{"id":"W2973456524","doi":"10.1103/physreve.100.062112","title":"Cooling condition for multilevel quantum absorption refrigerators","year":2019,"lang":"en","type":"article","venue":"Physical review. E","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Absorption refrigerator; Quantum; Absorption (acoustics); Materials science; Environmental science; Engineering physics; Physics; Thermodynamics; Quantum mechanics; Refrigeration; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000778251,0.0002085629,0.0007513024,0.0003731699,0.0007435193,0.000774655,0.0008553532,0.0006659387,0.004292062],"category_scores_gemma":[0.001863077,0.0002572312,0.0004802521,0.0001797974,0.001577937,0.001597359,0.0009625582,0.0007987551,0.0004107274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009294545,"about_ca_system_score_gemma":0.0008386117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008099207,"about_ca_topic_score_gemma":0.0006554517,"domain_scores_codex":[0.9996499,0.00007453056,0.0000150892,0.00006229215,0.0001176834,0.00008044232],"domain_scores_gemma":[0.9994988,0.0002180939,0.00006297215,0.00007324883,0.0001098911,0.00003690869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001121623,0.00004835337,0.0006682135,0.0001852987,0.00001604807,0.0001048868,0.000193943,0.09074754,0.04936894,0.8524486,0.00128209,0.00482404],"study_design_scores_gemma":[0.00003888993,0.0001124774,0.0005249655,0.00002943673,0.0000123942,0.00009949083,0.0000532627,0.8594013,0.01306569,0.12361,0.003019187,0.0000328529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.425386,0.0007744724,0.5471565,0.001456576,0.000149871,0.0001159106,0.0003501779,0.0004240262,0.02418642],"genre_scores_gemma":[0.9813798,0.000147721,0.01574344,0.0001122236,0.00003503711,0.0001067924,0.00006344686,0.00005918078,0.002352277],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004292062,"threshold_uncertainty_score":0.0143584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320085990571941,"score_gpt":0.3444878111171383,"score_spread":0.3312869512114189,"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."}}