{"id":"W2015062610","doi":"10.1021/la702367f","title":"Friction and Normal Interaction Forces between Irreversibly Attached Weakly Charged Polymer Brushes","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Surface forces apparatus; Mica; Surface force; Polystyrene; Polymer; Polyelectrolyte; Monolayer; Debye length; Polymer brush; Materials science; Polymer chemistry; Chemistry; Chemical physics; Composite material; Ion; Nanotechnology; Organic chemistry; Classical mechanics","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":[0.000109543,0.0001590017,0.0002238219,0.0001030414,0.0004022113,0.00004795615,0.0001054108,0.00006709649,0.0004211674],"category_scores_gemma":[0.00002360361,0.0001433373,0.00005242844,0.0001274563,0.00009929966,0.0007338944,0.00008934212,0.0001220433,0.0004990532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457642,"about_ca_system_score_gemma":0.00001256657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005640115,"about_ca_topic_score_gemma":0.00003915886,"domain_scores_codex":[0.9989702,0.00006484389,0.000226872,0.0002735201,0.0002052403,0.0002592935],"domain_scores_gemma":[0.9995236,0.0001041056,0.0001315161,0.0001302271,0.00004445327,0.00006602861],"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":[0.0001416447,0.00006381146,0.1700415,0.00003793082,0.00009867098,0.00001858142,0.006445091,0.000002844414,0.8079205,0.0000845813,0.009862951,0.005281919],"study_design_scores_gemma":[0.0003183462,0.00005254177,0.3031307,0.00001907402,0.00003409792,0.00006388483,0.0006586718,0.00002776271,0.6840858,0.00001144611,0.01137421,0.0002234453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943293,0.0009769149,0.0001606991,0.0005978175,0.0007266843,0.00008560958,0.00003004629,0.0001800415,0.002912836],"genre_scores_gemma":[0.9968075,0.00005633242,0.000127761,0.000132412,0.0002896996,0.00001416039,0.00001241249,0.00001575167,0.002544015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330893,"threshold_uncertainty_score":0.6414486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777999903059794,"score_gpt":0.2795261073775709,"score_spread":0.241746108346973,"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."}}