{"id":"W2489047879","doi":"","title":"HGC Engineering –Acoustics, Noise and Vibration Consulting","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Variety (cybernetics); Acoustics; Computer science; Physics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0000478509,0.0001541685,0.0001312702,0.0001632311,0.00006082926,0.00004956606,0.00006712571,0.00009258769,0.000071882],"category_scores_gemma":[0.0001608164,0.0001347237,0.00002560892,0.0001595479,0.00003123861,0.0001110529,0.00000771037,0.00008643341,0.00002463569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001816955,"about_ca_system_score_gemma":0.00004526845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006361482,"about_ca_topic_score_gemma":0.0003504728,"domain_scores_codex":[0.9993163,0.000004180605,0.000171474,0.0001327229,0.00007951383,0.0002958219],"domain_scores_gemma":[0.9993563,0.00007622381,0.00001494808,0.0001424614,0.00004896607,0.0003610984],"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":[6.946702e-7,8.896129e-7,0.0003205412,0.00006322959,0.00005643364,0.00001580047,0.00009855161,0.5133439,0.4616109,0.0006747546,0.001416138,0.02239821],"study_design_scores_gemma":[0.0002235995,0.000007703859,0.02004278,0.00004847739,0.00004920007,0.00001632304,0.00007595928,0.9768836,0.001420628,0.00002733655,0.0009021243,0.000302231],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2795072,0.0001781446,0.7189406,0.0001609799,0.0004828706,0.00006898525,0.00006452302,0.0003373341,0.0002594747],"genre_scores_gemma":[0.996349,0.00008846629,0.003190087,0.00006983029,0.0001413433,0.000004239922,0.000009712125,0.00003826647,0.0001091062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7168418,"threshold_uncertainty_score":0.5493871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004959535725007962,"score_gpt":0.169732315313162,"score_spread":0.1647727795881541,"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."}}