{"id":"W7002088970","doi":"","title":"The manufacturer economics and national benefits of cooling efficiency for air conditioners in Brazil","year":2019,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air conditioning; Production (economics); Refrigeration; Conditioners; Global-warming potential; Efficient energy use; Refrigerant; Economic analysis","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":[0.001261817,0.0002536052,0.0002403718,0.0005946134,0.0003871237,0.001416453,0.0005073533,0.0004877114,0.003071991],"category_scores_gemma":[0.004818646,0.0002394591,0.0008250975,0.0006316343,0.0005986274,0.0009749779,0.0005855198,0.000353641,0.0001550653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006318644,"about_ca_system_score_gemma":0.001909781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05430234,"about_ca_topic_score_gemma":0.08085837,"domain_scores_codex":[0.9992477,0.0002420102,0.0000279977,0.00008381766,0.000234341,0.0001642736],"domain_scores_gemma":[0.9976241,0.001063883,0.0004726838,0.0001730008,0.0005850944,0.00008123273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009617684,0.0003807027,0.4952392,0.0008723048,0.0005199323,0.001232625,0.001062554,0.2217543,0.0172201,0.1610005,0.006250029,0.09350602],"study_design_scores_gemma":[0.0001273399,0.000487858,0.7483887,0.0004527237,0.0005512093,0.0007301509,0.002457282,0.1787191,0.009724702,0.02140272,0.03684457,0.0001136162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570564,0.001366024,0.003321967,0.00145896,0.00001350149,0.00005315595,0.001116108,0.00003208722,0.03558187],"genre_scores_gemma":[0.9983339,0.0002197737,0.0005497495,0.00003346238,0.000002853886,0.000009112076,0.0001359577,0.000005749173,0.0007093827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05430234,"threshold_uncertainty_score":0.1079725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005698893480487315,"score_gpt":0.2002814136364741,"score_spread":0.1945825201559867,"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."}}