{"id":"W2108322289","doi":"","title":"Two Phase Flow Boiling Heat Transfer and Pressure Drop of Two New LGWP Developmental Refrigerants Alternative to R-410A","year":2014,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Thermodynamics; Pressure drop; Heat transfer; Air source heat pumps; Heat transfer coefficient; Chemistry; Heat exchanger","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000237298,0.0002741948,0.0004230071,0.0003618097,0.0001987521,0.00006889807,0.0003189672,0.0001119508,0.0000415293],"category_scores_gemma":[0.00003754212,0.0002996905,0.00007771769,0.0003136203,0.00006540939,0.0004007658,0.00007685912,0.0002035553,0.00003637146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892868,"about_ca_system_score_gemma":0.00005773087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002298681,"about_ca_topic_score_gemma":0.0001165099,"domain_scores_codex":[0.9986742,0.00007992315,0.0002958654,0.0003649942,0.0002574903,0.0003275279],"domain_scores_gemma":[0.9993324,0.00007266068,0.00002584322,0.0002552377,0.00009945028,0.0002143733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001233121,0.0005649183,0.004287166,0.004781451,0.003107024,0.000513366,0.03742582,0.3164875,0.4556516,0.08659086,0.01417678,0.07518044],"study_design_scores_gemma":[0.0239189,0.0006790335,0.00117199,0.002939998,0.0004596477,0.0002530421,0.01023213,0.5032375,0.3319242,0.0004274451,0.122231,0.002525035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8284329,0.0001826428,0.1616172,0.0002159782,0.0004813936,0.0006197327,0.0001392472,0.0008811227,0.007429816],"genre_scores_gemma":[0.9901602,0.00002485481,0.008866156,0.00002197071,0.00008781248,0.000003224586,0.00003562122,0.00003068563,0.0007695339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1867501,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938216854206359,"score_gpt":0.2103466996416101,"score_spread":0.2009645310995465,"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."}}