{"id":"W4412440291","doi":"10.58564/ma.v15i39.1842","title":"Re-writing History in Jane Urquhart’s The Whirlpool","year":2025,"lang":"en","type":"article","venue":"مداد الآداب","topic":"Contemporary Literature and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Art; Calculus (dental); Art history; Mathematics education; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002609303,0.0001183642,0.0001499016,0.0001094653,0.0001671123,0.0001288836,0.0002039969,0.00004137306,0.00233355],"category_scores_gemma":[0.00004145321,0.00008723216,0.00007065025,0.00004508847,0.0001340317,0.0001984784,0.00004938862,0.0002563922,0.00007604568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008500008,"about_ca_system_score_gemma":0.00008054123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001922668,"about_ca_topic_score_gemma":0.002271256,"domain_scores_codex":[0.9991683,0.00006639765,0.0002607652,0.000184713,0.0001118031,0.0002080018],"domain_scores_gemma":[0.9994738,0.0001387777,0.00003455347,0.0002726454,0.00005622292,0.00002398668],"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":[0.00001324488,0.00003800636,0.0002013621,0.00003308245,0.00001237533,0.00002280951,0.02495466,2.623193e-7,0.00003098798,0.7220476,0.2496114,0.003034207],"study_design_scores_gemma":[0.000235947,0.00001706472,0.0004495367,0.0001185072,0.00001235793,6.261045e-7,0.00820664,0.00003403139,0.00002081749,0.004346279,0.9864528,0.0001054328],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02007053,0.009950053,0.00000687993,0.007932846,0.001195654,0.0001796022,0.00000741986,0.00006922896,0.9605878],"genre_scores_gemma":[0.8568937,0.00001028857,0.000007151744,0.007435296,0.0004377305,0.00002927534,0.00001029909,0.000009033712,0.1351673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8368231,"threshold_uncertainty_score":0.9985784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02858604245846518,"score_gpt":0.2249638658699609,"score_spread":0.1963778234114958,"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."}}