{"id":"W4250464526","doi":"10.5539/ells.v8n4p119","title":"Reviewer Acknowledgements for English Language and Literature Studies, Vol. 8, No. 4","year":2018,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Computer science; English language; Natural language processing; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.09682035,0.003982406,0.01297137,0.01525313,0.006304454,0.009834879,0.008539925,0.01488718,0.07037653],"category_scores_gemma":[0.6660879,0.002694963,0.007301706,0.007920773,0.004759822,0.01013945,0.006622419,0.01120317,0.03553268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009032649,"about_ca_system_score_gemma":0.02099677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009530134,"about_ca_topic_score_gemma":0.01360733,"domain_scores_codex":[0.8878781,0.03031006,0.03610666,0.006573453,0.03612251,0.003009233],"domain_scores_gemma":[0.1368057,0.04515005,0.02830936,0.01255278,0.7712744,0.005907708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001328595,0.000009934008,0.0002596015,0.007388008,0.00007813524,0.0001859495,0.0007126514,0.00002491234,0.0001883974,0.0004223244,0.9785208,0.01207658],"study_design_scores_gemma":[0.001422663,0.00007153133,0.002145397,0.05518547,0.0007445842,0.001451661,0.003059129,0.0008018004,0.0008727569,0.005234577,0.9285738,0.0004365337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001131289,0.01744057,0.006001937,0.2498294,0.6939858,0.01332335,0.007825658,0.001605339,0.008856645],"genre_scores_gemma":[0.02975047,0.02541389,0.02873189,0.3301076,0.3443304,0.1207441,0.00729593,0.00564633,0.1079794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9296235,"threshold_uncertainty_score":0.5120411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488419171919322,"score_gpt":0.3373863135543034,"score_spread":0.3225021218351102,"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."}}