{"id":"W4311047449","doi":"10.1002/prep.202200239","title":"An Autonomously Self‐Healing Silicone Polyurea Waterproof Coating for Combustible Cartridge Cases","year":2022,"lang":"en","type":"article","venue":"Propellants Explosives Pyrotechnics","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Coating; Polyurea; Materials science; Self-healing; Elastomer; Composite material; Silicone; Cartridge","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000967317,0.0003891714,0.0005318805,0.0002041668,0.001695084,0.0002490995,0.0008610765,0.0001073705,0.0001306862],"category_scores_gemma":[0.00005981374,0.0003712142,0.0001346008,0.0002900943,0.00007804757,0.0003572627,0.000497258,0.000350538,0.00002840462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132282,"about_ca_system_score_gemma":0.0002255301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004017517,"about_ca_topic_score_gemma":0.00001390543,"domain_scores_codex":[0.9967043,0.0002408984,0.0006933515,0.0008151864,0.0005053155,0.0010409],"domain_scores_gemma":[0.9983943,0.0002171237,0.000353707,0.0007142801,0.0001171743,0.0002033816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001790283,0.0003575013,0.0001384807,0.000150778,0.00001961053,0.00004916504,0.002043157,0.006312008,0.9885325,0.0003316392,0.0001845817,0.001701538],"study_design_scores_gemma":[0.0008377114,0.001217156,0.00001331665,0.00005952258,0.00007381046,0.0002252626,0.001022788,0.07196657,0.9192814,0.0002989433,0.004345784,0.0006576881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838035,0.001945545,0.009470698,0.0003042552,0.0005971646,0.002008472,0.0004931142,0.001214786,0.0001625081],"genre_scores_gemma":[0.9851034,0.00003867193,0.01327885,0.0003905633,0.0001752657,0.0006029104,0.0001408305,0.0001089018,0.0001605945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06925107,"threshold_uncertainty_score":0.999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861559197196527,"score_gpt":0.2719831582816854,"score_spread":0.2433675663097201,"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."}}