{"id":"W1966655148","doi":"10.1093/notesj/gjm037","title":"A. C. SPEARING, Textual Subjectivity: The Encoding of Subjectivity in Medieval Narratives and Lyrics.","year":2007,"lang":"en","type":"article","venue":"Notes and Queries","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Subjectivity; Lyrics; Narrative; Literature; Encoding (memory); History; Art; Philosophy; Computer science; Epistemology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005946224,0.00008442844,0.0001359298,0.00005798908,0.0002132002,0.00006140582,0.00003604255,0.0000294062,0.00006397819],"category_scores_gemma":[0.0003070306,0.00005629081,0.00001897034,0.00003073181,0.0004974753,0.00009391209,0.00004792738,0.0001057195,4.1357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001106757,"about_ca_system_score_gemma":0.00001501694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003331006,"about_ca_topic_score_gemma":0.03882801,"domain_scores_codex":[0.9994669,0.0000343883,0.0001416217,0.0001198011,0.00009659461,0.0001406963],"domain_scores_gemma":[0.9994532,0.0003443293,0.00006168675,0.00006836739,0.00004896286,0.00002345739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00007282312,0.00004946735,0.05693694,0.00006035185,0.00001917836,0.000009603532,0.2353177,0.000001034117,0.0009450121,0.6990607,0.00002289908,0.007504337],"study_design_scores_gemma":[0.001205146,0.0006180817,0.6205744,0.0002339015,0.00005405123,0.00002540178,0.2847257,0.0003691807,0.006001072,0.03614446,0.04936017,0.0006884282],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974346,0.001077109,0.0001250476,0.0001126218,0.0001482634,0.0000779211,0.000008840232,0.00001183422,0.02409231],"genre_scores_gemma":[0.9993519,0.00006291421,0.00006578866,0.00002888628,0.0003297826,0.000001497982,0.000001598175,0.000005663992,0.0001519823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6629162,"threshold_uncertainty_score":0.9787109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301290451885576,"score_gpt":0.2515043046593993,"score_spread":0.2284914001405435,"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."}}