{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000923,0.0007186353,0.0002825737,0.001032761,0.0008387819,0.003624519,0.001785754,0.001352495,0.02346159],"category_scores_gemma":[0.004741265,0.0003492386,0.0005981523,0.0007585862,0.00116921,0.003326441,0.00460883,0.001045218,0.004279732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650251,"about_ca_system_score_gemma":0.00036618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004330375,"about_ca_topic_score_gemma":0.0005433679,"domain_scores_codex":[0.9988776,0.0002721442,0.00007062528,0.000170387,0.0004977433,0.0001115549],"domain_scores_gemma":[0.9982706,0.0007281484,0.0000922407,0.0005946605,0.0001800075,0.0001342627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002483873,0.000241859,0.003794871,0.00158656,0.00007990333,0.001106449,0.008482522,0.007465852,0.07444485,0.1351977,0.02071173,0.7466394],"study_design_scores_gemma":[0.00009906077,0.0004042719,0.009418162,0.0008635799,0.0001082416,0.003775764,0.004056492,0.03153273,0.02995502,0.1531997,0.7663926,0.0001943706],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07560268,0.004188276,0.5832589,0.001874472,0.0007288263,0.0006598484,0.0005613246,0.005284084,0.3278416],"genre_scores_gemma":[0.6681976,0.00439166,0.2345771,0.001009574,0.0003376748,0.0008091198,0.0005935065,0.0005079935,0.08957575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02346159,"threshold_uncertainty_score":0.0784868,"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."}}