{"id":"W2604789553","doi":"10.5281/zenodo.439656","title":"Evaluation Of Vapour Compression Refrigeration System Using R407C And R507","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigeration; Vapor-compression refrigeration; Compression (physics); Materials science; Process engineering; Refrigerant; Mechanical engineering; Composite material; Engineering; Gas compressor","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006829369,0.0004317054,0.0005202395,0.0004839568,0.0005795584,0.0005697417,0.0006514793,0.0005144567,0.003136021],"category_scores_gemma":[0.0009497608,0.0001479882,0.0005350138,0.0003678128,0.0002829374,0.000661899,0.0002589337,0.0003165652,0.0006636743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004772777,"about_ca_system_score_gemma":0.0003982076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002868951,"about_ca_topic_score_gemma":0.002709103,"domain_scores_codex":[0.9992943,0.00009577701,0.00005461734,0.0001135166,0.0003388909,0.0001029287],"domain_scores_gemma":[0.9993441,0.0001078923,0.00004051507,0.00004108443,0.0004243595,0.00004215425],"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":[0.003681865,0.0003523165,0.008155445,0.002263146,0.0001476682,0.000644455,0.0007403166,0.006207317,0.9140152,0.0007033161,0.005325803,0.05776317],"study_design_scores_gemma":[0.00008266604,0.005060011,0.01834317,0.00007569161,0.0001773564,0.0002929014,0.0004574082,0.01287757,0.950802,0.00008604232,0.01169031,0.00005494805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894057,0.002592544,0.002560674,0.00015622,0.0001601147,0.0001311137,0.0007496125,0.0003025203,0.003941356],"genre_scores_gemma":[0.9941618,0.0007035185,0.001316169,0.00003452008,0.00001812987,0.00004927177,0.0004942137,0.00003674271,0.003185618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003136021,"threshold_uncertainty_score":0.01049101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0894452281850955,"score_gpt":0.2864598126432599,"score_spread":0.1970145844581644,"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."}}