{"id":"W2606900589","doi":"10.1111/fwb.12925","title":"Saving for the future: Pre‐winter uptake of algal lipids supports copepod egg production in spring","year":2017,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies; Université du Québec à Chicoutimi","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation","keywords":"Copepod; Phytoplankton; Biology; Zooplankton; Biomass (ecology); Ecology; Carotenoid; Spring bloom; Primary producers; Pelagic zone; Nutrient; Fishery; Animal science; Crustacean; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004105715,0.0000862127,0.0001511696,0.00003874169,0.0001492206,0.00003611584,0.0002874695,0.00006946047,0.0004664762],"category_scores_gemma":[0.00004613358,0.00005040069,0.00004847756,0.0000222786,0.00006923171,0.0001110075,0.00004243295,0.00008011071,0.00001478336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000214186,"about_ca_system_score_gemma":0.00001887739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006433888,"about_ca_topic_score_gemma":0.1949076,"domain_scores_codex":[0.9992527,0.0000337647,0.0002333008,0.0002091394,0.00004570863,0.0002253553],"domain_scores_gemma":[0.9994631,0.00003062178,0.000124428,0.0003297413,0.00002640343,0.00002568298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006364621,0.000006950575,0.9151121,0.00002923341,0.00001456808,0.000001509997,0.0001187719,0.00003956331,0.0003895919,0.00002897597,0.0006282734,0.0835668],"study_design_scores_gemma":[0.0001711874,0.0001278948,0.7913279,0.00001525913,0.000006828828,0.0000105919,0.00005861027,0.001128862,0.001140346,0.0002066106,0.2057312,0.00007470432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944761,0.0002503745,0.000047257,0.0009240735,0.002978584,0.0003400838,0.00007687736,0.00001078379,0.0008958529],"genre_scores_gemma":[0.9980612,0.00003042634,0.0002096303,0.00004042736,0.0009905797,0.000007600131,0.00006041731,0.000002778061,0.0005969542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2051029,"threshold_uncertainty_score":0.9726157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141776579617498,"score_gpt":0.2330088473542094,"score_spread":0.2188311893924596,"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."}}