{"id":"W2167389636","doi":"10.5098/fhp.v2.1.3004","title":"INVESTIGATION OF THE THERMAL PERFORMANCE CHARACTERISTICS OF A VARIABLE CONDUCTANCE ARTERIAL HEAT PIPE","year":2011,"lang":"en","type":"article","venue":"Frontiers in Heat Pipes","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Frontier; Thermal; Materials science; Engineering; Business; Thermodynamics; Political science; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001045618,0.0001130148,0.0002595544,0.00004904451,0.0000350455,0.000003479435,0.0001412845,0.00006236495,0.0000142821],"category_scores_gemma":[0.00001304688,0.00008756177,0.00003525318,0.000167187,0.0001547883,0.0001080281,0.00001299167,0.0001115384,5.960291e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002573214,"about_ca_system_score_gemma":0.00002490383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006507237,"about_ca_topic_score_gemma":0.000004605934,"domain_scores_codex":[0.9993004,0.00002810913,0.000307564,0.00009458341,0.0001011972,0.0001681756],"domain_scores_gemma":[0.9997442,0.00001478391,0.00001104674,0.0001716873,0.00003568729,0.00002253296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007393592,0.00002777942,0.7371494,0.0006866849,0.00008062918,8.169055e-7,0.0086945,0.0004405075,0.2512128,0.0001048913,0.0002948072,0.00123326],"study_design_scores_gemma":[0.0004825689,0.00006537987,0.5356809,0.0004333557,0.00004020556,0.000001458732,0.000185058,0.007161559,0.4554139,0.0002624725,0.00008765209,0.0001854632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946646,0.0004002373,0.001917052,0.00001094962,0.001537396,0.0001435987,0.00002282385,0.00003167944,0.00127166],"genre_scores_gemma":[0.9971842,0.0001481161,0.002562109,0.00001388415,0.00004898127,0.00001506088,0.000002708868,0.00001326707,0.00001166465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2042011,"threshold_uncertainty_score":0.3570665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883254435791317,"score_gpt":0.1761911840891646,"score_spread":0.1573586397312515,"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."}}