{"id":"W2140701698","doi":"10.1016/j.ecoleng.2008.02.004","title":"Stress detection by laser-induced fluorescence in Zantedeschia aethiopica planted in subsurface-flow treatment wetlands","year":2008,"lang":"en","type":"article","venue":"Ecological Engineering","topic":"Constructed Wetlands for Wastewater Treatment","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"Universidad de Guadalajara","keywords":"Wetland; Ornamental plant; Wastewater; Environmental science; Sewage treatment; Environmental engineering; Constructed wetland; Flooding (psychology); Hydrology (agriculture); Ecology; Biology; Engineering; Geotechnical engineering","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":[0.000154115,0.0003012527,0.0003918822,0.0004961456,0.000449379,0.0003602959,0.0003584787,0.0004120475,0.000436104],"category_scores_gemma":[0.0002546119,0.0002781789,0.0002384135,0.0002930385,0.0002694206,0.0004612887,0.0003738168,0.0007842134,0.000114934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009242271,"about_ca_system_score_gemma":0.0004307659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01536965,"about_ca_topic_score_gemma":0.01443736,"domain_scores_codex":[0.999882,0.00001597148,0.000007908392,0.00003668872,0.0000218051,0.00003569924],"domain_scores_gemma":[0.9997234,0.00006137837,0.00006328947,0.00001571846,0.00006594936,0.00007030537],"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":[0.0003361211,0.00004991734,0.005093373,0.00002386979,0.000007870041,0.00002324301,0.0001380198,0.00007391404,0.9934146,0.0000284666,0.00001056616,0.0008001088],"study_design_scores_gemma":[0.00009694002,0.001675562,0.7735983,0.00001471989,0.00009333795,0.0001717668,0.001229877,0.004112763,0.2180179,0.0001782697,0.0007709261,0.00003965611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999652,0.00004296567,0.00008753969,0.0000113825,0.000001923224,0.00000359394,0.00006176504,0.00000430421,0.0001345305],"genre_scores_gemma":[0.998619,0.00007422322,0.0004399688,0.00002565093,0.000002174216,0.00002051202,0.0001899986,0.000005810197,0.0006227529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01536965,"threshold_uncertainty_score":0.03056037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008906083526684122,"score_gpt":0.1849916442719943,"score_spread":0.1760855607453101,"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."}}