{"id":"W1996819499","doi":"10.1139/f10-091","title":"Zooplankton, lipids and stable isotopes: importance of seasonal, latitudinal, and taxonomic differences","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Suomen Kulttuurirahasto; Academy of Finland","keywords":"Zooplankton; Copepod; Subarctic climate; Biology; Ecology; Calanus; Crustacean","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006113122,0.00009300861,0.0002437046,0.00007695975,0.0002897379,0.0001169416,0.000213436,0.00004344913,0.0009226712],"category_scores_gemma":[0.0002064474,0.00006962388,0.00002196723,0.0001768717,0.002420847,0.0004107666,0.00003971384,0.0001188176,0.000001410909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001806252,"about_ca_system_score_gemma":0.000181862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005092017,"about_ca_topic_score_gemma":0.1677558,"domain_scores_codex":[0.9991637,0.00002892929,0.0002797404,0.0001650204,0.0001430724,0.0002195474],"domain_scores_gemma":[0.9992498,0.0001335996,0.0002449178,0.00007938472,0.00001168809,0.0002806014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002200092,0.000003981094,0.995873,0.000005114649,0.000009477038,0.000005606827,0.0003457329,0.000002662232,0.0004024887,0.0002017841,0.0009547303,0.002193253],"study_design_scores_gemma":[0.0001588426,0.0002788821,0.9870591,0.00002048728,0.00003330508,0.0001110042,0.001275081,0.001230041,0.00010409,0.002037447,0.007562095,0.0001296652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963461,0.0003980367,0.00003035913,0.00109313,0.000138427,0.00005192184,0.000003533857,0.000001049624,0.001937455],"genre_scores_gemma":[0.9969649,0.0001692695,0.002548507,0.0001503007,0.00003054909,0.000001359495,1.646656e-7,0.000002664351,0.0001323337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1626638,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433346948546598,"score_gpt":0.2080757535521447,"score_spread":0.1937422840666788,"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."}}