{"id":"W3084383153","doi":"10.1115/es2020-1618","title":"Heat Pump-Organic Rankine Cycle Hybrid Systems for Co/Tri-Generation Applications: A State-of-the-Art Overview","year":2020,"lang":"en","type":"article","venue":"","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Organic Rankine cycle; Heat sink; Process engineering; Computer science; Environmental science; Degree Rankine; Heat pump; Gas compressor; Thermal energy storage; Rankine cycle; Mechanical engineering; Waste heat; Engineering; Heat exchanger; Thermodynamics; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003096422,0.000469067,0.0007023709,0.0008886669,0.0002300215,0.00123421,0.0005195821,0.0006158113,0.005211199],"category_scores_gemma":[0.0003435395,0.0003702893,0.0006531728,0.0008184353,0.0002017588,0.001098839,0.0005119523,0.0006875317,0.001184444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308867,"about_ca_system_score_gemma":0.0004182232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005684497,"about_ca_topic_score_gemma":0.0009523056,"domain_scores_codex":[0.9998184,0.00001981465,0.00001807164,0.00004459178,0.00007422702,0.00002491863],"domain_scores_gemma":[0.9998745,0.00005631254,0.00002467528,0.000008349447,0.00002902898,0.000007062727],"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":[0.0003193603,0.0002686006,0.000620872,0.05158534,0.0003110746,0.0004313449,0.0002265063,0.007149925,0.06889798,0.03052156,0.01092818,0.8287393],"study_design_scores_gemma":[0.00002335624,0.0009262208,0.001021195,0.002846232,0.0003493468,0.0006511574,0.0001468107,0.00510841,0.03821388,0.003177156,0.947462,0.00007422047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01395112,0.9621385,0.007061881,0.0004181247,0.0003514522,0.00007881269,0.0001831639,0.00009184019,0.0157252],"genre_scores_gemma":[0.09554649,0.8907158,0.006273829,0.0002657211,0.0003007915,0.0001085397,0.0002890259,0.00003525656,0.006464554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005211199,"threshold_uncertainty_score":0.01743323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678580237122008,"score_gpt":0.2317881234217149,"score_spread":0.2150023210504948,"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."}}