{"id":"W1910390499","doi":"10.1002/ieam.1668","title":"Transforming ecosystems: When, where, and how to restore contaminated sites","year":2015,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital","funders":"National Institute of Environmental Health Sciences; National Institute of General Medical Sciences; U.S. Department of Agriculture; Natural Sciences and Engineering Research Council of Canada; U.S. Geological Survey; U.S. Environmental Protection Agency; Newmont Corporation; U.S. Department of the Interior; Fogarty International Center; Commonwealth Scientific and Industrial Research Organisation; National Institutes of Health; National Science Foundation","keywords":"Restoration ecology; Environmental restoration; Ecosystem; Provisioning; Outreach; Ecosystem services; Biodiversity; Environmental resource management; Incentive; Environmental planning; Novel ecosystem; Stakeholder; Business; Environmental science; Ecology; Political science; Engineering; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009531138,0.0009623569,0.0008350051,0.002485221,0.004267385,0.01337523,0.002208773,0.006110299,0.007711846],"category_scores_gemma":[0.01631455,0.0003474948,0.0006910777,0.001862615,0.01464713,0.01166799,0.006781355,0.004808285,0.001296902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006759282,"about_ca_system_score_gemma":0.0197137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008663912,"about_ca_topic_score_gemma":0.02243902,"domain_scores_codex":[0.9933942,0.003656064,0.0004337966,0.0003812614,0.001497201,0.0006374371],"domain_scores_gemma":[0.9903852,0.004458218,0.00115021,0.0005208123,0.00253084,0.0009547835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008740112,0.0004056506,0.008151441,0.009041907,0.0001626542,0.001265802,0.01941771,0.004967825,0.003729401,0.3951707,0.1207719,0.4368276],"study_design_scores_gemma":[0.00001264556,0.0001023541,0.004348962,0.01270564,0.00009838416,0.0005429148,0.0431468,0.001165211,0.002562711,0.3411482,0.5940638,0.000102482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03168197,0.1184914,0.06359919,0.6458833,0.004140256,0.0004228427,0.0003224749,0.0003689271,0.1350896],"genre_scores_gemma":[0.5998543,0.2346152,0.0801336,0.0614054,0.001836238,0.000446264,0.0003126518,0.0002980355,0.02109827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01337523,"threshold_uncertainty_score":0.0504061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00994053490790377,"score_gpt":0.2249376591756984,"score_spread":0.2149971242677946,"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."}}