{"id":"W2007865042","doi":"10.1115/fedsm-icnmm2010-31268","title":"A Parametric Investigation of Operating Limits in Heat Pipes Using Novel Metal Foams as Wicks","year":2010,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Materials science; Heat pipe; Heat transfer; Capillary action; Boiling; Metal foam; Porosity; Composite material; Mechanics; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006310777,0.0005568038,0.0004891001,0.000514428,0.0002995758,0.0005388352,0.0006261548,0.0005579699,0.0007739419],"category_scores_gemma":[0.003296573,0.0004027721,0.0003850699,0.0003819176,0.0008570424,0.0009118536,0.0004633467,0.0003054002,0.0001244524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002204867,"about_ca_system_score_gemma":0.0002680516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005034162,"about_ca_topic_score_gemma":0.0003035467,"domain_scores_codex":[0.9994532,0.00007868834,0.00002714455,0.0001003406,0.0002105122,0.000129996],"domain_scores_gemma":[0.9980546,0.001119829,0.0002999541,0.0002686649,0.0001912725,0.00006566934],"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":[0.001403691,0.0002326793,0.007207474,0.0004464186,0.00005740873,0.0009100281,0.0008800876,0.1205181,0.8422644,0.001910404,0.0002342661,0.02393504],"study_design_scores_gemma":[0.00004878891,0.002716962,0.0105471,0.00003479163,0.00008473403,0.0005739324,0.0002562643,0.2790264,0.7040769,0.000861467,0.001677509,0.00009504995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812165,0.0001358128,0.01752089,0.00002608846,0.000007385177,0.00003901632,0.00007200398,0.0001351301,0.0008471712],"genre_scores_gemma":[0.9976186,0.00005722561,0.002081198,0.000001921697,0.000001970473,0.00002311313,0.00001818476,0.00001035562,0.0001873116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007739419,"threshold_uncertainty_score":0.003337502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03331284360470588,"score_gpt":0.2575242837752146,"score_spread":0.2242114401705087,"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."}}