{"id":"W2140384965","doi":"10.1109/nano.2005.1500845","title":"Controlled assembly of gold and silver nanoparticles using thermotropic amphiphilic and conventional liquid crystals","year":2005,"lang":"en","type":"article","venue":"","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Thermotropic crystal; Liquid crystal; Materials science; Amphiphile; Nanoparticle; Colloidal gold; Dispersion (optics); Phase (matter); Supramolecular chemistry; Nanocomposite; Chemical engineering; Particle (ecology); Thermal stability; Silver nanoparticle; Nanotechnology; Liquid crystalline; Crystallography; Organic chemistry; Polymer; Crystal structure; Composite material; Chemistry; Optics; Copolymer; Optoelectronics","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":[0.0004665391,0.0001194,0.0002835853,0.00006448451,0.00006479393,0.0000625197,0.0001085631,0.00003531025,0.0006934767],"category_scores_gemma":[0.0001670694,0.00009184918,0.00003627541,0.00007054264,0.0002437436,0.0004466325,0.0001571788,0.00004109215,0.00001067261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003773394,"about_ca_system_score_gemma":0.00005400114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004552221,"about_ca_topic_score_gemma":0.00002204101,"domain_scores_codex":[0.9986139,0.0001070743,0.0003411175,0.0002501659,0.000383247,0.0003045278],"domain_scores_gemma":[0.9993402,0.0001561365,0.0001113216,0.0001498639,0.0001098404,0.000132589],"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":[0.0005907813,0.00006838332,0.0001840142,0.00002472948,0.00001653607,0.000001766609,0.00003938132,0.00004710979,0.995785,0.002990982,0.00002870959,0.0002226121],"study_design_scores_gemma":[0.004758218,0.0003752098,0.001217937,0.00003842055,0.00002139252,0.00001192386,0.00005813913,0.002377474,0.9901855,0.0005429146,0.0002734602,0.000139408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980214,0.0005890841,0.0003115253,0.00032633,0.00003169081,0.0003554515,0.00001463526,0.00002525613,0.0003246425],"genre_scores_gemma":[0.9969665,0.00004673362,0.00240178,0.0001029842,0.00004163327,0.00001366153,0.00000114899,0.00001097667,0.0004146268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005599492,"threshold_uncertainty_score":0.7593083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0285636071432968,"score_gpt":0.3031572895953526,"score_spread":0.2745936824520558,"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."}}