{"id":"W2041723792","doi":"10.1007/s10544-005-3023-8","title":"Rapid Fabrication and Chemical Patterning of Polymer Microstructures and their Applications as a Platform for Cell Cultures","year":2005,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Nanotechnology; Fabrication; Mold; Microcontact printing; Polymer; PDMS stamp; Replication (statistics); Substrate (aquarium); Soft lithography; Polyester; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201839,0.000330472,0.0003218671,0.0003904071,0.0002698358,0.0004309355,0.0003358212,0.0003657711,0.001188462],"category_scores_gemma":[0.0004290637,0.0005644474,0.0003140679,0.0003261589,0.0003582021,0.0004912541,0.0003881732,0.0006009125,0.0004663781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003362058,"about_ca_system_score_gemma":0.0003614648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004656556,"about_ca_topic_score_gemma":0.001822398,"domain_scores_codex":[0.9997664,0.00002492453,0.00002248158,0.00004344445,0.0001028196,0.00003981273],"domain_scores_gemma":[0.999765,0.00008775163,0.00004074188,0.00005411441,0.00002856349,0.00002374224],"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":[0.0000126769,0.000005844365,0.00001320383,0.00002862385,0.000001648653,0.00001823304,0.000008192381,0.00006482898,0.9974495,0.0002659246,0.00005203133,0.002079194],"study_design_scores_gemma":[0.00000659228,0.00002944826,0.000294018,0.000001887405,0.000003749793,0.00005943228,0.000003663307,0.0003250915,0.9962828,0.0000944382,0.002895813,0.000003015884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7242617,0.01545779,0.2386497,0.0008319438,0.0004740395,0.0007002616,0.001735231,0.0009951629,0.01689422],"genre_scores_gemma":[0.7962108,0.008664895,0.1798955,0.0002251308,0.0001123134,0.0005180802,0.0009428228,0.0002265709,0.01320395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001188462,"threshold_uncertainty_score":0.003975809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005262134273252934,"score_gpt":0.2244913702091241,"score_spread":0.2192292359358712,"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."}}