{"id":"W6910449798","doi":"10.4224/40002662","title":"Practical guidance for private-side drainage systems to reduce basement flood risk: addressing critical information gaps","year":2021,"lang":"en","type":"standard","venue":"NPARC","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Education, India; Ministry of Environment; Institute for Catastrophic Loss Reduction","keywords":"Flood myth; Drainage; Basement; Foundation (evidence); Drainage system (geomorphology); Complement (music)","routes":{"ca_aff":false,"ca_fund":true,"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":[0.00968736,0.00122682,0.0006666934,0.0023625,0.002753935,0.004603247,0.004027215,0.007892877,0.04655393],"category_scores_gemma":[0.02234468,0.001129807,0.0007295492,0.002229192,0.002510447,0.006112437,0.002798151,0.004475725,0.02871972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006788595,"about_ca_system_score_gemma":0.06344294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1676302,"about_ca_topic_score_gemma":0.2748474,"domain_scores_codex":[0.9895454,0.002388252,0.0005944733,0.0003623599,0.006416792,0.0006927773],"domain_scores_gemma":[0.9786466,0.004681186,0.0007610829,0.0006012915,0.01416901,0.001140778],"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":[0.000008243496,0.0001247606,0.0003037288,0.0002969875,0.000002292792,0.000207363,0.00119289,0.001206831,0.0004658287,0.02571948,0.9047795,0.065692],"study_design_scores_gemma":[0.00001292535,0.0000275588,0.0004418142,0.0007272831,0.000002909555,0.0001382679,0.000993086,0.0004698853,0.0002411865,0.007440677,0.9894801,0.00002426986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003788126,0.004973926,0.09693082,0.1373908,0.00332763,0.00422104,0.01042055,0.004755802,0.7341914],"genre_scores_gemma":[0.02581043,0.01387314,0.3684765,0.04385649,0.0006059636,0.004206348,0.01164023,0.001266338,0.5302645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1676302,"threshold_uncertainty_score":0.3333089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465529397160815,"score_gpt":0.3745185308465826,"score_spread":0.3198632368749744,"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."}}