{"id":"W2942388427","doi":"10.1093/oso/9780195126013.003.0025","title":"Creative Expression and Communication of Emotions in the Visual and Narrative Arts","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Romanticism; The arts; Politics; Art; Narrative; Literature; Erasmus+; Expression (computer science); History; Art history; Visual arts; The Renaissance","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001033069,0.0001188838,0.0001615437,0.00005289394,0.0002737684,0.00004748336,0.00006366056,0.00006069889,0.002142144],"category_scores_gemma":[0.000006208511,0.00006790918,0.00002679877,0.000003673613,0.000438483,0.0001060612,0.00004759891,0.0001601459,0.000005923067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004416761,"about_ca_system_score_gemma":0.000003325748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002365715,"about_ca_topic_score_gemma":0.0004614337,"domain_scores_codex":[0.9995779,0.00004985434,0.0001384917,0.0001027181,0.00008054883,0.00005043588],"domain_scores_gemma":[0.9996195,0.0001022016,0.00009485496,0.0001174371,0.00005147721,0.00001448141],"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":[0.00000510716,0.00002054975,6.751375e-7,0.00001047578,0.000009443057,4.187468e-7,0.2209679,4.689732e-8,0.00001729331,0.7748738,0.003684149,0.0004101267],"study_design_scores_gemma":[0.0005002148,0.0004112874,0.00009946404,0.0009834052,0.00006877224,0.000006557467,0.1498274,0.00002472672,0.00008862663,0.2116021,0.6360267,0.0003607386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004648691,0.0006379594,0.000002681476,0.0003649587,0.00001606481,0.0001861662,0.00001496305,0.000009150511,0.9941193],"genre_scores_gemma":[0.4863827,0.0004414344,0.00001616677,0.0001414691,0.00006094933,0.000006555008,0.00002739996,0.000008459965,0.5129148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6323426,"threshold_uncertainty_score":0.9987701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05905277794536629,"score_gpt":0.2803426152080419,"score_spread":0.2212898372626756,"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."}}