{"id":"W4235257361","doi":"10.4194/1303-2712-v19_7_08","title":"","year":2018,"lang":"en","type":"article","venue":"Turkish Journal of Fisheries and Aquatic Sciences","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Cambridge; International Development Research Centre","keywords":"Daphnia magna; Daphnia pulex; Biology; Pulex; Acute toxicity; Toxicity; Bioindicator; Branchiopoda; Cladocera; Organism; Zoology; Toxicology; Daphnia; Environmental chemistry; Ecology; Chemistry; Crustacean","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001897415,0.0003162994,0.0002576406,0.0004574954,0.0001944264,0.0002144321,0.0001337796,0.0001862973,0.002956258],"category_scores_gemma":[0.0001614626,0.0001000492,0.0003033087,0.0003223179,0.0001262606,0.0001430119,0.0002280294,0.0001866618,0.0008439775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00023694,"about_ca_system_score_gemma":0.0002031698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001653365,"about_ca_topic_score_gemma":0.002951662,"domain_scores_codex":[0.9997479,0.00002819655,0.0000290112,0.00008345481,0.00007611202,0.00003527571],"domain_scores_gemma":[0.9998209,0.00002468064,0.0000329462,0.00002107005,0.00007463479,0.00002590676],"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":[0.0006993472,0.0001787221,0.01628486,0.0002369115,0.00005487951,0.0000650432,0.00005230047,0.0002621476,0.9659889,0.00008543613,0.0002382383,0.01585313],"study_design_scores_gemma":[0.00003468102,0.007021517,0.1941239,0.0000221789,0.0001688427,0.0006271827,0.0001548601,0.000784796,0.7852135,0.0001167684,0.01171164,0.00002011182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9864005,0.001213601,0.002196933,0.00003195807,0.00005360066,0.0001015193,0.002174534,0.00007075038,0.007756605],"genre_scores_gemma":[0.9772857,0.0009194692,0.004757745,0.00009713286,0.00001481075,0.0001469751,0.005934757,0.00001212651,0.01083121],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9970437,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747303840278363,"score_gpt":0.2417357415098007,"score_spread":0.224262703107017,"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."}}