{"id":"W4405223551","doi":"10.1093/biomethods/bpae093","title":"An efficient injection protocol for <i>Drosophila</i> larvae","year":2024,"lang":"en","type":"article","venue":"Biology Methods and Protocols","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Drosophila (subgenus); Larva; Protocol (science); Drosophila melanogaster; Biology; Medicine; Genetics; Gene; Ecology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009154712,0.0001771286,0.000235229,0.00003117877,0.000112318,0.0000913227,0.0001281793,0.0002644288,0.0002786873],"category_scores_gemma":[0.000132221,0.0001272657,0.00009740704,0.00007904734,0.00009954577,0.00004000991,0.00004170744,0.0001584381,0.000004124167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002495593,"about_ca_system_score_gemma":0.00003707759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007510927,"about_ca_topic_score_gemma":4.712085e-7,"domain_scores_codex":[0.9988222,0.0001180436,0.0002659263,0.0004942415,0.00004586298,0.0002537289],"domain_scores_gemma":[0.9991763,0.0004228084,0.00005114738,0.0002139414,0.00003453939,0.0001012578],"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":[0.0001514356,0.00008881214,0.0001311635,0.0007174619,0.00001803362,6.223297e-7,0.00003703187,0.000002908187,0.8109135,0.00320188,0.0001374596,0.1845997],"study_design_scores_gemma":[0.0004109011,0.0002109608,0.000009793815,0.000140936,0.000008709388,0.00001060834,0.000009509321,0.003053856,0.5147937,0.007134706,0.4740613,0.0001550679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004386216,0.00004971649,0.04130794,0.0002210818,0.00008034409,0.9492101,0.0001009777,0.0004477385,0.004195889],"genre_scores_gemma":[0.001556341,3.386142e-7,0.06084483,0.00005765134,0.0004625817,0.9368938,0.00001169384,0.00002441177,0.0001483394],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4739238,"threshold_uncertainty_score":0.5189745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0658047655359963,"score_gpt":0.4704907879333364,"score_spread":0.4046860223973401,"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."}}