{"id":"W2615634084","doi":"10.1002/cjce.22899","title":"Development of helical coil based fluidic diode pump for liquid pumping","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fluidics; Electromagnetic coil; Materials science; Mechanical engineering; Laminar flow; Pressure drop; Injector; Mechanics; Engineering; Electrical engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005539847,0.000319308,0.0005119172,0.0004531386,0.0002767391,0.0005148584,0.0006303386,0.0005403349,0.0009861811],"category_scores_gemma":[0.0004173345,0.0003274023,0.0002967089,0.0002544985,0.0003495356,0.0006920056,0.0003300454,0.0003945659,0.000700352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003114595,"about_ca_system_score_gemma":0.0006330464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002685683,"about_ca_topic_score_gemma":0.0002582757,"domain_scores_codex":[0.9995937,0.00004931283,0.00003231681,0.00008075339,0.0002024081,0.00004157256],"domain_scores_gemma":[0.9997163,0.00004200884,0.00005074216,0.00002671594,0.0001304347,0.00003372329],"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":[0.0001269175,0.00007262547,0.0009414065,0.0002600133,0.00001462969,0.0001627223,0.00009756109,0.002157722,0.9506319,0.003409062,0.0006713846,0.04145398],"study_design_scores_gemma":[0.00003789896,0.0007818984,0.001734178,0.00002824963,0.00002739396,0.0005810844,0.00003577135,0.02464688,0.9469877,0.0002590836,0.0248297,0.00005000292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.324047,0.003346365,0.6605908,0.0005290602,0.0004468346,0.0005736244,0.0003072312,0.001897219,0.008261885],"genre_scores_gemma":[0.656568,0.001598761,0.3356479,0.00009735701,0.00007426774,0.0002518846,0.0001772091,0.00005885139,0.005525814],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009861811,"threshold_uncertainty_score":0.003299117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305012616870568,"score_gpt":0.2009440684181382,"score_spread":0.1878939422494325,"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."}}