{"id":"W4410535560","doi":"10.1371/journal.pone.0322745","title":"Trophic ecology and nutritional status of northern shrimp in Canada’s sub-Arctic","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Trophic level; Biology; Ecology; Zooplankton; Shrimp; Apex predator; Primary producers; Predation; Arctic; Nutrient; Phytoplankton","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":[0.0001517615,0.0002149658,0.0001863393,0.0006386017,0.001267658,0.0005314838,0.0001632191,0.0001487749,0.0006433355],"category_scores_gemma":[0.0002743233,0.0001249073,0.0001658236,0.0007159321,0.000335189,0.0001330019,0.000363566,0.0001611747,0.0000956681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003865926,"about_ca_system_score_gemma":0.002970119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8836303,"about_ca_topic_score_gemma":0.9657124,"domain_scores_codex":[0.9998947,0.000005113499,0.000004178215,0.00002795522,0.00002769614,0.00004038379],"domain_scores_gemma":[0.9997684,0.000008314039,0.00003648812,0.000004758473,0.00009388684,0.00008807303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002377008,0.00002437864,0.9765556,0.00003273273,0.0000532897,0.0003115429,0.00233356,0.00009863533,0.01287801,0.00006821592,0.0001991425,0.007207165],"study_design_scores_gemma":[8.117708e-7,0.00001097465,0.9985154,0.000005710353,0.000005935897,0.00004791065,0.0009603585,0.0000491198,0.000106752,0.000006956279,0.0002870519,0.00000287918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991482,0.0001147833,0.00001976596,0.00001287205,0.000001393196,0.000002151083,0.0001898257,0.000001181634,0.0005096136],"genre_scores_gemma":[0.9991153,0.0001336123,0.0000897167,0.00001760557,7.710217e-7,0.000002598855,0.000214822,0.000001023669,0.000424613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1163697,"threshold_uncertainty_score":0.2341101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009697975361582538,"score_gpt":0.1880415123805473,"score_spread":0.1783435370189647,"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."}}