{"id":"W2141072665","doi":"10.1002/anie.201504892","title":"Fluorine‐Free Anti‐Smudge Polyurethane Coatings","year":2015,"lang":"en","type":"article","venue":"Angewandte Chemie International Edition","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":211,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyurethane; Materials science; Polymer science; Composite material","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003983398,0.0001403627,0.0001425018,0.00007484006,0.00006704347,0.0001054546,0.0004434169,0.00009209068,0.001572658],"category_scores_gemma":[0.0005414018,0.000134443,0.00005851157,0.0001173782,0.00009634544,0.000445341,0.0001099683,0.0001113984,0.0006205389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001621035,"about_ca_system_score_gemma":0.00007346453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001576324,"about_ca_topic_score_gemma":0.000009304274,"domain_scores_codex":[0.9985724,0.00002924854,0.00026546,0.0003055913,0.0006317603,0.0001955277],"domain_scores_gemma":[0.9989725,0.00005625141,0.0001145266,0.0002949107,0.0004012336,0.0001606124],"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":[0.00003381584,0.00006793335,0.0004544008,0.000004000988,0.000005396322,0.000006048559,0.0002836701,0.00002479189,0.9374881,0.0005837532,0.06097694,0.00007112121],"study_design_scores_gemma":[0.0007638695,0.00002575091,0.0005199458,0.00001526511,0.000007424967,0.00002239082,0.0001456028,0.0001362072,0.9699087,0.001189248,0.02710878,0.0001568789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628785,0.000067737,0.004134094,0.004720016,0.004036877,0.0001188778,0.000180512,0.000224105,0.02363925],"genre_scores_gemma":[0.9952201,0.00001547691,0.00116769,0.0006728898,0.001236194,0.00002420897,0.0003119048,0.00001663788,0.00133496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03386815,"threshold_uncertainty_score":0.9993401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378011940687926,"score_gpt":0.273445204815532,"score_spread":0.2356440107467394,"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."}}