{"id":"W68442389","doi":"10.1385/0-89603-310-4:125","title":"Electrotransformation of Pseudomonas","year":2003,"lang":"en","type":"article","venue":"Humana Press eBooks","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Calgary","funders":"Cystic Fibrosis Foundation","keywords":"Pseudomonas putida; Electroporation; Pseudomonas aeruginosa; Pseudomonas; Pseudomonadaceae; Biology; Pseudomonadales; Bacteria; Microbiology; Mineralization (soil science); Chemistry; Ecology; Biochemistry; Gene; Genetics","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":[0.0004234924,0.0007762749,0.0004347757,0.0004499959,0.0002959596,0.0004237448,0.0005105746,0.0003956514,0.001820052],"category_scores_gemma":[0.0003076929,0.0002310414,0.0003898656,0.0006766455,0.0002919045,0.0002723451,0.0009043821,0.001208953,0.001470397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972341,"about_ca_system_score_gemma":0.0003520351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001299907,"about_ca_topic_score_gemma":0.001444941,"domain_scores_codex":[0.9992898,0.0001126892,0.00005982837,0.00013672,0.000267412,0.0001335222],"domain_scores_gemma":[0.9998019,0.00005306586,0.00004187719,0.00004263026,0.00003857867,0.00002198783],"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":[0.00005142604,0.00008214074,0.000124785,0.00008144681,0.000006042229,0.00008820419,0.0000671029,0.00006275118,0.9939923,0.0004976968,0.0002642609,0.004681832],"study_design_scores_gemma":[0.0000174698,0.000299631,0.00218041,0.00001415263,0.00002059113,0.000342768,0.00005512975,0.0007128637,0.9751683,0.0001381391,0.02103523,0.00001528895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8549034,0.005453253,0.0999284,0.001000181,0.0008598681,0.001370457,0.00554462,0.001573865,0.02936597],"genre_scores_gemma":[0.8648604,0.004370033,0.04463233,0.0004377679,0.00007823173,0.0009281069,0.0137743,0.0003000325,0.07061878],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001820052,"threshold_uncertainty_score":0.006088674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915081874016772,"score_gpt":0.3004695077448494,"score_spread":0.2613186890046816,"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."}}