{"id":"W2369386738","doi":"","title":"Research Progress in Electroless Nickel Plating on Surface of Carbon Fibers","year":2008,"lang":"en","type":"article","venue":"Cailiao daobao","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Science North","funders":"","keywords":"Materials science; Electroless nickel plating; Electroless plating; Nickel; Plating (geology); Carbon nanotube; Surface modification; Gold plating (software engineering); Carbon fibers; Nanotechnology; Chemical engineering; Metallurgy; Composite material; Composite number; Electroplating; Layer (electronics)","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":[0.0004175467,0.0001720587,0.0002672837,0.0002346972,0.00008805939,0.0000135807,0.0002116267,0.0001292339,0.000008847106],"category_scores_gemma":[0.00002503597,0.0001865238,0.00004852494,0.0007849828,0.0001097673,0.0000785162,0.00002338151,0.0007170759,0.00001262173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342401,"about_ca_system_score_gemma":0.00006411337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008101189,"about_ca_topic_score_gemma":0.00007183036,"domain_scores_codex":[0.998198,0.00009015861,0.0003257044,0.0002575146,0.0004279349,0.0007006948],"domain_scores_gemma":[0.999388,0.0001201244,0.0000387029,0.0002769659,0.00009606002,0.00008014453],"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":[0.0004865315,0.0004913444,0.1186986,0.0007532912,0.0001479689,0.0002757646,0.0049754,0.1211564,0.7360724,0.002954118,0.005744269,0.00824396],"study_design_scores_gemma":[0.001255103,0.0005263489,0.01141208,0.0003102154,0.000007470902,0.00005017018,0.0002410261,0.08067884,0.9046711,0.0001429839,0.0002224851,0.0004821957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880015,0.001227048,0.00001729665,0.0000877026,0.0000486282,0.0001940532,0.000002020022,0.0001519655,0.01026976],"genre_scores_gemma":[0.9992812,0.0001641174,0.0001956023,0.00002073009,0.00003772335,0.0000259692,0.000009124236,0.00004698621,0.0002185042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685987,"threshold_uncertainty_score":0.7606221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02335055538090208,"score_gpt":0.2741915911081367,"score_spread":0.2508410357272347,"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."}}