{"id":"W4284964145","doi":"10.1007/s11630-022-1650-5","title":"Application of PCM-based Thermal Energy Storage System in Buildings: A State of the Art Review on the Mathematical Modeling Approaches and Experimental Investigations","year":2022,"lang":"en","type":"article","venue":"Journal of Thermal Science","topic":"Phase Change Materials Research","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Thermal energy storage; Thermal; Computer science; Energy (signal processing); State (computer science); Materials science; Thermodynamics; Physics; Algorithm","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":[0.0005900714,0.0006363322,0.0009424475,0.0006792108,0.0002530504,0.001244175,0.0008647738,0.0006427937,0.001588852],"category_scores_gemma":[0.0006957528,0.0002733998,0.0006339998,0.001752015,0.0004747778,0.001802983,0.0005158023,0.0005272251,0.0003088594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339151,"about_ca_system_score_gemma":0.0006575487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007393506,"about_ca_topic_score_gemma":0.0008120923,"domain_scores_codex":[0.9996297,0.00007386632,0.00002966971,0.0000670536,0.0001795564,0.00002012404],"domain_scores_gemma":[0.9997334,0.0001528398,0.00002675388,0.00002058118,0.00006130089,0.000005202715],"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":[0.0005154435,0.0003464338,0.003006503,0.03052617,0.0002451748,0.0004668299,0.0003267752,0.07680624,0.1213306,0.03819296,0.004938236,0.7232987],"study_design_scores_gemma":[0.00009602401,0.001822441,0.00884624,0.003202751,0.0006911148,0.001791116,0.0007733599,0.3061253,0.3855033,0.02543768,0.2654557,0.0002550223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1198052,0.7179823,0.1293154,0.001616042,0.0007340073,0.0002249817,0.0008873962,0.0003893453,0.02904526],"genre_scores_gemma":[0.5171546,0.4560778,0.02275087,0.0001901062,0.0003878452,0.0001152751,0.0004177054,0.00004298723,0.002862734],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001588852,"threshold_uncertainty_score":0.005315244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07185373417220275,"score_gpt":0.2816481235387975,"score_spread":0.2097943893665948,"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."}}