{"id":"W2045714785","doi":"10.1111/fwb.12300","title":"Detrital nutrient content determines growth rate and elemental composition of bromeliad‐dwelling insects","year":2013,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Detritus; Biology; Detritivore; Nutrient; Ecology; Ecosystem; Growth rate; Aquatic ecosystem; Phosphorus; Hydrobiology; Herbivore; Animal science; Chemistry; Aquatic environment","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001150745,0.000151068,0.000224334,0.00006762104,0.00008595439,0.00001998431,0.0001711486,0.0001114624,0.003378397],"category_scores_gemma":[0.000008852432,0.0001248939,0.0000452143,0.00007827896,0.0004800564,0.0002160659,0.0003223632,0.00008127176,0.0008170679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005084855,"about_ca_system_score_gemma":0.000003008663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002729289,"about_ca_topic_score_gemma":0.001394441,"domain_scores_codex":[0.9989338,0.0001039541,0.000253843,0.0003054949,0.000063213,0.0003397053],"domain_scores_gemma":[0.9996352,0.00004269287,0.00009087858,0.0001129488,0.00002203478,0.00009629828],"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":[0.00004059371,0.00008276803,0.4192528,0.00001711227,0.00002084001,0.000007337158,0.0003322822,0.000008231711,0.5779092,0.0001194985,0.002028196,0.0001811397],"study_design_scores_gemma":[0.002203816,0.001320725,0.1600573,0.00002108563,0.00003739468,0.00005909853,0.0003061359,0.002853589,0.8244298,0.00569621,0.002554686,0.0004601057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985483,0.00004451479,0.0002121291,0.000337228,0.0002128489,0.0002844422,0.00006946354,0.00001932057,0.0002717422],"genre_scores_gemma":[0.9983549,0.000028253,0.0009054119,0.0004282285,0.0000247499,0.00001115366,0.00009685872,0.000007568904,0.0001429079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2591954,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01603099762893036,"score_gpt":0.1888435610960062,"score_spread":0.1728125634670759,"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."}}