{"id":"W3173694828","doi":"10.1353/lan.2021.0028","title":"The Editors' Report","year":2021,"lang":"en","type":"article","venue":"Language","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publication; Workload; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Set (abstract data type); Applied linguistics; Sociology; Linguistics; Computer science; Political science; Medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002039578,0.0000566571,0.0000602205,0.00001044737,0.0004870977,0.0002588242,0.00008287084,0.00001739536,0.004087185],"category_scores_gemma":[0.0002648713,0.00003571476,0.00005274561,0.00001564768,0.00005487551,0.00005047313,0.00003021353,0.0001708119,0.0001661204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007847151,"about_ca_system_score_gemma":0.00002167173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004676098,"about_ca_topic_score_gemma":0.001087069,"domain_scores_codex":[0.9994763,0.00005315476,0.0001036386,0.000113614,0.000107768,0.0001454854],"domain_scores_gemma":[0.9994966,0.0001326043,0.00004018518,0.0002689507,0.00003499548,0.00002663018],"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":[0.000008134518,0.00006352326,0.0004231744,0.00002411828,0.0001195118,0.009128835,0.3740549,0.000003456656,0.001005528,0.1481191,0.3377998,0.1292499],"study_design_scores_gemma":[0.0000561419,0.000004612107,0.00005624805,0.000006272001,0.000006406568,0.00009621407,0.05885896,0.000007218102,0.0003164187,0.00007243315,0.94046,0.00005912123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3810246,0.002915557,0.0000159858,0.001988991,0.00592834,0.00003509999,0.000004522893,0.0001878257,0.6078991],"genre_scores_gemma":[0.6570825,0.000003409039,0.00004160016,0.0006601651,0.02011491,0.000005697607,0.00003848991,0.00001595732,0.3220372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6026602,"threshold_uncertainty_score":0.9968232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009677229270698936,"score_gpt":0.2325524676791789,"score_spread":0.22287523840848,"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."}}