{"id":"W4402721924","doi":"10.1145/3670947.3670973","title":"Understanding Visual Artists’ Values and Attitudes towards Collaboration, Technology, and AI","year":2024,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Human–computer interaction; Visual arts; Data science; Art","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":[0.0002294603,0.0001009826,0.00009672483,0.0003517093,0.0001629089,0.0007571011,0.0001896375,0.00008484886,0.000002168957],"category_scores_gemma":[0.00004910225,0.00009138311,0.0000141585,0.001280909,0.0002423826,0.0004816103,0.0002128829,0.0001647558,0.000005334105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004777991,"about_ca_system_score_gemma":0.00006588021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001318552,"about_ca_topic_score_gemma":0.0000292937,"domain_scores_codex":[0.9992568,0.00002027939,0.0001346769,0.0003151761,0.0001265411,0.0001464873],"domain_scores_gemma":[0.999598,0.00005116614,0.00002263034,0.0001980686,0.00006209907,0.0000680701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001501002,0.00001553165,0.0004195939,0.00003709517,0.00002500218,0.000002343237,0.0008023175,0.00000850913,0.00136272,0.9919153,0.001464753,0.003945277],"study_design_scores_gemma":[0.000224276,0.0004396978,0.003883098,0.0002830233,0.00002436261,0.0001006864,0.001175425,0.1524507,0.008853183,0.8220506,0.01011078,0.0004041309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08898398,0.002150721,0.8908385,0.01714187,0.0001308674,0.0001221329,0.000006865645,0.0002920429,0.0003330154],"genre_scores_gemma":[0.9972644,0.0004027555,0.002025258,0.0001918706,0.00001511249,0.00001005862,9.204167e-7,0.00000658935,0.00008299576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9082804,"threshold_uncertainty_score":0.7300743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05534634573113464,"score_gpt":0.3582479275659757,"score_spread":0.3029015818348411,"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."}}