{"id":"W4410895596","doi":"10.1080/08927014.2025.2511002","title":"Combined enzymes and Aleppo pine essential oil to control <i>Cronobacter sakazakii</i> biofilms on stainless steel and plastic surfaces","year":2025,"lang":"en","type":"article","venue":"Biofouling","topic":"Enterobacteriaceae and Cronobacter Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Hashemite University","keywords":"Biofilm; Aleppo Pine; Cronobacter sakazakii; Essential oil; Food science; Chemistry; Microbiology; Biology; Botany; Pulp and paper industry; Bacteria; Engineering","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":[0.0001669615,0.0002349745,0.0002465924,0.000102602,0.0001473309,0.0001673459,0.0001607772,0.0001506915,0.00001442564],"category_scores_gemma":[0.00007864807,0.0002129471,0.0000466679,0.00009695839,0.0001134658,0.000008840886,0.0002205418,0.0001215867,0.000008143805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001513233,"about_ca_system_score_gemma":0.00005904065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003386341,"about_ca_topic_score_gemma":0.00006571798,"domain_scores_codex":[0.9986606,0.00008225376,0.0002295398,0.0005193186,0.0001190713,0.0003892421],"domain_scores_gemma":[0.9993921,0.00006612526,0.00004847513,0.0002692239,0.00006932421,0.0001547769],"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":[0.001025467,0.00008907969,0.0291079,0.0001181659,0.0001297192,0.000005913591,0.00004687727,0.00002689539,0.9652019,0.000157004,0.000559142,0.003531891],"study_design_scores_gemma":[0.007485656,0.001733584,0.08431796,0.0003959323,0.0001074415,0.000008680571,0.0004803354,0.0003131523,0.8750177,0.0000255786,0.02931626,0.0007976842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975781,0.0006388145,0.0003297254,0.0006574382,0.0002474176,0.0001776628,0.00007039571,0.0000204734,0.0002799099],"genre_scores_gemma":[0.9974508,0.0003411566,0.0001418935,0.0007393771,0.0001231272,0.0000272072,0.00006197298,0.00002126466,0.001093172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09018421,"threshold_uncertainty_score":0.868373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005444247731887531,"score_gpt":0.2540203316603189,"score_spread":0.2485760839284314,"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."}}