{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02426521,0.0003785946,0.0004133708,0.004348588,0.007647108,0.01567088,0.001272118,0.002063181,0.002200349],"category_scores_gemma":[0.03917783,0.0005862282,0.0004622959,0.002072227,0.01316282,0.004244325,0.006015712,0.003886268,0.0002520658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004093733,"about_ca_system_score_gemma":0.002836709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007467546,"about_ca_topic_score_gemma":0.00845066,"domain_scores_codex":[0.9814597,0.01209069,0.0006888293,0.0008867725,0.003086636,0.001787408],"domain_scores_gemma":[0.9428774,0.03909502,0.005931311,0.001849789,0.003314545,0.006932015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009744797,0.00008279282,0.04838722,0.0001021624,0.00002294548,0.0004968389,0.9297453,0.0001548447,0.001779717,0.004928146,0.0006384812,0.01356418],"study_design_scores_gemma":[0.00002858123,0.0001127056,0.02583784,0.0002137146,0.0000173811,0.0006287817,0.9579265,0.0006178319,0.0003932182,0.003278783,0.01088025,0.00006443736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863295,0.0003488134,0.001048341,0.001494804,0.00002439926,0.00001954351,0.00001098341,0.000009836122,0.0107138],"genre_scores_gemma":[0.9987752,0.0001243472,0.0003110832,0.0001846573,0.000007545374,0.00001145573,0.000006335049,0.000005407432,0.0005739507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02426521,"threshold_uncertainty_score":0.1283282,"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."}}