{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003808914,0.0005945281,0.0005246316,0.000532063,0.0004622416,0.0004022049,0.0004701853,0.0004624259,0.0006763119],"category_scores_gemma":[0.0005995955,0.000453483,0.0002436218,0.0002333518,0.0007042318,0.0004763138,0.0008756029,0.0004525757,0.0001166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005603232,"about_ca_system_score_gemma":0.0003549538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002554447,"about_ca_topic_score_gemma":0.004420544,"domain_scores_codex":[0.999519,0.0001006097,0.00005128211,0.0001439774,0.00008445223,0.0001007591],"domain_scores_gemma":[0.999022,0.0001854608,0.0003588145,0.00008833034,0.00008263751,0.0002626771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002206428,0.0003332999,0.0252926,0.00007861412,0.0000659736,0.00005106341,0.0002028644,0.0001533228,0.9674058,0.00003782934,0.00001505354,0.004157131],"study_design_scores_gemma":[0.0002017056,0.01286034,0.8152794,0.00002306013,0.000215009,0.0003201818,0.0004965563,0.002302427,0.167604,0.00009102629,0.0005657875,0.00004049782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998806,0.00002527929,0.00003054623,0.000003962754,4.324561e-7,0.000004202209,0.00001579454,0.000001263634,0.00003792582],"genre_scores_gemma":[0.9985935,0.00008700745,0.000742773,0.00003465435,0.000004872604,0.00004958055,0.0001967124,0.000003559383,0.0002873294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002554447,"threshold_uncertainty_score":0.00507921,"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."}}