{"id":"W2885757537","doi":"10.1063/1.5042779","title":"Caging of planktonic rotifers in microfluidic environment for sub-lethal aquatic toxicity tests","year":2018,"lang":"en","type":"article","venue":"Biomicrofluidics","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; RMIT University; Australian Research Council; Ontario Ministry of Natural Resources and Forestry","keywords":"Brachionus calyciflorus; Ecotoxicology; Bioassay; Biology; Microfluidics; Invertebrate; Aquatic toxicology; Toxicity; Toxicology; Environmental toxicology; Ecology; Zoology; Rotifer; Nanotechnology; Chemistry; Materials science","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":[0.00008766244,0.0002660679,0.0001644438,0.00009221689,0.000119036,0.0001060285,0.0001880183,0.0001713182,0.0004285118],"category_scores_gemma":[0.0001468699,0.00008998455,0.000107738,0.00004744859,0.000160202,0.0001278772,0.0002707795,0.0002016318,0.0001034545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492649,"about_ca_system_score_gemma":0.0001917256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006601369,"about_ca_topic_score_gemma":0.00201503,"domain_scores_codex":[0.9999334,0.00000592965,0.000005613839,0.00002369511,0.00001597379,0.00001547276],"domain_scores_gemma":[0.999898,0.00002047746,0.00004224714,0.000008681344,0.00001156226,0.00001908542],"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":[0.00001205116,0.000005708353,0.0004520196,0.00001767488,0.000001339593,0.0000172964,0.00001157535,0.00007206279,0.9980981,0.00001563455,0.00001392873,0.001282799],"study_design_scores_gemma":[0.000006527004,0.0006156338,0.02040261,0.00001006357,0.00001890372,0.0001673678,0.00004571184,0.002283414,0.9750363,0.00004571367,0.001355496,0.00001219905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851416,0.0004042166,0.01355299,0.00005863265,0.00002469177,0.00004922981,0.0002066033,0.0001019306,0.0004600907],"genre_scores_gemma":[0.9693146,0.000549642,0.02837649,0.00005629539,0.00001037147,0.0001548919,0.0002156235,0.00001512252,0.001306905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006601369,"threshold_uncertainty_score":0.001433492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664191449115984,"score_gpt":0.265933448785889,"score_spread":0.2292915342947291,"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."}}