{"id":"W4413317522","doi":"10.1139/cjm-2025-0020","title":"Variability in biofilm formation dynamics by <i>Salmonella enterica</i> isolated from animal-origin foods, plant-based foods, environment, clinical, and unspecified food sources: a 3-day in vitro study in tryptic soy broth at ambient temperature","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food science; Salmonella enterica; Tryptic soy broth; Biofilm; Biology; Microbiology; In vitro; Food microbiology; Soy protein; Food contaminant; Salmonella; Bacteria; Chemistry; Biochemistry; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004952963,0.000317186,0.0004150704,0.0002796297,0.000234245,0.0004445636,0.0001828721,0.0002845619,0.0004703247],"category_scores_gemma":[0.0005281848,0.0001990521,0.0005022367,0.0003483154,0.0002204884,0.000303265,0.000493849,0.0004091909,0.0001464743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001449132,"about_ca_system_score_gemma":0.000211547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750047,"about_ca_topic_score_gemma":0.001896614,"domain_scores_codex":[0.9993997,0.0001140126,0.00008759066,0.0001498375,0.0001636671,0.00008526463],"domain_scores_gemma":[0.9996091,0.00009293188,0.0001059765,0.00003670684,0.0001113176,0.00004406308],"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":[0.0003716922,0.0001232202,0.02507757,0.00008043492,0.00003828188,0.0001042499,0.0003182935,0.0001174124,0.9705321,0.00002408224,0.00006611892,0.003146464],"study_design_scores_gemma":[0.0000162087,0.00463462,0.6008686,0.00003152467,0.0001618236,0.0009387751,0.001501978,0.001265454,0.3891275,0.00006483716,0.001335016,0.00005371582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993449,0.0001300638,0.0001880806,0.00001214476,0.000004379924,0.000008878109,0.0001140108,0.000002873767,0.000194713],"genre_scores_gemma":[0.9978948,0.0001725773,0.0009352983,0.00002289526,0.000005793937,0.00002064495,0.0006207413,0.000003761736,0.0003234964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750047,"threshold_uncertainty_score":0.003479719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008327697422146497,"score_gpt":0.21451967325457,"score_spread":0.2061919758324235,"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."}}