{"id":"W4392194601","doi":"10.5539/ells.v14n1p83","title":"Reviewer Acknowledgements for English Language and Literature Studies, Vol. 14, No. 1","year":2024,"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; 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000769717,0.0005273611,0.0007131133,0.00027707,0.0003013737,0.000548683,0.0001640193,0.0002811532,0.001963408],"category_scores_gemma":[0.02229556,0.0003931946,0.0001862292,0.0005456004,0.0001616546,0.0004301737,0.0001899648,0.0007520101,0.00008646753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004250131,"about_ca_system_score_gemma":0.00001459369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001888337,"about_ca_topic_score_gemma":0.000008536328,"domain_scores_codex":[0.9976424,0.0002501012,0.000436828,0.0009237762,0.0001975078,0.0005494107],"domain_scores_gemma":[0.9914909,0.0006365944,0.000095499,0.0004372874,0.007197973,0.0001417461],"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":[0.00003971981,0.00003010236,0.00001912651,0.001256331,0.0007894631,0.0004534391,0.571813,5.401291e-8,0.00002601981,0.0003714291,0.412747,0.01245427],"study_design_scores_gemma":[0.0009015347,0.00016675,0.00003831865,0.002300929,0.0001928409,0.00001290665,0.3676037,0.000004218206,0.00003127751,0.00004702068,0.6283029,0.0003976378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1036212,0.8622161,0.000008114998,0.00007579009,0.02851248,0.0006091957,0.0002856448,0.000385559,0.004286022],"genre_scores_gemma":[0.2319844,0.05622433,0.002530061,0.01528053,0.1372676,0.002178887,0.002788745,0.0005684916,0.551177],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8059917,"threshold_uncertainty_score":0.999852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391794593333379,"score_gpt":0.3364537151783966,"score_spread":0.3225357692450628,"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."}}