{"id":"W2080273210","doi":"10.1080/08927014.2013.779370","title":"Formation of biofilms under phage predation: considerations concerning a biofilm increase","year":2013,"lang":"en","type":"article","venue":"Biofouling","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Curtin University of Technology","keywords":"Biofilm; Salmonella enterica; Pseudomonas aeruginosa; Microbiology; Biology; Bacteriophage; Salmonella; Antibiotic resistance; Staphylococcus aureus; Phage therapy; Bacteria; Antibiotics; Escherichia coli; Gene; Genetics","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":[0.0006625087,0.0003772955,0.0003318201,0.0003114393,0.0004765136,0.0007555967,0.0003945822,0.0008208933,0.001133178],"category_scores_gemma":[0.0007065392,0.0001767249,0.000347385,0.0001278124,0.0005616824,0.0006568509,0.0006985435,0.0005869973,0.0001375595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668529,"about_ca_system_score_gemma":0.0002586776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003249888,"about_ca_topic_score_gemma":0.000500967,"domain_scores_codex":[0.9994532,0.0001686769,0.00003047968,0.00005595548,0.00021732,0.00007424159],"domain_scores_gemma":[0.9994199,0.0002393718,0.000102495,0.00003433121,0.00012775,0.00007615259],"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":[0.0001301897,0.00003962392,0.004009031,0.0003672379,0.00001757024,0.0004170951,0.0002690131,0.0001781736,0.9881229,0.001238749,0.00007248265,0.005137972],"study_design_scores_gemma":[0.00002426119,0.001965733,0.0865092,0.000134986,0.00009963776,0.003619444,0.001753042,0.003679145,0.8914905,0.003548332,0.007128154,0.00004757703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742799,0.01347063,0.006963189,0.001456639,0.0001016417,0.00004061456,0.00006049624,0.00003124873,0.003595759],"genre_scores_gemma":[0.9946425,0.001803774,0.002596903,0.00009622089,0.00003144708,0.00001609605,0.0000265873,0.000003309286,0.0007831713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001133178,"threshold_uncertainty_score":0.003790855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220316316032615,"score_gpt":0.2413033032860435,"score_spread":0.219271671682782,"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."}}