{"id":"W3089185730","doi":"10.1021/acsapm.0c00785","title":"Phase Equilibria of a Brush-Bearing Coating Swollen with a Lubricant and Regulation of Its Composition to Facilitate Ice Shedding","year":2020,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Lubricant; Coating; Materials science; Polymer; Composite material; Phase diagram; Phase (matter); Thermodynamics; Chemical engineering; Chemistry; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001025322,0.000122478,0.0001032757,0.000150233,0.0001574586,0.0002331252,0.0001760305,0.000126221,0.0009218665],"category_scores_gemma":[0.000201388,0.00008904628,0.0001278151,0.0001172248,0.0001564811,0.0002321844,0.0001422649,0.0002291333,0.0001761553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002500921,"about_ca_system_score_gemma":0.0001534702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008307837,"about_ca_topic_score_gemma":0.001428173,"domain_scores_codex":[0.9999415,0.000005530271,0.000002777217,0.00001232254,0.00002360133,0.00001428762],"domain_scores_gemma":[0.9999537,0.00001103954,0.00001344019,0.000003647197,0.000009913287,0.00000817056],"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":[0.00005356915,0.00002629247,0.0002787988,0.00002829602,0.000004415007,0.00003021613,0.00003134683,0.001076651,0.9959384,0.0005742247,0.00003534039,0.001922433],"study_design_scores_gemma":[0.000007620683,0.000120688,0.0009948297,0.000003291077,0.000005110569,0.00002316389,0.00002326227,0.02279486,0.9748385,0.0001427681,0.001041342,0.000004474939],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947177,0.0002567687,0.003827794,0.0000218293,0.000009120934,0.00000971465,0.00004964481,0.00002159585,0.001085887],"genre_scores_gemma":[0.9973162,0.0001606188,0.001635428,0.000007487828,0.000002601631,0.000007419736,0.00005263923,0.000008855271,0.0008086828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009218665,"threshold_uncertainty_score":0.003084004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261810378227823,"score_gpt":0.2383939270421941,"score_spread":0.2122128892194118,"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."}}