{"id":"W4394724519","doi":"10.2514/1.t6805","title":"Transient Thermal Spreading Resistance from Isothermal Source in a Circular Flux Tube","year":2024,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Dimensionless quantity; Isothermal process; Mechanics; Heat flux; Materials science; Tube (container); Transient (computer programming); Thermal resistance; Thermodynamics; Steady state (chemistry); Physics; Heat transfer; Chemistry; Composite material","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":[0.0003680284,0.000318887,0.0004878968,0.0004560107,0.0002329241,0.0004996298,0.0004561715,0.0003917289,0.001024584],"category_scores_gemma":[0.0008736569,0.0001725304,0.0002513904,0.0003566111,0.0005147068,0.0006090495,0.0002473008,0.0003399299,0.0002878576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007392619,"about_ca_system_score_gemma":0.0002839624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004320384,"about_ca_topic_score_gemma":0.0003915404,"domain_scores_codex":[0.9998394,0.0000223703,0.000004735487,0.00003360649,0.00007866899,0.00002113222],"domain_scores_gemma":[0.9996675,0.0001773032,0.0000485368,0.00002587654,0.00006852402,0.00001224004],"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":[0.0003838137,0.0000575368,0.00140618,0.0003150797,0.00001885489,0.0005645865,0.0004717358,0.148656,0.7915545,0.02560632,0.001066113,0.02989925],"study_design_scores_gemma":[0.00002101183,0.0002648787,0.001866756,0.00002729791,0.00001613502,0.0003424958,0.00005374756,0.8107094,0.1810034,0.003189904,0.002463958,0.00004105968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6264037,0.001288138,0.354607,0.0003264878,0.00006908421,0.00009827888,0.0002142534,0.001492371,0.01550066],"genre_scores_gemma":[0.9861589,0.0002602964,0.01094655,0.00002065926,0.00001253969,0.00002775234,0.00006820707,0.00005554453,0.002449571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001024584,"threshold_uncertainty_score":0.005363762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005557282236008899,"score_gpt":0.1949143928584654,"score_spread":0.1893571106224565,"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."}}