{"id":"W2155670426","doi":"10.1899/04-092.1","title":"High fidelity: isotopic relationship between stream invertebrates and their gut contents","year":2005,"lang":"en","type":"article","venue":"Journal of the North American Benthological Society","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Fractionation; δ15N; δ13C; Benthic zone; Stable isotope ratio; Predation; Invertebrate; Isotope analysis; Isotope; Biology; Isotopes of nitrogen; Environmental chemistry; Zoology; Chemistry; Ecology; Chromatography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724599,0.0001319481,0.0002468242,0.0004434646,0.0007534106,0.0006109434,0.0004700775,0.0003005261,0.0009868466],"category_scores_gemma":[0.001653723,0.0002857284,0.00008927856,0.0005326455,0.0007737284,0.0002495048,0.0006438239,0.0003090789,0.0001365325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001995345,"about_ca_system_score_gemma":0.0009546016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3807386,"about_ca_topic_score_gemma":0.785089,"domain_scores_codex":[0.9994786,0.0000698197,0.0000300906,0.0001531636,0.0001400126,0.0001282576],"domain_scores_gemma":[0.9988099,0.0001439807,0.0003842612,0.0001010329,0.0003908015,0.0001700417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003831218,0.000009322877,0.9939673,0.000007693145,0.0000260226,0.0000506297,0.0002705565,0.00004454964,0.003287937,0.00002596031,0.00004528741,0.002226404],"study_design_scores_gemma":[0.000001019322,0.0000093143,0.9995281,0.000001683499,0.000004178867,0.00005394044,0.0001135307,0.00004100619,0.0001420461,0.00001045387,0.0000929387,0.000001826507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993737,0.00004936663,0.00008431009,0.000010587,7.110048e-7,0.000003570467,0.00009920693,0.000002236042,0.0003762897],"genre_scores_gemma":[0.9993062,0.00002638044,0.0001558797,0.00001707732,8.961497e-7,0.000003231856,0.0001208304,0.000002192952,0.0003672446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3807386,"threshold_uncertainty_score":0.7570449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287687766462075,"score_gpt":0.2450458022034885,"score_spread":0.2221689245388677,"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."}}