{"id":"W2053825729","doi":"10.1002/adma.200390016","title":"Self‐Assembled Surface Patterns of Binary Colloidal Crystals","year":2003,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Pickering emulsions and particle stabilization","field":"Materials Science","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Dispersity; SPHERES; Monolayer; Microsphere; Self-assembly; Colloid; Colloidal crystal; Binary number; Nanotechnology; Millimeter; Chemical engineering; Optics; Polymer chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005892527,0.0001526862,0.0003131272,0.00003500933,0.00008863069,0.00004264551,0.0001430847,0.00006137411,0.0009932907],"category_scores_gemma":[0.0001800716,0.0001389724,0.00003428197,0.0001347316,0.00001772642,0.0002713043,0.00004739381,0.0000242684,0.00006853615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004691981,"about_ca_system_score_gemma":0.00005500411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002251246,"about_ca_topic_score_gemma":0.000004606431,"domain_scores_codex":[0.9985375,0.0001969183,0.0004439888,0.0002746355,0.0002467707,0.0003001961],"domain_scores_gemma":[0.9991431,0.00008646277,0.0002040376,0.0003478352,0.0001455853,0.00007303914],"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":[0.00004265979,0.00009446666,0.0005830568,0.0001492212,0.00000462086,0.000003267688,0.000155189,0.001656489,0.9960981,0.001174675,0.00002248233,0.00001578596],"study_design_scores_gemma":[0.0005345267,0.0001035732,0.001001408,0.00004602775,0.00001234957,0.000004972269,0.00009279682,0.00001649813,0.9952526,0.0002929509,0.002478366,0.0001639044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977745,0.00007449852,0.0005522707,0.00001686918,0.000696681,0.0003034036,0.00007475499,0.0001279077,0.0003791027],"genre_scores_gemma":[0.9898046,0.00006398689,0.009931882,0.00002165733,0.00001822075,0.00001948177,0.000005652395,0.00002454273,0.0001100195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009379611,"threshold_uncertainty_score":0.99992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0117987324479456,"score_gpt":0.2582103492176795,"score_spread":0.2464116167697339,"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."}}