{"id":"W3193775753","doi":"10.1016/b978-0-12-823990-2.00015-5","title":"Microfluidic devices to study the effect of electric fields on C. elegans and Danio rerio","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Planarian Biology and Electrostimulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Danio; Zebrafish; Microfluidics; Biology; Multicellular organism; Caenorhabditis elegans; Model organism; Tracing; Nanotechnology; Computer science; Materials science; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736153,0.0002607421,0.0003177836,0.00005669836,0.0001017659,0.00001527525,0.0001734801,0.0003571507,0.0000120359],"category_scores_gemma":[0.00004206911,0.0001834127,0.0000901402,0.00001740586,0.00003941349,8.632894e-7,0.00008773737,0.0002499487,0.000006087642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001004586,"about_ca_system_score_gemma":0.00004604919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001151737,"about_ca_topic_score_gemma":0.00004416597,"domain_scores_codex":[0.9989845,0.0001180013,0.0002231055,0.000404572,0.00009366768,0.0001762248],"domain_scores_gemma":[0.9993449,0.00006433043,0.0001091439,0.0003927709,0.0000416356,0.000047251],"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":[0.001022246,0.00004073619,0.002240387,0.00009827655,0.00122412,0.0000415575,0.000224618,0.000002491524,0.2293137,0.0004008744,0.003322936,0.762068],"study_design_scores_gemma":[0.0006481254,0.007077717,0.001962603,0.0000928373,0.0003255682,0.00004011476,0.000006599403,0.000001340027,0.176581,0.00008050186,0.812806,0.0003775832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.671657,0.01768355,0.0000148895,0.0003709492,0.0002126351,0.001610368,0.0000307832,0.00001424861,0.3084055],"genre_scores_gemma":[0.6719813,0.0006318386,0.000007390285,0.001429978,0.0002662036,0.00004077055,0.0001291671,0.00004090517,0.3254724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8094831,"threshold_uncertainty_score":0.7479354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006971898251102963,"score_gpt":0.2367453425103968,"score_spread":0.2297734442592938,"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."}}