{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308659,0.0002766539,0.0002746968,0.0002577782,0.0003226767,0.0003169429,0.0006620993,0.0003668657,0.001262807],"category_scores_gemma":[0.0003152902,0.0002113329,0.0001911413,0.0002109906,0.0002438121,0.0003709294,0.0005297359,0.0005102193,0.0004776102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002820529,"about_ca_system_score_gemma":0.0002077991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001744864,"about_ca_topic_score_gemma":0.0003129686,"domain_scores_codex":[0.9998071,0.0000220683,0.00001238079,0.00004581764,0.00008962485,0.00002301844],"domain_scores_gemma":[0.9997781,0.00009968931,0.00003709183,0.00002948278,0.00003377787,0.00002199113],"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":[0.00002712243,0.00001206258,0.00007352356,0.00003356371,0.000002443112,0.00004007816,0.00003658507,0.00002488773,0.9963633,0.0002514449,0.0001673656,0.002967646],"study_design_scores_gemma":[0.000009554467,0.00007286746,0.0007041536,0.000002795016,0.000005745682,0.0001236724,0.00001428889,0.001051187,0.9958454,0.00007663306,0.002087679,0.000006143588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8521497,0.002392895,0.1385579,0.0005308359,0.0002590048,0.0001958112,0.0005779159,0.0009530098,0.004382981],"genre_scores_gemma":[0.9450029,0.001039914,0.04687231,0.0002140494,0.0001069779,0.0001779977,0.0003724837,0.00007878613,0.006134557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001262807,"threshold_uncertainty_score":0.004224539,"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."}}