{"id":"W4394695202","doi":"10.1021/acsomega.3c08672","title":"Antimicrobial, Preservative, and Hazard Assessments from Eight Chemical Classes","year":2024,"lang":"en","type":"article","venue":"ACS Omega","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agricultural Research Service; U.S. Department of Agriculture","keywords":"Preservative; Antimicrobial; Toxicology; Food science; Chemistry; Microbiology; Biology","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":[0.0006323496,0.0005760143,0.000257177,0.001587093,0.0002909689,0.0003395505,0.0002402674,0.0004078259,0.001824831],"category_scores_gemma":[0.000649135,0.0001172792,0.0004231225,0.0006293983,0.0002232098,0.0003563674,0.000402713,0.0003216683,0.0001958134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491503,"about_ca_system_score_gemma":0.0003976429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008268176,"about_ca_topic_score_gemma":0.002345614,"domain_scores_codex":[0.9994405,0.0000649696,0.00005448101,0.00006565363,0.0003203114,0.00005413013],"domain_scores_gemma":[0.9995505,0.00007713318,0.0001034166,0.00003149979,0.0001969445,0.00004047679],"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":[0.0002969816,0.0002170691,0.003946567,0.0002736455,0.00002798343,0.00005563195,0.00003732567,0.0004357658,0.9703969,0.0000670901,0.00008045224,0.02416466],"study_design_scores_gemma":[0.00003363102,0.007004676,0.02529757,0.00004964857,0.0001331996,0.0003044202,0.0001550446,0.0007807544,0.9629467,0.0000941708,0.003181638,0.00001860696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860265,0.004549205,0.00445774,0.0001020692,0.00001870465,0.0003405548,0.0009912458,0.000058813,0.003455216],"genre_scores_gemma":[0.9720187,0.005548432,0.01563562,0.0001660688,0.00001891329,0.0002575365,0.001579664,0.00001869881,0.004756368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001824831,"threshold_uncertainty_score":0.006104648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121649085987665,"score_gpt":0.2896782694700843,"score_spread":0.2684617786102077,"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."}}