{"id":"W2587354158","doi":"10.1021/acs.langmuir.6b04394","title":"Predictive Model of Supercooled Water Droplet Pinning/Repulsion Impacting a Superhydrophobic Surface: The Role of the Gas–Liquid Interface Temperature","year":2017,"lang":"en","type":"article","venue":"Langmuir","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Pratt and Whitney Canada","keywords":"Drop (telecommunication); Mechanics; Supercooling; Surface tension; Wetting; Contact angle; Weber number; Nucleation; Chemistry; Thermodynamics; Materials science; Composite material; Physics","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":[0.000212752,0.0006084446,0.0007192649,0.0005028374,0.0004070053,0.0007977134,0.001420713,0.001462175,0.001495188],"category_scores_gemma":[0.000393699,0.0003864532,0.0007861565,0.0002888702,0.0007778787,0.0008524586,0.0005509263,0.0007715421,0.0002856029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008199172,"about_ca_system_score_gemma":0.0007181571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008568293,"about_ca_topic_score_gemma":0.00322353,"domain_scores_codex":[0.9999102,0.00001455129,0.000003671862,0.00002401762,0.00002279212,0.00002466654],"domain_scores_gemma":[0.9998612,0.0000495576,0.00002998373,0.00001159455,0.00002890771,0.00001855155],"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":[0.000033825,0.00003208179,0.0005467242,0.00007333159,0.00001701493,0.000288449,0.00007904648,0.9704183,0.01829548,0.008600232,0.000233537,0.001381902],"study_design_scores_gemma":[0.000001797841,0.000004345557,0.0000636456,9.11409e-7,0.000001570427,0.000005028694,0.000003096127,0.9992847,0.0002860764,0.0003043761,0.00004225099,0.000002145903],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5819749,0.001593861,0.3869308,0.0006460638,0.0001702052,0.0002004445,0.0005880807,0.0005053105,0.02739045],"genre_scores_gemma":[0.9909292,0.0003383043,0.003189045,0.00004235045,0.00002954799,0.0001107423,0.00009712725,0.00003617352,0.005227459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008568293,"threshold_uncertainty_score":0.01703686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411172863521891,"score_gpt":0.2496222419525513,"score_spread":0.2355105133173324,"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."}}