{"id":"W2807339761","doi":"","title":"Metaphor Detection by Deep Learning and the Place of Poetic Metaphor in Digital Humanities.","year":2018,"lang":"en","type":"article","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Metaphor; Poetry; Digital humanities; Art; Humanities; Computer science; Philosophy; Literature; Linguistics","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":[0.0008918126,0.0003257388,0.0002105533,0.001837344,0.0006041955,0.001884876,0.0005509394,0.0006384261,0.002948266],"category_scores_gemma":[0.006208675,0.0001861975,0.0003356343,0.001449746,0.001576935,0.004041485,0.001387272,0.001301583,0.0004339174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008519068,"about_ca_system_score_gemma":0.0004596607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872309,"about_ca_topic_score_gemma":0.003818101,"domain_scores_codex":[0.999663,0.0001857764,0.00001336184,0.00006546708,0.00004039481,0.00003198382],"domain_scores_gemma":[0.9984266,0.001091921,0.0001608852,0.0001221518,0.0001140804,0.00008443559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002853664,0.000218448,0.02377578,0.0007212509,0.0001542622,0.0005435938,0.005039844,0.04846075,0.008451963,0.2251036,0.01458722,0.672658],"study_design_scores_gemma":[0.00001720594,0.0000700763,0.009324934,0.0001886891,0.00003981006,0.0003923032,0.002370064,0.5855101,0.004375955,0.3752138,0.02245699,0.0000399809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2740505,0.005048292,0.6767107,0.006568209,0.0004351833,0.0001045941,0.0008205728,0.001152914,0.03510905],"genre_scores_gemma":[0.9243411,0.0006793815,0.07098107,0.0002356642,0.00005362475,0.00003740206,0.0002888349,0.00004351512,0.003339275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002948266,"threshold_uncertainty_score":0.0098629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244854930585807,"score_gpt":0.196586382347157,"score_spread":0.1841378330412989,"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."}}