{"id":"W4416702399","doi":"10.1145/3773967.3773969","title":"Adaptive Artistic Technologies","year":2025,"lang":"en","type":"article","venue":"ACM SIGACCESS Accessibility and Computing","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Stylus; Leverage (statistics); Creativity; Natural (archaeology); Creative work; Work (physics); Emerging technologies","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":[0.0003140892,0.0001902075,0.0002485769,0.0001916867,0.0004231707,0.0004580405,0.002103653,0.00009521509,0.000005590444],"category_scores_gemma":[0.000775051,0.0001692713,0.00006095971,0.0007246347,0.0001593596,0.001119934,0.003026254,0.0002893367,0.000009058142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000048192,"about_ca_system_score_gemma":0.0000668105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006770199,"about_ca_topic_score_gemma":0.000009368937,"domain_scores_codex":[0.9984323,0.00008130988,0.000313114,0.0006948389,0.0001426327,0.0003358039],"domain_scores_gemma":[0.9981385,0.0006736848,0.0001351255,0.0008314606,0.0001854058,0.00003583106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000584465,0.0002183382,0.0622661,0.0001516481,0.000129388,0.00003052126,0.0009345586,0.00007050776,0.003984732,0.3319112,0.0007004463,0.5995441],"study_design_scores_gemma":[0.0008410738,0.0001652033,0.3846371,0.0004269044,0.00004376034,0.00001376837,0.002711572,0.1442538,0.06128941,0.4045753,0.0003318541,0.000710208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2668529,0.0006131057,0.7241892,0.001360351,0.000377978,0.0001845114,0.000001584388,0.0002022384,0.006218112],"genre_scores_gemma":[0.991436,0.00001401076,0.007910945,0.0005285899,0.00001903899,0.000008791588,0.000001234395,0.000004050152,0.00007733426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7245831,"threshold_uncertainty_score":0.6902685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937191082560007,"score_gpt":0.3091636823517551,"score_spread":0.289791771526155,"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."}}