{"id":"W2004509652","doi":"10.1139/l99-054","title":"Modélisation de l'évolution de l'état structural des réseaux d'égout : application à une municipalité du Québec","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitary sewer; Computer science; Sanitation; Environmental science; Environmental engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005401676,0.0006715248,0.000594193,0.0007789265,0.00157382,0.002109236,0.001686724,0.00260199,0.004046232],"category_scores_gemma":[0.001699684,0.0005899168,0.0009432188,0.001088069,0.001079936,0.0006208183,0.0007068241,0.0009508419,0.0003022291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087543,"about_ca_system_score_gemma":0.005524633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8693928,"about_ca_topic_score_gemma":0.7941183,"domain_scores_codex":[0.999822,0.00004440272,0.000007192122,0.000043867,0.00002572323,0.00005686321],"domain_scores_gemma":[0.9991434,0.0004450177,0.00007657672,0.00003734786,0.0002305606,0.00006702251],"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":[0.00001319331,0.00001525319,0.001868465,0.000008187299,0.000007233684,0.00003553007,0.00003709081,0.9957912,0.000179077,0.0007026138,0.0001504484,0.001191604],"study_design_scores_gemma":[0.000004473179,0.000004924647,0.000667694,0.000002971817,0.000003823056,0.000003665936,0.00003203037,0.9988128,0.00005274845,0.0001054473,0.0003055367,0.000003990581],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078115,0.0004111692,0.06844291,0.00074462,0.00006164412,0.000166666,0.002330235,0.0004620788,0.01956916],"genre_scores_gemma":[0.9811779,0.00018157,0.01176753,0.00003492037,0.000007525817,0.0001124978,0.0005055685,0.00004562909,0.006166893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1306072,"threshold_uncertainty_score":0.2627527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006597293540559645,"score_gpt":0.1815649624855409,"score_spread":0.1749676689449813,"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."}}