{"id":"W4412810184","doi":"10.18280/ijdne.200619","title":"Novel Imidazole Derivative AOMI: Enhanced Antibacterial/Anti-Biofilm Properties and Mechanistic Insights","year":2025,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Synthesis and Characterization of Heterocyclic Compounds","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Technology - Iraq","keywords":"Biofilm; Imidazole; Derivative (finance); Chemistry; Combinatorial chemistry; Microbiology; Computational biology; Biochemical engineering; Biology; Biochemistry; Bacteria; Engineering; Genetics; Business","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":[0.0001067954,0.0001723294,0.0002743327,0.0001967481,0.00008546888,0.0001911072,0.0002699765,0.0001946162,0.00005426947],"category_scores_gemma":[0.0001668809,0.0001395164,0.00006374304,0.0000629461,0.00005847483,0.0002591407,0.00008695538,0.0003145295,6.46146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006637631,"about_ca_system_score_gemma":0.00007881914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002496851,"about_ca_topic_score_gemma":0.000003014636,"domain_scores_codex":[0.9990221,0.00001971124,0.0004352232,0.0001770506,0.0002265277,0.0001194027],"domain_scores_gemma":[0.9990053,0.000157199,0.0003381167,0.00008915574,0.000355079,0.00005520717],"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":[0.0002448033,0.00008891871,0.0001749012,0.00003699302,0.0002875382,0.00001161505,0.0002187297,0.00002980125,0.9935445,0.001565265,0.00003088552,0.003766118],"study_design_scores_gemma":[0.001707594,0.00007188314,0.003670865,0.001128175,0.0001264115,0.0002866257,0.0004084888,0.0142587,0.9724094,0.002761904,0.002790205,0.0003797545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9452087,0.0005997957,0.05219615,0.0005274614,0.0007768616,0.0000484342,0.00001886074,0.00001502484,0.0006086769],"genre_scores_gemma":[0.9966167,0.0008297817,0.001882428,0.0002498008,0.0002078978,0.000002538224,0.00001128248,0.0000130225,0.0001865613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05140796,"threshold_uncertainty_score":0.5689314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01313854049829064,"score_gpt":0.2363773748223766,"score_spread":0.223238834324086,"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."}}