{"id":"W2082142203","doi":"10.1017/s1479050504001413","title":"An FTIR study of <i>Pseudomonas aeruginosa</i> PAO1 biofilm growth and dispersion. An improved ATR method for studying biofilms: the C–H stretch spectral region","year":2004,"lang":"en","type":"article","venue":"Biofilms","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; St. Francis Xavier University","funders":"","keywords":"Biofilm; Fourier transform infrared spectroscopy; Pseudomonas aeruginosa; Attenuated total reflection; Infrared; Chemistry; Amide; Analytical Chemistry (journal); Infrared spectroscopy; Fourier transform; Dispersion (optics); Materials science; Bacteria; Optics; Biology; Chromatography; Biochemistry; Physics; Organic chemistry","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":[0.0002148234,0.0004040863,0.0002112241,0.0001865604,0.0002740167,0.0001665859,0.0002030357,0.0003674853,0.0004846361],"category_scores_gemma":[0.0002751993,0.0001804634,0.0001627341,0.0002603045,0.000170565,0.000369625,0.000191462,0.0006285192,0.0002404087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001444719,"about_ca_system_score_gemma":0.0001487263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098892,"about_ca_topic_score_gemma":0.0008323959,"domain_scores_codex":[0.9998772,0.00001595718,0.000006021473,0.00002537713,0.00005571335,0.00001972387],"domain_scores_gemma":[0.9998591,0.00004537137,0.00002630468,0.000007352552,0.00004094149,0.00002088513],"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":[0.000009494485,0.000005655236,0.00003962606,0.0000144445,6.454175e-7,0.00001171999,0.0000129503,0.00001593195,0.9995947,0.000006665962,0.000006615336,0.0002814724],"study_design_scores_gemma":[0.000006680947,0.0003464045,0.007676282,0.00001008781,0.00001196,0.0002269344,0.00006428954,0.0005956171,0.9897866,0.00003221737,0.001232992,0.000009935158],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9906962,0.001743414,0.005238705,0.00010404,0.00001930906,0.00003904464,0.000457643,0.0000538133,0.001647959],"genre_scores_gemma":[0.97979,0.002318321,0.01394139,0.00007670205,0.00001986827,0.00005499976,0.0009219256,0.00004766196,0.002829253],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001098892,"threshold_uncertainty_score":0.002184927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169539136041684,"score_gpt":0.2709901185206357,"score_spread":0.2540362049164673,"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."}}