{"id":"W4386068910","doi":"10.1002/lemi.202359089","title":"DART‐HRMS to differentiate black truffle species – towards a rapid and simple quality control method against truffle adulteration","year":2023,"lang":"en","type":"article","venue":"Lebensmittelchemie","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Bruker (Canada)","funders":"","keywords":"Library science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006047062,0.0002350032,0.0002683097,0.0001088706,0.0001803489,0.0001476619,0.0002133853,0.0001666516,0.00008608567],"category_scores_gemma":[0.0003876656,0.0002304052,0.0001204813,0.0002878549,0.00007849349,0.00001231833,0.0001057304,0.0001062859,0.0001805844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002016324,"about_ca_system_score_gemma":0.00004447664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000148163,"about_ca_topic_score_gemma":0.00002507125,"domain_scores_codex":[0.9981236,0.0001669727,0.0004767504,0.0006493297,0.0002442112,0.0003391395],"domain_scores_gemma":[0.998814,0.00004676533,0.0001504585,0.000601796,0.0002152807,0.0001717191],"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":[0.00008155599,0.00005973378,0.001141981,0.00006533876,0.00006698047,9.120411e-7,0.0004010155,0.00006899045,0.9706491,0.0006786617,0.02019298,0.006592785],"study_design_scores_gemma":[0.001199921,0.00009290095,0.05302268,0.0000122041,0.0000355091,0.000002482649,0.0004234703,0.0009712598,0.8709994,0.0001746075,0.07265688,0.0004087018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692513,0.00009378961,0.02571337,0.002169712,0.000272257,0.0004485849,0.0001715343,0.0001132022,0.001766243],"genre_scores_gemma":[0.9926806,0.0001874971,0.000753965,0.001243134,0.0003482529,0.00008805301,0.0009170472,0.00003516231,0.003746285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09964968,"threshold_uncertainty_score":0.9395651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03482028590511044,"score_gpt":0.3302263339224891,"score_spread":0.2954060480173786,"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."}}