{"id":"W2018671038","doi":"10.1115/icone10-22031","title":"An Experimental Investigation of the Limiting Critical Quality and Its Impact on CHF in Horizontal and Vertical Tubes Cooled With Water and R-134a","year":2002,"lang":"en","type":"article","venue":"10th International Conference on Nuclear Engineering, Volume 3","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Atomic Energy (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Critical heat flux; Mass flux; Limiting; Refrigerant; Materials science; Mechanics; Flow (mathematics); Environmental science; Tube (container); Thermodynamics; Heat flux; Heat transfer; Heat exchanger; Physics; Mechanical engineering; Engineering","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":[0.00007725642,0.00013779,0.0001429163,0.00005901121,0.00003527246,0.00004839313,0.00006765856,0.00004848286,0.00006002564],"category_scores_gemma":[0.00003308838,0.00009274125,0.00001683779,0.00003067466,0.00007787195,0.0001340345,0.00002022689,0.0001677457,0.000002339317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003844184,"about_ca_system_score_gemma":0.00000296599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001575541,"about_ca_topic_score_gemma":0.000006161903,"domain_scores_codex":[0.9993591,0.00001973084,0.000160905,0.0001524877,0.0001616227,0.0001461493],"domain_scores_gemma":[0.9997894,0.0000352687,0.000003477698,0.00006531116,0.00003362805,0.00007287276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003369924,0.0002969778,0.07161191,0.0003697936,0.0002417973,0.00002320974,0.01387661,0.008858771,0.8381499,0.06509691,0.00006171094,0.001075418],"study_design_scores_gemma":[0.0005822632,0.0005235825,0.1950484,0.0002072189,0.000008968289,0.0000126421,0.0002413684,0.768186,0.03494162,0.00002407056,0.00001525328,0.0002086539],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991456,0.00005495652,0.00002843327,0.0002569141,0.00007157373,0.00007330598,0.00001154519,0.00004650767,0.0003111282],"genre_scores_gemma":[0.9998311,0.00002758688,0.00005272123,0.00002747221,0.00003213426,0.000005183645,0.000002035569,0.00001807397,0.000003644301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8032083,"threshold_uncertainty_score":0.3781878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395711452416868,"score_gpt":0.2807768125615227,"score_spread":0.246819698037354,"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."}}