{"id":"W3190757189","doi":"","title":"An Experiment Assessing the Potential for Compost-Amended Lawn Topsoil to Inhibit Storm Quickflow","year":2017,"lang":"en","type":"article","venue":"YorkSpace (York University)","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lawn; Topsoil; Environmental science; Compost; Impervious surface; Infiltration (HVAC); Stormwater; Organic matter; Environmental engineering; Hydrology (agriculture); Surface runoff; Soil water; Soil science; Engineering; Geotechnical engineering; Geography; Waste management; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0007672076,0.0004298677,0.0004716817,0.0002200402,0.0006138576,0.0004952,0.0007963895,0.0005294911,0.001823022],"category_scores_gemma":[0.0008498479,0.0002752678,0.000375007,0.0002337664,0.0005470482,0.0003386944,0.0002973557,0.0008392496,0.000137658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142657,"about_ca_system_score_gemma":0.001621188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01834517,"about_ca_topic_score_gemma":0.03626122,"domain_scores_codex":[0.9995546,0.00009687478,0.00004699822,0.0001176223,0.0001069754,0.0000769678],"domain_scores_gemma":[0.9982961,0.0008271536,0.0002628439,0.0001497815,0.0002104069,0.0002536947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0148353,0.01215055,0.006941638,0.0004301634,0.00007773239,0.0001544122,0.0006687133,0.001342141,0.9530661,0.0002301596,0.0002196428,0.009883588],"study_design_scores_gemma":[0.002287772,0.2478434,0.0514278,0.00004402703,0.0002752182,0.00008342863,0.0006146841,0.004788307,0.6884502,0.0002422538,0.003877535,0.00006543276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988874,0.00003073641,0.0003681358,0.00001589975,0.00001061787,0.000189324,0.0001112519,0.00001250004,0.0003741441],"genre_scores_gemma":[0.9916574,0.0001169759,0.004115989,0.00006754651,0.00001347482,0.0004692381,0.0003441203,0.00001480035,0.003200551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01834517,"threshold_uncertainty_score":0.03647679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056259560193304,"score_gpt":0.2570849127866836,"score_spread":0.2365223171847506,"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."}}