{"id":"W3096953091","doi":"10.1101/2020.10.28.359653","title":"The effect of activity, energy use, and species identity on environmental DNA shedding of freshwater fish","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Österreichische Forschungsförderungsgesellschaft","keywords":"Biology; Environmental DNA; Minnow; Freshwater fish; Fish physiology; Zoology; Fish <Actinopterygii>; Ecology; Respirometer; Fishery; Biodiversity; Anatomy","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":[0.0003890512,0.0001919469,0.0002327188,0.0004566323,0.0002169787,0.0002534029,0.0001500579,0.0001770764,0.001403106],"category_scores_gemma":[0.0008927614,0.0001271167,0.0001935635,0.0002413591,0.000330227,0.0002291451,0.0004368938,0.00015703,0.0001558144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373937,"about_ca_system_score_gemma":0.00008398539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008914449,"about_ca_topic_score_gemma":0.002282893,"domain_scores_codex":[0.9997324,0.00007568255,0.00002487923,0.0000945379,0.00003437406,0.00003812064],"domain_scores_gemma":[0.998971,0.0004166526,0.0002748678,0.00009010372,0.00007600247,0.0001714241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00140374,0.0001356005,0.7910958,0.00005759642,0.0001361494,0.0001005516,0.000308126,0.0002975093,0.198598,0.0000285431,0.00004946491,0.007788925],"study_design_scores_gemma":[0.000001095104,0.0002405236,0.9977984,0.000001451065,0.00001042124,0.00002443715,0.00007084679,0.0001604695,0.001639888,0.00000772033,0.00004236402,0.000002246605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997094,0.0000286113,0.00006772097,0.000002593758,7.13072e-7,0.000002257979,0.00005264476,0.00000168172,0.0001343478],"genre_scores_gemma":[0.9995663,0.00001576411,0.0001158754,0.000006575748,0.000001034822,0.000006485412,0.00009922263,0.000002038829,0.0001867692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001403106,"threshold_uncertainty_score":0.004693806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192790611966116,"score_gpt":0.1883923016438559,"score_spread":0.1764643955241948,"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."}}