{"id":"W1980580499","doi":"10.4161/fly.6985","title":"Biolistics for high-throughput transformation and RNA interference in<i>Drosophila melanogaster</i>","year":2008,"lang":"en","type":"article","venue":"Fly","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"RNA interference; Biology; Drosophila melanogaster; Transformation (genetics); Gene; Genetics; Transgene; RNA silencing; RNA; Nucleic acid; Cell biology","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":[0.00003706441,0.00007297501,0.0000726641,0.00002178949,0.00002931996,0.000006016996,0.00004959024,0.00006084247,0.00000190328],"category_scores_gemma":[0.00001501357,0.00007235468,0.00001833456,0.00002771162,0.00002693179,0.000002844212,0.00001658441,0.00003215574,0.000001429168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004224976,"about_ca_system_score_gemma":0.00001165069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001039259,"about_ca_topic_score_gemma":0.00002405243,"domain_scores_codex":[0.9996166,0.000005202633,0.0001125683,0.0001252368,0.00002795163,0.000112506],"domain_scores_gemma":[0.9998436,0.000006284808,0.00001446733,0.00008799473,0.00001991133,0.00002776633],"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":[0.0001225774,0.00004478373,0.001276958,0.0001104043,0.0000245726,0.000003975772,0.0009661332,0.0005579488,0.9878479,0.001223364,0.0009934369,0.006827944],"study_design_scores_gemma":[0.002410342,0.0007974072,0.01868757,0.00005416108,0.00002158183,0.0000818827,0.0001366925,0.001826184,0.9534565,0.0008398745,0.02123892,0.0004489371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710822,0.0003779146,0.1277471,0.0001067614,0.0001200549,0.0001314105,0.0000289403,0.0000070484,0.0003985568],"genre_scores_gemma":[0.9974896,0.0003552996,0.001798684,0.00007730304,0.000102947,0.00001544988,0.00006950156,0.000008377858,0.00008287015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264073,"threshold_uncertainty_score":0.2950538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399599282062683,"score_gpt":0.2730179907340536,"score_spread":0.2590219979134268,"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."}}