{"id":"W4403943004","doi":"10.2139/ssrn.5005231","title":"Comparison of Gene Expression and Polycyclic Aromatic Compound Profiles in Hepatic Tissue of Black Guillemot (Cepphus Grylle) Collected from an Oil Spill Site and a Non-Spill Site in the Arctic","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Acadia University; Environment and Climate Change Canada; Carleton University","funders":"","keywords":"Oil spill; The arctic; Arctic; Environmental science; Environmental chemistry; Chemistry; Oceanography; Ecology; Biology; Geology; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00003972006,0.0001714661,0.0001380478,0.0005053128,0.0002508515,0.0002191063,0.00007390648,0.0001928706,0.0009464365],"category_scores_gemma":[0.00006053514,0.00009736112,0.000108611,0.0003010934,0.0002517298,0.00011643,0.0001268934,0.0001383579,0.00023014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588829,"about_ca_system_score_gemma":0.0002129062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01132594,"about_ca_topic_score_gemma":0.01923062,"domain_scores_codex":[0.9999548,0.000002389909,0.000001300375,0.0000189797,0.000007517081,0.00001502123],"domain_scores_gemma":[0.9999291,0.00001364815,0.00001260611,0.000003299754,0.00001904169,0.00002221126],"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":[0.0004422925,0.00002579054,0.03743237,0.00003393359,0.00001913918,0.0001598979,0.0002087594,0.00007462832,0.9593157,0.00004595915,0.00006621035,0.002175319],"study_design_scores_gemma":[0.000005592075,0.0001854025,0.9655632,0.000002986425,0.00002080293,0.0002059815,0.0003290141,0.0001546997,0.03281773,0.00002678532,0.0006836291,0.000004153181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985029,0.0001517992,0.0001402832,0.00001235931,0.00000392724,0.000003947614,0.0007079971,0.000004235071,0.0004725998],"genre_scores_gemma":[0.9933431,0.0002162835,0.000496124,0.00005169925,0.000005603191,0.00001640718,0.001638808,0.000008281279,0.004223711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01132594,"threshold_uncertainty_score":0.02252001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069696400534595,"score_gpt":0.2701192312948947,"score_spread":0.2594222672895488,"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."}}