{"id":"W2319971498","doi":"10.1021/am508792k","title":"Study of Bacterial Adhesion on Biomimetic Temperature Responsive Glycopolymer Surfaces","year":2014,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Adhesion; Pseudomonas aeruginosa; Microbiology; Bacterial cell structure; Bacteria; Quartz crystal microbalance; Materials science; Pathogen; Lectin; Cell adhesion; Biophysics; Chemistry; Biology; Biochemistry; Adsorption; Organic chemistry; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009852127,0.0005831481,0.001058643,0.0002606908,0.0002664384,0.000309218,0.0007128261,0.000208151,0.001915066],"category_scores_gemma":[0.000213383,0.0004631543,0.00003445508,0.0002325547,0.0002615457,0.0002599929,0.0004498829,0.0001679826,0.001005387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007106171,"about_ca_system_score_gemma":0.00004115084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002782203,"about_ca_topic_score_gemma":0.00005115308,"domain_scores_codex":[0.9962201,0.0005879013,0.001083693,0.0009076963,0.0006470455,0.0005535315],"domain_scores_gemma":[0.9975137,0.0006338679,0.0007065518,0.0008766963,0.0001760571,0.00009310082],"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":[0.003221849,0.0005141189,0.00002890916,0.00004373061,0.00008598805,0.000003710425,0.002743457,0.00003303708,0.9918289,0.0002297235,0.001073128,0.0001935193],"study_design_scores_gemma":[0.001421638,0.001434931,0.0005116825,0.0001046835,0.00007937875,0.000005699747,0.004088292,1.963502e-7,0.9915801,0.00008762967,0.0002426625,0.0004431561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936646,0.0001066756,0.000001086662,0.0001157031,0.00374689,0.0008240753,0.0001490899,0.0002048049,0.001187134],"genre_scores_gemma":[0.998895,0.00001942958,0.00009665825,0.0001299374,0.0002447585,0.0001423939,0.00001488764,0.00007158676,0.0003853275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00523048,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627122098804687,"score_gpt":0.269977191515979,"score_spread":0.2537059705279322,"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."}}