{"id":"W4381199354","doi":"10.1007/978-3-031-33410-8_6","title":"Robotic Microinjection of Zebrafish Larva","year":2023,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on biomedical engineering","topic":"Zebrafish Biomedical Research Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Microinjection; Zebrafish; Yolk sac; Cell biology; Biomedical engineering; Biology; Chemistry; Anatomy; Medicine; Embryo; Biochemistry; Gene","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":[0.0001114706,0.0005725826,0.0003352881,0.0002795657,0.0002517706,0.0003679321,0.0006231225,0.000366546,0.01573256],"category_scores_gemma":[0.00006749183,0.0003044588,0.0003673462,0.0001917459,0.0002257351,0.0003737744,0.000485753,0.0005976807,0.00556908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005161994,"about_ca_system_score_gemma":0.0002754868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379661,"about_ca_topic_score_gemma":0.003110791,"domain_scores_codex":[0.9999201,0.000002818343,0.000001654756,0.00001988289,0.00004597555,0.000009494008],"domain_scores_gemma":[0.9999821,0.000005039792,0.000002029662,0.000003225356,0.000003813705,0.000003739666],"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":[0.00007879728,0.00004232478,0.0001054278,0.0002603891,0.00001498731,0.000183858,0.00006655067,0.002661252,0.7548376,0.0205659,0.02356189,0.1976209],"study_design_scores_gemma":[0.00002599628,0.0002792016,0.002152595,0.0001159751,0.00003644715,0.0006460042,0.00003345988,0.008214632,0.4017741,0.00540878,0.5812753,0.00003750401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03876175,0.01905594,0.392309,0.001332309,0.002408625,0.0003088291,0.001880229,0.00696574,0.5369776],"genre_scores_gemma":[0.07868301,0.01096775,0.1056913,0.000481161,0.0002270882,0.0002730722,0.001429401,0.0005526019,0.8016947],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01573256,"threshold_uncertainty_score":0.05263066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131372371164399,"score_gpt":0.2383885740227351,"score_spread":0.2270748503110911,"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."}}