{"id":"W4379928614","doi":"10.1002/ecs2.4489","title":"Copepods' true colors: astaxanthin pigmentation as an indicator of fitness","year":2023,"lang":"en","type":"article","venue":"Ecosphere","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"College of Natural Resources and Sciences, Humboldt State University; Canada First Research Excellence Fund; Norges Forskningsråd; Centre National de la Recherche Scientifique; Sorbonne Université; Université Laval; Natural Sciences and Engineering Research Council of Canada; Universitetet i Tromsø","keywords":"Astaxanthin; Copepod; Zooplankton; Biology; Carotenoid; Ecology; Marine ecosystem; Phenotypic plasticity; Ecosystem; Predation; Freshwater ecosystem; Zoology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000349197,0.0003314691,0.000291262,0.002921684,0.0001371485,0.0007863985,0.0002025342,0.0002960861,0.001475791],"category_scores_gemma":[0.0006589115,0.0001293403,0.0003583394,0.002455311,0.0002639795,0.0004509045,0.0003340314,0.0002780177,0.0002187783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003488772,"about_ca_system_score_gemma":0.0002866419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001335084,"about_ca_topic_score_gemma":0.001607659,"domain_scores_codex":[0.9997014,0.00005172206,0.00004854503,0.00008693875,0.00009350509,0.00001776573],"domain_scores_gemma":[0.9995496,0.0001479347,0.0001764916,0.0000111248,0.00009423332,0.00002060966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000636883,0.00007673002,0.1896389,0.03121697,0.001364263,0.0008819422,0.0007278241,0.001821983,0.08324926,0.002333448,0.009761815,0.67829],"study_design_scores_gemma":[0.00002432465,0.0004228877,0.8122761,0.005546631,0.001585599,0.002800143,0.001020409,0.001274914,0.0236567,0.002167733,0.149121,0.000103509],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1732687,0.8086658,0.004421374,0.001076904,0.000353226,0.00003822403,0.002708316,0.00006450252,0.00940297],"genre_scores_gemma":[0.5531309,0.4367518,0.004205446,0.0005745921,0.0002693797,0.00006319783,0.00178996,0.00002262411,0.00319211],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002921684,"threshold_uncertainty_score":0.004936993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157010175384963,"score_gpt":0.2327699484247318,"score_spread":0.2211998466708822,"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."}}