{"id":"W4388813572","doi":"10.5430/elr.v12n2p82","title":"Reviewer Acknowledgements for English Linguistics Research, Vol. 12, No. 2","year":2023,"lang":"en","type":"article","venue":"English Linguistics Research","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Sociology; Media studies; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009354921,0.0003704371,0.0005320518,0.001221646,0.003010812,0.0008491836,0.001004022,0.0001900403,0.002156368],"category_scores_gemma":[0.9305586,0.0003362358,0.000301838,0.0008695516,0.00162405,0.00005484093,0.0008535309,0.001650622,0.002555064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151146,"about_ca_system_score_gemma":0.0002501792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001159183,"about_ca_topic_score_gemma":0.0007172095,"domain_scores_codex":[0.9938396,0.000618083,0.0007129977,0.0008647514,0.001930143,0.002034419],"domain_scores_gemma":[0.4155715,0.004945266,0.0001213056,0.001101965,0.5778621,0.000397835],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000554374,0.0001741073,0.000129378,0.001169837,0.0001496599,0.00001792698,0.04596366,0.000001599808,4.386782e-7,0.06827484,0.8835024,0.0005607579],"study_design_scores_gemma":[0.0006493332,0.0003774308,0.00002661169,0.0004591347,0.00003630228,6.174631e-9,0.01354498,0.0001259054,0.00004047574,0.007034387,0.9773239,0.0003815637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003722352,0.003111356,0.000006625438,0.00001546423,0.1826939,0.001842735,0.0006116142,0.0006946843,0.8106514],"genre_scores_gemma":[0.02961865,0.003418489,0.0005645461,0.0001371409,0.7050586,0.00118816,0.0005959492,0.0002660962,0.2591523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9212037,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1658688893908375,"score_gpt":0.4056294784000606,"score_spread":0.2397605890092231,"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."}}