{"id":"W7068053441","doi":"","title":"The next generation of switchable glass : the micro-blinds","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Electrowetting and Microfluidic Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Glazing; Curling; Sputter deposition; Sputtering; Substrate (aquarium); Silicon","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001420533,0.00005930498,0.00005656277,0.0000194709,0.0001078332,0.00002733123,0.0001862032,0.0000491555,0.000005121672],"category_scores_gemma":[0.00002872741,0.0000340421,0.00002687591,0.0001140562,0.00003124993,0.00003291433,0.00001039444,0.0001219013,0.000005650585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001699775,"about_ca_system_score_gemma":0.000009156915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002992845,"about_ca_topic_score_gemma":0.000004121416,"domain_scores_codex":[0.9996173,0.000008428255,0.0001048718,0.00005650457,0.00005778364,0.0001550479],"domain_scores_gemma":[0.9996993,0.00003512777,0.00001800123,0.0002192696,0.00002051649,0.000007790289],"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":[0.000001168139,0.000003026767,0.000007588385,0.000001861514,0.000006393131,1.825265e-7,0.00006206692,0.0000355302,0.8874875,0.002013004,0.02531377,0.08506788],"study_design_scores_gemma":[0.00006529034,0.00003300754,0.00007821123,0.000005010489,0.000004882771,0.000003425648,0.00006463107,0.001339041,0.9658491,0.002765485,0.02974789,0.00004402367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822957,0.004318927,0.001468923,0.003519374,0.0001624297,0.00009391494,0.00000116111,0.000350573,0.007789023],"genre_scores_gemma":[0.9981349,0.000830258,0.0005931705,0.00006079772,0.00006694665,0.00000504094,0.000001241394,0.000006497369,0.0003012057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08502386,"threshold_uncertainty_score":0.1388196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233191635288267,"score_gpt":0.2165113202284077,"score_spread":0.193192156699581,"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."}}