{"id":"W2438420784","doi":"10.1385/1-59259-755-6:227","title":"Transformation Systems in Insects","year":2004,"lang":"en","type":"article","venue":"Mobile Genetic Elements","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Biotechnology Research Institute","funders":"","keywords":"Transposable element; Biology; Transformation (genetics); Vector (molecular biology); Insect; Gene; Computational biology; Genetics; Genome; Ecology","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":[0.00009107646,0.0001130575,0.00008924106,0.00005838008,0.00002598631,0.00001632366,0.0001054986,0.00007290183,0.000008854418],"category_scores_gemma":[0.000005444026,0.0001206076,0.00003297791,0.00009014043,0.00001216288,0.000002324171,0.00002440178,0.00004689138,0.0000159622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002929577,"about_ca_system_score_gemma":0.00003260545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006692926,"about_ca_topic_score_gemma":0.00006742315,"domain_scores_codex":[0.9991848,0.00001496087,0.0002601299,0.0001953766,0.0001142718,0.0002304125],"domain_scores_gemma":[0.9997064,0.000001530428,0.00002889126,0.0001919634,0.00002049369,0.00005071541],"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":[0.00002528568,0.0001338443,0.007400483,0.00009045211,0.00003244938,0.000007903124,0.0004265589,0.3308957,0.6490211,0.0000601871,0.0000896093,0.01181636],"study_design_scores_gemma":[0.007270449,0.001527467,0.08750142,0.0001464845,0.0000327038,0.00006537084,0.0007781863,0.001716214,0.8312626,0.0001902158,0.06857618,0.0009326914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828418,0.001844157,0.01410276,0.00001080646,0.0002042962,0.0004577613,0.000006158847,0.00001129422,0.0005209089],"genre_scores_gemma":[0.9985011,0.0002488544,0.0007910295,0.00004289008,0.00008217432,0.0001939233,0.0000537427,0.00001662589,0.00006964564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291795,"threshold_uncertainty_score":0.4918233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005022736381179943,"score_gpt":0.2672593251340425,"score_spread":0.2622365887528626,"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."}}