{"id":"W618789969","doi":"","title":"Proceedings, International Conference on MEMS, NANO and Smart Systems : July 20 to July 23, 2003, Banff, Alberta, Canada","year":2003,"lang":"en","type":"book","venue":"IEEE Computer Society eBooks","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Geography; Physical geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007325512,0.0005908556,0.0005573697,0.0000767964,0.0001166778,0.0001607279,0.0005056054,0.000491509,0.000004715122],"category_scores_gemma":[0.000008102455,0.0006099151,0.0001039613,0.00005618055,0.00008169399,0.00006623539,0.0001103932,0.0007022358,0.00002923462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007151291,"about_ca_system_score_gemma":0.0004907884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002937619,"about_ca_topic_score_gemma":0.009615668,"domain_scores_codex":[0.9981424,0.000002852267,0.0004032931,0.0005826112,0.0004016977,0.0004671835],"domain_scores_gemma":[0.9990758,0.00005019125,0.000118054,0.0002874807,0.0002917227,0.0001768094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003614685,0.000005465301,8.672553e-7,0.0002260377,0.0002310385,0.000008933002,0.0002327818,0.0004459492,0.000690863,0.001951356,0.9943127,0.001890419],"study_design_scores_gemma":[0.0002938182,0.0000699884,0.000002276256,0.0006558286,0.00002654451,0.00002862668,0.00003522792,0.002676239,0.001449671,0.0002697054,0.9938013,0.0006907659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165573,0.0007837365,0.00648001,0.0002540417,0.01664321,0.001863516,0.0003554303,0.001149248,0.9713053],"genre_scores_gemma":[0.002060386,0.0003324765,0.00737481,0.001034603,0.001003338,0.0001727099,0.00006606348,0.0002046008,0.987751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01644578,"threshold_uncertainty_score":0.9996352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01289741790792354,"score_gpt":0.198633122571406,"score_spread":0.1857357046634824,"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."}}