{"id":"W4243489572","doi":"10.1162/leon_a_00409","title":"Soundspheres: Resonant Chamber","year":2012,"lang":"en","type":"article","venue":"Leonardo","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Envelope (radar); Context (archaeology); Electroacoustic music; Space (punctuation); Computer science; Acoustics; Architectural engineering; Engineering; Physics; Visual arts; Art; Telecommunications; Geography; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006300645,0.0005675174,0.000321561,0.0005923059,0.001408255,0.002471909,0.001017183,0.0009026526,0.02240395],"category_scores_gemma":[0.0008991127,0.0003491531,0.0002974938,0.0004010442,0.001651055,0.002246615,0.00279124,0.0007269183,0.003502049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000512484,"about_ca_system_score_gemma":0.0005474782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001275962,"about_ca_topic_score_gemma":0.001576364,"domain_scores_codex":[0.999332,0.0001734512,0.00002694332,0.000122046,0.0002665047,0.0000790027],"domain_scores_gemma":[0.9997982,0.00005640219,0.00001583945,0.00004952116,0.00004096781,0.00003895659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002839172,0.0000917691,0.0007623029,0.0005733808,0.0000181439,0.0007665906,0.006149973,0.00290466,0.0368657,0.6058573,0.02461231,0.321114],"study_design_scores_gemma":[0.0000278732,0.0001581483,0.00103544,0.0001622706,0.00002023976,0.001508698,0.0009724525,0.00357687,0.0115591,0.02255008,0.9583651,0.00006383575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05614395,0.004477143,0.29356,0.00125987,0.0007746282,0.0003347565,0.0003496911,0.00654126,0.6365587],"genre_scores_gemma":[0.5305648,0.004201381,0.2162544,0.000710079,0.0002564578,0.0003888484,0.0004802062,0.001964951,0.2451789],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02240395,"threshold_uncertainty_score":0.07494867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995232374164904,"score_gpt":0.2257799703423719,"score_spread":0.2058276466007228,"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."}}