{"id":"W2071572476","doi":"10.1061/40690(2003)92","title":"Interactive Simulation-Based Educational Software for Management of Municipal Sewer Networks","year":2003,"lang":"en","type":"article","venue":"","topic":"Water Systems and Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Upgrade; Key (lock); Software; Interface (matter); User interface; Engineering management; Software engineering; Engineering; Operating system","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":[0.0007563024,0.000625274,0.0005361062,0.0006169022,0.0003361939,0.0006407199,0.001714133,0.0006611635,0.03783848],"category_scores_gemma":[0.002264661,0.0005936496,0.0005160405,0.0006508935,0.0002801097,0.000811279,0.0008047118,0.000900475,0.003827466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005791272,"about_ca_system_score_gemma":0.0007536893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003711697,"about_ca_topic_score_gemma":0.00452866,"domain_scores_codex":[0.9997857,0.00006736618,0.00002038317,0.00002409529,0.00008234394,0.00002007864],"domain_scores_gemma":[0.9988195,0.0008205484,0.00004331127,0.00009437351,0.0001521823,0.0000699731],"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":[0.0007161112,0.0009302843,0.00529754,0.0005603843,0.0001366598,0.0003710703,0.0008729309,0.6570567,0.01628426,0.03158835,0.07826582,0.2079199],"study_design_scores_gemma":[0.0003047706,0.0000953889,0.001213481,0.00006215207,0.0000404356,0.0001129733,0.00004026336,0.929063,0.008291619,0.007721154,0.05301578,0.00003902168],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02756642,0.000102607,0.8649021,0.0002334665,0.00004460761,0.0005293091,0.003838964,0.08048389,0.02229872],"genre_scores_gemma":[0.3328843,0.0006716981,0.6160385,0.0001910001,0.00004817799,0.003799359,0.008731423,0.008415611,0.02921997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03783848,"threshold_uncertainty_score":0.1265824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116236092994863,"score_gpt":0.2416453612730771,"score_spread":0.2304830003431285,"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."}}