{"id":"W2093636931","doi":"10.1109/ccece.2014.6901118","title":"Toposculpting: Computational lightpainting and wearable computational photography for abakographic user interfaces","year":2014,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer graphics (images); Computer science; Object (grammar); Wearable computer; Computational photography; Photography; Space (punctuation); Virtual space; Virtual reality; Computer vision; Virtual image; Human–computer interaction; Artificial intelligence; Image processing; Image (mathematics); Embedded system; Art; Visual arts","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":[0.000634514,0.0001768509,0.0001915936,0.0004336703,0.0003551193,0.0004993652,0.0004242902,0.00006225809,0.000006267319],"category_scores_gemma":[0.0000261122,0.0001657182,0.0001058581,0.0005701762,0.00007689379,0.0004028613,0.000212559,0.00008322766,0.00000174938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006463836,"about_ca_system_score_gemma":0.00002213349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002004952,"about_ca_topic_score_gemma":0.000005826195,"domain_scores_codex":[0.998633,0.00006870323,0.0003326184,0.0004784958,0.0002418919,0.0002453367],"domain_scores_gemma":[0.9988516,0.0004360409,0.0001291616,0.000201717,0.0002864442,0.0000950475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003000475,0.00005120444,0.00546994,0.0000409481,0.00002881417,1.739836e-7,0.0002583872,0.001186817,0.00003264685,0.9837878,0.0006087231,0.008531534],"study_design_scores_gemma":[0.0003202244,0.0001421173,0.003057392,0.00004611114,0.000004499295,0.000006305801,0.00001360851,0.8079826,0.0004980562,0.1841569,0.003567049,0.0002051581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03198191,0.00006836116,0.9661219,0.0003744171,0.0001256563,0.0002835752,0.000001966063,0.000497698,0.0005445774],"genre_scores_gemma":[0.6591305,0.000008929506,0.3401639,0.0005821954,0.00003385569,0.00002726633,0.000009603201,0.000009629194,0.00003418461],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8067958,"threshold_uncertainty_score":0.675779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323832107193527,"score_gpt":0.271436207366288,"score_spread":0.2581978862943528,"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."}}