{"id":"W1635832881","doi":"10.1080/14634988.2015.1046357","title":"Risk assessment: Cornerstone of an aquatic invasive species program","year":2015,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; University of Toronto","funders":"","keywords":"Risk assessment; Invasive species; Risk management; Cornerstone; Environmental resource management; Environmental planning; Risk analysis (engineering); Resource (disambiguation); Business; Ecology; Biology; Geography; Environmental science; Computer science","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":[0.0156065,0.001656486,0.0009908373,0.004080883,0.002990673,0.007135319,0.002670475,0.003356634,0.004881538],"category_scores_gemma":[0.02723587,0.0005611799,0.001017961,0.001581215,0.005482677,0.007868717,0.005391477,0.005303087,0.001318983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003447686,"about_ca_system_score_gemma":0.009849493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005656914,"about_ca_topic_score_gemma":0.006680826,"domain_scores_codex":[0.9876924,0.004015888,0.0009705789,0.0009133205,0.00599645,0.0004113238],"domain_scores_gemma":[0.9803414,0.008464416,0.00287192,0.00104483,0.005987074,0.001290328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001044639,0.0005988464,0.03816945,0.001925107,0.000282444,0.002357635,0.006683349,0.0214578,0.007004727,0.1723783,0.0270345,0.7220035],"study_design_scores_gemma":[0.00002814725,0.0007876002,0.02863704,0.005907825,0.0002165199,0.003818198,0.01045815,0.02715004,0.006096708,0.6331574,0.2833773,0.0003649999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05191341,0.02007857,0.4473055,0.1476997,0.001203422,0.002554114,0.0004998297,0.0013006,0.3274449],"genre_scores_gemma":[0.5381238,0.02275346,0.4002925,0.008886454,0.001032465,0.00122841,0.0003236724,0.000216254,0.02714289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0156065,"threshold_uncertainty_score":0.0825361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03344734252192283,"score_gpt":0.3050191023601301,"score_spread":0.2715717598382073,"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."}}