{"id":"W4407947402","doi":"10.1016/j.carbon.2025.120164","title":"Chemical adsorption-induced distinct friction behaviors of supported atomically thin nanofilm","year":2025,"lang":"en","type":"article","venue":"Carbon","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Adsorption; Materials science; Nanotechnology; Chemical physics; Chemical engineering; Composite material; Chemistry; Physical chemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008368583,0.0002294507,0.0001325079,0.0002607932,0.0002116178,0.0001735566,0.000250141,0.0002584614,0.0007671426],"category_scores_gemma":[0.0003196153,0.0001293177,0.0001614553,0.0001951621,0.0002270854,0.000198526,0.00017366,0.0003072494,0.0001010242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647528,"about_ca_system_score_gemma":0.0001035519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000536,"about_ca_topic_score_gemma":0.002043247,"domain_scores_codex":[0.9998701,0.000007879727,0.000006533141,0.00001700216,0.00005490976,0.00004355088],"domain_scores_gemma":[0.9999,0.00002572401,0.00002487981,0.00001349688,0.00002236224,0.00001349166],"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":[0.00003115637,0.00001258362,0.0002512529,0.00003242931,0.000004690273,0.00004492661,0.00002789147,0.0002342458,0.9983466,0.00008095503,0.00003711591,0.0008962618],"study_design_scores_gemma":[0.000006506379,0.00008321155,0.004611135,0.000004527023,0.000006537541,0.0000347107,0.00003521518,0.005455357,0.9892292,0.00003837283,0.0004868244,0.000008559377],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985739,0.0001677467,0.0006826773,0.0000203095,0.000009283949,0.000005034711,0.00007367059,0.00002873394,0.0004386172],"genre_scores_gemma":[0.9990498,0.00008083756,0.0006062912,0.0000106735,0.000001411503,0.000005136072,0.00006185595,0.000006538872,0.0001773937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001000536,"threshold_uncertainty_score":0.002566338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006528544315780332,"score_gpt":0.2686367394372133,"score_spread":0.262108195121433,"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."}}