{"id":"W2609397002","doi":"10.1039/c7an00288b","title":"Association models for binding of molecules to nanostructures","year":2017,"lang":"en","type":"review","venue":"The Analyst","topic":"Nanocluster Synthesis and Applications","field":"Materials Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Agencia Nacional de Promoción Científica y Tecnológica; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Molecule; Nanostructure; Nanoparticle; Chemistry; Nanotechnology; Association (psychology); Materials science; Organic 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006102727,0.0001364587,0.0007523703,0.00008081597,0.0002418033,0.0001025841,0.0007945767,0.00009505329,0.00002083645],"category_scores_gemma":[0.0001363363,0.00007901897,0.0002805605,0.0001095325,0.0000192947,0.00004679591,0.0000972093,0.0000412022,0.00004222394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006171008,"about_ca_system_score_gemma":0.0000702612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004350057,"about_ca_topic_score_gemma":0.00002439438,"domain_scores_codex":[0.9990556,0.00007217293,0.0003581523,0.0002006013,0.000165879,0.0001476238],"domain_scores_gemma":[0.9981699,0.00024919,0.0008431429,0.0006171582,0.0000923779,0.00002822673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007916823,0.00004075718,0.000001275541,0.00554021,0.0005536832,3.710155e-7,0.0002630085,0.0002873788,0.01313944,0.01295506,0.01597208,0.9512388],"study_design_scores_gemma":[0.00002595439,0.000008153354,4.740583e-7,0.001042175,0.00106285,6.615547e-7,0.000007259392,0.00005815873,0.002668,0.0009729589,0.9940281,0.0001252827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007317494,0.990335,0.006974342,0.0001891607,0.000150172,0.0009583868,0.0006539724,0.00001792903,0.0006478205],"genre_scores_gemma":[0.0003982233,0.9944239,0.002184388,0.00002510702,0.0001903165,0.0003632746,0.00004728926,0.00003015592,0.002337313],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.978056,"threshold_uncertainty_score":0.32223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1275163440748517,"score_gpt":0.3856020553462292,"score_spread":0.2580857112713775,"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."}}