{"id":"W7067927221","doi":"","title":"Mixtures of Metals and Polycyclic Aromatic Hydrocarbons Lead to Complex Toxic Outcomes in the Freshwater Amphipod, Hyalella azteca","year":2016,"lang":"en","type":"other","venue":"Knowledge Commons (Lakehead University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hyalella azteca; Ecotoxicology; Lead (geology); Heavy metals; Phenanthrene; Pollutant; Contamination; Aquatic toxicology; Ecotoxicity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004412713,0.001007375,0.001803326,0.005411729,0.0001888948,0.00006687058,0.002202846,0.0005489935,0.00035786],"category_scores_gemma":[0.0001195932,0.000734007,0.0004195626,0.001944328,0.000930175,0.0001338903,0.0006792169,0.0005398589,0.001804642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707941,"about_ca_system_score_gemma":0.0001355862,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007055665,"about_ca_topic_score_gemma":0.6103147,"domain_scores_codex":[0.9958395,0.001257504,0.000604967,0.000894636,0.0005001758,0.0009032143],"domain_scores_gemma":[0.9964605,0.0008931824,0.0004770422,0.001839647,0.00001977234,0.0003098692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003103981,0.001683789,0.06240687,0.0004266399,0.001957743,0.0004026171,0.005778318,8.574949e-7,0.01811948,0.00701387,0.8995725,0.002326924],"study_design_scores_gemma":[0.002221823,0.0001717058,0.01506632,0.0008872284,0.0005472708,0.0000243795,0.0002198452,0.00001161553,0.0002703682,0.0004718414,0.9790656,0.001042019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08960996,0.002006819,0.00009344477,0.0007555875,0.0002611199,0.001787803,0.001445132,0.0003838777,0.9036562],"genre_scores_gemma":[0.5594807,0.000006413411,0.00009475512,0.0000193642,0.0000846789,0.00001122842,0.00007994804,0.0005656949,0.4396572],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6096092,"threshold_uncertainty_score":0.9995111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416450691919306,"score_gpt":0.2654370377211818,"score_spread":0.2312725308019887,"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."}}