{"id":"W2792679521","doi":"10.3390/ma11030358","title":"Tribological and Wear Performance of Nanocomposite PVD Hard Coatings Deposited on Aluminum Die Casting Tool","year":2018,"lang":"en","type":"article","venue":"Materials","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada","keywords":"Materials science; Tribology; Die casting; Nanocomposite; Metallurgy; Aluminium; Die (integrated circuit); Casting; Composite material; Nanotechnology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002316621,0.0001182366,0.0002378731,0.00003396492,0.0000582647,0.00003423029,0.00007589657,0.00007309079,0.0001211441],"category_scores_gemma":[0.00003427686,0.00009623128,0.0000180698,0.00004633722,0.00003480911,0.00005925008,0.0000506369,0.00004479744,0.00005220241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001041822,"about_ca_system_score_gemma":0.000002483449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009850308,"about_ca_topic_score_gemma":6.635972e-7,"domain_scores_codex":[0.9993225,0.00002844194,0.0002587077,0.0001246431,0.00009650442,0.0001691583],"domain_scores_gemma":[0.9997549,0.00002087641,0.00005128574,0.0001143607,0.00002608738,0.00003248997],"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":[0.00005109542,0.000008364564,0.0001388266,0.0001223178,0.00001060938,0.000003330432,0.0001246793,0.000004636817,0.9987437,0.0001364319,0.00005675698,0.0005992248],"study_design_scores_gemma":[0.0002109256,0.0002806798,0.001484037,0.00009272624,0.00001243784,0.00001477308,0.000006798085,0.002225209,0.9950948,0.00002624894,0.0004358792,0.0001154232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983537,0.0000276352,0.00008773411,0.000007248054,0.0008339652,0.0001237819,0.00002287175,0.00009799605,0.0004451056],"genre_scores_gemma":[0.9981214,0.00002304468,0.001536319,0.00003556571,0.0001325835,0.000008157226,0.000007637894,0.00001630589,0.0001189325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003648863,"threshold_uncertainty_score":0.3924198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756361376244234,"score_gpt":0.2051882674871685,"score_spread":0.1876246537247262,"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."}}