{"id":"W2315070995","doi":"10.1021/la402749y","title":"Bacteria–Polymeric Membrane Interactions: Atomic Force Microscopy and XDLVO Predictions","year":2013,"lang":"en","type":"article","venue":"Langmuir","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Natural Resources; University of Alberta","funders":"Society for Women’s Health Research","keywords":"Membrane; Chemistry; Pseudomonas putida; Adhesion; Steric effects; Chemical engineering; Monolayer; Atomic force microscopy; Nanotechnology; Materials science; Organic chemistry; Biochemistry; Enzyme","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":[0.0003802699,0.0003816547,0.0003169236,0.0006661345,0.0002631924,0.0004123266,0.001206071,0.0007009789,0.0007249833],"category_scores_gemma":[0.001180965,0.0003538679,0.0003918387,0.0002593748,0.0005301314,0.0008650281,0.0004794622,0.0004240931,0.000192698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007325222,"about_ca_system_score_gemma":0.0003302796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003508575,"about_ca_topic_score_gemma":0.001576955,"domain_scores_codex":[0.9998117,0.00003131765,0.000008720306,0.00003262902,0.00008723064,0.00002842688],"domain_scores_gemma":[0.9996637,0.0001779766,0.00005331406,0.00003093141,0.00005659254,0.00001754018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001824954,0.0001508407,0.0124568,0.0007658294,0.00008761637,0.001091733,0.000280578,0.7055109,0.1491745,0.09312903,0.001854418,0.0353152],"study_design_scores_gemma":[0.000009315472,0.00002295203,0.001589965,0.00001066224,0.000003673113,0.00004231678,0.00002121673,0.9870121,0.005453434,0.005408892,0.0004156123,0.000009854876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7845885,0.003122654,0.1961237,0.0008404621,0.0001493426,0.00008224454,0.0003593832,0.0004236945,0.01431003],"genre_scores_gemma":[0.9795682,0.0009291667,0.01801119,0.00009918127,0.00002409383,0.00007419809,0.0001172696,0.00002465297,0.001152124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003508575,"threshold_uncertainty_score":0.006976306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00508967298233244,"score_gpt":0.2560610866305102,"score_spread":0.2509714136481778,"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."}}