{"id":"W1997082455","doi":"10.4236/jbise.2014.79064","title":"Helical Dielectrophoretic Particle Separator Fabricated by Conformal Spindle Printing","year":2014,"lang":"en","type":"article","venue":"Journal of Biomedical Science and Engineering","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Separator (oil production); Materials science; Dielectrophoresis; Electric field; Microfluidics; Radius of curvature; Fabrication; Voltage; Electrokinetic phenomena; Conformal map; Optoelectronics; Microchannel; Curvature; Composite material; Nanotechnology; Electrical engineering","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":[0.0006793722,0.00009630702,0.0001654927,0.0001126383,0.00006545559,0.00006072109,0.0002063223,0.00007153626,0.000005481131],"category_scores_gemma":[0.0003187088,0.00007143987,0.00002680272,0.0004925813,0.0003003301,0.0001586403,0.00005105687,0.0002264995,0.00000365104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005184887,"about_ca_system_score_gemma":0.00002864095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001297802,"about_ca_topic_score_gemma":3.190668e-8,"domain_scores_codex":[0.998924,0.00000408795,0.0002801265,0.00009061232,0.0003464636,0.0003546682],"domain_scores_gemma":[0.9995747,0.00003120257,0.00003981494,0.00007645347,0.00006687494,0.0002110034],"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":[0.000002335341,0.000009884707,0.00009185709,0.0000186417,0.000006398056,0.000003755386,0.00003593776,0.00005403868,0.9780033,0.0001688096,0.001380915,0.02022413],"study_design_scores_gemma":[0.0004077299,0.0003641239,0.00166815,0.00009319228,0.00001646229,0.0002625291,0.00006827305,0.2921754,0.6520509,0.00005049239,0.05259588,0.0002469045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645782,0.0006156843,0.03419399,0.00024083,0.0001684176,0.00002583354,5.627833e-7,0.0001103815,0.00006609832],"genre_scores_gemma":[0.9983788,0.0001889457,0.00131209,0.00003512102,0.00007425948,4.56657e-7,2.412799e-7,0.000006847979,0.000003243822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259524,"threshold_uncertainty_score":0.2913233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002891366620722655,"score_gpt":0.1810486288272101,"score_spread":0.1781572622064874,"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."}}