{"id":"W4282589308","doi":"10.1371/journal.pone.0269801","title":"Impacts on tundra vegetation from heavy metal-enriched fugitive dust on National Park Service lands along the Red Dog Mine haul road, Alaska","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Lichen and fungal ecology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Park Service; U.S. Geological Survey; Canada Excellence Research Chairs, Government of Canada","keywords":"Lichen; Tundra; Ordination; Bryophyte; Species richness; National park; Vegetation (pathology); Shrub; Vascular plant; Environmental science; Ecology; Species diversity; Lumbricus rubellus; Moss; Geography; Arctic; Biology; Soil water","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003168746,0.0002370381,0.0001806613,0.000315448,0.0004466365,0.0005326018,0.0003042647,0.0002550084,0.0004850148],"category_scores_gemma":[0.0005082333,0.0001430091,0.0003157375,0.0002336091,0.0003980041,0.0002290968,0.0005223214,0.0001780099,0.00009044636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047803,"about_ca_system_score_gemma":0.0003807545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129037,"about_ca_topic_score_gemma":0.197054,"domain_scores_codex":[0.9997699,0.00006784356,0.00001437239,0.00005917466,0.00004801753,0.00004069331],"domain_scores_gemma":[0.9996767,0.00007531359,0.00008308786,0.00002154238,0.00005719539,0.0000861522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001532502,0.0000782245,0.9828279,0.00002293613,0.0001027721,0.00029856,0.0004883123,0.005406444,0.007214359,0.00004119851,0.00006218144,0.003303825],"study_design_scores_gemma":[0.000002537679,0.00008745839,0.9963623,0.000005001928,0.00002101439,0.00004248174,0.0007798479,0.002230471,0.0003599205,0.00001826615,0.00008727233,0.000003400084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999862,0.00001063286,0.00001180859,0.000003296991,3.158618e-7,5.565249e-7,0.00002909439,0.000001268592,0.00008100657],"genre_scores_gemma":[0.9997872,0.00002754054,0.00003235276,0.000003999102,5.390006e-7,0.000001098496,0.00006562292,7.948549e-7,0.00008075353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129037,"threshold_uncertainty_score":0.2244931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04508522518170873,"score_gpt":0.2255373447280648,"score_spread":0.180452119546356,"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."}}