{"id":"W1986800699","doi":"10.3390/e14122439","title":"Electro-Kinetic Pumping with Slip Irreversibility in Heat Exchange of CSP-Powered Bio-Digester Assemblies","year":2012,"lang":"en","type":"article","venue":"Entropy","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Resources Canada; University of Manitoba","keywords":"Exergy; Materials science; Kinetic energy; Mechanics; Thermal; Reynolds number; Thermal conduction; Thermal energy; Thermodynamics; Parametric statistics; Solar energy; Energy transformation; Exergy efficiency; Mechanical engineering; Physics; Engineering; Classical mechanics; Electrical engineering; Mathematics","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":[0.000218514,0.0001524886,0.0001940203,0.0001216069,0.0001431124,0.0003217925,0.0002243963,0.0001390898,0.0004405932],"category_scores_gemma":[0.000387986,0.0001213951,0.000131755,0.000157681,0.0003477925,0.0003032763,0.0002480763,0.0001551163,0.00005116784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001767189,"about_ca_system_score_gemma":0.0001006612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001238809,"about_ca_topic_score_gemma":0.0001156088,"domain_scores_codex":[0.9999392,0.00001453623,0.000003251369,0.00000829353,0.00002300313,0.00001178105],"domain_scores_gemma":[0.9998473,0.00009184585,0.00003447861,0.000009613909,0.000009555472,0.000007295694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003533306,0.00006917485,0.00158609,0.0002055244,0.00001562865,0.0004117198,0.0001624567,0.0773008,0.8986587,0.005211459,0.0001014891,0.0159236],"study_design_scores_gemma":[0.00001599798,0.0002450292,0.003756512,0.00001005848,0.00001605165,0.0001411209,0.00005204256,0.2219874,0.7720157,0.0007180435,0.001028397,0.00001368049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896969,0.000354841,0.008733652,0.00003227176,0.000007684253,0.00000581107,0.00001278236,0.00002667373,0.001129538],"genre_scores_gemma":[0.9989707,0.00009507268,0.0007081026,0.000001985001,0.000001723765,0.000003165872,0.000005319625,0.000002796687,0.0002111324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004405932,"threshold_uncertainty_score":0.001473963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008857956852944503,"score_gpt":0.2454224183794224,"score_spread":0.2365644615264779,"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."}}