{"id":"W4294049980","doi":"","title":"Low-GWP Refrigerants Status and Outlook","year":2023,"lang":"en","type":"paratext","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Environmental science; Computer science; Engineering; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002362724,0.0002942049,0.0004638108,0.0006184872,0.0001790908,0.0001928294,0.0002331039,0.0003750884,0.0002023592],"category_scores_gemma":[0.00008840945,0.0002727278,0.00008301946,0.0004854684,0.0005937381,0.0006136029,0.0001675524,0.0002235455,0.0002844074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065649,"about_ca_system_score_gemma":0.00008199311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001135163,"about_ca_topic_score_gemma":0.00001374002,"domain_scores_codex":[0.9981556,0.00001517669,0.0008299673,0.0002466631,0.000429084,0.0003235303],"domain_scores_gemma":[0.9989089,0.0001082849,0.0002890705,0.0003861177,0.0001937171,0.0001139435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006439168,0.0001565493,0.00009679006,0.001900567,0.0002918944,0.000003908406,0.00002536729,0.005122903,0.002660701,0.02771179,0.947523,0.01444216],"study_design_scores_gemma":[0.001139005,0.0003113501,0.009532605,0.001051273,0.0001146422,0.00001826698,0.00003687249,0.0005023498,0.02826936,0.0009666615,0.9569873,0.001070306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2576232,0.003862106,0.01169647,0.000434123,0.007684516,0.001312764,0.005297571,0.002610954,0.7094783],"genre_scores_gemma":[0.9790289,0.002774212,0.001216321,0.00003463647,0.00003295935,0.00007516472,0.008523849,0.00003179111,0.008282174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7214057,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195650315053311,"score_gpt":0.2301322566972139,"score_spread":0.2181757535466808,"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."}}