{"id":"W2366269436","doi":"","title":"Refrigerant Selection for Sustainable Future","year":2008,"lang":"en","type":"article","venue":"Refrigeration","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Refrigerant; Sustainability; Ozone layer; Air conditioning; Directive; Environmental economics; Environmental science; Environmental planning; Environmental resource management; Computer science; Engineering; Meteorology; Geography; Economics; Ozone; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941456,0.0006166118,0.000385907,0.001155589,0.001256874,0.001954899,0.001307791,0.0009717817,0.01381867],"category_scores_gemma":[0.002191059,0.0002205761,0.0005011845,0.0008138364,0.0007909954,0.001797425,0.001326472,0.0007551364,0.002450773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00300456,"about_ca_system_score_gemma":0.004638778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331195,"about_ca_topic_score_gemma":0.03743339,"domain_scores_codex":[0.9977986,0.0005225986,0.00009454753,0.000237159,0.001151788,0.0001952836],"domain_scores_gemma":[0.9990554,0.0001047219,0.0001235637,0.00006593705,0.0005957235,0.00005459939],"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":[0.0003134062,0.0001337247,0.002964336,0.00199541,0.00005401632,0.000396671,0.000540328,0.003498445,0.07336097,0.1339205,0.1460897,0.6367326],"study_design_scores_gemma":[0.00001640145,0.0001829609,0.00205334,0.000388985,0.00002942039,0.0001416319,0.0002703996,0.001194707,0.03017881,0.007232602,0.9582593,0.00005138847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06339527,0.1883091,0.1092298,0.04274713,0.005022119,0.001611666,0.002978971,0.001417078,0.5852889],"genre_scores_gemma":[0.4551715,0.1571422,0.1527312,0.008103219,0.002187899,0.001716534,0.002951469,0.0006530462,0.219343],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01381867,"threshold_uncertainty_score":0.04622811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01026274319800568,"score_gpt":0.209513346950531,"score_spread":0.1992506037525253,"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."}}