{"id":"W2002101657","doi":"10.2144/000112114","title":"Electrostatic Device for Active Transfer of Submicroliter Samples from Syringe Pipettors","year":2006,"lang":"en","type":"article","venue":"BioTechniques","topic":"Nanofabrication and Lithography Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Syringe; Microtiter plate; Sample (material); Optics; Physics; Chemistry; Mechanical engineering; Engineering; Chromatography","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":[],"consensus_categories":[],"category_scores_codex":[0.00007825115,0.0001618505,0.000211945,0.0001865976,0.00002745342,0.00001740527,0.0001422947,0.0001487633,0.00002075439],"category_scores_gemma":[0.000005945755,0.000159476,0.0001272373,0.0002077015,0.00004395302,0.00009697647,0.000006100845,0.00008769207,7.741133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004043334,"about_ca_system_score_gemma":0.000009848126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004047183,"about_ca_topic_score_gemma":0.00003700566,"domain_scores_codex":[0.9992505,0.00001759115,0.0002780793,0.000166351,0.00008494995,0.0002025368],"domain_scores_gemma":[0.9995957,0.00008618208,0.0000282513,0.0001980415,0.00006370535,0.00002811171],"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":[0.0000256449,0.00003751674,0.000365351,0.00008069933,0.00003114146,2.734417e-7,0.0001134553,0.000001911099,0.9856201,0.004180975,0.002313932,0.007228977],"study_design_scores_gemma":[0.000108858,0.00005336999,0.0034995,0.00004046686,0.00002432817,5.080593e-7,0.000009793494,0.00009026993,0.9501295,0.004309643,0.04155794,0.000175797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3505652,0.0007250207,0.6443962,0.00007069007,0.00003930674,0.0007357516,0.0004480889,0.001885503,0.001134194],"genre_scores_gemma":[0.927699,0.0001266537,0.07173092,0.00004499848,0.00005271721,0.0001776701,0.0001127116,0.00004029089,0.00001504076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5771338,"threshold_uncertainty_score":0.650324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00873145124648402,"score_gpt":0.2169822305073011,"score_spread":0.2082507792608171,"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."}}