{"id":"W3202178370","doi":"","title":"General Planning / Plenaries / virtual rooms","year":2021,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Advanced Data Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Architectural engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000315187,0.0001227662,0.0001120076,0.00008556159,0.00009758326,0.00007326664,0.0001403565,0.00009542194,0.00006691914],"category_scores_gemma":[0.0001079914,0.000151731,0.00001756422,0.0001617285,0.0000392966,0.0001368333,0.00002421829,0.0001877889,0.00002149963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002243963,"about_ca_system_score_gemma":0.0002790452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025956,"about_ca_topic_score_gemma":0.001737572,"domain_scores_codex":[0.999305,0.00000586734,0.000120893,0.0001381005,0.00008162367,0.0003485189],"domain_scores_gemma":[0.9994165,0.00002325493,0.00001123581,0.0002391678,0.00005405051,0.0002557791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002399132,0.000007382289,0.0005775608,0.00009432672,0.00005606138,0.00160872,0.0005666417,0.6877391,0.06527192,0.005111018,0.2123853,0.02657962],"study_design_scores_gemma":[0.0003799576,0.00005310324,0.003561978,0.0002291518,0.00005941515,0.0002813045,0.0008294302,0.5215392,0.0281889,0.005556727,0.4378473,0.001473601],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1290856,0.002309434,0.8589404,0.0001425469,0.0009974387,0.00008413076,0.0005976908,0.001333976,0.006508755],"genre_scores_gemma":[0.9187759,0.00008734794,0.07933136,0.0005050371,0.0002955328,0.000009339609,0.0002558014,0.00006921048,0.0006704758],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7896903,"threshold_uncertainty_score":0.6187412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119437319310457,"score_gpt":0.2318527670321572,"score_spread":0.2199090351011115,"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."}}