{"id":"W2161360041","doi":"10.1098/rsif.2013.0818","title":"The effect of nanoscale surface curvature on the oligomerization of surface-bound proteins","year":2014,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Nanoscopic scale; Curvature; Monomer; Polystyrene; Adsorption; Dimer; Chemistry; Materials science; Crystallography; Nanotechnology; Polymer; Physical chemistry; Organic chemistry; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.002568134,0.0002293564,0.0004578032,0.000009908547,0.0004401447,0.00008975104,0.001042522,0.0001055357,0.00006678739],"category_scores_gemma":[0.0007369579,0.00009535055,0.0005396603,0.0002139712,0.0005208365,0.0001249148,0.0002430068,0.0005157442,0.000018806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103716,"about_ca_system_score_gemma":0.00005414496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008433978,"about_ca_topic_score_gemma":0.00001099201,"domain_scores_codex":[0.997225,0.0008619969,0.0007120805,0.0001546353,0.0007759517,0.0002703073],"domain_scores_gemma":[0.9957359,0.001865445,0.001541001,0.0004947135,0.0003158651,0.00004701221],"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":[0.0003537954,0.00005862176,0.001821212,0.00006201562,0.0002241563,1.381048e-7,0.001867331,0.05784218,0.9286707,0.00007108193,0.008866134,0.0001626039],"study_design_scores_gemma":[0.0003667137,0.0006363929,0.001075657,0.000287429,0.0000785157,0.000005149967,0.0004984628,0.002736799,0.9905128,0.00005572355,0.003649412,0.00009687035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898924,0.0009663068,0.002344219,0.004141842,0.001885771,0.0003381151,0.00001681729,0.00001218969,0.0004023337],"genre_scores_gemma":[0.9981537,0.00004610001,0.0001682557,0.00009615258,0.00009399447,0.000002734972,1.282908e-7,0.00002077556,0.001418184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06184215,"threshold_uncertainty_score":0.3888282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007249004339782379,"score_gpt":0.2503926563302888,"score_spread":0.2431436519905065,"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."}}