{"id":"W2807734228","doi":"","title":"Alchemy and Exemplary Narrative in Middle English Poetry","year":2018,"lang":"en","type":"dissertation","venue":"Durham e-Theses (Durham University)","topic":"Diverse Historical and Scientific Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; University of Oxford; University of Cambridge; Harvard University; University of Missouri","keywords":"Alchemy; Poetry; Literature; Vernacular; Narrative; Art; Middle English; Fifteenth; Reading (process); History; Classics; Philosophy; Linguistics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001326277,0.0004048574,0.0005295612,0.0007833468,0.0009228105,0.0001771468,0.0003742712,0.0002219108,0.002618954],"category_scores_gemma":[0.0001156133,0.0004033817,0.0001619881,0.000267322,0.0005997086,0.000452907,0.0001371199,0.0003489978,0.0001223929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249339,"about_ca_system_score_gemma":0.00009363662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006682923,"about_ca_topic_score_gemma":0.008803618,"domain_scores_codex":[0.9982294,0.00007335767,0.0002541681,0.0006968044,0.0003372446,0.0004089859],"domain_scores_gemma":[0.9988989,0.0001150991,0.0001978197,0.0002510334,0.0004031716,0.000133932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004217889,0.0003389737,0.0003197037,0.0003334643,0.0002549758,0.0003476054,0.8610532,5.085342e-7,0.00003484631,0.06555024,0.07015571,0.001188992],"study_design_scores_gemma":[0.0003771964,0.00007856105,0.0003442293,0.0001896386,0.00006722442,7.466712e-7,0.2887155,0.000003035949,0.00003164107,0.0002585783,0.7095425,0.0003912672],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3476278,0.0004890306,4.461486e-7,0.00003960938,0.00314665,0.0002232419,0.0001129775,0.00009743018,0.6482628],"genre_scores_gemma":[0.2689027,0.0002922023,0.00003321546,0.00007293666,0.0005634865,0.000003863374,0.0002960594,0.00003517876,0.7298004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6393867,"threshold_uncertainty_score":0.9998418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03370810240285143,"score_gpt":0.1929275067584905,"score_spread":0.159219404355639,"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."}}