{"id":"W2414507556","doi":"","title":"Improvement of Methods for the Enumeration of Staphylococcus aureus to Eliminate Competing Flora in Raw-milk Cheeses Produced in Local Non-federally Registered Canadian Establishments","year":2015,"lang":"en","type":"article","venue":"2015 Annual Meeting (July 25 - 28, 2015)","topic":"Meat and Animal Product Quality","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Enumeration; Raw milk; Staphylococcus aureus; Flora (microbiology); Micrococcaceae; Food science; Business; Microbiology; Biology; Bacteria; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006205863,0.0002318602,0.000450812,0.00007634996,0.000133557,0.00006466488,0.0004706281,0.000120045,0.00001089839],"category_scores_gemma":[0.001979355,0.0001070719,0.00007795023,0.000487785,0.00008560136,0.0002157917,0.000132871,0.0001852961,0.000004229533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000151755,"about_ca_system_score_gemma":0.000151372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09743599,"about_ca_topic_score_gemma":0.08382645,"domain_scores_codex":[0.9974901,0.0003424791,0.000819284,0.0004939248,0.00030625,0.0005479307],"domain_scores_gemma":[0.998231,0.0003346353,0.0003592612,0.0001880961,0.0006385669,0.0002484541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006656892,0.0003093797,0.008880399,0.0001762299,0.00004084887,0.000003486451,0.008099796,0.0007563256,0.8496675,0.00007688408,0.0103449,0.1209785],"study_design_scores_gemma":[0.003691947,0.005859997,0.1708565,0.00108495,0.00008981378,0.000003161042,0.04329421,0.005931024,0.7230951,0.001035396,0.04347199,0.001585866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921748,0.000292172,0.0001174857,0.005023417,0.0003205496,0.001474211,0.000119601,0.0000157379,0.0004619961],"genre_scores_gemma":[0.9966976,0.000008201109,0.002538787,0.0002381112,0.0002373777,0.00008455927,0.00005586862,0.000004216638,0.000135263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619761,"threshold_uncertainty_score":0.9328913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0619802380245777,"score_gpt":0.3458414253499843,"score_spread":0.2838611873254066,"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."}}