{"id":"W2042647564","doi":"10.7901/2169-3358-2003-1-977","title":"Habitat Recovery in an Oil-Contaminated Salt Marsh Following Biorestoration Treatments","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute; National Research Council Canada; Bedford Institute of Oceanography; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"U.S. Environmental Protection Agency","keywords":"Nutrient; Spartina alterniflora; Salt marsh; Biostimulation; Environmental science; Wetland; Bioremediation; Environmental remediation; Spartina; Petroleum; Environmental chemistry; Contamination; Marsh; Agronomy; Ecology; Chemistry; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001355484,0.0002112638,0.0002298214,0.0001990745,0.0003033408,0.0002987731,0.0002123722,0.0001729148,0.0006437163],"category_scores_gemma":[0.000328703,0.0000909708,0.0001576337,0.0001138254,0.0002211748,0.0001354589,0.0002777337,0.000209982,0.0001126646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007279151,"about_ca_system_score_gemma":0.0006039991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04511607,"about_ca_topic_score_gemma":0.0948493,"domain_scores_codex":[0.9998868,0.00001395079,0.000007942646,0.00002228271,0.00002626767,0.00004276778],"domain_scores_gemma":[0.9997233,0.00002792743,0.00005758418,0.00001870251,0.00009892582,0.00007366267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001365743,0.0002345675,0.01807352,0.0000412051,0.00002010326,0.0001774723,0.0003195486,0.0002188241,0.9746317,0.00003135894,0.00004729002,0.00483872],"study_design_scores_gemma":[0.00005092469,0.008212816,0.4565294,0.00001340257,0.00006789852,0.0002544827,0.00111142,0.00238169,0.5293044,0.0000683668,0.001971544,0.00003359433],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997079,0.00001705116,0.00008107592,0.000005293474,0.000001298849,0.000008071822,0.00004593187,0.00000433807,0.0001289188],"genre_scores_gemma":[0.9980835,0.00002976419,0.0003947159,0.00001644434,8.927506e-7,0.00001347457,0.0002801191,0.000002491647,0.001178448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04511607,"threshold_uncertainty_score":0.0897069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684382376072693,"score_gpt":0.2463751964206741,"score_spread":0.2295313726599472,"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."}}