{"id":"W4410455355","doi":"10.1007/s44169-025-00085-5","title":"Chemical Ecological Risk Assessment for Aquatic Life Under Climate Change: A Review from Occurrence, Bioaccumulation, and Toxicity Perspective","year":2025,"lang":"en","type":"review","venue":"Reviews of Environmental Contamination and Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"National Natural Science Foundation of China","keywords":"Bioaccumulation; Perspective (graphical); Risk assessment; Climate change; Environmental science; Aquatic environment; Toxicity; Ecology; Biology; Chemistry; Computer science","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":[0.0009098584,0.00111009,0.002089845,0.003426198,0.0002333175,0.001137222,0.0009219666,0.001140975,0.002954101],"category_scores_gemma":[0.001301351,0.0003476354,0.001032336,0.004399428,0.0003130077,0.001341444,0.0007452634,0.001054772,0.0008958269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005305234,"about_ca_system_score_gemma":0.001826105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002860631,"about_ca_topic_score_gemma":0.005320168,"domain_scores_codex":[0.999638,0.00005136957,0.00007032277,0.00006736721,0.0001523074,0.00002071225],"domain_scores_gemma":[0.9992355,0.0003810912,0.000147439,0.0000160063,0.0001867323,0.00003317427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006684197,0.00007148679,0.0004161122,0.05795293,0.000349112,0.0001787943,0.00007067039,0.0006611576,0.0025897,0.002181974,0.02480869,0.9106526],"study_design_scores_gemma":[0.00002719569,0.0001906784,0.002662833,0.0165759,0.001141067,0.001319696,0.0001408512,0.000301368,0.000974684,0.00236739,0.9742348,0.00006349267],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008982525,0.9992371,0.0001216588,0.0001159201,0.00007939011,0.000003870266,0.00003952252,0.000003955063,0.0003089105],"genre_scores_gemma":[0.0003877479,0.9990799,0.0001856684,0.00008497172,0.00006260583,0.000003746787,0.0000246348,7.774394e-7,0.0001699519],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003426198,"threshold_uncertainty_score":0.00988245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0503385136768471,"score_gpt":0.3607009659264625,"score_spread":0.3103624522496154,"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."}}