{"id":"W2497253720","doi":"","title":"Group One Acoustics Inc.","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Scope (computer science); Room acoustics; Architectural acoustics; Engineering; Architectural engineering; Movie theater; Visual arts; Acoustics; Computer science; Art; Telecommunications; Electrical engineering; Physics","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":[0.0001411531,0.0001379308,0.0001595569,0.000193934,0.000286385,0.00004945954,0.0008375233,0.0001816868,0.00005875437],"category_scores_gemma":[0.0002241523,0.0001087767,0.00002916373,0.0002458549,0.0001948895,0.0001392439,0.0001590396,0.0001396027,0.0002494292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210346,"about_ca_system_score_gemma":0.0002677908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879944,"about_ca_topic_score_gemma":0.006587053,"domain_scores_codex":[0.9988419,0.00001938667,0.0001638963,0.0002922319,0.0001474717,0.0005351562],"domain_scores_gemma":[0.9988007,0.0001262491,0.00004366212,0.0006199541,0.00009913643,0.0003103174],"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":[0.000002900734,0.00005366181,0.001707048,0.00002464879,0.00009839975,0.0002668842,0.0005792588,0.00001464527,0.02913394,0.664098,0.1418369,0.1621837],"study_design_scores_gemma":[0.003148812,0.0007108282,0.240357,0.0003032336,0.0002226259,0.0002143138,0.0005063377,0.01484307,0.0004188854,0.337263,0.3987712,0.003240767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03264997,0.0001636615,0.9566671,0.005033625,0.0009796764,0.0001070644,0.00005313005,0.0002949384,0.004050836],"genre_scores_gemma":[0.9746627,0.0001007669,0.0219745,0.001775553,0.0001430846,0.000009516459,0.000001703368,0.00001101636,0.001321194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9420127,"threshold_uncertainty_score":0.4435783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155605174345404,"score_gpt":0.2039145246013426,"score_spread":0.1883540071668022,"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."}}