{"id":"W4226413888","doi":"10.2139/ssrn.4078778","title":"Freezing Delay of Water Droplets on Metallic Hydrophobic Surfaces in a Cold Environment","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Fluid Dynamics and Heat Transfer","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Materials science; Metal; Composite material; Nanotechnology; Metallurgy","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":[0.00007148163,0.0001706785,0.0001913198,0.0001209227,0.0003810986,0.0004043113,0.000296714,0.0001835499,0.002803568],"category_scores_gemma":[0.0002456867,0.000096857,0.000159455,0.0000984053,0.0004170981,0.0004066845,0.0002478597,0.0004457131,0.0002023479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752548,"about_ca_system_score_gemma":0.00025719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003064873,"about_ca_topic_score_gemma":0.001708249,"domain_scores_codex":[0.9999316,0.000002458146,0.00000155249,0.0000159095,0.00001441498,0.00003408389],"domain_scores_gemma":[0.999898,0.00003598228,0.00001790681,0.00001100917,0.00001881277,0.00001834895],"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":[0.001035843,0.00003608686,0.001482408,0.00007697906,0.00001454124,0.0003997689,0.0002605385,0.002497386,0.9893607,0.0009862112,0.0002422409,0.003607196],"study_design_scores_gemma":[0.00003162047,0.0004093754,0.005149653,0.00001125976,0.00001762583,0.00008498916,0.0003073936,0.01780591,0.9750165,0.0003885445,0.0007606071,0.00001644719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977755,0.0001188566,0.0006912262,0.00003638921,0.00001880882,0.00000650432,0.00006901192,0.00001901391,0.001264672],"genre_scores_gemma":[0.9992262,0.00004258626,0.0001548309,0.000006637899,0.000003211351,0.000001992268,0.0000424068,0.000006573072,0.0005155865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003064873,"threshold_uncertainty_score":0.00937885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004232473792230149,"score_gpt":0.1692310452189456,"score_spread":0.1649985714267155,"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."}}