{"id":"W2089758335","doi":"10.1016/j.ijrefrig.2008.12.004","title":"Modelling the bleed port of a thermostatic expansion valve","year":2008,"lang":"en","type":"article","venue":"International Journal of Refrigeration","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Resources Canada","keywords":"Bleed; Port (circuit theory); Thermal expansion valve; Medicine; Engineering; Mechanical engineering; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001915436,0.00008029295,0.0001204325,0.000170195,0.00006643953,0.00002876776,0.0002430249,0.00004926051,0.00003856991],"category_scores_gemma":[0.0000442765,0.00005482645,0.0001150523,0.00009365515,0.00005384394,0.0003089909,0.00001220951,0.0001581932,0.000005349401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005619899,"about_ca_system_score_gemma":0.0000489315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005685643,"about_ca_topic_score_gemma":8.545941e-7,"domain_scores_codex":[0.9989753,0.00002240371,0.000470252,0.00005167866,0.0004110202,0.00006930839],"domain_scores_gemma":[0.9991457,0.00005880259,0.0002229664,0.00009844423,0.0004551955,0.00001882142],"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":[0.00002535132,0.00003214523,0.0002066816,0.000006404363,0.0001849023,0.00002523545,0.00123047,0.9651596,0.02546861,0.002270302,0.00156792,0.00382237],"study_design_scores_gemma":[0.0009927175,0.0001740937,0.001630429,0.000207354,0.00004558848,0.0007853396,0.0006008494,0.8572112,0.1265105,0.007720315,0.003884615,0.0002369666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7960909,0.0002215699,0.2015211,0.0004625066,0.0006608218,0.00006047831,0.000003464578,0.00005355548,0.0009256534],"genre_scores_gemma":[0.9952165,0.0004794996,0.004049592,0.00003647576,0.0001305908,0.000002883516,0.000008115439,0.00001066459,0.00006568494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991256,"threshold_uncertainty_score":0.2235758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163994457285863,"score_gpt":0.2363709224759084,"score_spread":0.2147309779030497,"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."}}