{"id":"W4403582746","doi":"10.1145/3663548.3675654","title":"I tried everything. Nothing works: Challenges and Creative Processes from Digital Artists with Upper Limb Motor Impairments","year":2024,"lang":"en","type":"article","venue":"","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Nothing; Computer science; Aesthetics; Art; Philosophy; Epistemology","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":[0.0002437447,0.0001798786,0.0002434028,0.00009670549,0.0003972414,0.00005848454,0.0001901227,0.0002367204,0.0003131549],"category_scores_gemma":[0.0005124587,0.0001223014,0.00002864156,0.0001470981,0.0002219537,0.0005289585,0.0002520998,0.0006889797,0.000108429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192462,"about_ca_system_score_gemma":0.0002591409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007369738,"about_ca_topic_score_gemma":0.0001630968,"domain_scores_codex":[0.9987474,0.0001244635,0.0002928178,0.0004123264,0.0001518538,0.0002711029],"domain_scores_gemma":[0.9975785,0.001662669,0.00008601962,0.0004227751,0.0001588343,0.00009121005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002851823,0.001477058,0.2721745,0.003265011,0.001526076,0.0001177674,0.1669884,0.000001200689,0.0002777687,0.01044849,0.007373663,0.5334982],"study_design_scores_gemma":[0.002865465,0.001412783,0.7263964,0.00809579,0.0001832441,0.00001642845,0.1362725,0.0007187685,0.0002291066,0.0108425,0.1119407,0.001026366],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8953435,0.02486865,0.003190092,0.0163961,0.0002209626,0.001473022,0.0001174743,0.001817477,0.05657277],"genre_scores_gemma":[0.9912492,0.00251547,0.001810983,0.0004486244,0.00005204999,0.0003163267,0.00002861009,0.0000259377,0.003552818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5324718,"threshold_uncertainty_score":0.4987306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05480932633026119,"score_gpt":0.3763511096645456,"score_spread":0.3215417833342844,"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."}}