{"id":"W1998478730","doi":"10.4028/www.scientific.net/amr.627.633","title":"Research Progress in Wear-Resistant Nanocomposite Coatings by Electroless Nickel","year":2012,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Electrodeposition and Electroless Coatings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tianjin Science and Technology Committee; Pratt and Whitney Canada","keywords":"Materials science; Nanocomposite; Composite number; Tribology; Electroless deposition; Nickel; Nanoparticle; Composite material; Electroless plating; Diamond; Metallurgy; Nanotechnology; Electroplating; Copper","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005489737,0.000260484,0.000261597,0.0004492585,0.0001644137,0.0005305227,0.0003964013,0.0004105195,0.0006070845],"category_scores_gemma":[0.0005560194,0.0001641898,0.0002613891,0.0004155524,0.0002255387,0.0008378752,0.0002442678,0.0004023013,0.0002328873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002617872,"about_ca_system_score_gemma":0.0003493044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007370116,"about_ca_topic_score_gemma":0.0007402336,"domain_scores_codex":[0.999673,0.00003582546,0.00003410349,0.00009274064,0.0001336978,0.00003064098],"domain_scores_gemma":[0.9996352,0.00007281417,0.00004233504,0.00003853914,0.0001842036,0.00002688229],"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":[0.0001254021,0.0001106444,0.0007439228,0.0008637668,0.00002521372,0.0002307664,0.0002525026,0.0004517524,0.9244036,0.002158215,0.0003545377,0.07027971],"study_design_scores_gemma":[0.00001610133,0.0004445323,0.003046198,0.00006035954,0.00005965281,0.0007097941,0.0001071611,0.001966684,0.9586555,0.0002596464,0.0346562,0.00001812573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7867899,0.1688665,0.02242132,0.001048246,0.0003870059,0.0000469923,0.00008685098,0.0001422694,0.02021088],"genre_scores_gemma":[0.8793643,0.08773549,0.01647283,0.0001870034,0.0002229442,0.00002507134,0.0001694097,0.00005726565,0.0157657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007370116,"threshold_uncertainty_score":0.002903283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02112074512112007,"score_gpt":0.3423496119079082,"score_spread":0.3212288667867882,"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."}}