{"id":"W2952245283","doi":"10.1101/678128","title":"Plant-mediated community structure of spring-fed, coastal rivers","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Fish and Wildlife Service; Strong; Florida Fish and Wildlife Conservation Commission","keywords":"Trophic level; Biomass (ecology); Vascular plant; Food web; Environmental science; Ecosystem; Ecology; Community structure; Habitat; Predation; Vegetation (pathology); Primary production; Estuary; Fishery; Biology","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":[0.0002545675,0.0001283596,0.000154617,0.0003143747,0.000301779,0.0004516967,0.0002794791,0.0002615634,0.0005550174],"category_scores_gemma":[0.000548058,0.0001283273,0.0002090371,0.0001404045,0.000226965,0.0002901382,0.0002565124,0.0001467729,0.00005541299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007703773,"about_ca_system_score_gemma":0.0002694278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01758602,"about_ca_topic_score_gemma":0.02887386,"domain_scores_codex":[0.9999206,0.00001693676,0.000004908622,0.00003683782,0.000009108569,0.00001166195],"domain_scores_gemma":[0.9997095,0.0000822522,0.00009553386,0.00002410908,0.00004988035,0.00003854749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203335,0.00009717057,0.9196225,0.00005128808,0.0001640342,0.000106184,0.0005513095,0.01988434,0.05355971,0.0004653227,0.0001823264,0.005112449],"study_design_scores_gemma":[0.00001113499,0.00009324351,0.9512658,0.000004667772,0.00002537631,0.00003679942,0.0002769343,0.0467718,0.001132193,0.0001925533,0.0001801841,0.000009387249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997305,0.000007167828,0.0001570737,0.000004586762,1.513606e-7,0.000001013959,0.0000446147,0.000003371796,0.00005162377],"genre_scores_gemma":[0.9995847,0.000007825201,0.0002264862,0.000003958602,3.27176e-7,0.000003316535,0.00009251561,9.415829e-7,0.00007985138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01758602,"threshold_uncertainty_score":0.0349673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009869293822270047,"score_gpt":0.1907280608334254,"score_spread":0.1808587670111554,"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."}}