{"id":"W3194031332","doi":"10.3389/fevo.2021.704809","title":"The Promise of Genetics and Genomics for Improving Invasive Mammal Management on Islands","year":2021,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Parks Canada","keywords":"Biosecurity; Genomics; Biology; Biodiversity; Species richness; Ecology; Environmental resource management; Evolutionary biology; Genome; Genetics; Gene","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":[0.006484797,0.0005405673,0.0004902278,0.001305114,0.0008254518,0.002321149,0.0009543815,0.002455935,0.004447734],"category_scores_gemma":[0.008191044,0.0001610086,0.0006654997,0.001125614,0.002395153,0.003538426,0.001439385,0.002937219,0.0007720639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417471,"about_ca_system_score_gemma":0.00438132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003260682,"about_ca_topic_score_gemma":0.006517786,"domain_scores_codex":[0.9987907,0.0005955917,0.00006658419,0.0002151341,0.0002023105,0.0001297621],"domain_scores_gemma":[0.9934127,0.004042183,0.0006737871,0.0005252959,0.000770232,0.0005757554],"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":[0.000209024,0.0002242583,0.03115,0.003104652,0.0002741904,0.0009223915,0.002528803,0.006346542,0.06264058,0.1287589,0.01825881,0.7455817],"study_design_scores_gemma":[0.00006131041,0.0006169662,0.06184463,0.003203101,0.0004054414,0.001368728,0.006558596,0.00452602,0.01821573,0.2675673,0.6353964,0.0002356334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1591303,0.2011416,0.2222841,0.3258153,0.004730337,0.0003822576,0.00244051,0.001526794,0.08254875],"genre_scores_gemma":[0.4149677,0.1693553,0.3720163,0.03080612,0.002532314,0.000258387,0.001411809,0.00030901,0.008343009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006484797,"threshold_uncertainty_score":0.03429526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005057194183978468,"score_gpt":0.1743842113005186,"score_spread":0.1693270171165402,"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."}}