{"id":"W4253242035","doi":"10.2174/978160805121211101010138","title":"Ecological Impacts of Organic Chemicals on Freshwater Ecosystems","year":2011,"lang":"en","type":"book-chapter","venue":"BENTHAM SCIENCE PUBLISHERS eBooks","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biomagnification; Trophic level; Freshwater ecosystem; Biota; Bioaccumulation; Environmental science; Ecosystem; Ecology; Aquatic ecosystem; Pollutant; Population; Environmental chemistry; Biology; Chemistry","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001539649,0.0007153199,0.0007962671,0.0003712422,0.0002417317,0.000380447,0.002776958,0.0006575799,0.05989616],"category_scores_gemma":[0.0004462336,0.0005536106,0.0002598376,0.000180826,0.003001259,0.0009937645,0.001117147,0.000722002,0.001923105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380489,"about_ca_system_score_gemma":0.0003991538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001398291,"about_ca_topic_score_gemma":0.0009657212,"domain_scores_codex":[0.994434,0.00003892564,0.0008995543,0.001368586,0.001991098,0.001267821],"domain_scores_gemma":[0.996693,0.0001028736,0.0007946579,0.00144638,0.00002398013,0.0009391133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003247037,0.0008789211,0.005454048,0.0001287596,0.00036485,0.0002895305,0.004217342,0.000005991873,0.7377796,0.01113179,0.1628723,0.07655222],"study_design_scores_gemma":[0.003089316,0.00361739,0.02234529,0.0009998116,0.0003919975,0.0004162832,0.0002211981,0.00008162699,0.419909,0.0474643,0.4953303,0.006133495],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06543043,0.00001724769,0.000005047775,0.00009839234,0.0008411603,0.0006827833,0.0001608356,0.0001391218,0.932625],"genre_scores_gemma":[0.8476413,0.00000330128,0.0001385802,0.0003118221,0.0001036704,0.00000706205,0.00000451904,0.00009018489,0.1516996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7822109,"threshold_uncertainty_score":0.999712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935711268329901,"score_gpt":0.2202309252445256,"score_spread":0.2008738125612266,"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."}}