{"id":"W2157091763","doi":"10.1139/f01-119","title":"Testing the functional redundancy of <i>Limnodrilus</i> and <i>Tubifex</i> (Oligochaeta, Tubificidae) in hyporheic sediments: an experimental study in microcosms","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tubifex; Microcosm; Tubifex tubifex; Bioturbation; Oligochaeta (plant); Biology; Ecology; Organic matter; Sediment; Environmental chemistry; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099115,0.0001070322,0.0001910753,0.0001063052,0.0002977258,0.00006162238,0.0002171386,0.00003803501,0.0004821535],"category_scores_gemma":[0.00009195672,0.00007513902,0.00001712686,0.0004472916,0.001219519,0.0004949031,0.00003299196,0.0001349074,0.000002675088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007351003,"about_ca_system_score_gemma":0.0001921022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01446414,"about_ca_topic_score_gemma":0.08487844,"domain_scores_codex":[0.9988127,0.0001105782,0.0004173393,0.0001866538,0.0002113748,0.0002612924],"domain_scores_gemma":[0.9994434,0.0001233446,0.0001781953,0.00007904915,0.000009126601,0.0001669278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001087879,0.0001158325,0.9908425,0.000001201043,0.000002688769,0.00005148283,0.003298602,0.00003941903,0.00312436,0.0000106334,0.0001546564,0.002347789],"study_design_scores_gemma":[0.0005522746,0.001140771,0.975419,0.00003258176,0.00001302728,0.0001929568,0.02077398,0.0006931895,0.0005046686,0.0004352557,0.0001303833,0.0001119437],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982629,0.0002385503,0.000006362288,0.000473587,0.0001485901,0.0001726813,8.649121e-7,0.000001167981,0.000695311],"genre_scores_gemma":[0.9992812,0.000005530399,0.0003682498,0.0002710813,0.00002079897,0.000005087958,2.830013e-7,0.000003837362,0.00004395107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704143,"threshold_uncertainty_score":0.9920986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03750841020113081,"score_gpt":0.2391991315975204,"score_spread":0.2016907213963895,"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."}}