{"id":"W6980679914","doi":"","title":"Computational Fluid Dynamic Modeling of a Hydraulic Flocculator for the Charles-J.-Des Baillets Water Treatment Plant (City of Montreal)","year":2023,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Decantation; Limiting; Noise (video)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002151539,0.0007327037,0.0006127306,0.0004942354,0.001588888,0.001397723,0.0008957172,0.001710393,0.003924493],"category_scores_gemma":[0.0003923583,0.0003348118,0.0006299751,0.0004190748,0.000662705,0.000409004,0.0005311126,0.0005571024,0.0003934947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003769544,"about_ca_system_score_gemma":0.005024203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4131062,"about_ca_topic_score_gemma":0.3425954,"domain_scores_codex":[0.9998987,0.00001082941,0.00000333988,0.00002348028,0.00002592593,0.00003772435],"domain_scores_gemma":[0.9998548,0.00005170765,0.00001627952,0.000006146138,0.00004646307,0.00002446597],"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":[0.00007801345,0.00007454646,0.004433576,0.0000447637,0.00001372709,0.0002381595,0.00007417938,0.983098,0.006853027,0.0005781285,0.0005779215,0.003935995],"study_design_scores_gemma":[0.00002223006,0.00006780675,0.003815025,0.000008913612,0.0000100036,0.00001827471,0.00009356707,0.9927315,0.001907408,0.0001040844,0.001204347,0.00001679598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9477379,0.0003245753,0.02630231,0.0006069326,0.0000753471,0.0002416701,0.001685595,0.0003962036,0.02262955],"genre_scores_gemma":[0.9791778,0.000182,0.006359219,0.00005386512,0.000008226474,0.000141064,0.000587708,0.00004568035,0.01344461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5868938,"threshold_uncertainty_score":0.8214034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01805956239093908,"score_gpt":0.241876452259992,"score_spread":0.2238168898690529,"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."}}