{"id":"W2022446927","doi":"10.1353/egp.0.0057","title":"&lt;i&gt;The Narrative Pulse of&lt;/i&gt; Beowulf: &lt;i&gt;Arrivals and Departures&lt;/i&gt; (review)","year":2009,"lang":"en","type":"article","venue":"The Journal of English and Germanic Philology","topic":"Medieval Literature and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Narrative; Poetry; Literature; Scholarship; History; Art; Law","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":[0.001933341,0.0004279284,0.001017875,0.000206103,0.0006813816,0.00007108817,0.0006168043,0.0001889886,0.0008980524],"category_scores_gemma":[0.0005023438,0.0002510736,0.0002776246,0.00009790499,0.00109948,0.0003958405,0.00009662891,0.0007284245,0.00001038642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003663609,"about_ca_system_score_gemma":0.0001191892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002182974,"about_ca_topic_score_gemma":0.0002885008,"domain_scores_codex":[0.9969242,0.0007214206,0.001086513,0.0002811931,0.0004679892,0.0005187079],"domain_scores_gemma":[0.9968368,0.0006193362,0.0009362788,0.0004742095,0.000871406,0.0002619158],"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":[0.0008224472,0.000347343,0.000007466062,0.0003631805,0.0006498082,0.0001220275,0.1984116,0.000005219422,0.01270408,0.2691122,0.5098839,0.007570826],"study_design_scores_gemma":[0.001014003,0.00104987,0.0006494325,0.0003594786,0.0006008197,0.0002809588,0.0004699035,0.000007929051,0.00008359054,0.006457939,0.9887232,0.0003029005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1698724,0.6907011,0.00001966585,0.008243324,0.00380412,0.0007567339,0.0001180544,0.00005456662,0.12643],"genre_scores_gemma":[0.9512594,0.03566328,0.00002206627,0.005910044,0.004385057,0.000007630487,0.00001742743,0.00003258926,0.00270252],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.781387,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01429135035785979,"score_gpt":0.2318900624855205,"score_spread":0.2175987121276607,"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."}}