{"id":"W3136550456","doi":"10.1016/j.tree.2021.03.001","title":"Environmental RNA: A Revolution in Ecological Resolution?","year":2021,"lang":"en","type":"review","venue":"Trends in Ecology & Evolution","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":179,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Université du Québec à Montréal","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Ecology; Geography; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006343725,0.0006420323,0.001650476,0.0005703865,0.0002384165,0.00001359523,0.00052448,0.001077802,0.007481202],"category_scores_gemma":[0.00008134772,0.00066027,0.000443137,0.001085469,0.0009128564,0.0002342388,0.001375749,0.001027858,0.002732477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01312794,"about_ca_system_score_gemma":0.00002229798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162711,"about_ca_topic_score_gemma":0.002535832,"domain_scores_codex":[0.9953539,0.000934655,0.001014058,0.001362532,0.000400749,0.0009340562],"domain_scores_gemma":[0.9987531,0.0001959556,0.0004041057,0.0005307826,0.000001871468,0.0001141591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002060459,0.001999498,0.5230727,0.0002599313,0.00009730718,0.0003353339,0.0001634574,0.0006906878,0.000007685707,0.00008885202,0.01098639,0.4622776],"study_design_scores_gemma":[0.0004791341,0.000143013,0.7157168,0.0004091903,0.0001811992,0.00005966091,0.00009229167,0.00006603992,2.519742e-7,0.00006914156,0.2822461,0.0005370723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01497987,0.9799999,0.000007844145,0.00008735604,0.0005332794,0.0006203867,0.0001163493,0.00006186126,0.003593155],"genre_scores_gemma":[0.01584511,0.9808133,0.0009902295,0.00003987638,0.00006453783,0.0002665299,0.0004485848,0.00003510217,0.001496729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4617406,"threshold_uncertainty_score":0.9995849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052320851251988,"score_gpt":0.2804002492082978,"score_spread":0.2498770406957779,"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."}}