{"id":"W4386809371","doi":"10.1016/j.chemosphere.2023.140185","title":"Transcriptome analysis of a springtail, Folsomia candida, reveals energy constraint and oxidative stress during petroleum hydrocarbon exposure","year":2023,"lang":"en","type":"article","venue":"Chemosphere","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada; EcoMetrix; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Imperial Oil Limited","keywords":"Transcriptome; Springtail; Biology; Xenobiotic; EC50; Soil water; Environmental chemistry; Oxidative stress; Toxicity; Biodegradation; Pentose phosphate pathway; Ecotoxicology; Gene; Toxicology; Biochemistry; Chemistry; Ecology; Gene expression; Metabolism; Enzyme; In vitro","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":[0.00006022422,0.0001764582,0.0002645346,0.0001632625,0.00035009,0.0003393877,0.0001227206,0.0002801851,0.0005664844],"category_scores_gemma":[0.0001134338,0.0001062337,0.0002869121,0.0002320463,0.0001575037,0.0002391885,0.0002193055,0.0003127297,0.0001489063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002070866,"about_ca_system_score_gemma":0.0002764369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005051776,"about_ca_topic_score_gemma":0.008720411,"domain_scores_codex":[0.9999404,0.000003086398,0.000003515123,0.0000223481,0.00001593465,0.00001475891],"domain_scores_gemma":[0.9999281,0.00001325244,0.00001221264,0.000007420901,0.00002245961,0.00001660559],"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":[0.00007182074,0.000005156005,0.001118474,0.00001057449,0.000003418275,0.00003205682,0.00003479506,0.00001822665,0.9982505,0.00001306017,0.00001918449,0.0004226773],"study_design_scores_gemma":[0.00001803257,0.0005155278,0.6186687,0.00001195849,0.00006747657,0.0004511815,0.001003794,0.002827435,0.373504,0.000169024,0.002737033,0.00002579215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981232,0.0001644961,0.0004582093,0.00004413349,0.000007025094,0.000006443982,0.0007934742,0.00001299082,0.0003899588],"genre_scores_gemma":[0.9951513,0.0001425925,0.0006015307,0.00007788432,0.000006255248,0.00001744862,0.001942833,0.00001392655,0.00204621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005051776,"threshold_uncertainty_score":0.01004469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00640903379573484,"score_gpt":0.205272560176207,"score_spread":0.1988635263804722,"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."}}