{"id":"W1971036128","doi":"10.1021/cm071382b","title":"Block Copolymer Templated Chemistry for the Formation of Metallic Nanoparticle Arrays on Semiconductor Surfaces","year":2007,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":198,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology; University of Alberta","funders":"","keywords":"Materials science; Monolayer; Semiconductor; Copolymer; Nanoparticle; Nanotechnology; Nanostructure; Metal; Chemical engineering; Polymer; Optoelectronics; Composite material","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":[0.001098784,0.0002466543,0.0004641319,0.00001708176,0.0001228251,0.00004880886,0.0005163795,0.0001729355,0.001117283],"category_scores_gemma":[0.0001661267,0.00018819,0.00009663537,0.0001324902,0.0002030236,0.0001581144,0.00007598078,0.00005625281,0.00002109527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004440497,"about_ca_system_score_gemma":0.00006539725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005468554,"about_ca_topic_score_gemma":0.000002153407,"domain_scores_codex":[0.9980447,0.00002969013,0.0008670802,0.0002989569,0.0003518377,0.0004077115],"domain_scores_gemma":[0.998105,0.0003839658,0.0006820003,0.0005605047,0.0001843882,0.00008411635],"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":[0.0002767976,0.0001018252,0.000004884116,0.0006684229,0.00003241574,7.637539e-7,0.0001812078,0.00002795124,0.9983191,0.00001182253,0.000348636,0.00002614689],"study_design_scores_gemma":[0.0006501784,0.00004077696,0.00001604615,0.00008068051,0.00008253421,0.0000163455,0.0002400781,0.00003955776,0.9983281,0.00005421803,0.0002572984,0.0001942113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982414,0.0003090278,0.00004484337,0.0001217772,0.0003191136,0.0003409732,0.0002523614,0.00006560698,0.000304928],"genre_scores_gemma":[0.999185,0.000008696727,0.0002699094,0.00002931689,0.0001342952,0.0000350117,0.00003014442,0.00003015088,0.0002774633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001096187,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052892699915639,"score_gpt":0.2562320752293989,"score_spread":0.2357031482302425,"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."}}