{"id":"W2097016037","doi":"10.1109/iembs.2000.900449","title":"Thermal modelling of a kilovoltage X-ray source for portal imaging","year":2002,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Heat transfer; Source model; Boiling; Linear particle accelerator; Thermal; Heat flux; Convection; Physics; Materials science; Optics; Mechanics; Computational physics; Thermodynamics; Beam (structure)","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":[0.0002465034,0.0002726639,0.000358641,0.0002399265,0.0002094044,0.0005731579,0.0006767191,0.0006808687,0.002368759],"category_scores_gemma":[0.0008018058,0.0003520962,0.0004443579,0.0003162535,0.0002814624,0.0005148803,0.0002726143,0.0003922709,0.0004759881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004440238,"about_ca_system_score_gemma":0.0005510245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153618,"about_ca_topic_score_gemma":0.001323144,"domain_scores_codex":[0.9998767,0.00002845444,0.000005178817,0.0000150772,0.00006322317,0.00001140329],"domain_scores_gemma":[0.9998156,0.0001021643,0.00002094021,0.00001644867,0.00003234063,0.00001251538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008081004,0.00002750469,0.0007581643,0.0000774425,0.00001226487,0.00013445,0.0001234604,0.9595049,0.02890062,0.003738951,0.0003177178,0.006323694],"study_design_scores_gemma":[0.0000133527,0.00005176318,0.0005835803,0.000009598924,0.000007510049,0.0001319903,0.00002075916,0.9897317,0.006834044,0.0007003147,0.001902006,0.00001327608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1631429,0.0004266307,0.8244086,0.0002837048,0.00004486054,0.0001251007,0.0002831698,0.0006790766,0.01060591],"genre_scores_gemma":[0.9042308,0.0005344102,0.08458795,0.00007644296,0.00001304967,0.0001762786,0.0002547805,0.0002368211,0.009889414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002368759,"threshold_uncertainty_score":0.007924259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02629556459986841,"score_gpt":0.2002562628972921,"score_spread":0.1739606982974237,"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."}}