{"id":"W4295677814","doi":"10.1525/elementa.2021.00106","title":"Content in fatty acids and carotenoids in phytoplankton blooms during the seasonal sea ice retreat in Hudson Bay complex, Canada","year":2022,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund; University of Manitoba; Canada Research Chairs; ArcticNet; Canadian Meteorological and Oceanographic Society; Manitoba Hydro","keywords":"Phytoplankton; Peridinin; Bay; Diatom; Food web; Bloom; Spring bloom; Polyunsaturated fatty acid; Algal bloom; Eicosapentaenoic acid; Fucoxanthin; Plankton; Trophic level; Biology; Oceanography; Nutrient; Ecology; Algae; Fatty acid; Biochemistry; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009324157,0.000112543,0.0001807899,0.00008880947,0.0004579303,0.00003571828,0.0006470317,0.00001232132,0.0008916207],"category_scores_gemma":[0.00002422407,0.00007293001,0.00002191234,0.0009322855,0.0003741999,0.0001342445,0.0002582956,0.0002136519,5.40269e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001075762,"about_ca_system_score_gemma":0.000365354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8657961,"about_ca_topic_score_gemma":0.9711417,"domain_scores_codex":[0.9981703,0.0001512468,0.0002867298,0.0002926274,0.0006976434,0.0004015194],"domain_scores_gemma":[0.9995438,0.00004758585,0.0001006592,0.0002321158,0.00001802311,0.00005785448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003291334,0.00002204831,0.9955595,0.00001772032,0.000002310663,0.00001533558,0.0001461199,0.001230017,0.0006510182,0.00001242988,0.00006667151,0.002243926],"study_design_scores_gemma":[0.0004977265,0.00007209017,0.9848533,0.00002370868,0.000002286426,0.00002026005,0.002939053,0.009351614,0.001800961,0.00002401401,0.0003188843,0.0000961087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961067,0.0002199033,3.379027e-7,0.001327335,0.0002393288,0.0002941364,0.0001733303,0.000003041936,0.001635932],"genre_scores_gemma":[0.9996525,0.00003969983,0.00001374802,0.0001771657,0.00001679503,0.000005051619,0.00001353069,0.000002058922,0.00007945886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1053455,"threshold_uncertainty_score":0.9762621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468946933891218,"score_gpt":0.2073480275798649,"score_spread":0.1926585582409527,"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."}}