{"id":"W4401156624","doi":"10.7765/9781526185815.00010","title":"Secrets and discoveries","year":2024,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fantasy; Girl; Perspective (graphical); Realism; Literature; Mode (computer interface); Aesthetics; Fictional universe; Life writing; Art; Sociology; Psychology; Narrative; Visual arts; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.00002857734,0.0003498667,0.0002873961,0.0000910684,0.000219548,0.0004333247,0.0002334424,0.0002177121,0.0003266345],"category_scores_gemma":[0.00000130328,0.0003466994,0.0001179928,0.000001557396,0.0006686032,0.0001735311,0.0005368475,0.0004195096,0.00001428941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008814021,"about_ca_system_score_gemma":0.00002157998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003512357,"about_ca_topic_score_gemma":0.00008906034,"domain_scores_codex":[0.9990786,0.000007945162,0.0001201922,0.0004285627,0.0001798525,0.0001848876],"domain_scores_gemma":[0.9994329,0.0000275013,0.00007067473,0.0003318654,0.00005787085,0.0000791567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003591196,0.000001866435,9.348095e-7,0.0002301942,0.0001527997,0.0002459476,0.01435301,5.43069e-8,3.890765e-7,0.9686912,0.01586421,0.0004235378],"study_design_scores_gemma":[0.00009864006,0.00003641949,9.808217e-7,0.0003010273,0.0002377748,0.00001002155,0.000436067,0.000001537987,0.000004111263,0.01232393,0.9861736,0.0003759154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003412366,0.001023372,0.000002630557,0.00003345938,0.00117567,0.000190528,0.0007445514,0.0001707679,0.9966249],"genre_scores_gemma":[0.002133998,0.00005585909,0.00001871942,0.0001103867,0.0006913577,6.168575e-7,0.00005902335,0.00004954451,0.9968805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9703094,"threshold_uncertainty_score":0.9998985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02089707238939699,"score_gpt":0.1771706564405226,"score_spread":0.1562735840511256,"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."}}