{"id":"W4243836989","doi":"10.22215/etd/2001-04988","title":"Survival of genetically engineered microorganisms in the environment and a test of the ability to predict survival of Pseudomonas chlororaphis 3732RN-L11 in soils across Canada","year":2001,"lang":"en","type":"dissertation","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pseudomonas chlororaphis; Pseudomonas; Test (biology); Biology; Microorganism; Environmental science; Biotechnology; Ecology; Genetics; Bacteria","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005307053,0.0005177729,0.000365367,0.0004305417,0.0008205715,0.000781203,0.0005386031,0.0004464258,0.0003076342],"category_scores_gemma":[0.001088412,0.0001967506,0.0003008056,0.0006983551,0.0004141256,0.0002552049,0.0004107031,0.0004840979,0.0001403963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008209181,"about_ca_system_score_gemma":0.006111327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9057637,"about_ca_topic_score_gemma":0.889863,"domain_scores_codex":[0.9994175,0.00004020282,0.0000287869,0.0001494976,0.0002131749,0.0001508262],"domain_scores_gemma":[0.9992869,0.0001223306,0.00007652961,0.00003410645,0.0003783524,0.0001017688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001406958,0.0005808503,0.3083044,0.0001062975,0.0001334118,0.0002872394,0.0009990508,0.008989254,0.6615252,0.0002137399,0.0003089044,0.01714463],"study_design_scores_gemma":[0.00003823018,0.001010942,0.8269314,0.00001795646,0.00009296215,0.0001734965,0.00200792,0.01521642,0.1531262,0.00009917252,0.001218793,0.00006645441],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992011,0.00003604754,0.000195395,0.00002011173,0.00000136955,0.000007640122,0.0002993311,0.000005960555,0.0002330612],"genre_scores_gemma":[0.9972683,0.000119365,0.0007303664,0.00001558552,6.114267e-7,0.000009183826,0.0008506443,0.000006001696,0.0009999423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09423625,"threshold_uncertainty_score":0.1895824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006805454981145322,"score_gpt":0.2133140286329578,"score_spread":0.2065085736518125,"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."}}