{"id":"W1207898074","doi":"10.1007/s00128-015-1592-7","title":"A New Toxicity Test Using the Freshwater Copepod Cyclops vernalis","year":2015,"lang":"en","type":"article","venue":"Bulletin of Environmental Contamination and Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Nautilus Environmental","funders":"","keywords":"Cyclops; Copepod; Ceriodaphnia dubia; Cladocera; Daphnia magna; Biology; Zooplankton; Rotifer; Ecotoxicology; Toxicity; Branchiopoda; Crustacean; Daphnia; Water quality; Ecology; Zoology; Toxicology; Environmental chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000250885,0.0007405159,0.0002819489,0.0005307,0.0003532242,0.0003404946,0.000371723,0.0006242638,0.001140403],"category_scores_gemma":[0.0003163464,0.0001776409,0.0002866398,0.0002880687,0.0003891154,0.000428411,0.0004404721,0.0004841007,0.0002266018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003943944,"about_ca_system_score_gemma":0.0004178231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619862,"about_ca_topic_score_gemma":0.00660373,"domain_scores_codex":[0.9996345,0.00004801565,0.00002809093,0.0001093107,0.0001475712,0.00003254511],"domain_scores_gemma":[0.9996114,0.00007607804,0.00007020163,0.00003060267,0.0001214652,0.00009025294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002332741,0.0001106805,0.007230781,0.00008093636,0.00001866772,0.00007107607,0.00002266938,0.0001140256,0.9872183,0.00002358691,0.00007491645,0.004801038],"study_design_scores_gemma":[0.0001269998,0.01369362,0.08014814,0.00002884624,0.0001429618,0.0007853744,0.0001196567,0.001415946,0.9002616,0.00007266605,0.003169386,0.00003485911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877151,0.0009278196,0.005612707,0.0001028888,0.0001200147,0.0003118236,0.0006669495,0.00009702249,0.004445718],"genre_scores_gemma":[0.9776716,0.001544285,0.01131175,0.0002489667,0.00004991391,0.0003701173,0.00210831,0.00001533879,0.006679658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003619862,"threshold_uncertainty_score":0.007197559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01570276794451594,"score_gpt":0.2241544692390238,"score_spread":0.2084517012945079,"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."}}