{"id":"W3198483601","doi":"10.3390/metabo11090584","title":"Tolerant Larvae and Sensitive Juveniles: Integrating Metabolomics and Whole-Organism Responses to Define Life-Stage Specific Sensitivity to Ocean Acidification in the American Lobster","year":2021,"lang":"en","type":"article","venue":"Metabolites","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Homarus; Université de Moncton; Fisheries and Oceans Canada; Université du Québec à Rimouski","funders":"Fundação para a Ciência e a Tecnologia; Centro de Estudos Ambientais e Marinhos, Universidade de Aveiro; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Pelagic zone; Ocean acidification; Biology; Marine invertebrates; Biological dispersal; Invertebrate; Metabolomics; Organism; Ecology; Effects of global warming on oceans; Habitat; Juvenile; American lobster; Homarus; Benthic zone; Barnacle; Life history theory; Larva; Marine life; Marine habitats; Seawater; Climate change; Crustacean; Global warming; Life history; Population; Bioinformatics","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":[0.00006537792,0.0002346733,0.0002094289,0.0003642319,0.0001751004,0.0004123295,0.00008607104,0.0001997853,0.000678895],"category_scores_gemma":[0.00009177974,0.0001190753,0.0002030627,0.000236041,0.0001761222,0.0002083752,0.0003124644,0.0002936613,0.0001404593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001854947,"about_ca_system_score_gemma":0.0001329298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002865804,"about_ca_topic_score_gemma":0.007746317,"domain_scores_codex":[0.9999473,0.000003529982,0.000003289226,0.00002330188,0.00001001496,0.00001254302],"domain_scores_gemma":[0.9999306,0.000007014236,0.00002672712,0.000004380318,0.00001438771,0.0000169121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005601586,0.00006806745,0.2071729,0.0001958891,0.0001094781,0.0002020008,0.0003782804,0.0001606533,0.7794126,0.00005351604,0.0001531401,0.01153345],"study_design_scores_gemma":[0.000001981152,0.0001696117,0.9839805,0.000008620165,0.00004129067,0.0001224763,0.0002452241,0.0001404265,0.01468197,0.00002627454,0.0005747348,0.000006833278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977674,0.0008596022,0.0002216436,0.00001734074,0.000003044259,0.000008084708,0.0007540559,0.000008162382,0.000360671],"genre_scores_gemma":[0.9961429,0.0007246702,0.0006050398,0.00007742934,0.000004390931,0.00003121942,0.00115911,0.000008317224,0.001246979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002865804,"threshold_uncertainty_score":0.005698204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799419868154186,"score_gpt":0.2408593705419619,"score_spread":0.22286517186042,"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."}}