{"id":"W4308718594","doi":"10.3390/en15218082","title":"An Overview of Environment-Friendly Refrigerants for Domestic Air Conditioning Applications","year":2022,"lang":"en","type":"article","venue":"Energies","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Montreal Protocol; Air conditioning; Refrigeration; Vapor-compression refrigeration; Environmental science; Global warming; Global-warming potential; HVAC; Ozone layer; Environmentally friendly; Process engineering; Environmental economics; Waste management; Greenhouse gas; Engineering; Climate change; Meteorology; Ozone; Mechanical engineering; Economics; Geography; Heat exchanger; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.00007751115,0.00008872691,0.0001230581,0.000104767,0.0002656616,0.00001392553,0.0001827104,0.00002872882,0.0002503471],"category_scores_gemma":[0.000008070952,0.00009838644,0.0000457159,0.0001185285,0.00005256123,0.0001273644,0.00003302604,0.00007525349,0.000005526265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004859841,"about_ca_system_score_gemma":0.00001125661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002436639,"about_ca_topic_score_gemma":8.527481e-7,"domain_scores_codex":[0.9994292,0.00001691896,0.0001861434,0.0001295314,0.0001151083,0.0001230691],"domain_scores_gemma":[0.9995996,0.00005315277,0.00004706391,0.0002662088,0.00001297151,0.00002101556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003082283,0.00003623236,0.00004122306,0.00005289735,0.0000253304,7.840718e-7,0.0001085614,0.898696,0.0209604,0.0749087,0.001691838,0.003474948],"study_design_scores_gemma":[0.001607135,0.0006850759,0.003304332,0.00005401466,0.00009280429,0.00003611324,0.003455187,0.05997468,0.1281278,0.05437632,0.7472811,0.001005485],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8419456,0.006605693,0.1424971,0.0004416081,0.0005162299,0.001200359,0.0009979029,0.002998061,0.002797437],"genre_scores_gemma":[0.9903356,0.0001915862,0.007680606,0.00003079789,0.00002612643,0.001300607,0.0002547069,0.00002131654,0.0001586458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8387213,"threshold_uncertainty_score":0.4012083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011783852355729,"score_gpt":0.2743809353738895,"score_spread":0.2542630968503322,"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."}}