{"id":"W4388680615","doi":"10.5539/jas.v15n12p92","title":"Aroma Chemicals Identification by Sophisticated Technique and Their Role Against Pathogens","year":2023,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orange (colour); Aroma; Essential oil; Limonene; Antimicrobial; Flavour; Sabinene; Food science; Myrcene; Rutaceae; Bacillus cereus; Biology; Traditional medicine; Chemistry; Botany; Bacteria; Microbiology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000662822,0.0001203402,0.0001805985,0.00002526009,0.0003322957,0.0001786778,0.0003777485,0.00006205731,0.00001166477],"category_scores_gemma":[0.0001292589,0.00003594337,0.00008256903,0.001221252,0.000240619,0.0004810632,0.00009972206,0.0001452487,0.000009765708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003327363,"about_ca_system_score_gemma":0.00001262702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001367652,"about_ca_topic_score_gemma":0.00000606571,"domain_scores_codex":[0.9989143,0.0000342534,0.0003074822,0.0002161075,0.0002642215,0.0002636573],"domain_scores_gemma":[0.9991538,0.00008970135,0.0003094581,0.00003412823,0.0002528093,0.0001600945],"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":[0.00000374595,0.0000376619,0.0002046258,0.000002499648,0.000003363477,0.000001819145,0.00003800775,0.000001443948,0.9887573,0.00001826693,0.001285071,0.009646192],"study_design_scores_gemma":[0.00004049567,0.00006225619,0.1867037,0.00002614409,0.000005192466,0.0000534674,0.0002123865,0.00001748546,0.8116513,0.0002319696,0.0008857102,0.0001099223],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970126,0.00008023646,0.000006748278,0.002534518,0.00009577395,0.0001040671,0.00003663782,0.00003878505,0.00009062876],"genre_scores_gemma":[0.9994471,0.0002096924,0.0000443596,0.00006069137,0.0001450874,0.00000285988,0.00001631329,5.841663e-7,0.00007328308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1864991,"threshold_uncertainty_score":0.2555783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008363460561286215,"score_gpt":0.2054195577884164,"score_spread":0.1970560972271302,"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."}}