{"id":"W4298034173","doi":"","title":"Application du modèle ASM1 à l'étude du traitement de l'azote par boues activées","year":2001,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Wastewater Treatment and Nitrogen Removal","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Activated sludge; Nitrogen; Waste management; Environmental science; Pulp and paper industry; Process engineering; Environmental engineering; Sewage treatment; Chemistry; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000887325,0.001036792,0.001023491,0.0004672087,0.000505158,0.001506349,0.00100655,0.001913606,0.002344984],"category_scores_gemma":[0.001693685,0.0004034858,0.001106025,0.0003830967,0.0004619008,0.0004484665,0.0005323018,0.000818314,0.0004181361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468531,"about_ca_system_score_gemma":0.001358498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03901777,"about_ca_topic_score_gemma":0.01028576,"domain_scores_codex":[0.9997068,0.00009748939,0.00001343704,0.00006215803,0.00007266254,0.00004737237],"domain_scores_gemma":[0.9991597,0.0005317897,0.00006598532,0.00004355291,0.0001531899,0.00004576283],"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":[0.00004777997,0.00002496736,0.001301287,0.0000334168,0.00001398156,0.00002827807,0.00001918074,0.9929385,0.001320286,0.0003209447,0.00007361291,0.003877893],"study_design_scores_gemma":[0.000007862399,0.0000277113,0.0002619212,0.00000345729,0.000004540307,0.000007174515,0.000006438404,0.9986383,0.0005756304,0.0001038045,0.0003581189,0.000005025471],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.724378,0.001182819,0.2531506,0.0007646604,0.0001695482,0.0002158173,0.0009485645,0.002198816,0.01699114],"genre_scores_gemma":[0.9754605,0.0002454864,0.01916729,0.00003786122,0.00001542737,0.0001167992,0.0002934697,0.00006418674,0.004599043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03901777,"threshold_uncertainty_score":0.07758129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150024257839135,"score_gpt":0.2053703220063559,"score_spread":0.1938700794279645,"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."}}