{"id":"W2125669486","doi":"10.1002/mats.200800066","title":"Thermodynamic Modeling of Polymer Solution Interface","year":2008,"lang":"en","type":"article","venue":"Macromolecular Theory and Simulations","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Polymer; Polystyrene; Surface tension; Thermodynamics; Function (biology); Activity coefficient; Materials science; Chemistry; Statistical physics; Aqueous solution; Physics; Physical chemistry; Composite material","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":[0.0002739342,0.0003108351,0.0003431549,0.0005846427,0.0002410482,0.0003303209,0.0007559587,0.0003526768,0.001487468],"category_scores_gemma":[0.0004925224,0.0001959155,0.0002886885,0.0002486534,0.0003493091,0.0008145409,0.0003716976,0.0002915523,0.0004010209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649111,"about_ca_system_score_gemma":0.0003778947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078275,"about_ca_topic_score_gemma":0.000838829,"domain_scores_codex":[0.9998897,0.00001817891,0.000004392512,0.00001888783,0.00005604466,0.00001270904],"domain_scores_gemma":[0.9999107,0.00002832221,0.000007622011,0.00001144603,0.00003503588,0.000006779745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005680538,0.00008598732,0.0009265913,0.0001247545,0.00002486531,0.0002047529,0.00008178125,0.7278495,0.1766062,0.07520716,0.0006091512,0.01822238],"study_design_scores_gemma":[0.000003061738,0.000007608665,0.00008454105,0.000001493473,0.00000167462,0.00001177284,0.000003149305,0.9829285,0.01333621,0.002951697,0.0006673225,0.000002966511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.247151,0.0006720216,0.7386661,0.0001442442,0.00006558619,0.00008911151,0.0001926098,0.0005052884,0.01251409],"genre_scores_gemma":[0.9483976,0.000387351,0.04184604,0.00005066413,0.00002243178,0.0001903802,0.0002092184,0.0001397884,0.00875657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001487468,"threshold_uncertainty_score":0.004976034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009296237136678147,"score_gpt":0.2216598976585981,"score_spread":0.21236366052192,"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."}}