{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007879095,0.00009123667,0.00009810687,0.00003794114,0.000165104,0.00006710984,0.00006501689,0.00005606289,0.01159318],"category_scores_gemma":[0.00003766605,0.00008606856,0.00004792213,0.000121429,0.00009751196,0.0008267777,0.000071927,0.00007881435,0.0008752843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006754221,"about_ca_system_score_gemma":0.00001092475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508899,"about_ca_topic_score_gemma":0.00007022962,"domain_scores_codex":[0.9993113,0.00003414967,0.0002716667,0.0001456252,0.0000880122,0.0001492641],"domain_scores_gemma":[0.9995642,0.0000588694,0.0001464346,0.0001435065,0.00002472914,0.00006230799],"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":[0.000002339917,0.00003334146,0.0003657458,0.000006521988,0.000005932225,5.662761e-7,0.0002842195,0.0003974783,0.9954919,0.0001631382,0.001756812,0.001491983],"study_design_scores_gemma":[0.0009861409,0.0001395251,0.06085696,0.0001141548,0.00007062574,0.00011258,0.001525514,0.01823402,0.9091116,0.001048595,0.007266139,0.0005341875],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988675,0.0000269798,0.004156897,0.0004726608,0.0001484666,0.0002563991,0.00001913562,0.0000476839,0.006196755],"genre_scores_gemma":[0.9939927,0.00001139146,0.005292105,0.0002811986,0.00003867786,0.00002163635,0.00003358458,0.000008524743,0.0003201354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08638036,"threshold_uncertainty_score":0.9999027,"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."}}