{"id":"W2218326959","doi":"10.1016/j.expthermflusci.2015.09.024","title":"Pressure drop for two-phase mixtures combining in a tee junction with wavy flow in the combined side","year":2015,"lang":"en","type":"article","venue":"Experimental Thermal and Fluid Science","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Pressure drop; Mechanics; Two-phase flow; Flow (mathematics); Drop (telecommunication); Phase (matter); Thermodynamics; Computer science; Physics; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003450185,0.0001028603,0.0001088404,0.00005292132,0.0001117839,0.00005105798,0.0001260769,0.00001748439,0.000001720211],"category_scores_gemma":[0.000008439602,0.00006335788,0.00001257788,0.0002037864,0.0001921018,0.0001904394,0.00001676731,0.00007406415,7.293938e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305901,"about_ca_system_score_gemma":0.00001923943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004735818,"about_ca_topic_score_gemma":0.00002297375,"domain_scores_codex":[0.9993384,0.00001774335,0.0001055875,0.0001533651,0.0001690698,0.0002157603],"domain_scores_gemma":[0.9998252,0.00003023928,0.000004092947,0.00008022229,0.00001534781,0.00004492179],"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":[0.0002549778,0.000179163,0.0005915755,0.00001857223,0.000009626458,0.000008927259,0.0228659,0.005579814,0.9683076,0.000445213,0.0000591979,0.00167948],"study_design_scores_gemma":[0.0105503,0.001598545,0.002953841,0.0001074658,0.00001450845,0.00002257452,0.01245028,0.4306659,0.5407487,0.0001416246,0.000338264,0.0004079452],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957741,0.001460707,0.0004051306,0.00006197637,0.000134545,0.0002757993,0.000002785587,0.00003642541,0.001848484],"genre_scores_gemma":[0.9994911,0.000004473964,0.0003187846,0.000062304,0.00002683409,0.00007591314,0.000001449461,0.000007122431,0.00001203892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4275588,"threshold_uncertainty_score":0.2583659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02383849615112342,"score_gpt":0.2821391893306146,"score_spread":0.2583006931794912,"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."}}