{"id":"W2187401671","doi":"10.11646/zoosymposia.5.1.17","title":"&lt;p class=\"HeadingRunIn\"&gt;&lt;strong&gt;The effect of a summer flood on the density of caddisfly (Trichoptera) in the middle reaches of the Shinano River, Japan&lt;/strong&gt;&lt;/p&gt;","year":2011,"lang":"en","type":"article","venue":"Zoosymposia","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; Ministry of Land, Infrastructure and Transport; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Caddisfly; Instar; Flood myth; Benthic zone; Larva; Population density; Floodplain; Ecology; Population; Biology; Geography; Demography; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001945731,0.0004596316,0.0006327563,0.0001054632,0.0005088228,0.00003365684,0.002306914,0.0002845255,0.001011616],"category_scores_gemma":[0.0001532036,0.0002409995,0.0003922119,0.000678372,0.002019027,0.0002799188,0.0008093818,0.0005718183,0.0003143355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080635,"about_ca_system_score_gemma":0.00004476226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002318731,"about_ca_topic_score_gemma":0.01050468,"domain_scores_codex":[0.9958382,0.001388504,0.0006155898,0.0005971703,0.0008088669,0.0007516785],"domain_scores_gemma":[0.9972861,0.0007253415,0.0004995828,0.001351197,0.00003651667,0.000101224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061105,0.00112536,0.8076105,0.0001394245,0.0003509433,0.00003305172,0.02971704,0.0008207409,0.1280315,0.01006845,0.01987891,0.001163063],"study_design_scores_gemma":[0.002517761,0.002308171,0.8330523,0.000185487,0.0005004377,0.00003659884,0.000912775,0.002455349,0.1490024,0.0005795014,0.007841312,0.0006079242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799534,0.0001205647,0.00001125729,0.0007061145,0.0003453777,0.001007409,0.00007476026,0.00002240122,0.0177587],"genre_scores_gemma":[0.9987369,0.00004241712,0.00007486624,0.0003124553,0.00003713632,0.00003651993,0.00001327212,0.00002814571,0.0007182628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880426,"threshold_uncertainty_score":0.9999016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196052943195514,"score_gpt":0.1899952377529072,"score_spread":0.1680347083209521,"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."}}