{"id":"W2010200833","doi":"10.1115/1.4002556","title":"Investigation of Reverse Thermosyphoning in an Indirect SDHW System","year":2010,"lang":"en","type":"article","venue":"Journal of Solar Energy Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat exchanger; Thermosiphon; Thermal energy storage; Thermal; Thermal energy; Mechanics; Pressure drop; Natural circulation; Storage tank; Environmental science; Nuclear engineering; Energy storage; Thermodynamics; Materials science; Petroleum engineering; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003478522,0.0002002344,0.0004461308,0.0002180642,0.000303228,0.0004559439,0.0002620856,0.0002542914,0.001790136],"category_scores_gemma":[0.0007579886,0.0001649714,0.0002219827,0.0001467768,0.000486115,0.0005275199,0.0004257393,0.0002894615,0.0002496368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000247086,"about_ca_system_score_gemma":0.0002730726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009082179,"about_ca_topic_score_gemma":0.001053384,"domain_scores_codex":[0.9998499,0.00002469831,0.0000101083,0.00002714525,0.00005772333,0.00003038918],"domain_scores_gemma":[0.9996394,0.0001822654,0.00004287095,0.00004159271,0.00007317856,0.00002071396],"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":[0.000800813,0.0002232572,0.01711514,0.000297698,0.00002760085,0.0003762732,0.0004998887,0.009662237,0.937713,0.0004826453,0.0001276741,0.03267381],"study_design_scores_gemma":[0.00005909098,0.001948304,0.02124213,0.00002258875,0.00004157268,0.0003552856,0.0003504221,0.06899947,0.9055181,0.0002087644,0.00122515,0.00002923004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973609,0.00003269816,0.002137055,0.000009612599,0.000002733833,0.00001015801,0.0000230443,0.00003205028,0.0003917393],"genre_scores_gemma":[0.9985851,0.00002601223,0.0009371354,0.000004168952,0.000001600717,0.000005909041,0.00002710553,0.00000660689,0.0004063726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001790136,"threshold_uncertainty_score":0.005988598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00825248760781463,"score_gpt":0.1789747229754186,"score_spread":0.170722235367604,"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."}}