{"id":"W2605272040","doi":"10.1016/j.tree.2017.03.007","title":"Invasion Science: A Horizon Scan of Emerging Challenges and Opportunities","year":2017,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":450,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor; University of Victoria; McGill University","funders":"Agence Nationale de la Recherche","keywords":"Biosecurity; Invasive species; Ecology; Novelty; Uncertainty; Biology; Environmental resource management; Environmental planning; Geography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01625677,0.0007903313,0.002326234,0.005637382,0.002424388,0.00993178,0.002019145,0.006656072,0.02018148],"category_scores_gemma":[0.02760277,0.0005355546,0.000701168,0.006078277,0.01604119,0.02504706,0.005834443,0.007900703,0.001474486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335345,"about_ca_system_score_gemma":0.008814237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004683703,"about_ca_topic_score_gemma":0.01044472,"domain_scores_codex":[0.9967257,0.001159464,0.0002546383,0.00067494,0.0007779369,0.0004074071],"domain_scores_gemma":[0.9454958,0.0425818,0.002438926,0.001534964,0.005359374,0.002589122],"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":[0.0005547326,0.0001587892,0.01238096,0.007983028,0.0002423202,0.0005553276,0.003587559,0.001319593,0.001720444,0.2535646,0.09761851,0.6203141],"study_design_scores_gemma":[0.00005138657,0.0001438822,0.0121814,0.01029911,0.0001100874,0.0009012041,0.01467254,0.001424654,0.0003386975,0.4027598,0.5569699,0.0001473394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004599449,0.6280071,0.003631102,0.3540348,0.002713717,0.00001810217,0.0003805684,0.00007446751,0.006540711],"genre_scores_gemma":[0.1109445,0.7987702,0.005561586,0.06782521,0.01323818,0.00007619867,0.0004891543,0.00009052174,0.003004503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02018148,"threshold_uncertainty_score":0.08597499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06014595853064828,"score_gpt":0.271943076160392,"score_spread":0.2117971176297437,"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."}}