{"id":"W4399787766","doi":"10.1111/mec.17432","title":"Integrated organismal responses induced by projected levels of CO<sub>2</sub> and temperature exposures in the early life stages of lake sturgeon","year":2024,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Impact; University of British Columbia; The Scarborough Hospital; Research Manitoba; University of Winnipeg; University of Toronto; Golder Associates (Canada); University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lake sturgeon; Biology; Overwintering; Sturgeon; Snowmelt; Freshwater fish; Ecology; Larva; Transcriptome; Aquatic ecosystem; Acipenser; Ichthyoplankton; Freshwater ecosystem; Zoology; Fish <Actinopterygii>; Gene expression; Gene; Ecosystem; Fishery; Genetics","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":[0.0005645262,0.0001260686,0.0002156818,0.0002097546,0.00004522663,0.00004643013,0.0001550226,0.0001599707,0.00009892849],"category_scores_gemma":[0.0003715504,0.00007771204,0.00003397927,0.0004435171,0.0001575527,0.0000603399,0.000009134587,0.0002211614,0.000005702186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002333456,"about_ca_system_score_gemma":0.000194824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000926946,"about_ca_topic_score_gemma":0.001185575,"domain_scores_codex":[0.998327,0.000868089,0.0002572491,0.0002235397,0.0001524275,0.0001717454],"domain_scores_gemma":[0.999024,0.0006712053,0.00006873902,0.0001417381,0.00005238211,0.00004194942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001995475,0.00003361669,0.1004897,0.00006666734,0.00004136987,0.00007167342,0.0009152677,0.0000160277,0.8959141,0.00005144515,0.0002278475,0.001972737],"study_design_scores_gemma":[0.0001691743,0.0006157949,0.7608511,0.00002314317,0.0000129098,0.00001219983,0.000287166,0.00004684877,0.2376719,0.00002804555,0.0002067338,0.00007494774],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977196,0.0009701875,0.000006658632,0.0003985483,0.00008564634,0.0003244416,0.0004329201,0.00002199296,0.00004004104],"genre_scores_gemma":[0.9996257,0.00003870731,0.00002760199,0.000183594,0.000009203634,0.000002876151,0.00008254887,0.000005561457,0.00002421186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6603614,"threshold_uncertainty_score":0.3169005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121191219602278,"score_gpt":0.2319750025467892,"score_spread":0.2198558805865614,"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."}}