{"id":"W6989925059","doi":"","title":"Cold spray onto carbon fiber reinforced polymers for lighting strike protection","year":2016,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Carbon fiber reinforced polymer; Gas dynamic cold spray; Polymer; Electrical conductor; Aerospace; Conductivity; Substrate (aquarium); Deposition (geology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003841814,0.0001746738,0.0002294879,0.00005672548,0.0001320816,0.00005116572,0.0001892953,0.0001042116,0.00293208],"category_scores_gemma":[0.0003480884,0.0001243142,0.00005821992,0.00006757288,0.00006246651,0.000228601,0.00005139207,0.00003387556,0.0001325248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001773801,"about_ca_system_score_gemma":0.00005487789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006208618,"about_ca_topic_score_gemma":0.0000124375,"domain_scores_codex":[0.9985772,0.00006008659,0.0003253265,0.0003721405,0.000222281,0.0004429672],"domain_scores_gemma":[0.9991328,0.0001659496,0.0002120351,0.0003329128,0.00007174064,0.00008453798],"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":[0.0001375686,0.000005714556,0.000002406563,0.00003330958,0.00000476843,7.696393e-7,0.0000498585,0.000009370521,0.9913164,0.00103731,0.0000939221,0.007308553],"study_design_scores_gemma":[0.0005069682,0.0000900908,0.00000875871,0.00008753083,0.00001337008,0.000003223929,0.00002120136,0.00005426247,0.9870531,0.0007721354,0.01118395,0.0002053846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718295,0.00001143377,0.009896223,0.0009898132,0.001177715,0.001218576,0.00005781966,0.0003120053,0.01450696],"genre_scores_gemma":[0.97519,0.00000294153,0.008308388,0.00005681438,0.0003279232,0.000372105,0.000001246992,0.00004108004,0.01569949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01109003,"threshold_uncertainty_score":0.9979794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491122936281324,"score_gpt":0.2311602503062582,"score_spread":0.2162490209434449,"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."}}