{"id":"W2089761614","doi":"10.1021/es505426z","title":"Plant Functional Traits Predict Green Roof Ecosystem Services","year":2015,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ecosystem services; Ecosystem; Green roof; Environmental science; Canopy; Carbon sequestration; Ecology; Leaf area index; Vegetation (pathology); Environmental resource management; Biology; Roof; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004659092,0.0001990079,0.0001609305,0.0002281251,0.0002902603,0.00003111508,0.0007169035,0.000159151,0.000880542],"category_scores_gemma":[0.00001259528,0.0001771231,0.00003541591,0.0007731605,0.001192274,0.0006768081,0.0005627925,0.0001860625,0.002244941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009375835,"about_ca_system_score_gemma":0.00003345161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000114892,"about_ca_topic_score_gemma":0.0002886005,"domain_scores_codex":[0.9976035,0.00002723888,0.0002604279,0.0006710921,0.0008858062,0.0005519681],"domain_scores_gemma":[0.9992874,0.00001291794,0.0001013479,0.0003279166,0.000003367254,0.0002670962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004888292,0.0003384056,0.6953256,0.00001180746,0.00001608471,0.00004621017,0.001022796,0.002043811,0.2769125,0.0006298784,0.002709326,0.02089469],"study_design_scores_gemma":[0.001981429,0.0009463731,0.761133,0.00004568104,0.00004817206,0.0007768193,0.003080817,0.01002983,0.08301236,0.005680131,0.1322492,0.001016186],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927958,0.00006285784,0.0002155761,0.0006636956,0.0002374841,0.000301262,0.00007518654,0.0002139791,0.005434164],"genre_scores_gemma":[0.9985595,0.00000623829,0.0004539556,0.0001426532,0.00005519843,0.00005042429,0.00002855746,0.0000141239,0.0006893439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939001,"threshold_uncertainty_score":0.9985319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008786729917925982,"score_gpt":0.1783286059172075,"score_spread":0.1695418759992815,"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."}}