{"id":"W2119548782","doi":"10.1139/w02-066","title":"Predicting survival of a genetically engineered microorganism, <i>Pseudomonas chlororaphis </i>3732RN-L11, in soil and wheat rhizosphere across Canada with linear multiple regression models","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Rhizosphere; Microcosm; Pseudomonas chlororaphis; Biology; Soil microbiology; Soil water; Bulk soil; Agronomy; Environmental science; Pseudomonas; Ecology; Bacteria","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001191615,0.001068536,0.0005110689,0.0007562995,0.0003518614,0.0007422574,0.0009234506,0.0004411059,0.0004129274],"category_scores_gemma":[0.001860862,0.0004016847,0.0008415077,0.0005991023,0.000246676,0.0002919724,0.0004431667,0.0005533717,0.000174931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005227564,"about_ca_system_score_gemma":0.003526162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7283083,"about_ca_topic_score_gemma":0.7092413,"domain_scores_codex":[0.9996086,0.00006332248,0.00002852295,0.0001613992,0.00007373912,0.00006444418],"domain_scores_gemma":[0.9989077,0.0004990981,0.0002172223,0.00003905519,0.0002818081,0.00005511159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007582722,0.0003208109,0.5382023,0.0001684268,0.0007004156,0.0001134287,0.0001762749,0.3859102,0.0287794,0.0002234322,0.0008244909,0.04382258],"study_design_scores_gemma":[0.00002654704,0.0003027412,0.1951325,0.00001500261,0.0001879693,0.00004360394,0.0001634463,0.7972416,0.006157559,0.0001298608,0.0005495718,0.00004953264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908624,0.0002305637,0.007150149,0.00009751291,0.000004316568,0.00003143365,0.00102244,0.0002201328,0.0003811139],"genre_scores_gemma":[0.9906662,0.0001761567,0.006897264,0.00003278136,0.00000231336,0.00003616681,0.001307182,0.00001697512,0.0008649519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716917,"threshold_uncertainty_score":0.5465834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317790729586515,"score_gpt":0.1822604151889723,"score_spread":0.1690825078931072,"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."}}