{"id":"W2052300140","doi":"10.1021/la0518804","title":"Gold Film Surface Preparation for Self-Assembled Monolayer Studies","year":2006,"lang":"en","type":"article","venue":"Langmuir","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Monolayer; Self-assembled monolayer; Nanotechnology; Materials science; Chemical engineering; Chemistry; Engineering","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":[0.0004885601,0.0009419044,0.000573302,0.0006682303,0.0007584134,0.0002554403,0.0007760138,0.0005924112,0.005912935],"category_scores_gemma":[0.0005380943,0.0005042059,0.0003625714,0.0005784461,0.0001970662,0.0002774217,0.0003034877,0.000965679,0.002581491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002565841,"about_ca_system_score_gemma":0.0002660395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005922675,"about_ca_topic_score_gemma":0.001281907,"domain_scores_codex":[0.9996593,0.00005216521,0.00003476218,0.00007208148,0.0001079171,0.00007372135],"domain_scores_gemma":[0.9996483,0.0000723773,0.00002806949,0.00008483094,0.0001424378,0.0000239305],"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":[0.00001875583,0.00002630571,0.00005928513,0.0001120645,0.000007132356,0.00006626992,0.00004427147,0.00005352891,0.9978645,0.0001450265,0.0001691313,0.001433655],"study_design_scores_gemma":[0.00001231906,0.0001878433,0.0007456859,0.00001567141,0.00001678438,0.0001113267,0.00004993841,0.0007215284,0.9900292,0.00009558553,0.00800632,0.00000783103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8256392,0.008198543,0.1317184,0.0005178969,0.0008482467,0.003916248,0.00602923,0.001510705,0.02162156],"genre_scores_gemma":[0.7922633,0.01064504,0.1680779,0.0003605878,0.0001324292,0.00332677,0.009083134,0.0004627579,0.01564807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005912935,"threshold_uncertainty_score":0.0197807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008609242459200514,"score_gpt":0.2423327088756558,"score_spread":0.2337234664164553,"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."}}