{"id":"W2081944306","doi":"10.1063/1.1391234","title":"Self-assembly of colloidal spheres on patterned substrates","year":2001,"lang":"en","type":"article","venue":"Applied Physics Letters","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada; Université de Moncton","funders":"","keywords":"Self-assembly; Grating; SPHERES; Colloidal crystal; Materials science; Colloid; Polystyrene; Groove (engineering); Hexagonal lattice; Hexagonal crystal system; Capillary action; Nanotechnology; Optics; Crystallography; Condensed matter physics; Chemistry; Optoelectronics; Physics; Composite material; Antiferromagnetism; Polymer","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":[0.00003385,0.0001816845,0.0002081901,0.00001694187,0.00008211696,0.00003078417,0.0001993645,0.00002326087,0.000132383],"category_scores_gemma":[1.804438e-7,0.0001792038,0.0001020317,0.0001974115,0.00004232845,0.00004632464,0.00002933515,0.0001202792,0.00006722106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001820583,"about_ca_system_score_gemma":0.0000250034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001033605,"about_ca_topic_score_gemma":0.000003186992,"domain_scores_codex":[0.9991097,0.00000950099,0.0002073467,0.0002560737,0.0001648933,0.0002524549],"domain_scores_gemma":[0.9993934,0.00006501187,0.0001411688,0.0003196461,0.0000210342,0.00005974963],"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":[0.00002592434,0.0004551324,0.006133882,0.00001393392,0.0001176028,8.482862e-7,0.0001903405,0.0006970132,0.8865836,0.1001702,0.002148536,0.003462953],"study_design_scores_gemma":[0.001195035,0.00004293335,0.003513137,0.00001997321,0.00006690201,4.529677e-7,0.0005131427,0.00020569,0.9820235,0.004809909,0.007128468,0.0004808528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731875,0.000002985593,0.002835811,0.0001748338,0.0000339152,0.0002752393,0.00003742569,0.00004806879,0.02340419],"genre_scores_gemma":[0.9987556,0.000001606841,0.0003487676,0.0004206341,0.0002489879,0.0001170506,0.00005407311,0.00002599687,0.00002728823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09543985,"threshold_uncertainty_score":0.730772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009114761711236858,"score_gpt":0.2258910371006567,"score_spread":0.2167762753894198,"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."}}