{"id":"W2944892644","doi":"10.1680/jenhh.18.00025","title":"Waterworks in a changing climate: the R.C. Harris filtration plant, Toronto, Canada","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Engineering History and Heritage","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Climate change; Water supply; Sustainability; Watershed; Environmental planning; Water resources; Cultural heritage; Environmental science; Environmental resource management; Water resource management; Civil engineering; Environmental engineering; Geography; Engineering; Archaeology; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002827003,0.0002376838,0.0001016646,0.0004497487,0.01157241,0.002331092,0.0005772023,0.0008661237,0.01422886],"category_scores_gemma":[0.0004250086,0.0002253858,0.0001698379,0.001219483,0.001732765,0.0006398963,0.0008791261,0.00093367,0.0007198279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05570495,"about_ca_system_score_gemma":0.07609992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.98575,"about_ca_topic_score_gemma":0.998008,"domain_scores_codex":[0.9995523,0.00002472098,0.000006787781,0.00004803318,0.0002047254,0.0001633645],"domain_scores_gemma":[0.9995333,0.00002780748,0.00002266453,0.000008723052,0.0001834612,0.0002241079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000218338,0.0003019589,0.06900102,0.0007656361,0.00003067381,0.01230241,0.03213694,0.003214887,0.01092909,0.02883233,0.4611208,0.3811459],"study_design_scores_gemma":[0.00001260042,0.00009244982,0.1295709,0.0002100207,0.00001692111,0.0009211622,0.04263337,0.0006087372,0.001757785,0.0009142552,0.8232034,0.00005820264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4240095,0.02441157,0.002877684,0.08733522,0.001777389,0.0002507416,0.002080894,0.0003852403,0.4568719],"genre_scores_gemma":[0.5871605,0.01634637,0.002793423,0.003616828,0.0001562651,0.00002700102,0.0006093793,0.0001054337,0.3891847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05570495,"threshold_uncertainty_score":0.4041696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004089841223428383,"score_gpt":0.1391729460046171,"score_spread":0.1350831047811887,"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."}}