{"id":"W7106480724","doi":"10.1007/978-3-032-03367-3_5","title":"Saving Orwell Twice (1936–1938)","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"World Wars: History, Literature, and Impact","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre","funders":"","keywords":"Schism; Drama; Narrative; Advice (programming); Character (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004315373,0.000482232,0.0001833189,0.001243389,0.002875271,0.002667141,0.0004688918,0.001221911,0.06407334],"category_scores_gemma":[0.0009632403,0.0001911699,0.0002044901,0.002276776,0.001197342,0.002648148,0.0020453,0.001864507,0.01242921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002706763,"about_ca_system_score_gemma":0.001339438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02360915,"about_ca_topic_score_gemma":0.1021576,"domain_scores_codex":[0.9998279,0.00003062405,0.000007490945,0.00002526495,0.00005373268,0.00005491859],"domain_scores_gemma":[0.9998946,0.00001928199,0.00001558795,0.00001020472,0.00002969311,0.00003060714],"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":[0.0001166444,0.00002782896,0.0008684025,0.0001850131,0.000008186781,0.0003313148,0.0069764,0.00009605356,0.0002414082,0.1036919,0.7097896,0.1776673],"study_design_scores_gemma":[9.559918e-7,0.000002754185,0.0008875598,0.00005928444,8.44543e-7,0.00002961559,0.0003657231,0.000003005732,0.0000517276,0.0006068547,0.99799,0.000001743753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02042583,0.06895559,0.0004650157,0.01958251,0.02239654,0.00004596992,0.001983413,0.00007833324,0.8660668],"genre_scores_gemma":[0.04594534,0.01310029,0.0001933764,0.001361685,0.001677937,0.0000310922,0.0003201382,0.00006812444,0.937302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06407334,"threshold_uncertainty_score":0.2143466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834169737393677,"score_gpt":0.2772810909437748,"score_spread":0.2589393935698381,"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."}}