{"id":"W4399667842","doi":"10.69564/isea2023-87-full-thorogood-et-al-light-up-kelowna","title":"Light Up Kelowna: Coordination and Development of Networked Community-based Media Art Urban Screen Infrastructure","year":2024,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Scalability; Computer science; Installation; Variety (cybernetics); Telecommunications; Network topology; Multimedia; Computer network; Visual arts; Database","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001311294,0.0002669532,0.0001295348,0.0006584197,0.001370398,0.002746373,0.0009445133,0.0003949889,0.007905556],"category_scores_gemma":[0.001964329,0.0003158181,0.0001787823,0.0004270839,0.001466191,0.002259854,0.006139018,0.0007470812,0.0008365071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451893,"about_ca_system_score_gemma":0.003260983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460222,"about_ca_topic_score_gemma":0.03528314,"domain_scores_codex":[0.9993831,0.0002070917,0.00001846445,0.00009891971,0.0001521922,0.0001403141],"domain_scores_gemma":[0.9989877,0.0001760785,0.00005552821,0.0002468786,0.0001684015,0.0003654321],"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":[0.0004463831,0.0006246064,0.02587505,0.0004356951,0.00005482938,0.003064833,0.04792681,0.05089615,0.07988642,0.2530377,0.02204015,0.5157114],"study_design_scores_gemma":[0.0002192978,0.000650792,0.03647504,0.0003811506,0.00007525784,0.0009564937,0.05854642,0.1212005,0.03391865,0.04116091,0.7062759,0.0001396526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4685615,0.0002775802,0.2968805,0.001646874,0.00008966549,0.0008219875,0.0002252063,0.002625423,0.2288713],"genre_scores_gemma":[0.895391,0.0001313184,0.07972144,0.00006115348,0.000007456722,0.0002437695,0.0001822678,0.000242896,0.02401857],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9853978,"threshold_uncertainty_score":0.02903444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470009345596983,"score_gpt":0.2468432338950495,"score_spread":0.2321431404390797,"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."}}