{"id":"W4405493311","doi":"10.1016/j.colsurfa.2024.136002","title":"Enhancement of heat resistance and waterproof performance of combustible cartridge cases with phenolic epoxy resin-modified polydimethylsiloxane composite coating","year":2024,"lang":"en","type":"article","venue":"Colloids and Surfaces A Physicochemical and Engineering Aspects","topic":"Polymer Foaming and Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Cartridge; Polydimethylsiloxane; Epoxy; Coating; Composite number; Materials science; Composite material; Water resistance; Heat resistance; Metallurgy","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":[0.00009341762,0.0001772968,0.0003411231,0.00004848728,0.00006820043,0.00006264955,0.00006299114,0.00004503693,0.000001616249],"category_scores_gemma":[0.000006547538,0.0001391276,0.00002053877,0.0001693533,0.0001545494,0.0001044221,0.00006752731,0.0001037878,2.83807e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001276033,"about_ca_system_score_gemma":0.00002026206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001483397,"about_ca_topic_score_gemma":0.00000433534,"domain_scores_codex":[0.9991333,0.00001212755,0.0002077134,0.0002763855,0.0001526389,0.0002177686],"domain_scores_gemma":[0.9995779,0.0001573634,0.00003557037,0.0001183188,0.00003179553,0.00007900179],"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":[0.00009326465,0.00003300199,0.0001922129,0.001047985,0.00002515701,0.00000617471,0.0004599735,0.0004897385,0.9972766,0.0002383553,0.00001289454,0.0001246328],"study_design_scores_gemma":[0.0002582513,0.000204842,0.0005863503,0.0009439671,0.00004073235,0.00001786087,0.00003156644,0.0123717,0.9853276,0.00002875431,0.00001526286,0.0001731246],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855006,0.01405063,0.0001022401,0.00003921985,0.00004897137,0.00009072081,0.00002928052,0.0000505863,0.00008773993],"genre_scores_gemma":[0.998879,0.0001546766,0.0008075451,0.000005234934,0.00002320087,0.000007163297,0.000005170453,0.00001465138,0.0001034124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01389596,"threshold_uncertainty_score":0.5673459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006014066471378518,"score_gpt":0.1961795243579894,"score_spread":0.1901654578866109,"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."}}