{"id":"W4211055190","doi":"10.3410/f.1029067.342509","title":"Faculty Opinions recommendation of High-resolution visualization of Pseudomonas aeruginosa PAO1 biofilms by freeze-substitution transmission electron microscopy.","year":2005,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Guelph; Advanced Foods and Materials Network","keywords":"Biofilm; Transmission electron microscopy; Lysis; Pseudomonas aeruginosa; Chemistry; Biophysics; Confocal microscopy; Extracellular polymeric substance; Electron microscope; High resolution; Membrane; Polymer; Materials science; Chemical engineering; Bacteria; Nanotechnology; Biology; Composite material; Physics; Cell biology; Biochemistry; Optics; Geology; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001571278,0.001387064,0.0008567089,0.005867611,0.0005656141,0.001690221,0.001611229,0.001216461,0.04216614],"category_scores_gemma":[0.01191874,0.0003979537,0.001110388,0.008429155,0.0001962711,0.0009910761,0.001021998,0.001065728,0.02689322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177522,"about_ca_system_score_gemma":0.00299155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02368202,"about_ca_topic_score_gemma":0.05257356,"domain_scores_codex":[0.9985474,0.0002300915,0.0002112225,0.0003753184,0.0004863981,0.0001496173],"domain_scores_gemma":[0.9942183,0.001688649,0.0009956277,0.0008282067,0.001651827,0.0006173703],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001375275,0.00004624068,0.00615135,0.002566427,0.000203474,0.00006528113,0.00004056367,0.0005564757,0.0006372254,0.0003396478,0.9749726,0.01428307],"study_design_scores_gemma":[0.0003623141,0.00004419021,0.03794036,0.0004754045,0.0001995525,0.0001228524,0.0001205834,0.001829594,0.001672136,0.0007265903,0.9564606,0.00004583391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"commentary","genre_scores_codex":[0.0009575333,0.000241923,0.0001516965,0.0001760484,0.00003121821,0.00002922695,0.9962162,0.0006424532,0.001553754],"genre_scores_gemma":[0.001783971,0.0001641,0.0008449026,0.00005752495,0.000009781447,0.00007443437,0.9960744,0.0000668901,0.0009239575],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9984287,"threshold_uncertainty_score":0.1410598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01292260340536703,"score_gpt":0.3215622232290415,"score_spread":0.3086396198236745,"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."}}