{"id":"W4412270120","doi":"","title":"Pulse on Pulse:Modulation and Signification in Rafael Lozano-Hemmer’s Pulse Room","year":2012,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulse (music); Optics; Modulation (music); Pulse-width modulation; Telecommunications; Physics; Computer science; Electrical engineering; Engineering; Acoustics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001382365,0.0001670492,0.0003033573,0.0002359218,0.00111161,0.00003484255,0.0006585308,0.0001662274,0.1910141],"category_scores_gemma":[0.00005674367,0.0001795066,0.0001188162,0.0002938862,0.001315337,0.0005294639,0.0004929354,0.0004221105,0.008721288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002363145,"about_ca_system_score_gemma":0.00008100057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002794137,"about_ca_topic_score_gemma":0.00318735,"domain_scores_codex":[0.9981186,0.0003740126,0.0001677828,0.0003234909,0.0005272812,0.0004888465],"domain_scores_gemma":[0.9985416,0.0003389683,0.0001758735,0.0004951995,0.000303604,0.0001447692],"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":[0.0009338478,0.0007779157,0.0002791533,0.0001598436,0.0002328461,0.00004104706,0.06699237,0.00008102375,0.009801788,0.03737738,0.8571785,0.02614426],"study_design_scores_gemma":[0.001871661,0.0003647431,0.06098694,0.00008911486,0.00008107277,0.000003822448,0.04298231,0.0009636287,0.002203151,0.0001500147,0.8899724,0.000331126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8014182,0.001632896,0.0001098132,0.001415604,0.00006580382,0.0006229517,0.00006156063,0.00002955544,0.1946436],"genre_scores_gemma":[0.7945265,0.0002846492,0.00007038678,0.00002027218,0.00003123462,2.27838e-7,0.00003875743,0.0000121763,0.2050158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822928,"threshold_uncertainty_score":0.9920505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.064538204400649,"score_gpt":0.2639584126772493,"score_spread":0.1994202082766003,"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."}}