{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002351867,0.0001096572,0.0001206636,0.0001340905,0.0001313394,0.00008877154,0.0003166902,0.00004948055,0.00005669477],"category_scores_gemma":[0.00001940742,0.00008741426,0.00002872681,0.0002520116,0.00002774621,0.0003492055,0.0001545697,0.0002154158,0.00003173284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003785798,"about_ca_system_score_gemma":0.0001202076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001224624,"about_ca_topic_score_gemma":0.00002534336,"domain_scores_codex":[0.9992819,0.00009009222,0.0001825436,0.0001530451,0.0001555457,0.0001369143],"domain_scores_gemma":[0.9993868,0.0001943721,0.00004102428,0.0002027085,0.000125651,0.00004942911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035858,0.000195107,0.005592887,0.0004275464,0.0004204515,0.00002345301,0.05127056,0.0002325843,0.1004959,0.1143574,0.6295382,0.09734244],"study_design_scores_gemma":[0.001258032,0.0002586383,0.09261572,0.0005901445,0.00003710734,0.00001608421,0.001588372,0.1271527,0.3259417,0.001744738,0.4480152,0.0007815975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0597099,0.0001525907,0.9265505,0.001269371,0.0008314855,0.0001606387,0.000004789575,0.00005907394,0.01126164],"genre_scores_gemma":[0.9839488,0.000001775124,0.01504906,0.0004918284,0.00003344433,0.000004826173,0.00004766475,0.000006301641,0.0004162996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9242389,"threshold_uncertainty_score":0.356465,"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."}}