{"id":"W4292109333","doi":"10.2495/friar220051","title":"PRIVATE LOT FLOOD PEAK ATTENUATION BY STORMWATER DETENTION TANKS","year":2022,"lang":"en","type":"article","venue":"WIT transactions on the built environment","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; University of Northern British Columbia","funders":"","keywords":"Stormwater; Flood myth; Attenuation; Environmental science; Stormwater management; Detention basin; Hydrology (agriculture); Civil engineering; Water resource management; Geotechnical engineering; Geology; Engineering; Surface runoff; Geography","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":[0.000728979,0.0002033855,0.0001938315,0.0004107912,0.0001787763,0.000397529,0.0003752658,0.000183023,0.001733724],"category_scores_gemma":[0.001743113,0.0001161363,0.0002646561,0.0004229739,0.0002301997,0.0004566525,0.0003100534,0.0001113702,0.0002249204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000822397,"about_ca_system_score_gemma":0.0005317106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003131683,"about_ca_topic_score_gemma":0.008505583,"domain_scores_codex":[0.9993669,0.000206637,0.00003802817,0.00009373464,0.0002152445,0.00007943111],"domain_scores_gemma":[0.9986061,0.0004038178,0.0004713054,0.0001256438,0.0003360458,0.00005711359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00505654,0.0008415149,0.3421018,0.0004695579,0.0001837428,0.0004393585,0.0007955504,0.2652761,0.1890871,0.002160464,0.002076231,0.1915119],"study_design_scores_gemma":[0.0001601624,0.005898354,0.3801219,0.00005863667,0.0003039798,0.0003588615,0.002130675,0.4324542,0.169806,0.001049125,0.00756541,0.00009279487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879359,0.00002570959,0.01036861,0.00001807564,0.000004396019,0.00003880677,0.0001559146,0.00008453921,0.001368116],"genre_scores_gemma":[0.9969085,0.00001385677,0.00230065,0.000002446478,9.041082e-7,0.00001340662,0.00007495822,0.000005209143,0.000679998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003131683,"threshold_uncertainty_score":0.006226897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00855435162013409,"score_gpt":0.1631425383667363,"score_spread":0.1545881867466022,"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."}}