{"id":"W4386503870","doi":"10.1016/j.compositesa.2023.107772","title":"Performance of painted and non-painted non-woven nickel-coated carbon fibers for lightning strike protection of composite aircraft","year":2023,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Strong","keywords":"Materials science; Composite material; Composite number; Lightning strike; FOIL method; Flexural strength; Epoxy; Nickel; Copper; Carbon fibers; Bending; Layer (electronics); Glass fiber; Metallurgy; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001878483,0.0003151303,0.0002135163,0.0002531438,0.0002995612,0.0002284729,0.00025791,0.0003999054,0.001198738],"category_scores_gemma":[0.0004077325,0.0001000852,0.0002217737,0.0001412852,0.0002045621,0.0002763357,0.0001290369,0.000200491,0.0001600213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002095088,"about_ca_system_score_gemma":0.0001778577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009594763,"about_ca_topic_score_gemma":0.001880978,"domain_scores_codex":[0.9998446,0.0000120616,0.000008084698,0.00003419758,0.00006038744,0.00004066632],"domain_scores_gemma":[0.9995553,0.00008703239,0.00008109232,0.00003954054,0.0001579362,0.00007914539],"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":[0.001159603,0.00005070844,0.0007963139,0.00009642165,0.0000126798,0.0001159754,0.0000742249,0.001148326,0.9921229,0.00002963134,0.000069079,0.00432407],"study_design_scores_gemma":[0.00001328757,0.00111042,0.00741392,0.000007793086,0.00002549106,0.00006556172,0.00005560533,0.003012494,0.987956,0.00001123095,0.0003198945,0.000008338044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992732,0.0001440406,0.0002329041,0.00000614298,0.00001280359,0.000002904113,0.00002587779,0.00001318729,0.0002890202],"genre_scores_gemma":[0.9991663,0.00005947602,0.0001797055,0.000003414983,0.000001697764,0.000001531348,0.00003234075,0.000004351818,0.0005513298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001198738,"threshold_uncertainty_score":0.004010201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008725047163959986,"score_gpt":0.2114033542015055,"score_spread":0.2026783070375455,"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."}}