{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009032669,0.001222334,0.001207208,0.001796455,0.001286866,0.002025002,0.001482205,0.001210113,0.01062613],"category_scores_gemma":[0.0009027765,0.0009407327,0.0009707924,0.001721551,0.0006882272,0.001173636,0.001574348,0.002591517,0.01632236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008450755,"about_ca_system_score_gemma":0.0004769496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007217261,"about_ca_topic_score_gemma":0.001030002,"domain_scores_codex":[0.9989486,0.0002259747,0.0001681178,0.0002193615,0.0003385809,0.00009929447],"domain_scores_gemma":[0.999626,0.00009770088,0.00007344536,0.0001048587,0.00005723471,0.00004074375],"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":[0.0003151212,0.0001762621,0.0005674273,0.002807333,0.00008932518,0.001267481,0.0008308624,0.001918304,0.7357388,0.05686608,0.04485673,0.1545662],"study_design_scores_gemma":[0.00008726409,0.0002764027,0.0007630645,0.0002389081,0.00008012944,0.002530599,0.0001054912,0.001617771,0.1529351,0.01071722,0.8305711,0.00007702505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04088918,0.03325697,0.779368,0.001915893,0.002441645,0.003184128,0.02097083,0.02593266,0.09204064],"genre_scores_gemma":[0.122606,0.02936686,0.7116847,0.001382872,0.0003647658,0.005909156,0.03758784,0.004241872,0.08685594],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01062613,"threshold_uncertainty_score":0.03554797,"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."}}