{"id":"W7161998213","doi":"10.82308/41348","title":"Phylogenetic, taxonomic, and functional diversity of wetland diptera communities","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wetland; Species richness; Biodiversity; Biological dispersal; Habitat; Swamp; Abundance (ecology); Marsh; Bog","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":[0.0003109598,0.0001415421,0.0001582884,0.001617362,0.0008112963,0.0006373944,0.0002890432,0.0001864884,0.001402507],"category_scores_gemma":[0.0006332403,0.0001024869,0.0001291865,0.001029127,0.0004086798,0.0003186338,0.0002421262,0.0001419262,0.0001340152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070205,"about_ca_system_score_gemma":0.001330751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6667609,"about_ca_topic_score_gemma":0.8334879,"domain_scores_codex":[0.9997879,0.00003049669,0.000007211313,0.00004730244,0.00004329231,0.00008375683],"domain_scores_gemma":[0.999445,0.00006364148,0.0001159045,0.00001810783,0.0002386712,0.0001186049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001129245,0.00002437793,0.9657562,0.00004623683,0.00005230284,0.00008341741,0.002506298,0.0003047871,0.01036075,0.0001707178,0.0003774912,0.02020448],"study_design_scores_gemma":[9.822827e-7,0.00001207142,0.998839,0.000005453238,0.000002970393,0.0000307487,0.0004067298,0.0002594606,0.00006273787,0.00001230827,0.0003649768,0.000002580759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987871,0.0002298425,0.0001514888,0.00002300127,8.064568e-7,0.000005812755,0.0002795616,0.000003223444,0.0005192694],"genre_scores_gemma":[0.9987538,0.0001377911,0.0003637672,0.00001640656,0.000001535991,0.000007057516,0.0003663473,0.000001712384,0.0003516238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6667609,"threshold_uncertainty_score":0.6704032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05008756897728801,"score_gpt":0.2190593209835091,"score_spread":0.1689717520062211,"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."}}