{"id":"W1506539645","doi":"","title":"Impact Assessment of CFCs Retrofitting of Refrigeration Machines","year":2000,"lang":"en","type":"article","venue":"Purdue e-Pubs (Purdue University System)","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigeration; Refrigerant; Retrofitting; Chiller; Montreal Protocol; Air conditioning; Engineering; Waste management; Process engineering; Environmental science; Gas compressor; Mechanical engineering; Ozone layer; Chemistry","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":[0.0007676266,0.0001801862,0.0003516429,0.0001397587,0.0001508245,0.00002288834,0.0003828478,0.00009893542,0.0007454359],"category_scores_gemma":[0.00001879781,0.0001724449,0.0001744124,0.0004353214,0.0001154323,0.0003881619,0.000136295,0.0001339965,0.00004039913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004808687,"about_ca_system_score_gemma":0.00002102904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0021355,"about_ca_topic_score_gemma":0.00003795292,"domain_scores_codex":[0.9984165,0.000209837,0.0003585418,0.0003276838,0.0004388077,0.0002486173],"domain_scores_gemma":[0.9990826,0.00006203855,0.0003027899,0.0004356234,0.0000296237,0.00008729976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002417846,0.0004457153,0.8972052,0.0007995828,0.0002470675,0.00007245297,0.001269611,0.01348345,0.01748125,0.00405637,0.004842888,0.05985462],"study_design_scores_gemma":[0.001656849,0.0007571454,0.9349271,0.0008565572,0.0002425259,0.00002931414,0.001841707,0.04333743,0.004829932,0.0001600883,0.01057441,0.0007869111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8228142,0.00001257473,0.001963429,0.00004669497,0.00006436473,0.0003378822,0.00001991363,0.000121611,0.1746193],"genre_scores_gemma":[0.9915898,0.00003399588,0.004474182,0.000006389367,0.00002772768,0.000001087901,0.00002409089,0.00001355262,0.003829126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707902,"threshold_uncertainty_score":0.8162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004967484866196159,"score_gpt":0.2320533391123381,"score_spread":0.227085854246142,"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."}}