{"id":"W7025623275","doi":"","title":"What Violently Elects Us: Filiation, Ethics, and War in the Contemporary British Novel","year":2012,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jackman Humanities Institute, University of Toronto","keywords":"Trope (literature); Analogy; Inheritance (genetic algorithm); Theme (computing); Temporality; Representation (politics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004158233,0.0001764949,0.0002949957,0.00004472721,0.0004340961,0.0001853096,0.0002614276,0.0002495435,0.004226401],"category_scores_gemma":[0.00003682874,0.0002000943,0.00009599742,0.0000198688,0.0001790894,0.002020031,0.00002720068,0.0005007114,0.000005263337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007807131,"about_ca_system_score_gemma":0.0001813618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2484874,"about_ca_topic_score_gemma":0.8124059,"domain_scores_codex":[0.9990163,0.0001293524,0.0001385201,0.000230853,0.0003060657,0.0001789243],"domain_scores_gemma":[0.9990973,0.0001376773,0.000181691,0.000192429,0.0003404421,0.00005049565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001289904,0.0001753803,0.0001792657,0.0004009578,0.0000807083,0.00002339309,0.9462363,5.154663e-8,0.00005661725,0.03718416,0.01125828,0.004275858],"study_design_scores_gemma":[0.0007819051,0.0001132516,0.1029202,0.00115814,0.00009628281,0.000004145602,0.7422496,0.000007289811,0.000007336412,0.0002572137,0.1520432,0.0003614491],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2468789,0.08119591,0.000006761513,0.00237139,0.001504897,0.0005964027,0.0001339293,0.00004703517,0.6672648],"genre_scores_gemma":[0.9600243,0.001941337,0.00001620097,0.0003224646,0.0001936342,9.343458e-7,0.0005658789,0.00001506025,0.03692021],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7131453,"threshold_uncertainty_score":0.9966839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03097138729321018,"score_gpt":0.2455706827906097,"score_spread":0.2145992954973995,"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."}}