{"id":"W4411061562","doi":"10.29173/jjs142","title":"Reviews","year":2025,"lang":"en","type":"article","venue":"Journal of Juvenilia Studies","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0003668518,0.0001047128,0.0004241358,0.0000967646,0.0001922341,0.0000580099,0.0001788752,0.00002232917,0.0001543979],"category_scores_gemma":[0.0005051933,0.00006665722,0.0001742827,0.0000616929,0.0001925277,0.0001654859,0.00006294087,0.0001820117,0.000008618103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007723016,"about_ca_system_score_gemma":0.00003365698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001543078,"about_ca_topic_score_gemma":0.00003209713,"domain_scores_codex":[0.9991346,0.0000441735,0.0005084121,0.00006743209,0.0001342951,0.0001111168],"domain_scores_gemma":[0.999026,0.00008517127,0.0002547567,0.0001203604,0.0004915227,0.00002217951],"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":[0.0000220337,0.00002115148,0.0002036641,0.00007504442,0.0002049152,0.00001468954,0.01062721,3.610081e-7,0.000007201316,0.3248267,0.6607974,0.003199629],"study_design_scores_gemma":[0.000137499,0.00006285352,0.00004723321,0.0003651238,0.00008806596,0.00000851295,0.003934727,2.14218e-7,0.00002603725,0.008997232,0.9862759,0.00005666323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004313341,0.4109591,0.00001900528,0.003691556,0.0157853,0.0001633056,0.00001103502,0.00002294624,0.5650344],"genre_scores_gemma":[0.6904172,0.03265391,0.002425343,0.008937927,0.008501627,0.00002336958,0.000002421288,0.00003157151,0.2570066],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6861039,"threshold_uncertainty_score":0.2718203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05445481635716005,"score_gpt":0.3472784546394737,"score_spread":0.2928236382823137,"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."}}