008871387,0.000745073,0.0003414451,0.00002635243,0.6998528,1.840088e-8,0.00001974046,0.001156883,0.286938,0.01077846],"study_design_scores_gemma":[0.0008400853,0.0001452616,0.00001179274,0.002892557,0.0001008406,7.300049e-7,0.2669113,7.020343e-7,0.00002621155,0.0001060821,0.728645,0.0003194108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2253385,0.7478148,0.000004644662,0.0001583705,0.01892272,0.0006029028,0.0003910369,0.0003390954,0.00642794],"genre_scores_gemma":[0.3267426,0.04741741,0.0009017736,0.001644476,0.1268154,0.0005170028,0.0003598823,0.0002213315,0.4953802],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7003974,"threshold_uncertainty_score":0.9999905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714848130062008,"score_gpt":0.2833069548031101,"score_spread":0.2661584735024901,"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."}}