{"id":"W4293108467","doi":"10.5406/23288612.28.1.01","title":"From the Editors","year":2022,"lang":"en","type":"article","venue":"Journal of Appalachian Studies","topic":"American Political and Social Dynamics","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Queer; Media studies; Wish; Sociology; Indigenous; Library science; Art history; History; Gender studies; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002041666,0.0000670974,0.0001953604,0.00002129787,0.0009022633,0.00003404602,0.0002013987,0.000005850017,0.0005332932],"category_scores_gemma":[0.00008149349,0.00003796308,0.0001344623,0.00002564114,0.0004646463,0.00005484128,0.0001225266,0.0002764288,0.000007198099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005636535,"about_ca_system_score_gemma":0.00003773316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000159676,"about_ca_topic_score_gemma":0.00004011575,"domain_scores_codex":[0.9992197,0.0000923191,0.0002334547,0.00004762981,0.0002848667,0.0001220101],"domain_scores_gemma":[0.9992434,0.0003643463,0.0001921344,0.00006196451,0.0001045058,0.00003358669],"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":[0.00002871614,0.00006454169,0.0005089513,0.000003353344,0.0004566919,0.00001739141,0.1806097,0.00002076438,0.000001508757,0.2009325,0.6159702,0.001385641],"study_design_scores_gemma":[0.00009429685,0.0001104807,0.0002859275,0.000004327722,0.00004637907,0.000002464074,0.2649089,0.000006422317,2.462568e-7,0.01990682,0.7145885,0.00004525014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7186455,0.008313573,0.00005021594,0.1159601,0.04730789,0.0002284777,0.0004654752,0.00005824181,0.1089706],"genre_scores_gemma":[0.9544634,0.00005460444,0.00003744736,0.0020196,0.04016053,0.000004178681,0.000001330427,0.000009387051,0.003249579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2358179,"threshold_uncertainty_score":0.6939571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381908927202359,"score_gpt":0.2675398123927906,"score_spread":0.233720723120767,"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."}}