{"id":"W3210057932","doi":"10.1371/journal.pone.0259209","title":"Profiling of Bacillus cereus on Canadian grain","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Government of Canada","funders":"","keywords":"Bacillus cereus; Cereus; Biology; Genome; Bacteria; Biotechnology; Gene; Microbiology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0001153636,0.0005588601,0.000441798,0.002054023,0.00126266,0.0009479604,0.0002890476,0.0002789709,0.0009619009],"category_scores_gemma":[0.0004309696,0.0002260778,0.0003045517,0.002989714,0.0002994193,0.0001406136,0.0004878518,0.0003549322,0.000442461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002085555,"about_ca_system_score_gemma":0.002721763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6993371,"about_ca_topic_score_gemma":0.8306452,"domain_scores_codex":[0.9994849,0.000008930469,0.0000168691,0.0001042394,0.0002722774,0.0001127125],"domain_scores_gemma":[0.9995201,0.00001590381,0.00005358275,0.000009383152,0.0003278156,0.00007325292],"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":[0.0003728076,0.00008009726,0.1432965,0.0002560031,0.00004735605,0.0006116444,0.001185226,0.0002336676,0.833444,0.0001252525,0.001444604,0.01890286],"study_design_scores_gemma":[0.000007440575,0.0001322376,0.9425924,0.00004652342,0.0000575062,0.0006759145,0.002261013,0.0005821112,0.03903921,0.00002590011,0.01454815,0.00003149914],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787451,0.0009230272,0.000727286,0.0001394182,0.00002856618,0.0000781135,0.01421683,0.00007246108,0.005069142],"genre_scores_gemma":[0.9561852,0.002206711,0.004474277,0.0002816367,0.00001719757,0.00005126423,0.02662857,0.00006450963,0.01009058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3006629,"threshold_uncertainty_score":0.6048671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943680885850933,"score_gpt":0.2402430391427139,"score_spread":0.2008062302842046,"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."}}