{"id":"W4249354028","doi":"10.1145/961511.961612","title":"Computer science and the arts","year":2003,"lang":"en","type":"article","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"The arts; sort; Computer science; Mathematics education; Multimedia; Visual arts; Psychology; Art; Information retrieval","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":[],"consensus_categories":[],"category_scores_codex":[0.0001933713,0.00003553755,0.00004148567,0.00001496071,0.0005067959,0.0001108416,0.00007791133,0.00001142865,0.0005624284],"category_scores_gemma":[0.00001694979,0.00001609718,0.000009452782,0.00001282395,0.001961875,0.00008136154,0.00002299241,0.00004489499,0.00003321714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003156255,"about_ca_system_score_gemma":0.00000991448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001898278,"about_ca_topic_score_gemma":0.0002705276,"domain_scores_codex":[0.9997137,0.00000668081,0.00003867959,0.00007951332,0.0000720225,0.0000894507],"domain_scores_gemma":[0.9998187,0.00001204368,0.000009854545,0.00009048589,0.00005442354,0.00001443012],"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":[7.129474e-7,0.000003796393,0.00001041081,5.79759e-7,0.000001751957,2.644744e-7,0.00558175,9.619746e-8,0.00000523316,0.9707111,0.02222594,0.001458417],"study_design_scores_gemma":[0.0001833015,0.00001161513,0.00002769626,0.000001284538,0.000003144551,0.000005200373,0.002504522,0.00007336151,0.0001307385,0.02451612,0.9725046,0.00003842201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0182082,0.0002054407,0.0002901466,0.00326897,0.0002421839,0.00009068433,7.408776e-7,0.00009526881,0.9775984],"genre_scores_gemma":[0.9860028,0.00001106486,0.000211715,0.002546251,0.00008763998,0.000003167332,1.349718e-7,0.000001854838,0.01113537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9677946,"threshold_uncertainty_score":0.7228609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162619324023046,"score_gpt":0.2112352000967964,"score_spread":0.189609006856566,"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."}}