{"id":"W4205113643","doi":"10.1007/s10021-021-00734-5","title":"Seasonal Mass Migration of Water Boatmen (Hemiptera: Corixidae) as a Wetland–River Linkage and Dietary Subsidy to Riverine Fish","year":2022,"lang":"en","type":"article","venue":"Ecosystems","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"SaskWater; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Institute for Wetland and Waterfowl Research, Ducks Unlimited Canada; Ministry of Environment - Saskatchewan; University of Saskatchewan","keywords":"Catostomus; Ecology; Wetland; Sucker; Fishery; Geography; Environmental science; Biology; Fish <Actinopterygii>; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002214425,0.000106328,0.0001699765,0.00003003951,0.0002394563,0.000008947229,0.0001193499,0.00002556591,0.002917451],"category_scores_gemma":[0.000006933554,0.00008893396,0.00003084914,0.00007626067,0.00005039735,0.0001036053,0.0004785516,0.00007255799,0.0002091731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009459922,"about_ca_system_score_gemma":0.000002386021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219464,"about_ca_topic_score_gemma":0.00460238,"domain_scores_codex":[0.9991303,0.00006729253,0.0001640586,0.0002548727,0.0001892585,0.0001942115],"domain_scores_gemma":[0.9997388,0.00002616594,0.00004998584,0.0001279878,0.00000527493,0.00005182473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008813766,0.00009155543,0.8695073,0.00005273896,0.00009293998,0.00004200004,0.002863496,0.0003584635,0.007255552,0.00002490644,0.1194009,0.0002220494],"study_design_scores_gemma":[0.0006669676,0.0005148689,0.7776182,0.00001089723,0.00004179503,0.00001165122,0.0005917625,0.001096019,0.001910144,0.0001776281,0.2171324,0.000227595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912243,0.00001466566,0.00002158719,0.00161377,0.000241417,0.0003662512,0.00004212909,0.00002282708,0.006453062],"genre_scores_gemma":[0.9956325,0.0000234465,0.00007830325,0.0007262298,0.00003480977,0.0001283269,0.00004735987,0.000007558418,0.00332147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09773155,"threshold_uncertainty_score":0.997994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006503188313492552,"score_gpt":0.1917890534531848,"score_spread":0.1852858651396923,"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."}}