{"id":"W1988758822","doi":"10.1021/la702114c","title":"Fabrication of Surface Energy/Chemical Gradients Using Self-Assembled Monolayer Surfaces","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Desorption; Wetting; Monolayer; Self-assembled monolayer; Laser; Analytical Chemistry (journal); Chemistry; Substrate (aquarium); Surface energy; Materials science; Nanotechnology; Optics; Adsorption; Composite material; Chromatography; Organic chemistry; Physical chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001649608,0.0003879688,0.0003243827,0.0003166937,0.0001915547,0.0002600123,0.0003766445,0.0002772829,0.0005212965],"category_scores_gemma":[0.0002233095,0.0003615621,0.0002029303,0.0001808261,0.0001933453,0.0003277355,0.0003435298,0.0004909537,0.0003497245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056598,"about_ca_system_score_gemma":0.0001434232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002890115,"about_ca_topic_score_gemma":0.0009252024,"domain_scores_codex":[0.9998562,0.00001350033,0.00001125922,0.00002702299,0.0000675838,0.00002439527],"domain_scores_gemma":[0.9998841,0.00002402316,0.00002908521,0.00001678493,0.00002702398,0.0000188504],"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":[0.000009102549,0.000005463136,0.00003991223,0.00002270808,0.000001831032,0.00001828507,0.000009511084,0.00004799779,0.998549,0.00006319825,0.00002013452,0.001212929],"study_design_scores_gemma":[0.000003923277,0.00003347004,0.0002795602,0.0000013443,0.000001832013,0.00003867341,0.000004461808,0.0007683092,0.9982728,0.00002286563,0.0005696333,0.000003191491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521613,0.00154874,0.04268499,0.0001761436,0.00008084332,0.0001445542,0.0002887897,0.0005985128,0.002316167],"genre_scores_gemma":[0.9296303,0.001265113,0.06519544,0.0001004416,0.0000319497,0.0001160707,0.0002763712,0.00006557366,0.003318869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005212965,"threshold_uncertainty_score":0.001743913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151493300241755,"score_gpt":0.262387841552508,"score_spread":0.2472385115283325,"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."}}