{"id":"W4244885947","doi":"10.1002/9783527687596.ch10","title":"Bioinspired Icephobicity","year":2018,"lang":"en","type":"other","venue":"","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Icing; Wetting; Contact angle; Drop (telecommunication); Materials science; Sessile drop technique; Substrate (aquarium); Supercooling; Solid surface; Nucleation; Composite material; Nanotechnology; Chemistry; Geology; Chemical physics; Meteorology; Mechanical engineering; Engineering; Physics","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":[0.00008266899,0.0002743566,0.0001786973,0.000236407,0.0001809539,0.0004023642,0.0002876239,0.0003394144,0.003576827],"category_scores_gemma":[0.0001332856,0.0001529206,0.0001935888,0.0001714484,0.0001641723,0.0003058518,0.0003797804,0.0004092018,0.0008983848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003054459,"about_ca_system_score_gemma":0.0001637628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004367884,"about_ca_topic_score_gemma":0.0009873144,"domain_scores_codex":[0.9998875,0.000004247383,0.000003534696,0.00001957635,0.00006110498,0.00002394994],"domain_scores_gemma":[0.9999576,0.000005573342,0.000008812427,0.000006136011,0.00001526926,0.000006637008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007773187,0.00001501317,0.0001182551,0.0001467062,0.000003467884,0.00008122077,0.00001873725,0.0001868511,0.9866143,0.0006375863,0.0005156265,0.01165455],"study_design_scores_gemma":[0.000003900152,0.00009710395,0.001441143,0.00001466617,0.000007633258,0.0002512303,0.00002047021,0.001339604,0.9762478,0.0001386075,0.02043061,0.000007134718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8656546,0.01063309,0.01872242,0.0003836744,0.0004859692,0.0001446494,0.0007428156,0.0008734592,0.1023594],"genre_scores_gemma":[0.9471371,0.005257818,0.01580476,0.0003115372,0.00005948504,0.0001011792,0.0005114498,0.00008028631,0.0307365],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003576827,"threshold_uncertainty_score":0.01196563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192769015051336,"score_gpt":0.2486474577736623,"score_spread":0.2293705562685287,"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."}}