{"id":"W2147092973","doi":"10.1080/00218460490480824","title":"A NEW MODEL FOR THE ELECTRICAL DOUBLE LAYER INTERACTION BETWEEN TWO SURFACES IN AQUEOUS SOLUTIONS","year":2004,"lang":"en","type":"article","venue":"The Journal of Adhesion","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Osmotic coefficient; Aqueous solution; Ionic bonding; Poisson–Boltzmann equation; Counterion; Thermodynamics; Interaction energy; Materials science; Ion; Osmotic pressure; Activity coefficient; Nernst equation; Chemistry; Statistical physics; Physics; Physical chemistry; Molecule","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":[0.0004934043,0.001102869,0.001073055,0.001027434,0.0007579402,0.001280553,0.003132095,0.003236871,0.003833466],"category_scores_gemma":[0.001008555,0.0006726765,0.001236437,0.0007689844,0.001040206,0.002668193,0.001114034,0.00140106,0.001424564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179273,"about_ca_system_score_gemma":0.0009861628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002772091,"about_ca_topic_score_gemma":0.001660316,"domain_scores_codex":[0.9995856,0.00006343422,0.00001933447,0.00008335376,0.0001788537,0.00006954029],"domain_scores_gemma":[0.999749,0.0001109489,0.00002708405,0.00002077392,0.00006857458,0.00002371945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003442174,0.00006541237,0.0003137365,0.0001682536,0.00004096713,0.0005727193,0.0001320001,0.7677472,0.021295,0.200306,0.001289779,0.008034545],"study_design_scores_gemma":[0.00001014949,0.00001929509,0.00006613471,0.000006295155,0.0000058931,0.00007783942,0.00001252771,0.9866862,0.0007989612,0.01077651,0.0015276,0.00001254681],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02819405,0.001257186,0.949103,0.0008424329,0.0003167471,0.0001336698,0.0001815989,0.0001813632,0.01978996],"genre_scores_gemma":[0.6904877,0.005103183,0.1561024,0.001591727,0.0005683852,0.001700733,0.0005334248,0.0003754784,0.143537],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003833466,"threshold_uncertainty_score":0.01282424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06043941119927318,"score_gpt":0.2849905487197005,"score_spread":0.2245511375204274,"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."}}