{"id":"W3097079312","doi":"10.3390/jof6040254","title":"Fungal Endophytes for Grass Based Bioremediation: An Endophytic Consortium Isolated from Agrostis stolonifera Stimulates the Growth of Festuca arundinacea in Lead Contaminated Soil","year":2020,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Enterprise Ireland","keywords":"Bioremediation; Biology; Festuca arundinacea; Festuca; Endophyte; Germination; Agronomy; Microorganism; Agrostis stolonifera; Plant use of endophytic fungi in defense; Hyperaccumulator; Phytoremediation; Botany; Contamination; Poaceae; Bacteria; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002051648,0.000147295,0.0003450091,0.00003421158,0.0001057571,0.00005256655,0.0002833604,0.00009064667,0.00007831392],"category_scores_gemma":[0.0002705594,0.0000580991,0.0001660934,0.0003273974,0.00005813271,0.0002660845,0.00001722777,0.0002685224,0.000004109125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002902395,"about_ca_system_score_gemma":0.00003626504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002572836,"about_ca_topic_score_gemma":0.000604918,"domain_scores_codex":[0.9987586,0.0001288563,0.0005523513,0.0001551079,0.0002007853,0.0002043287],"domain_scores_gemma":[0.9972616,0.001794542,0.0004934281,0.00003737887,0.0002984736,0.0001146055],"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":[0.00104722,0.0003159648,0.1521834,0.00001466274,0.00007814298,0.00005036436,0.0002338977,0.0001400618,0.8428046,0.00005117373,0.0007391262,0.002341416],"study_design_scores_gemma":[0.002777281,0.004493414,0.798093,0.0001688907,0.000196,0.0000588434,0.001001547,0.04948586,0.1423683,0.0004453151,0.0005568692,0.0003547247],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954444,0.000606161,0.00008394501,0.002885479,0.0003066652,0.0002091823,0.0004241162,0.00001474244,0.00002533602],"genre_scores_gemma":[0.9989865,0.0000653586,0.0001311163,0.0003210047,0.0004133149,0.00000558943,0.00006571117,0.00000189319,0.00000955811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7004362,"threshold_uncertainty_score":0.2369212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282910559344786,"score_gpt":0.2370772162930933,"score_spread":0.2042481106996454,"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."}}