{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001208093,0.00008627267,0.00009671842,0.00001395876,0.0006069723,0.00003941276,0.00004981265,0.00007036774,0.0008005471],"category_scores_gemma":[0.00001600352,0.00006996172,0.00004466479,0.0001804283,0.00001834239,0.0004013433,0.000001781914,0.00005942698,0.0001121676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001092605,"about_ca_system_score_gemma":0.00006715104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004098515,"about_ca_topic_score_gemma":0.0003578167,"domain_scores_codex":[0.9992775,0.00002432855,0.000143185,0.0001731384,0.0001243266,0.0002575103],"domain_scores_gemma":[0.999682,0.00002618404,0.00005245907,0.00007742424,0.0001102835,0.00005161283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001407336,0.0002300884,0.5880715,0.0003970532,0.000155602,0.0001297651,0.004828598,0.016644,0.002690141,0.0299948,0.134051,0.2214002],"study_design_scores_gemma":[0.00133572,0.0009358588,0.2260376,0.00001174067,0.00003991569,0.0002047785,0.001961457,0.07188978,0.003634362,0.005055538,0.6882328,0.0006604011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645152,0.0003526324,0.01081603,0.0005276512,0.0003531134,0.0005067665,0.000009645516,0.0001428912,0.02277605],"genre_scores_gemma":[0.9849625,0.0001524141,0.004085365,0.0001859282,0.0007550234,0.000007103046,0.0001747126,0.000004295602,0.00967261],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5541818,"threshold_uncertainty_score":0.876543,"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."}}