{"id":"W2169493422","doi":"10.1109/mwscas.2000.951627","title":"A MEMS DNA replicator and sample manipulator","year":2002,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Microelectromechanical systems; Sample (material); Manipulator (device); Computer science; Materials science; Artificial intelligence; Optoelectronics; Robot; Physics","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":[0.0003675783,0.0009915611,0.0005429674,0.001153363,0.0008836389,0.0005628483,0.001630698,0.00184261,0.01052355],"category_scores_gemma":[0.0002766462,0.0008118745,0.0005710982,0.0005225323,0.0004562596,0.0009337608,0.0005090825,0.001199118,0.01024558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000437309,"about_ca_system_score_gemma":0.0008202607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006311409,"about_ca_topic_score_gemma":0.001740008,"domain_scores_codex":[0.9995874,0.00002609101,0.00001806272,0.00008487578,0.0002586284,0.00002501254],"domain_scores_gemma":[0.9998556,0.00003041644,0.00002150584,0.0000323793,0.00003413966,0.00002595064],"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":[0.0002404984,0.0002179947,0.0007434124,0.0005839798,0.0000501773,0.0006078974,0.0001488391,0.002193939,0.5744841,0.0350987,0.01985831,0.3657721],"study_design_scores_gemma":[0.00009739505,0.0008828156,0.001648867,0.00007927296,0.00006021454,0.003235232,0.00003740599,0.01398051,0.3191401,0.003355043,0.6573842,0.000098991],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01954035,0.006742935,0.9154253,0.001595019,0.002118435,0.001365457,0.00126171,0.00890562,0.04304516],"genre_scores_gemma":[0.05739039,0.005976362,0.8060864,0.001364962,0.0007030336,0.001468156,0.001499259,0.0002891282,0.1252224],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01052355,"threshold_uncertainty_score":0.03520483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01252161594935244,"score_gpt":0.1867891673789331,"score_spread":0.1742675514295807,"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."}}