{"id":"W2060467393","doi":"10.1021/nl051460z","title":"Nanoscale Wear and Machining Behavior of Nanolayer Interfaces","year":2005,"lang":"en","type":"article","venue":"Nano Letters","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoscopic scale; Materials science; Machinability; Machining; Nanotechnology; Atomic force microscopy; Atomic units; Composite material; Metallurgy","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":[0.00003814467,0.00008017942,0.00009769972,0.00003179664,0.00005672882,0.00001830387,0.00009058541,0.00001983704,0.0001795837],"category_scores_gemma":[3.5935e-7,0.00007493649,0.00003513524,0.00004998395,0.00005863796,0.000069111,0.00004241801,0.00005670008,0.00001246975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007456111,"about_ca_system_score_gemma":0.000004958669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009633556,"about_ca_topic_score_gemma":0.000001701982,"domain_scores_codex":[0.9995575,0.000007611216,0.0001346749,0.0001300274,0.00005128654,0.0001188753],"domain_scores_gemma":[0.9997655,0.000009669272,0.00005889151,0.000129112,0.000009615892,0.00002717633],"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":[0.000001841647,0.00003423968,0.01362308,0.000002346659,0.000006735223,6.808075e-8,0.0001820653,0.000004276204,0.9720128,0.001136705,0.001555066,0.01144085],"study_design_scores_gemma":[0.0001502366,0.00001846498,0.0009749121,0.00002042053,0.00001853104,7.851228e-7,0.00007821174,0.00002792471,0.977715,0.00003197675,0.02086041,0.0001031507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949344,0.00003599702,0.002977079,0.0008191054,0.00001977998,0.0001223315,0.00002156863,0.00002773458,0.001041955],"genre_scores_gemma":[0.9917148,0.000001950516,0.0077168,0.0002316743,0.00005498266,0.00003970487,0.000006291791,0.00001125195,0.0002225877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930535,"threshold_uncertainty_score":0.3055821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005875506318666142,"score_gpt":0.255640435663458,"score_spread":0.2497649293447918,"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."}}