{"id":"W7098594024","doi":"","title":"ENVIRONMENTAL IMPACTS OF HALOGENATED REFRIGERANTS AND THEIR ALTERNATIVES: RECENT DEVELOPMENTS","year":2014,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Global-warming potential; Ozone layer; Montreal Protocol; Air conditioning; Environmentally friendly; Vapor-compression refrigeration","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":[0.0009886953,0.0003230885,0.0004305086,0.00112226,0.000183632,0.001442837,0.0003980719,0.0009090105,0.002339855],"category_scores_gemma":[0.001199902,0.0001526625,0.0003658479,0.001867802,0.0007722055,0.002036777,0.0004542036,0.0007482903,0.0002088363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027139,"about_ca_system_score_gemma":0.0006268627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00166503,"about_ca_topic_score_gemma":0.001775156,"domain_scores_codex":[0.9996766,0.00009482698,0.00002047477,0.00006104667,0.0001129416,0.00003410101],"domain_scores_gemma":[0.9987535,0.0007208375,0.0001975799,0.00002971285,0.0002601978,0.00003827424],"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":[0.0005130409,0.0003386787,0.00708789,0.01024552,0.0001561576,0.0005296902,0.0002206491,0.01682791,0.007437816,0.1831858,0.007911721,0.7655451],"study_design_scores_gemma":[0.00003585409,0.001911265,0.02327234,0.003957236,0.0002992744,0.001251703,0.00200261,0.02259467,0.01720581,0.09901817,0.8282875,0.00016355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02204541,0.9568614,0.002001872,0.00312028,0.000278417,0.000007951703,0.00007484164,0.00000926424,0.01560055],"genre_scores_gemma":[0.1463321,0.8490085,0.001543551,0.0003378908,0.001002479,0.000009152349,0.00006355359,0.000004366477,0.001698438],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002339855,"threshold_uncertainty_score":0.00782764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02698321701684558,"score_gpt":0.1876947565599814,"score_spread":0.1607115395431359,"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."}}