{"id":"W101499289","doi":"10.1007/978-3-642-56486-4_11","title":"Production of Microfabricated Surfaces and Their Effects on Cell Behavior","year":2001,"lang":"en","type":"book-chapter","venue":"Engineering materials","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Microfabrication; Microelectronics; Nanotechnology; Materials science; Fabrication; Etching (microfabrication); Microlens; Photonics; Dopant; Optoelectronics; Engineering; Doping; Lens (geology)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006020672,0.0003668316,0.000473626,0.0001733427,0.00001650084,0.00001498438,0.00009738388,0.0002908394,0.00002504351],"category_scores_gemma":[0.00001866884,0.0003293296,0.00003742143,0.00002856981,0.00002708478,0.00004516956,0.00003676747,0.0001569124,0.00001067592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760096,"about_ca_system_score_gemma":0.00000311217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001641647,"about_ca_topic_score_gemma":1.745686e-7,"domain_scores_codex":[0.9992723,0.000001613504,0.0002536941,0.000227581,0.00006569517,0.0001790583],"domain_scores_gemma":[0.9995547,0.00004847989,0.00007307829,0.0002758978,0.00001919885,0.00002865856],"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":[0.000005013142,0.00000526235,6.197862e-7,0.0006607402,0.00002576985,0.000006872246,0.00002132924,0.001252846,0.9957041,0.0002019388,0.0001635099,0.001951972],"study_design_scores_gemma":[0.00009907958,0.00006085891,0.0001121154,0.0004262621,0.00002699532,0.00000917858,0.000002337191,0.000006121808,0.9864637,0.0001478555,0.01234626,0.0002991913],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917358,0.001814329,0.00009189587,0.000006869278,0.00165964,0.0004892939,0.00005329704,0.001012493,0.003136421],"genre_scores_gemma":[0.9774995,0.003915126,0.00104785,0.000002621646,0.0002470106,0.00007255347,0.00004716013,0.0002592835,0.01690893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01423629,"threshold_uncertainty_score":0.9999159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00647313432216473,"score_gpt":0.1761513932254979,"score_spread":0.1696782589033332,"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."}}