{"id":"W2178131807","doi":"10.1002/hyp.10711","title":"Laboratory study of infiltration into two frozen engineered (sandy) soils recommended for bioretention","year":2015,"lang":"en","type":"article","venue":"Hydrological Processes","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Soil water; Water content; Infiltration (HVAC); Environmental science; Soil science; Moisture; Gradation; Geotechnical engineering; Materials science; Geology; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003629396,0.0001203354,0.0001590369,0.0000476857,0.00008079409,0.00002015252,0.0001981015,0.00005486947,0.0001089922],"category_scores_gemma":[0.0003030096,0.00009673263,0.00002427661,0.000379333,0.00007788336,0.0003154309,0.0001102475,0.00006157249,0.0000445193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008759329,"about_ca_system_score_gemma":0.00001509974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347503,"about_ca_topic_score_gemma":0.000245461,"domain_scores_codex":[0.9989896,0.00005975687,0.0002657757,0.0002758315,0.0002285594,0.0001804955],"domain_scores_gemma":[0.999521,0.00005699295,0.0001166056,0.0001689556,0.00005520284,0.00008122133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001856805,0.01497544,0.6638501,0.0008166134,0.0005088054,0.0000236137,0.02317444,0.1156813,0.07955024,0.001403821,0.09005346,0.008105337],"study_design_scores_gemma":[0.06235443,0.05016259,0.2443883,0.0002014499,0.00207666,0.00001485334,0.01740182,0.1164337,0.1149086,0.1879107,0.1976231,0.006523766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908695,0.00003993205,0.006756208,0.0002761576,0.0000861989,0.0007219272,0.000008280842,0.0001011912,0.001140592],"genre_scores_gemma":[0.9978295,0.000003597226,0.001729576,0.00009276967,0.0000341067,0.0001891704,0.00002789989,0.000008570015,0.0000848053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4194618,"threshold_uncertainty_score":0.3944642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04472067378647638,"score_gpt":0.2746031670416526,"score_spread":0.2298824932551762,"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."}}