{"id":"W4401517119","doi":"10.29173/jjs133","title":"Reviews","year":2024,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0005403642,0.0001000647,0.0003985601,0.0001639484,0.00009887205,0.0001627592,0.0001329727,0.00001443572,0.0005788198],"category_scores_gemma":[0.0001676019,0.00005730246,0.0003423775,0.00006305856,0.0001352124,0.000297079,0.00003255916,0.0001932335,0.0001155638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003996167,"about_ca_system_score_gemma":0.00001825774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001148724,"about_ca_topic_score_gemma":0.00002594566,"domain_scores_codex":[0.9991168,0.00004698299,0.0005012988,0.00007501458,0.0001615479,0.00009837235],"domain_scores_gemma":[0.9993784,0.0001203309,0.0001544227,0.0001000555,0.0002198943,0.00002687267],"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":[0.000009870227,0.00002169594,0.00001496761,0.0002515166,0.001055866,0.0001201202,0.07234661,0.000001318826,0.00005116405,0.1503205,0.7584184,0.01738795],"study_design_scores_gemma":[0.0000467523,0.00007003426,0.000002735289,0.000492555,0.0002727738,0.00003285454,0.003281411,0.000003863662,0.00002930033,0.008101976,0.9876021,0.00006363387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005360504,0.9364901,0.00003627528,0.004677613,0.006716234,0.00007067042,0.000007774495,0.00003615384,0.04660464],"genre_scores_gemma":[0.8200633,0.04296719,0.001131151,0.001261407,0.01241746,0.000008695235,0.000001344065,0.00004140399,0.1221081],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8935229,"threshold_uncertainty_score":0.6337671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0743513440537111,"score_gpt":0.3338848244894446,"score_spread":0.2595334804357335,"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."}}