{"id":"W7038827304","doi":"","title":"Interaction of Pseudomonas putida and Listeria monocytogenes in mixed culture biofilms / by Greg Kepka.","year":2008,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Listeria monocytogenes; Biofilm; Pseudomonas putida; Confocal laser scanning microscopy; Bacteria; Monoculture; Microorganism; Staining","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006715722,0.0002885581,0.0004840566,0.0005154511,0.0002540306,0.00001557033,0.0002586456,0.000385978,0.0001192294],"category_scores_gemma":[0.00002602727,0.0002920225,0.00009986053,0.0005400127,0.0002093237,0.0002018116,0.00002307766,0.0003343976,0.00003658702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002426285,"about_ca_system_score_gemma":0.00008195315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001577749,"about_ca_topic_score_gemma":0.9262545,"domain_scores_codex":[0.9988087,0.0002112036,0.0002644375,0.0003718857,0.0001020395,0.0002417746],"domain_scores_gemma":[0.9992459,0.0001295731,0.0002157421,0.0001819791,0.0001254299,0.0001013931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003953643,0.0001017001,0.978824,0.0001754016,0.0001104,0.00004960302,0.004324964,0.000005575836,0.0003662538,0.0001543581,0.008625899,0.006866455],"study_design_scores_gemma":[0.0006793334,0.0001403305,0.816844,0.0001788485,0.00007135475,0.00002164594,0.003184187,0.00005413051,0.0003551919,0.00001878962,0.1781191,0.0003331165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8388048,0.01261405,0.000003093594,0.00003903416,0.000771597,0.0001710193,0.0002119318,0.00003249242,0.147352],"genre_scores_gemma":[0.9741213,0.0005922166,0.00002359018,0.000001896242,0.00003171212,4.483488e-7,0.001601881,0.000005643649,0.0236213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9246767,"threshold_uncertainty_score":0.9999532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184252020002548,"score_gpt":0.2500537962068193,"score_spread":0.2182112760067939,"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."}}