{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003510533,0.000135839,0.0002422305,0.00010297,0.000141612,0.00006608646,0.000503976,0.00008178257,0.000007884375],"category_scores_gemma":[0.0003221611,0.0001162634,0.000117,0.00004081067,0.00004844591,0.00008382256,0.00001629334,0.0002361619,8.718797e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210502,"about_ca_system_score_gemma":0.0003517372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007795444,"about_ca_topic_score_gemma":0.0001663336,"domain_scores_codex":[0.999073,0.00000287381,0.0003990895,0.00006703962,0.0001334912,0.0003245478],"domain_scores_gemma":[0.9991937,0.00008652871,0.00008678994,0.00022379,0.00009221738,0.0003169914],"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":[0.00001841969,0.000004273831,0.00002104469,0.0001855523,0.00009455174,0.0000118778,0.000285291,0.0800323,0.9174687,0.000537025,0.00007238299,0.001268633],"study_design_scores_gemma":[0.0003937887,0.00001856862,0.00007033518,0.0002704865,0.00002466397,0.00002326653,0.000005580517,0.327091,0.6684325,0.00001973024,0.003483782,0.0001663013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616047,0.0002970446,0.03723923,0.0002202644,0.0004215106,0.00008219222,0.000009746231,0.00001750916,0.0001078777],"genre_scores_gemma":[0.9935251,0.000002495502,0.006235126,0.00002234434,0.0001653246,0.000005356911,0.000002153907,0.00003739001,0.000004710427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490362,"threshold_uncertainty_score":0.4741082,"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."}}