{"id":"W2110006131","doi":"","title":"The effects of naturally-derived plant compounds on pseudomonas aeruginosa pathogenicity","year":2014,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Ginseng Biological Effects and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Pseudomonas aeruginosa; Pathogenicity; Biology; Microbiology; Genetics; Bacteria","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001285824,0.0003472385,0.0003714975,0.0001058839,0.0004821024,0.0000246355,0.0007351259,0.0005255258,0.00000286658],"category_scores_gemma":[0.0001744643,0.0002638756,0.0002976539,0.0002202132,0.0002024162,0.000002553146,0.0001309528,0.0004000487,0.00002016628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004214837,"about_ca_system_score_gemma":0.0001230244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001797594,"about_ca_topic_score_gemma":0.01430371,"domain_scores_codex":[0.9985867,0.0003130779,0.0002126661,0.0004677515,0.0001236457,0.0002962029],"domain_scores_gemma":[0.9982911,0.000488236,0.0002410918,0.0006664135,0.0001968763,0.0001162415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008156874,0.0005294823,0.0007546315,0.0004118549,0.0003215089,0.00001737455,0.0001402276,0.000005554045,0.956403,0.02247498,0.01108213,0.007043542],"study_design_scores_gemma":[0.001408718,0.001347198,0.03410647,0.0003429311,0.0002190527,0.000005975307,0.0001015584,0.00001795847,0.2563334,0.0001338903,0.7052976,0.000685155],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9625807,0.001182555,0.00005999941,0.00006347014,0.0005613164,0.0005340698,0.0001063872,0.00003360721,0.03487793],"genre_scores_gemma":[0.9896632,0.00007911884,0.00001131117,0.000008041397,0.0001311011,0.00001055268,0.002268493,0.0000254697,0.007802647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7000695,"threshold_uncertainty_score":0.9999813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00871567689104917,"score_gpt":0.2278086501914632,"score_spread":0.2190929733004141,"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."}}