{"id":"W4389037497","doi":"10.1002/smll.202304886","title":"Dressing Paraffin Wax/Boron Nitride Phase Change Composite with a Polyethylene “Underwear” for the Reliable Battery Safety Management","year":2023,"lang":"en","type":"article","venue":"Small","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"State Key Laboratory of Polymer Materials Engineering; Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Materials science; Composite material; Boron nitride; Polyethylene; Battery (electricity); Composite number; Temperature cycling; Paraffin wax; Polypropylene; Phase-change material; Thermal conductivity; Ultimate tensile strength; Wax; Thermal","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002409092,0.0002095028,0.0001909179,0.0002023766,0.000242434,0.0000695673,0.0004429265,0.00007577363,0.00001714691],"category_scores_gemma":[0.00001250579,0.0001549603,0.0000497944,0.0005657226,0.00007941395,0.0001340912,0.0002060691,0.000269781,0.0000711948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407292,"about_ca_system_score_gemma":0.000008101099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002378712,"about_ca_topic_score_gemma":0.00004831389,"domain_scores_codex":[0.9986159,0.00001444646,0.0001923428,0.0002816896,0.0002088538,0.0006867694],"domain_scores_gemma":[0.9991018,0.0002324656,0.00003184833,0.0005505932,0.00003112448,0.00005212789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001138352,0.0002065522,0.0008170584,0.001630176,0.0007896593,0.0004148816,0.0008213978,0.244069,0.03725802,0.0008863131,0.01333439,0.6986341],"study_design_scores_gemma":[0.01237461,0.0008155943,0.008185426,0.001188481,0.0002460175,0.00005116123,0.002702725,0.5806001,0.1219068,0.002186454,0.2677334,0.002009143],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387247,0.002732754,0.4316759,0.01074739,0.0007529901,0.005265313,0.0001856616,0.006940687,0.002974623],"genre_scores_gemma":[0.9729499,0.002029955,0.02077038,0.000418917,0.0002250759,0.001570514,0.0001133886,0.0002089774,0.001712901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.696625,"threshold_uncertainty_score":0.6319098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05773067307633645,"score_gpt":0.2965280662017029,"score_spread":0.2387973931253664,"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."}}