{"id":"W2061416415","doi":"10.1080/03601230802174565","title":"Baseline activities of four biomarkers in three life-stages of the amphipod,<i>Leptocheirus plumulosus</i>","year":2008,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part B","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Ocean Service; University of Windsor","keywords":"Aché; Juvenile; Biomarker; Glutathione; Acetylcholinesterase; Lipid peroxidation; Biology; Internal medicine; Endocrinology; Zoology; Oxidative stress; Ecology; Enzyme; Medicine; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002374094,0.0001507524,0.0003835198,0.0001172541,0.0003669376,0.000004627635,0.0004512714,0.00008455881,0.0006182386],"category_scores_gemma":[0.00008164783,0.0001086498,0.000086741,0.0003791848,0.004400945,0.0004238177,0.0003427694,0.0002625284,0.000005554458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919342,"about_ca_system_score_gemma":0.0001361979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006560516,"about_ca_topic_score_gemma":0.0002617993,"domain_scores_codex":[0.9977764,0.0001355212,0.0007538499,0.0002398151,0.0006905938,0.0004038429],"domain_scores_gemma":[0.9986416,0.0001164342,0.000782107,0.0002163666,0.000003221684,0.0002402425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008512099,0.0004137614,0.8960995,0.0000186693,0.00001688866,0.0000102204,0.0005268251,0.0003847994,0.09948947,0.00001744645,0.001106012,0.001831299],"study_design_scores_gemma":[0.000745143,0.0006201549,0.9757708,0.00004263165,0.000009691103,0.0001325963,0.0004947098,0.00008953697,0.02034841,0.0001383155,0.001496125,0.0001118935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968999,0.0004816211,0.00001383517,0.001676203,0.0001885103,0.0002425442,0.00001726765,0.00000183945,0.0004782879],"genre_scores_gemma":[0.9973889,0.001236614,0.00038646,0.0008664558,0.00003250451,0.000004322597,3.195851e-7,0.000007314793,0.00007709835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07967132,"threshold_uncertainty_score":0.9983085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04105494165237548,"score_gpt":0.273315262088423,"score_spread":0.2322603204360476,"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."}}