{"id":"W2467361017","doi":"10.1021/bk-2007-0967.ch018","title":"Natural Antimicrobials from Plant Essential Oils","year":2007,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Antimicrobial; Essential oil; Biotechnology; Biology; Food science; Food industry; Salmonella; Cosmetics; Pathogenic bacteria; Antifungal; Mycotoxin; Aromatherapy; Bacteria; Chemistry; Microbiology; Medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001514011,0.0006664838,0.0007841134,0.0000331909,0.0004047841,0.0003064993,0.0005565967,0.0006747512,0.001399529],"category_scores_gemma":[0.00001138943,0.0002998525,0.0003931569,0.00006667617,0.0002895725,0.0004247691,0.0003224955,0.0005855939,0.0002930392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004564301,"about_ca_system_score_gemma":0.00002820969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009413303,"about_ca_topic_score_gemma":0.003494078,"domain_scores_codex":[0.9976531,0.00003429956,0.0005513252,0.0008161842,0.0003698629,0.0005752466],"domain_scores_gemma":[0.9989156,0.0002142813,0.0004203043,0.0001654859,0.0001282149,0.0001561858],"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":[0.0001561798,0.00004790184,0.00001239947,0.00002421458,0.0001084832,0.0001140546,0.00004359411,3.630181e-7,0.9891101,0.003920668,0.004246947,0.002215065],"study_design_scores_gemma":[0.0001638203,0.0001542869,0.0001887735,0.0002878569,0.0001558573,0.00006705887,0.00001210673,9.852947e-7,0.6759021,0.001936823,0.3200522,0.001078081],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7033493,0.001667874,0.000007680627,0.006369863,0.006875564,0.0009909144,0.009468893,0.000748072,0.2705219],"genre_scores_gemma":[0.6313923,0.003464381,0.0002343953,0.001319258,0.007114647,0.000007352579,0.007061882,0.00002772629,0.349378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3158053,"threshold_uncertainty_score":0.9999453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448287753258602,"score_gpt":0.203019456256594,"score_spread":0.188536578724008,"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."}}