{"id":"W2370204308","doi":"","title":"Actuality and Development of Pivotal Energy-saving and Emission Reduction Technology on Refrigeration and Air-condition","year":2009,"lang":"en","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Refrigeration; Energy consumption; Air conditioning; Energy conservation; Environmental science; Montreal Protocol; Efficient energy use; Global warming; Consumption (sociology); Waste management; Environmental engineering; Ozone layer; Process engineering; Engineering; Climate change; Ozone; Meteorology; Mechanical engineering; Electrical engineering","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":[0.0004003567,0.0003592029,0.0001920144,0.0003887613,0.000308135,0.000563159,0.0004382137,0.000508174,0.002887396],"category_scores_gemma":[0.0003462939,0.0001125516,0.0002426991,0.0004722034,0.0004710284,0.0009585612,0.0003805774,0.0003500129,0.0005486489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007378313,"about_ca_system_score_gemma":0.001151858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462416,"about_ca_topic_score_gemma":0.001251134,"domain_scores_codex":[0.9997199,0.00004619473,0.00001257622,0.00005049397,0.0001242617,0.00004646487],"domain_scores_gemma":[0.9998754,0.00002856986,0.00001212054,0.00001530801,0.00005940585,0.000009168701],"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":[0.000200428,0.0001283551,0.003935719,0.001969119,0.00003515734,0.0004142959,0.0005221462,0.006141963,0.1938529,0.2038707,0.01014269,0.5787866],"study_design_scores_gemma":[0.00007569905,0.001117975,0.01796732,0.0004523631,0.0001204936,0.001181356,0.0004128779,0.02377204,0.30879,0.03975168,0.6062599,0.00009833532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3783102,0.1081251,0.1933736,0.008458969,0.001985557,0.0003457569,0.0004976785,0.0006987011,0.3082046],"genre_scores_gemma":[0.8322573,0.07613964,0.04912264,0.0009830398,0.0007786786,0.0001509886,0.0004942266,0.00007695645,0.03999656],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002887396,"threshold_uncertainty_score":0.00965929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008142820650729621,"score_gpt":0.2244098038241713,"score_spread":0.2162669831734416,"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."}}