{"id":"W1965582074","doi":"10.2307/1468299","title":"Effects of Caddisfly Grazers on the Elemental Composition of Epilithon in a Boreal Lake","year":2002,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Environmental Biology","keywords":"Algae; Detritus; Periphyton; Benthic zone; Grazing; Ecological stoichiometry; Nutrient; Biology; Ecology; Biomass (ecology); Caddisfly; Environmental chemistry; Chemistry","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":[0.0002133476,0.0003106274,0.0002809552,0.0002941803,0.0008396847,0.0005344108,0.0002950013,0.000249383,0.0004023184],"category_scores_gemma":[0.0003146404,0.0002470856,0.0002004295,0.0001925441,0.0004488768,0.0002917898,0.0004878476,0.0002122331,0.00005922769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001932004,"about_ca_system_score_gemma":0.0007819456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1206247,"about_ca_topic_score_gemma":0.3862232,"domain_scores_codex":[0.99985,0.00001719531,0.00001169342,0.00004468105,0.00003546505,0.00004092453],"domain_scores_gemma":[0.9995959,0.00002799464,0.0001014789,0.00001339498,0.00006572586,0.0001953475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001779499,0.0002217716,0.650481,0.00008498129,0.000157374,0.0002721134,0.0009365477,0.0002985639,0.3378901,0.00003714368,0.000123435,0.007717373],"study_design_scores_gemma":[0.000005309458,0.0001503429,0.9981422,0.000001233579,0.000009910116,0.00001618976,0.0001238212,0.0001412433,0.001327025,0.000003965723,0.00007538065,0.000003203826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998993,0.00002632965,0.00001072867,0.000003546509,3.44614e-7,0.00000120668,0.00001658261,0.000001292811,0.00004062467],"genre_scores_gemma":[0.9995676,0.00003627053,0.0001379663,0.00002352247,0.000001070612,0.000004707448,0.00008007963,0.000001613587,0.0001472042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206247,"threshold_uncertainty_score":0.2398452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008931727013797628,"score_gpt":0.1878060857843706,"score_spread":0.178874358770573,"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."}}