{"id":"W2010416697","doi":"10.1504/ijnt.2008.019836","title":"Molecular nanoscience and engineering on surfaces","year":2008,"lang":"en","type":"article","venue":"International Journal of Nanotechnology","topic":"Surface Chemistry and Catalysis","field":"Engineering","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nanotechnology; Supramolecular chemistry; Nanoscopic scale; Scanning tunneling microscope; Molecule; Materials science; Nanoengineering; Self-assembly; Molecular electronics; Nanobiotechnology; Spectroscopy; Chemistry; Nanoparticle; Physics","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":[0.00005453918,0.00006619425,0.00009606122,0.0001471122,0.00001448798,0.000007856217,0.000255467,0.00007453912,0.000009270499],"category_scores_gemma":[0.00008675679,0.00006240825,0.00003565279,0.000091398,0.00005719297,0.0000744304,0.00002354328,0.0001603428,0.000003431969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003468066,"about_ca_system_score_gemma":0.0000101395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.418014e-7,"about_ca_topic_score_gemma":1.059636e-7,"domain_scores_codex":[0.9995351,0.00000240265,0.0001485979,0.00005932476,0.0001731536,0.00008146022],"domain_scores_gemma":[0.9997668,0.00003193747,0.00004169051,0.00006172181,0.00006970962,0.00002810605],"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":[0.000007664703,0.00001158271,0.0003832628,0.000003318799,0.00006914901,0.0003388584,0.00004025534,0.05470289,0.9422547,0.0001813881,0.00006778364,0.001939167],"study_design_scores_gemma":[0.0001843802,0.00003292763,0.000478293,0.00002215621,0.000004838447,0.001186062,0.00001729058,0.002387075,0.9932294,0.00008679084,0.002298411,0.00007233507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971561,0.0005137515,0.001400684,0.0003526818,0.0003787053,0.000009502782,0.000001688251,0.00004813505,0.0001386831],"genre_scores_gemma":[0.99896,0.0003783041,0.0005925737,0.00002544681,0.00002490289,5.066889e-7,3.994386e-7,0.000006500813,0.00001142819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05231582,"threshold_uncertainty_score":0.2544935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005552513284588983,"score_gpt":0.1966084703678719,"score_spread":0.1910559570832829,"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."}}