{"id":"W7073689879","doi":"","title":"Environmental DNA detection of rare and invasive fish species in two Great Lakes tributaries","year":2017,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental DNA; Notropis; Invasive species; Tributary; Introduced species; Common species; Endangered species; Rare species; Species distribution; Fish <Actinopterygii>","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002076188,0.000293029,0.0002356048,0.001216663,0.001004548,0.0005041574,0.0003835021,0.0003606167,0.0005479415],"category_scores_gemma":[0.0006713872,0.000236255,0.0001721689,0.001084115,0.0005253857,0.0001796734,0.0007071802,0.0001979459,0.00009642461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247496,"about_ca_system_score_gemma":0.001218825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2555484,"about_ca_topic_score_gemma":0.6171444,"domain_scores_codex":[0.9996475,0.0000457575,0.00002871238,0.0001246555,0.0001001439,0.00005321536],"domain_scores_gemma":[0.9996014,0.00006511728,0.0001070449,0.00002360773,0.0001200163,0.0000828757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001089724,0.00003798241,0.8879788,0.00008000222,0.0000460889,0.001039593,0.006166269,0.0001258966,0.0921266,0.0001018966,0.0001260874,0.01206175],"study_design_scores_gemma":[0.00000622661,0.00004514381,0.9952912,0.000008189239,0.00001569898,0.0002562813,0.001670025,0.0001709119,0.001744938,0.00001958178,0.0007633174,0.000008584164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999271,0.00004009191,0.0001359324,0.00001307807,7.968712e-7,0.00001404614,0.0000931548,0.000004212515,0.0004276556],"genre_scores_gemma":[0.9967108,0.00008905932,0.00168826,0.00004299638,0.000001861305,0.00004352828,0.0004145395,0.000005481422,0.001003354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7444516,"threshold_uncertainty_score":0.5081218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722951966155276,"score_gpt":0.1996248089790572,"score_spread":0.1823952893175044,"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."}}