{"id":"W1971271260","doi":"10.1080/03601230600964316","title":"Review of Recent Ecotoxicological Studies on Cladocerans","year":2006,"lang":"en","type":"review","venue":"Journal of Environmental Science and Health Part B","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University","keywords":"Daphnia pulex; Daphnia magna; Ecotoxicology; Ceriodaphnia dubia; Branchiopoda; Cladocera; Biology; Daphnia; Pulex; Toxicology; Benthic zone; Bioassay; Environmental toxicology; Ecotoxicity; Zoology; Ecology; Toxicity; Zooplankton; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0004612122,0.001134125,0.001557117,0.00368535,0.0003127166,0.0007278732,0.0008999003,0.0006529485,0.004568666],"category_scores_gemma":[0.0008008811,0.0003459166,0.0006249258,0.005063533,0.0002741074,0.001148683,0.0005118608,0.0005437541,0.001627774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004469978,"about_ca_system_score_gemma":0.00115852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351732,"about_ca_topic_score_gemma":0.003510598,"domain_scores_codex":[0.9997445,0.00003151603,0.000053983,0.00005074514,0.0001019556,0.0000173379],"domain_scores_gemma":[0.9993995,0.0002090557,0.0001201529,0.00001899929,0.0002064299,0.00004571719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009812404,0.00008513773,0.0005466425,0.0482318,0.0001538578,0.0005579724,0.0001179547,0.0005782021,0.00527087,0.0006658424,0.0215869,0.9221067],"study_design_scores_gemma":[0.0000216304,0.0002921867,0.006505448,0.0106918,0.0004790101,0.003285553,0.0001649703,0.0001503062,0.002265415,0.0007757596,0.9753276,0.00004036531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004577294,0.9982364,0.0001269274,0.0001021495,0.0001602583,0.000006878869,0.00004686896,0.00000757904,0.0008551617],"genre_scores_gemma":[0.0009098853,0.9982089,0.0001738393,0.00008524812,0.0001037465,0.000005711628,0.00005392939,8.416773e-7,0.0004580148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004568666,"threshold_uncertainty_score":0.0152837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1755539602634191,"score_gpt":0.4333966910631841,"score_spread":0.257842730799765,"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."}}