{"id":"W4225129776","doi":"10.1007/s10661-022-10071-2","title":"Assessment of the heavy metal levels and biomarker responses in the smooth scallop Flexopecten glaber from a heavily urbanized Mediterranean lagoon (Bizerte lagoon)","year":2022,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Gill; Bioindicator; Glutathione peroxidase; Catalase; Scallop; Biology; Superoxide dismutase; Ecotoxicology; Pollution; Environmental chemistry; Ecology; Bay; Oxidative stress; Chemistry; Fishery; Oceanography; Endocrinology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001042027,0.0003308064,0.0003791639,0.00006279172,0.0009672368,0.00004373371,0.0005274946,0.0001083086,0.002051158],"category_scores_gemma":[0.00001387,0.000237548,0.00009857491,0.0002488133,0.0007666299,0.0001960647,0.001432696,0.0006778344,0.000007158706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005936854,"about_ca_system_score_gemma":0.00001784613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002565613,"about_ca_topic_score_gemma":0.00005104324,"domain_scores_codex":[0.9964833,0.00115939,0.0004825675,0.0006602886,0.0007623696,0.0004521266],"domain_scores_gemma":[0.9987494,0.0004243506,0.0002205983,0.0004956636,8.484338e-7,0.000109141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001009386,0.0006389251,0.7947689,0.000005440482,0.00006154655,0.00003175794,0.0006299911,0.0001337669,0.199577,0.00003824206,0.0001199672,0.003893499],"study_design_scores_gemma":[0.001425924,0.0003476841,0.9851415,0.00001284963,0.00006656323,0.00003614045,0.002149769,0.0003080773,0.004307219,0.0002592083,0.005684373,0.0002606536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954459,0.0002984991,0.00002121943,0.001515957,0.0005121746,0.0006393834,0.0001463155,0.00001614326,0.001404394],"genre_scores_gemma":[0.9974257,0.00008829375,0.001142864,0.0003143657,0.00005217218,0.0002698116,0.0000190185,0.00002901048,0.0006587019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1952698,"threshold_uncertainty_score":0.9988611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238951750234377,"score_gpt":0.2906627282980347,"score_spread":0.258273210795691,"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."}}