{"id":"W7009990133","doi":"","title":"Fourth quarter 2022 concludes a record year for Elkem\\n\\n\\nUSA - English\\n\\n\\n\\n\\n\\nUSA - English\\n\\n\\n\\n","year":2023,"lang":"en","type":"other","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Table (database); Work (physics)","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009070618,0.001587841,0.001902075,0.001389351,0.0008590057,0.001343663,0.001681935,0.001054562,0.036274],"category_scores_gemma":[0.008057762,0.001556134,0.001254932,0.0002438695,0.000850999,0.0004976256,0.0006039888,0.001072443,0.00368794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003514742,"about_ca_system_score_gemma":0.0002939413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007487087,"about_ca_topic_score_gemma":0.06552272,"domain_scores_codex":[0.9934919,0.0002154172,0.001252389,0.001996242,0.001234664,0.001809356],"domain_scores_gemma":[0.9933739,0.0006904671,0.0009493904,0.001727495,0.002685796,0.0005729551],"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":[0.0001109551,0.000247151,0.0008896459,0.0004940982,0.0008820003,0.00005417792,0.02924527,6.375121e-7,4.423403e-7,0.02634507,0.9407874,0.0009431291],"study_design_scores_gemma":[0.002373663,0.000349861,0.00001418819,0.0003551541,0.0006467423,4.365708e-7,0.04003328,0.00004618142,0.0000131233,0.001395433,0.9527899,0.001982054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002363075,0.0007359383,0.0002549115,0.00005897154,0.118449,0.002547873,0.00564061,0.006361428,0.865715],"genre_scores_gemma":[0.001282156,0.000662781,0.001003902,0.000697643,0.1438728,0.0003328071,0.001072891,0.002768901,0.8483061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05803563,"threshold_uncertainty_score":0.999693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536004579955732,"score_gpt":0.2305295692416858,"score_spread":0.2051695234421285,"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."}}