{"id":"W3089378613","doi":"10.1016/j.envpol.2020.115776","title":"Chronic toxicity of waterborne thallium to Daphnia magna","year":2020,"lang":"en","type":"article","venue":"Environmental Pollution","topic":"Thallium and Germanium Studies","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Daphnia magna; Toxicity; Bioaccumulation; Thallium; Chronic toxicity; EC50; Daphnia; Cladocera; Acute toxicity; Toxicology; Ecotoxicology; Trace element; Reproduction; Environmental chemistry; Biology; Animal science; Chemistry; Crustacean; Ecology; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.00007377069,0.0001671549,0.0001751559,0.00001625595,0.00009381266,0.000006551134,0.0001988684,0.00005206158,0.002842262],"category_scores_gemma":[0.000006446789,0.0001550834,0.00007313662,0.0001161163,0.0001871939,0.0001512762,0.0004310372,0.00008476032,0.00250862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002727899,"about_ca_system_score_gemma":0.000003190728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006020876,"about_ca_topic_score_gemma":0.00003408074,"domain_scores_codex":[0.9988017,0.00003531837,0.0002229373,0.000343868,0.0003119133,0.0002842718],"domain_scores_gemma":[0.9995672,0.000007001618,0.00006553276,0.0001806302,5.987632e-7,0.0001790639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003757575,0.00007566051,0.01004983,0.00001257403,0.00001440707,0.000004250401,0.001070664,0.002401156,0.9799492,0.00004458602,0.002182479,0.004157639],"study_design_scores_gemma":[0.0004507799,0.0005984423,0.6243342,0.000008931152,0.00002752484,0.000003890075,0.0001957583,0.000269547,0.3519688,0.00007936115,0.02174715,0.0003156203],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902329,0.0001680749,0.0006954108,0.003431979,0.00009326094,0.0002841569,0.00007122941,0.00004506416,0.004977864],"genre_scores_gemma":[0.9982511,0.00004912003,0.0002972097,0.000857358,0.0001403907,0.00001271804,0.00001195617,0.00001553854,0.0003646137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6279804,"threshold_uncertainty_score":0.9982681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009111801301258814,"score_gpt":0.193894112483706,"score_spread":0.1847823111824472,"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."}}