{"id":"W4241632173","doi":"10.22215/etd/2016-11642","title":"Experimental Evaluation of a Triple-State Sorption Chiller","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"TRNSYS; Chiller; Inlet; Chiller boiler system; Water chiller; Sorption; Chilled water; Nuclear engineering; Software package; Environmental science; Thermodynamics; Materials science; Engineering; Software; Mechanical engineering; Chemistry; Computer science; Physics; Air conditioning; Heat exchanger; Thermal; Refrigerant; Adsorption","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002534292,0.0001828087,0.000222785,0.0001561709,0.00002106008,0.00001180085,0.00007679596,0.0001573837,0.001389022],"category_scores_gemma":[0.00001148343,0.0001510573,0.0001012436,0.00007168518,0.00000696206,0.00007883312,0.000002974065,0.00007477649,0.0001837972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257509,"about_ca_system_score_gemma":0.00004151724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001313301,"about_ca_topic_score_gemma":0.00002249356,"domain_scores_codex":[0.9988251,0.00004153659,0.000373342,0.0001497593,0.000487552,0.0001227584],"domain_scores_gemma":[0.9995136,0.000007952708,0.000106911,0.0001715977,0.0001636958,0.00003629274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001840288,0.0001394158,0.00003386666,0.0006199464,0.0004256849,0.000001209899,0.005763897,0.006587347,0.8993872,0.00094253,0.009745814,0.07616907],"study_design_scores_gemma":[0.003442674,0.00009740634,0.002329937,0.0008570382,0.0001904388,0.000005079165,0.002323641,0.09678466,0.8894299,0.0005463621,0.003014059,0.0009788461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8557486,0.001424519,0.001184374,0.000003326283,0.003647499,0.0006390854,0.00001880348,0.0003054404,0.1370284],"genre_scores_gemma":[0.9763408,0.0000328479,0.00001876592,0.00000327756,0.0001147139,0.00011911,0.0002901863,0.00004953054,0.02303082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1205922,"threshold_uncertainty_score":0.9995238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02012953228209169,"score_gpt":0.2837618437250541,"score_spread":0.2636323114429625,"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."}}