{"id":"W3040985487","doi":"10.1142/s2010132520300049","title":"Recent Developments in the Search for Alternative Low-Global-Warming-Potential Refrigerants: A Review","year":2020,"lang":"en","type":"review","venue":"International Journal of Air-Conditioning and Refrigeration","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refrigerant; Montreal Protocol; Flammable liquid; Global-warming potential; Global warming; Refrigeration; Environmental science; Air conditioning; Flammability; Ozone layer; Waste management; Greenhouse gas; Engineering; Climate change; Chemistry; Ozone; Meteorology; Ecology; Geography; Heat exchanger; Mechanical engineering","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":[0.0008017539,0.0003632216,0.0008681148,0.0003625404,0.0001642485,0.0002525709,0.0006330187,0.0002164698,0.00002413215],"category_scores_gemma":[0.0002535565,0.0002582959,0.0002858704,0.0003747444,0.00007512871,0.0004552005,0.00004774884,0.0006476904,0.00001291277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004904438,"about_ca_system_score_gemma":0.0002905014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002371136,"about_ca_topic_score_gemma":0.000003437405,"domain_scores_codex":[0.9972738,0.0001953305,0.001378266,0.0002684858,0.0006550644,0.000229058],"domain_scores_gemma":[0.9984521,0.0001979574,0.0005613761,0.0001451862,0.0005766343,0.00006671519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001733559,0.00004945053,0.000002271436,0.002902357,0.0004981253,0.0001443041,0.0002627322,0.0008486949,0.000006543702,0.001401968,0.007016097,0.9868501],"study_design_scores_gemma":[0.0006506057,0.00009887629,0.00001902948,0.02917258,0.0002136947,0.0006705171,0.0001104521,0.0006251514,0.00005478354,0.0007197331,0.9673229,0.0003416809],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008533086,0.9875969,0.006929413,0.001926637,0.002004498,0.0008182423,0.0001935953,0.00007644351,0.0003689431],"genre_scores_gemma":[0.002018085,0.9949366,0.001362745,0.0004051125,0.0005646803,0.0001312283,0.0005268393,0.0000330008,0.00002166952],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9865084,"threshold_uncertainty_score":0.9999869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158128941448105,"score_gpt":0.3393246220802874,"score_spread":0.3077433326658063,"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."}}