{"id":"W4376631429","doi":"10.1016/j.jmapro.2023.05.042","title":"Assessment of the tribological and wear performance of new duplex AlTiN-based coating systems at high temperatures when threading super duplex stainless steel","year":2023,"lang":"en","type":"article","venue":"Journal of Manufacturing Processes","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Tribometer; Tribology; Coating; Machining; Tool wear; Composite material; Threading (protein sequence); Chip formation; Metallurgy; Mechanical engineering; Engineering","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":[0.0006548832,0.0001992249,0.0004877699,0.0001426925,0.000116034,0.00005114114,0.0002668182,0.00009299147,0.00002876457],"category_scores_gemma":[0.0001219741,0.0001228694,0.00008349033,0.0001765993,0.00003953197,0.0001747784,0.0001012465,0.0003415523,7.328146e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006170826,"about_ca_system_score_gemma":0.0001356478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001634154,"about_ca_topic_score_gemma":0.000005113549,"domain_scores_codex":[0.9984028,0.00004951323,0.0006558783,0.0001304456,0.0005166299,0.000244721],"domain_scores_gemma":[0.9990405,0.0001944858,0.0003824765,0.0001579346,0.0001360896,0.0000884524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001982849,0.00008707765,0.01526678,0.01603478,0.0003666646,0.00004569734,0.00151889,0.8095049,0.1547241,0.0002839758,0.001128888,0.0008400599],"study_design_scores_gemma":[0.0008309112,0.0002547186,0.03116265,0.001182184,0.00007982891,0.00007449467,0.0004743092,0.02174687,0.9433202,0.000112443,0.0005574634,0.0002039585],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980707,0.0007407274,0.0002083332,0.00007363322,0.0006497107,0.0001599663,0.00001148789,0.00004454837,0.0000409469],"genre_scores_gemma":[0.9984378,0.0003249305,0.0007290618,0.00001355723,0.0001195001,0.000003758938,0.000002506674,0.00002649616,0.0003423999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7885961,"threshold_uncertainty_score":0.501047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02199362477709058,"score_gpt":0.2328189293020059,"score_spread":0.2108253045249153,"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."}}