{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2a7137e2ed08","filters":{"venue":"ES Materials & Manufacturing"}},"results":[{"id":"W3152943072","doi":"10.30919/esmm5f458","title":"Advances and Applications of Phase Change Materials (PCMs) and PCMs-based Technologies","year":2021,"lang":"en","type":"article","venue":"ES Materials & Manufacturing","topic":"Phase Change Materials Research","field":"Engineering","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; South China University of Technology; Key Laboratory of Polymer Processing Engineering; Guangdong Academy of Sciences; Xiangtan University; National Natural Science Foundation of China","keywords":"Thermal energy storage; Energy storage; Latent heat; Phase change; Renewable energy; Process engineering; Materials science; Phase-change material; Waste heat; Thermal energy; Environmental science; Mechanical engineering; Engineering physics; Thermodynamics; Engineering; Electrical engineering; Heat exchanger; Power (physics)","authors":[{"name":"Jintao Huang","is_ca":false},{"name":"Yue Luo","is_ca":false},{"name":"Mengman Weng","is_ca":false},{"name":"Jingfang Yu","is_ca":false},{"name":"Luyi Sun","is_ca":false},{"name":"Hongbo Zeng","is_ca":true},{"name":"Yidong Liu","is_ca":false},{"name":"Wei Xue","is_ca":false},{"name":"Yonggang Min","is_ca":false},{"name":"Zhanhu Guo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02952824513519548,"gpt":0.2957432893801248,"spread":0.2662150442449294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724818,0.0005701184,0.0004839307,0.001377686,0.0004168834,0.00102118,0.0005055045,0.0009281942,0.003728239],"category_scores_gemma":[0.0004162147,0.0002953472,0.0005815906,0.001558154,0.0003924703,0.001698284,0.0007293848,0.0009997773,0.001302061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005365913,"about_ca_system_score_gemma":0.0007068046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004006199,"about_ca_topic_score_gemma":0.0005993379,"domain_scores_codex":[0.999574,0.00004474875,0.00003076583,0.00008122804,0.0002228797,0.00004639831],"domain_scores_gemma":[0.9998358,0.00004868304,0.00002466376,0.00001296922,0.00006450802,0.00001326416],"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":[0.0001434264,0.0001933303,0.001734864,0.01223696,0.0000648456,0.0008266127,0.0003157218,0.00372096,0.2191132,0.07283511,0.009899384,0.6789155],"study_design_scores_gemma":[0.00001353761,0.0003645097,0.001890978,0.0007873694,0.000083641,0.002268233,0.0002320624,0.005501932,0.1506956,0.0146352,0.823468,0.00005889445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02949918,0.8779893,0.03160553,0.002087389,0.001806747,0.0001041694,0.0002962872,0.0002246608,0.05638682],"genre_scores_gemma":[0.1819932,0.7630882,0.03433346,0.0006676819,0.001673445,0.0001168917,0.0004425389,0.00005461274,0.01762998],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003728239,"threshold_uncertainty_score":0.01247221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}