{"id":"W1939123876","doi":"","title":"WSP GLOBAL – Acoustic, Noise and Vibration Services","year":2015,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Noise control; Status quo; Engineering; Computer science; Architectural engineering; Political science; Artificial intelligence","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":[0.00003177127,0.00008422203,0.00006309984,0.00003670521,0.00004476258,0.00007202197,0.00004950783,0.00008986692,0.00002522188],"category_scores_gemma":[0.00001092031,0.00009171885,0.000009226283,0.0001076767,0.00002539504,0.0001244849,0.000004552707,0.00006087043,0.00004000212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180831,"about_ca_system_score_gemma":0.0001383923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004575873,"about_ca_topic_score_gemma":0.04113154,"domain_scores_codex":[0.9995981,0.000005269411,0.00009107321,0.00008021232,0.00007174288,0.0001536422],"domain_scores_gemma":[0.9994369,0.000004984605,0.00001063772,0.00008714343,0.00007349243,0.0003868483],"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":[0.00003248431,0.00002583304,0.03629537,0.0006891476,0.0002098365,0.0001359389,0.002865407,0.5370247,0.05022898,0.03236136,0.1274378,0.2126932],"study_design_scores_gemma":[0.0004664157,0.0000397096,0.03803843,0.00003587373,0.00008158395,0.0001181959,0.001873394,0.9405106,0.0001621407,0.003002427,0.01523844,0.0004327529],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8492916,0.00101099,0.1103755,0.0003530548,0.003194597,0.0002347984,0.0003461512,0.0004238349,0.03476948],"genre_scores_gemma":[0.998446,0.00002206396,0.001023133,0.0002398083,0.0001640536,0.000004148826,0.00002660071,0.0000100476,0.00006417467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.403486,"threshold_uncertainty_score":0.9763653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007251295349360982,"score_gpt":0.1869985955354203,"score_spread":0.1797473001860593,"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."}}