{"id":"W2060788787","doi":"10.1115/1.4005159","title":"Macroscopic and Microscale Phenomena in Multiphase Energy Storage and Transport Systems","year":2012,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Phase Change Materials Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Microscale chemistry; Thermal energy storage; Ostwald ripening; Heat transfer; Energy storage; Phase-change material; Mass transfer; Materials science; Supercooling; Transport phenomena; Slurry; Mechanics; Process engineering; Thermodynamics; Thermal; Nanotechnology; Engineering; 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":[0.000131272,0.0001625483,0.000247693,0.0002589547,0.0003853106,0.0006559136,0.000187316,0.0004253665,0.001518754],"category_scores_gemma":[0.0003346944,0.0002201798,0.000163461,0.0002090871,0.0008832929,0.001188888,0.0003371088,0.0004135934,0.000166477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004530052,"about_ca_system_score_gemma":0.0002048217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006883417,"about_ca_topic_score_gemma":0.0004522986,"domain_scores_codex":[0.999918,0.00001333567,0.00000393984,0.00001613719,0.00003926534,0.00000943917],"domain_scores_gemma":[0.9998999,0.00003925055,0.00002377617,0.00001495261,0.00001297267,0.000009259071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001167341,0.0002629002,0.004170461,0.0008021696,0.00004073553,0.001182813,0.0006118899,0.1501196,0.3877552,0.4030468,0.002429846,0.049461],"study_design_scores_gemma":[0.00004255161,0.0002300183,0.01322185,0.00007380443,0.00002444519,0.0006545702,0.0003266611,0.6552495,0.06962038,0.2416451,0.01880377,0.0001073938],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7209394,0.01988589,0.2032955,0.002171186,0.00036856,0.0002160022,0.0003660553,0.0007402048,0.05201712],"genre_scores_gemma":[0.9836541,0.002176765,0.0103723,0.00008657665,0.0001268476,0.00005984843,0.00004314191,0.00003821098,0.003442217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518754,"threshold_uncertainty_score":0.00508076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01927554264339611,"score_gpt":0.2499757371544205,"score_spread":0.2307001945110244,"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."}}