{"id":"W7062896347","doi":"","title":"Wet Weather Performance of an Extensive Vegetated Roof in Waterloo, Ontario","year":2008,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo","keywords":"Roof; Green roof; Surface runoff; Hydrology (agriculture); Precipitation; Stormwater; Storm; Water quality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004545106,0.0002844327,0.0004996351,0.0005238798,0.00006007428,0.000005195058,0.0003689932,0.0003931637,0.0001259743],"category_scores_gemma":[0.00000463499,0.00034158,0.00008591389,0.000237516,0.00009010528,0.0004073536,0.0000324559,0.0003743674,0.00002119444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002192711,"about_ca_system_score_gemma":0.00006846439,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04429294,"about_ca_topic_score_gemma":0.5923723,"domain_scores_codex":[0.9990236,0.0000188751,0.0002058987,0.0002813861,0.0002041676,0.0002661252],"domain_scores_gemma":[0.9992271,0.000009744521,0.0001477411,0.0003999534,0.0001694524,0.00004599648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00064716,0.0002545544,0.007398066,0.001314021,0.0003838727,0.0002596385,0.718048,0.1548215,0.1034502,0.00006333788,0.0009012882,0.01245837],"study_design_scores_gemma":[0.00345267,0.001106055,0.09314708,0.001115495,0.0002091806,0.00002635871,0.2360468,0.02531498,0.6355982,0.0001798238,0.001722797,0.002080519],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986576,0.0001723863,0.00001105197,0.00001885623,0.0002540702,0.0002335887,0.00001768124,0.0002118541,0.0004228635],"genre_scores_gemma":[0.8238911,0.0005474137,0.004039758,0.000002818959,0.0000109845,0.00000126,0.000531095,0.0000546685,0.1709209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480794,"threshold_uncertainty_score":0.9999036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006985052728446494,"score_gpt":0.1778355218592483,"score_spread":0.1708504691308018,"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."}}