{"id":"W4402355386","doi":"10.17816/rf635384","title":"Investigation on ejector design for CO2 heat pump applications us-ing Dymola","year":2024,"lang":"en","type":"article","venue":"Refrigeration Technology","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Injector; Heat pump; Modelica; Engineering; Mechanical engineering; Control engineering; Heat exchanger","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":[0.0001924646,0.000224119,0.0001915909,0.000827727,0.0002821113,0.0002019449,0.0001995418,0.0004128609,0.00003887197],"category_scores_gemma":[0.00009164977,0.0002221887,0.0000655708,0.0008134656,0.000110223,0.0002501809,0.00001945048,0.0003149864,0.0002203556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133161,"about_ca_system_score_gemma":0.00005877083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000013735,"about_ca_topic_score_gemma":0.00000406617,"domain_scores_codex":[0.9988361,0.00002250562,0.0003564373,0.0003795253,0.0001315755,0.0002738773],"domain_scores_gemma":[0.9993066,0.0001520384,0.00002835538,0.0003822529,0.00008886508,0.00004191083],"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":[0.000009586349,0.00002229604,0.00004413262,0.0002570497,0.0000974573,0.000004643725,0.0001068077,0.04714372,0.4943607,0.4254915,0.009578979,0.02288312],"study_design_scores_gemma":[0.0001856914,0.0001482595,0.00001415157,0.0001164661,0.00001995843,0.00001439177,0.00005149762,0.1879943,0.6867332,0.04628482,0.07814677,0.000290546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04229063,0.0006447933,0.9388266,0.003854172,0.0005688767,0.001495965,0.00004161247,0.01123649,0.001040819],"genre_scores_gemma":[0.9776958,0.0001259685,0.01874169,0.0001308653,0.0001585551,0.002503507,0.0001646877,0.00006709055,0.0004118575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9354051,"threshold_uncertainty_score":0.906059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303091257288838,"score_gpt":0.2488095996167439,"score_spread":0.2185004738878601,"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."}}