{"id":"W1995647958","doi":"10.1021/la030008x","title":"Friction between Polymer Brushes in Good Solvent Conditions:  Steady-State Sliding versus Transient Behavior","year":2003,"lang":"en","type":"article","venue":"Langmuir","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Polymer; Slip (aerodynamics); Steady state (chemistry); Mechanics; Dissipation; Shear (geology); Shear stress; Amplitude; Maxima; Materials science; Relative velocity; Chemistry; Physics; Composite material; Classical mechanics; Thermodynamics; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000825425,0.0001537077,0.0001611542,0.0001596366,0.0001408748,0.00002993145,0.00005922918,0.00007975894,0.0002149726],"category_scores_gemma":[0.00000893397,0.000164878,0.00007926013,0.0002453086,0.00001223793,0.0002329809,0.000004205278,0.0001928769,0.0001083433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638247,"about_ca_system_score_gemma":0.00001279074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001308417,"about_ca_topic_score_gemma":0.0002591272,"domain_scores_codex":[0.9991196,0.00004476819,0.0002671455,0.0001654793,0.0001368633,0.0002661539],"domain_scores_gemma":[0.9996724,0.00008189803,0.00002810965,0.00012816,0.00002298529,0.00006647279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002745268,0.002520249,0.6078561,0.0005638495,0.001390941,0.0003344266,0.05547187,0.05594484,0.2073146,0.0296673,0.02334807,0.01531328],"study_design_scores_gemma":[0.005007902,0.0003155284,0.7320729,0.000212703,0.0004037135,0.00004234056,0.008528673,0.002202844,0.1372553,0.0003096672,0.1119892,0.001659294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871219,0.0003944595,0.00165053,0.00003579926,0.001147634,0.0001805129,0.00006009736,0.0002795892,0.009129496],"genre_scores_gemma":[0.9990568,0.00007514767,0.0001038722,0.000008194379,0.00006611921,0.00007161294,0.00005207299,0.0000335946,0.0005325528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242168,"threshold_uncertainty_score":0.672353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02559400089814103,"score_gpt":0.2630633587297088,"score_spread":0.2374693578315677,"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."}}