{"id":"W2811282151","doi":"10.1063/1.5044833","title":"Spall strength measurements in EPON 828 epoxy and an epoxy/carbon nanotube composite","year":2018,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"High-Velocity Impact and Material Behavior","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; McGill University; Carleton University","funders":"National Research Council Canada","keywords":"Materials science; Spall; Epoxy; Composite material; Composite number; Carbon nanotube; Ultimate tensile strength; Nanocomposite; Microstructure; Spallation","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0006600802,0.0003222417,0.0003865762,0.0001580072,0.0001694049,0.0005152936,0.0003969792,0.0001746042,0.0002981467],"category_scores_gemma":[0.0000781251,0.0002969234,0.00002559091,0.0002019792,0.0003000425,0.0007574441,0.0001741303,0.0001448798,0.00008298059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009230515,"about_ca_system_score_gemma":0.0001077165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008878936,"about_ca_topic_score_gemma":0.000297934,"domain_scores_codex":[0.9978451,0.00003550226,0.0004288419,0.0006015249,0.0004534938,0.000635519],"domain_scores_gemma":[0.9989451,0.00001490768,0.0001791426,0.0001791281,0.000402703,0.0002789789],"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":[0.00007052365,0.00009667801,0.1327941,0.00003565439,0.000003340885,0.000002835636,0.003123388,1.828657e-8,0.8630186,0.0003536071,0.00003143408,0.0004698307],"study_design_scores_gemma":[0.001059762,0.0007133086,0.1570335,0.0002239571,0.0000399137,0.00002350867,0.0005310507,0.000276275,0.8386557,0.000733059,0.0001648163,0.0005451753],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965011,0.00001676125,0.00001768683,0.000201699,0.0004428359,0.0003493191,0.00001338068,0.0001481056,0.002309117],"genre_scores_gemma":[0.9984212,0.00001063551,0.001061534,0.0001170289,0.0002085993,0.00003500291,0.000007811173,0.00002858406,0.0001095968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02436283,"threshold_uncertainty_score":0.9999483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258360401760695,"score_gpt":0.2985241263870826,"score_spread":0.2459405223694756,"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."}}