{"id":"W3009111592","doi":"10.3390/microorganisms8030368","title":"Optimization of Preservation Methods Allows Deeper Insights into Changes of Raw Milk Microbiota","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Guelph; Université Laval","funders":"","keywords":"Food science; Propidium monoazide; Preservative; Biology; Dimethyl sulfoxide; Raw milk; 16S ribosomal RNA; Microbial population biology; Microbiome; Raw material; Chemistry; Microbiology; Real-time polymerase chain reaction; Biochemistry; Bacteria; Gene; Ecology; Genetics","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":[0.0008253704,0.0008664478,0.000526233,0.0004382937,0.0003226696,0.0008635832,0.0002653249,0.0003768692,0.00143883],"category_scores_gemma":[0.0007759476,0.0002167827,0.000388307,0.0004017996,0.0003268631,0.000526067,0.0006026697,0.000547788,0.0004841882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002708345,"about_ca_system_score_gemma":0.0003977553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005407147,"about_ca_topic_score_gemma":0.001245852,"domain_scores_codex":[0.9993962,0.0001145311,0.00006196,0.0001747978,0.0001746582,0.00007790343],"domain_scores_gemma":[0.9997068,0.00005776413,0.00009231043,0.00003995093,0.00008407951,0.00001899466],"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":[0.000106789,0.00002207279,0.001779578,0.0001367846,0.00001650621,0.00004289507,0.0000424836,0.00008901638,0.9922043,0.00004495807,0.00004262853,0.005471947],"study_design_scores_gemma":[0.000007552664,0.000475308,0.02450341,0.00005983696,0.00006513851,0.000216412,0.000133845,0.0005994894,0.9694214,0.0001419197,0.004355724,0.00002002037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605888,0.007206106,0.02771765,0.0003207662,0.0001479421,0.0001413108,0.001690984,0.0001964244,0.001990007],"genre_scores_gemma":[0.93916,0.005855659,0.04946765,0.0002007743,0.00006238683,0.0003094114,0.002383437,0.0001773453,0.002383384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143883,"threshold_uncertainty_score":0.004813373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712613516643527,"score_gpt":0.2846812840390123,"score_spread":0.267555148872577,"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."}}