{"id":"W1550630610","doi":"10.1111/j.1365-2427.2011.02625.x","title":"Food sources and lipid retention of zooplankton in subarctic ponds","year":2011,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Seston; Benthic zone; Zooplankton; Subarctic climate; Biology; Pelagic zone; Plankton; Phytoplankton; Ecology; Daphnia; Polyunsaturated fatty acid; Fatty acid; Nutrient; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"category_scores_codex":[0.0002164416,0.00007091052,0.000153478,0.00007411985,0.00002148186,0.00000199953,0.0001305342,0.0001043604,0.002555265],"category_scores_gemma":[0.00002205886,0.00005632835,0.00002577971,0.0000955408,0.0002992297,0.00005262669,0.0001559302,0.00006499398,0.00007954863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223089,"about_ca_system_score_gemma":0.000002109659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006510401,"about_ca_topic_score_gemma":0.01112352,"domain_scores_codex":[0.999273,0.0001049878,0.0001894902,0.0002086201,0.00003506,0.0001888243],"domain_scores_gemma":[0.9997426,0.00002220659,0.00006327681,0.0001434274,0.000003635049,0.0000249141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002516503,0.00003397304,0.964483,0.000003718346,0.00001072355,0.000001716643,0.0006278282,0.000002905956,0.03396818,0.0002348518,0.00004859444,0.0005593619],"study_design_scores_gemma":[0.00043605,0.001055424,0.9555923,0.000004936277,0.00002438848,0.00001603832,0.0001100675,0.0002935773,0.02974784,0.008071896,0.004494036,0.0001534224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996764,0.00003254107,0.0000710231,0.00005476705,0.00007384874,0.00006589713,0.000006176711,0.000007912595,0.002923833],"genre_scores_gemma":[0.9989659,0.00001825245,0.0007844176,0.00006284635,0.00001331342,0.000009167186,0.00001618011,0.000004611443,0.0001252949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047248,"threshold_uncertainty_score":0.9983565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01918908565165325,"score_gpt":0.2081267709104946,"score_spread":0.1889376852588413,"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."}}