{"id":"W4256223064","doi":"10.2139/ssrn.3880251","title":"Associations Between <i>Listeria monocytogenes</i> Genomic Characteristics and Adhesion to Polystyrene at 8°C","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Listeria monocytogenes; Listeria; Adhesion; Polystyrene; Microbiology; Biology; Chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001959368,0.0002576186,0.0002026282,0.0005008522,0.0002132258,0.0004738706,0.0001549911,0.0003729136,0.004743383],"category_scores_gemma":[0.0007594107,0.0002024197,0.0002989179,0.0004746008,0.0002839264,0.0002317173,0.0002296361,0.0006506795,0.0007443208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840015,"about_ca_system_score_gemma":0.0001433622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003615293,"about_ca_topic_score_gemma":0.003588157,"domain_scores_codex":[0.9997165,0.00004023682,0.00002332356,0.00008371939,0.00005598751,0.00008019481],"domain_scores_gemma":[0.9991043,0.0002316255,0.0003069122,0.00007380405,0.0001314961,0.0001517808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002090447,0.0004009446,0.7332726,0.00005032163,0.0001627812,0.0002375526,0.0003330138,0.0002510549,0.2589529,0.0001127925,0.0004125458,0.003722858],"study_design_scores_gemma":[0.000003225128,0.0002994787,0.9904774,0.000004538419,0.0000344071,0.0001213101,0.000228828,0.0001756566,0.008287982,0.00002904127,0.0003316537,0.000006353485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998953,0.00005396912,0.0001207921,0.00001891492,0.00000560849,0.000002356805,0.0003804249,0.000004768797,0.0004601489],"genre_scores_gemma":[0.9978756,0.00002677712,0.0001158155,0.00002556829,0.000005159105,0.000005911097,0.000448938,0.00000493035,0.001491384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004743383,"threshold_uncertainty_score":0.01586825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110531953724622,"score_gpt":0.2192973389081961,"score_spread":0.2081920193709499,"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."}}