{"id":"W1990029334","doi":"10.1021/la052757f","title":"Adhesion of Single Polyelectrolyte Molecules on Silica, Mica, and Bitumen Surfaces","year":2005,"lang":"en","type":"article","venue":"Langmuir","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Mica; Polyelectrolyte; Adhesion; Asphalt; Molecule; Surface forces apparatus; Chemical engineering; Materials science; Chemistry; Wetting; Polymer chemistry; Polymer science; Nanotechnology; Polymer; Composite material; Organic 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":[0.0002029301,0.0005075185,0.00035698,0.0003772479,0.000345989,0.0003307261,0.0003062655,0.0004887869,0.001080031],"category_scores_gemma":[0.0004141384,0.0002120155,0.0003342473,0.0002244795,0.0002657816,0.0003549461,0.0003756507,0.0004999009,0.0003108638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00036818,"about_ca_system_score_gemma":0.0001312728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009443847,"about_ca_topic_score_gemma":0.001393146,"domain_scores_codex":[0.9996957,0.00002744539,0.00001442469,0.00006534216,0.0001428519,0.00005424148],"domain_scores_gemma":[0.9997522,0.0000873011,0.0000425139,0.00002584487,0.00005957632,0.0000325111],"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":[0.00001327077,0.00001053896,0.0002602375,0.00004826253,0.00001044095,0.00002893467,0.00002852044,0.00005187421,0.9978186,0.0000343003,0.00001801313,0.001676942],"study_design_scores_gemma":[0.000003124945,0.00009407381,0.004519742,0.000003952471,0.000009694251,0.00006580219,0.00006223796,0.001260124,0.9930986,0.00002934882,0.0008460497,0.000007397665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931092,0.001608418,0.004094728,0.000100221,0.00004067945,0.00004095188,0.00008031711,0.00002951187,0.0008958133],"genre_scores_gemma":[0.9885358,0.001372622,0.007369209,0.0001026226,0.0000237201,0.00005574924,0.0002261598,0.00001503818,0.002299235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001080031,"threshold_uncertainty_score":0.003613055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006706553420134822,"score_gpt":0.2438067647007164,"score_spread":0.2371002112805816,"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."}}