{"id":"W2802286357","doi":"10.1139/tcsme-2016-0078","title":"THE INFLUENCE FACTORS ON HEAT TRANSFER PERFORMANCE OF LOOP THERMOSYPHON SYSTEM","year":2016,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporator; Thermosiphon; Condenser (optics); Heat transfer; Materials science; Boiling; Heat transfer enhancement; Mechanics; Boiling heat transfer; Thermodynamics; Loop (graph theory); Heat transfer coefficient; Nucleate boiling; Optics; Physics; Heat exchanger; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003587187,0.00029492,0.0003525456,0.000297409,0.0002504825,0.0004948445,0.0001387536,0.000227862,0.001233684],"category_scores_gemma":[0.001411913,0.0001808768,0.000244839,0.0003003608,0.0002885773,0.0005566261,0.0002039617,0.0001794441,0.0002432609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855107,"about_ca_system_score_gemma":0.0002205967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003959143,"about_ca_topic_score_gemma":0.0003885812,"domain_scores_codex":[0.9996648,0.00007251363,0.00001913265,0.00005917859,0.000110335,0.00007394199],"domain_scores_gemma":[0.9987594,0.0008730332,0.0001061417,0.0000569609,0.0001732227,0.00003136097],"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":[0.001016518,0.00005549531,0.008395669,0.0003887846,0.0000493715,0.000173944,0.0002178067,0.02178647,0.9495113,0.0003441774,0.0001869033,0.0178735],"study_design_scores_gemma":[0.00002282526,0.001353321,0.02078789,0.00001603931,0.0001236736,0.0001745306,0.0001478576,0.03644689,0.9394546,0.0001603429,0.001271895,0.0000401441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919084,0.0005971541,0.005533159,0.00002008415,0.00001321136,0.0000135618,0.0000580702,0.0000869564,0.001769405],"genre_scores_gemma":[0.9992288,0.0001291517,0.0004005065,0.000003403699,0.000004848759,0.000005326619,0.00002722683,0.0000144004,0.0001863365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233684,"threshold_uncertainty_score":0.004127145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892692730272809,"score_gpt":0.1808548645234278,"score_spread":0.1719279372206997,"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."}}