{"id":"W2179396918","doi":"10.1557/proc-790-p6.1","title":"Dynamics of water, hydrated-ions and charged polymers in highly-confined films, and their role in friction modification","year":2003,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Polymer; Aqueous solution; Materials science; Lubrication; Ion; Solvent; Viscosity; Chemical engineering; Penetration (warfare); Salt (chemistry); Molecular dynamics; Monolayer; Chemical physics; Composite material; Polymer chemistry; Chemistry; Nanotechnology; Organic chemistry; Computational chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00006659804,0.0001476235,0.000136558,0.0001294049,0.0002637134,0.0002946671,0.0002654949,0.0002112938,0.001729719],"category_scores_gemma":[0.0002704389,0.000138187,0.00008600631,0.0001029149,0.0004212589,0.001020915,0.0002119599,0.0003123051,0.0001177918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002699565,"about_ca_system_score_gemma":0.0001150011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120411,"about_ca_topic_score_gemma":0.001036701,"domain_scores_codex":[0.9999667,0.00000216942,0.000001161357,0.000008367213,0.000007693909,0.00001383975],"domain_scores_gemma":[0.9999286,0.00002731906,0.0000161213,0.000003928446,0.000007564815,0.00001656113],"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":[0.0004293196,0.0001093717,0.002970893,0.0001102332,0.0000271522,0.0003640733,0.0004276638,0.003145412,0.9804366,0.002776433,0.0003557291,0.008847113],"study_design_scores_gemma":[0.00009855095,0.000561686,0.05301644,0.0000386887,0.0000501912,0.0005546496,0.0007996087,0.08358699,0.8527087,0.003412678,0.005093732,0.00007795145],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976668,0.0005171951,0.0009219234,0.00006393554,0.000007454352,0.000003424833,0.00003039388,0.00001281272,0.000776015],"genre_scores_gemma":[0.9988245,0.0001918062,0.0002432952,0.00001170208,0.000003526069,0.000003034879,0.00003837942,0.000004449703,0.0006791679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001729719,"threshold_uncertainty_score":0.005786538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005524414325743143,"score_gpt":0.2183026887294963,"score_spread":0.2127782744037531,"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."}}