{"id":"W7029045213","doi":"","title":"A Horizontal Subsurface Flow Constructed Wetland and a Decomposing Barley Straw System to Sustainably Treat a Residential Swimming Pool in Hudson, Quebec","year":2015,"lang":"en","type":"report","venue":"eScholarship@McGill (McGill)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subsurface flow; Constructed wetland; Hydrology (agriculture); Wetland; Sustainability; Straw","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003547542,0.001095225,0.002277964,0.001037763,0.0005206067,0.0002466711,0.0005281566,0.001797471,0.0001373114],"category_scores_gemma":[0.005286976,0.0009878749,0.0003566663,0.001367956,0.0003922977,0.0003919227,0.0007823398,0.003320158,0.00006808723],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009221513,"about_ca_system_score_gemma":0.002569055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04307219,"about_ca_topic_score_gemma":0.02339105,"domain_scores_codex":[0.9897146,0.0004940834,0.001735178,0.001884947,0.004345772,0.001825393],"domain_scores_gemma":[0.9932966,0.0004479051,0.0003928535,0.0008877052,0.00232989,0.002645066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00994031,0.001559328,0.00498265,0.02542809,0.001870971,0.03435135,0.0001059766,0.00001177401,0.4313219,0.003425553,0.001772012,0.4852301],"study_design_scores_gemma":[0.0538067,0.00740982,0.01658074,0.06175337,0.005172661,0.03099522,0.01353185,0.0009628698,0.2678731,0.00259893,0.5274753,0.01183946],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9646791,0.001441169,0.000001504937,0.00019656,0.000522717,0.002046476,0.0009988825,0.0002742069,0.02983935],"genre_scores_gemma":[0.9930755,0.000313833,0.0009844009,0.00007664867,0.0002830523,0.0001314066,0.0004024982,0.0002280601,0.004504598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5257033,"threshold_uncertainty_score":0.9994984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287602169266088,"score_gpt":0.2909282323318543,"score_spread":0.2680522106391934,"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."}}